diff --git a/notebooks/helm/Untitled.ipynb b/notebooks/helm/Untitled.ipynb
deleted file mode 100644
index 339179d2e33..00000000000
--- a/notebooks/helm/Untitled.ipynb
+++ /dev/null
@@ -1,283 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e85480a1",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ed90f23e",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "5aa49887",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ffdcc5b2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "client.start_workers(n=5, configs=[{ram=16, cpu=8}.....], config=(ram=16, cpu=8))\n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "def execute_bytecode():\n",
-    "    context\n",
-    "    \n",
-    "    def LocalDomainClient():\n",
-    "        \n",
-    "        \n",
-    "        def logs(str):\n",
-    "            context.write.logs(str)\n",
-    "            \n",
-    "    \n",
-    "    byte_code:str\n",
-    "        \n",
-    "    \n",
-    "    def my_syft_function():\n",
-    "        \n",
-    "        print(locals(), globals())\n",
-    "        \n",
-    "    execute_byte_code(byte_code, globals={domain: LocalDomainClient()})\n",
-    "\n",
-    "\n",
-    "\n",
-    "@syft_function(ram=16, cpus=8)\n",
-    "def x():\n",
-    "    pass\n",
-    "\n",
-    "METHOD 1 vs METHOD 3\n",
-    "1. building container\n",
-    "2. spinning up the container that does the work\n",
-    "3. get inputs into contianer, get outputs out\n",
-    "4. get some controls into the container\n",
-    "5. monitoring (logs, cpu usage, ram usage)\n",
-    "6. UX\n",
-    "\n",
-    "\n",
-    "The work that needs to be done to complete 1 vs 3 is completely different, is it a good stepping stone?\n",
-    "\n",
-    "1.\n",
-    "scenario 1: big container with Domain + syft_function specific libs\n",
-    "scenario 3: small container with only syft function specific libs\n",
-    "\n",
-    "2. spinning up the container that does the work\n",
-    "scenario 1: not spinning up a container\n",
-    "scneario 3: spinning up with k8s vs spinning up in docker\n",
-    "\n",
-    "3. get inputs into contianer, get outputs out\n",
-    "inputs: in scenario 1 you would pass in credentials, in scenario 3 we would use single use urls\n",
-    "outputs: in scenario 1 you would pass in credentials, in scenario 3 single use urls\n",
-    "\n",
-    "4. get some controls into container (launch_job/write logs / set progress)\n",
-    "Can be done naively by basically including a context object into the container.\n",
-    "In scenario 1 we are not using a worker container (only manager container), so this is essentially already\n",
-    "implemented. In scenario 3 we have to implement this\n",
-    "\n",
-    "5. monitoring (logs, cpu usage, ram usage)\n",
-    "1: already implemented to some extended\n",
-    "3a/3bdocker vs kubernetes\n",
-    "\n",
-    "6. UX\n",
-    "scenario 1: spin up containers with fixed image and fixed nr of workers\n",
-    "    \n",
-    "scenario 3: spin up worker managers fixed nr of worker managers, but possibly flexible nr of workers\n",
-    "scenario 3: in scenario 3 the hardware would be decoupled from the image\n",
-    "scenario 3: in scenario 3 we would possibly have some kind automatic syft function placement (on which hardware) \n",
-    "    \n",
-    "    \n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4457efb8",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "n=5,9,13"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4cca82a3",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "Question:\n",
-    "    \n",
-    "do we want work on worker managers to be always scheduled on the same hardware OR\n",
-    "\n",
-    "should it be scheduled with hardware contstraints, but not necessarily on the same hardware. This means that you\n",
-    "will always meet constraints on a function level, but you have no control over distribution of the functions over\n",
-    "the hardware\n",
-    "\n",
-    "    \n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "d24ee09c",
-   "metadata": {},
-   "source": [
-    "3A"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "de4f304f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "client.start_worker_managers(n=5, configs=[{ram=16, cpu=8}.....],)\n",
-    "\n",
-    "\n",
-    "image = \"\"\n",
-    "client.upload(image)\n",
-    "\n",
-    "syft_function(image=\"\")\n",
-    "def abc():\n",
-    "    pass\n",
-    "\n",
-    "\n",
-    "def main_job():\n",
-    "    for n in [5,9,13]:\n",
-    "        if n in [5,9]:\n",
-    "            abc(worker=1)\n",
-    "        if n == 13:\n",
-    "            abc(worker=2)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "521192a0",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "worker = client.jobs[\"abc\"].worker"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "9cde3100",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "worker.cpu_history()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "8cfbd697",
-   "metadata": {},
-   "source": [
-    "3B"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "007ba97d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "client.allocate_resources(n=5, configs=[{ram=16, cpu=8}.....],\n",
-    "                               config=(ram=16, cpu=8))\n",
-    "\n",
-    "image = \"\"\n",
-    "client.upload(image)\n",
-    "\n",
-    "syft_function(image=\"\")\n",
-    "def abc():\n",
-    "    pass\n",
-    "\n",
-    "\n",
-    "def main_job():\n",
-    "    for n in [5,9,13]:\n",
-    "        if n in [5,9]:\n",
-    "            abc(ram=16)\n",
-    "        if n == 13:\n",
-    "            abc(ram=32)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4bc3b5e5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "worker = client.jobs[\"abc\"].worker"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "43fac896",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "worker.cpu_history()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/consumer node.ipynb b/notebooks/helm/consumer node.ipynb
deleted file mode 100644
index 0448e1aaa35..00000000000
--- a/notebooks/helm/consumer node.ipynb	
+++ /dev/null
@@ -1,134 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "830cb5cf",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "worker_node = sy.orchestra.launch(name=\"worker-node-helm1\", dev_mode=True,\n",
-    "                                  reset=True,\n",
-    "                                  n_consumers=3,\n",
-    "                                  create_producer=False,\n",
-    "                                  queue_port=62249)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "cf3a5520",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# worker_node.python_node.queue_manager.producers"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "88fb4211",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'tcp://localhost:62249'"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "worker_node.python_node.queue_manager.consumers[\"api_call\"][0].address"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d1f13284",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n"
-     ]
-    }
-   ],
-   "source": [
-    "#make sure to run this\n",
-    "sleep(1000000)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "146b67f5",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/dataset_ux.ipynb b/notebooks/helm/dataset_ux.ipynb
deleted file mode 100644
index 9fde2a68205..00000000000
--- a/notebooks/helm/dataset_ux.ipynb
+++ /dev/null
@@ -1,1379 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /home/teo/OpenMined/PySyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft.store.blob_storage import BlobStorageConfig, BlobStorageClientConfig\n",
-    "from syft.store.blob_storage.seaweedfs import SeaweedFSClient, SeaweedFSClientConfig\n",
-    "from syft import ActionObject\n",
-    "from syft.service.action.action_data_empty import ActionFileData\n",
-    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig\n",
-    "from collections import defaultdict"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEFINITIALIZING CONSUMER\n",
-      "\n",
-      "ABCDEF\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "                           reset=True,\n",
-    "                           n_consumers=4,\n",
-    "                           create_producer=True)\n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "```bash\n",
-    "docker run --entrypoint /bin/sh -p 8333:8333 -p 8888:8888 chrislusf/seaweedfs -c \"echo 's3.configure -access_key admin -secret_key admin -user iam -actions Read,Write,List,Tagging,Admin -apply' | weed shell > /dev/null 2>&1 & weed server -s3 -s3.port=8333 -master.volumeSizeLimitMB=2048\"\n",
-    "```"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "blob_config = BlobStorageConfig(client_type=SeaweedFSClient,\n",
-    "                                client_config=SeaweedFSClientConfig(host=\"http://0.0.0.0\",\n",
-    "                                                                    port=\"8333\",\n",
-    "                                                                    access_key=\"admin\",\n",
-    "                                                                    secret_key=\"admin\",\n",
-    "                                                                    default_bucket_name=\"test_bucket\",\n",
-    "                                                                    region=\"us-east-1\")\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.python_node.init_blob_storage(blob_config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<botocore.client.S3 at 0x7f79896de990>"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "node.python_node.blob_storage_client.connect().client"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.mount(\n",
-    "#     account_name=,\n",
-    "#     account_key=,\n",
-    "#     container_name=,\n",
-    "#     remote_name=,\n",
-    "#     bucket_name=,\n",
-    "# )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "b'{\"end_time\":1697805356.8281186,\"error\":\"I1020 12:35:56.387512 masterclient.go:210 master localhost:9333 redirected to leader 172.17.0.2:9333\\\\n.I1020 12:35:56.606281 masterclient.go:210 master localhost:9333 redirected to leader 172.17.0.2:9333\\\\n.create bucket under /buckets\\\\ncreated bucket azurebucket\\\\nI1020 12:35:56.735374 masterclient.go:210 master localhost:9333 redirected to leader 172.17.0.2:9333\\\\n.error: pull metadata: dir /buckets/azurebucket is not empty\\\\n\",\"key\":\"3ab48a65\",\"process_time\":0.4712975025177002,\"report\":\"master: localhost:9333 filers: [172.17.0.2:8888]\\\\n> > master: localhost:9333 filers: [172.17.0.2:8888]\\\\n> > master: localhost:9333 filers: [172.17.0.2:8888]\\\\n> > \",\"returncode\":0,\"start_time\":1697805356.356821}\\n'\n",
-      "{'ResponseMetadata': {'RequestId': '1697805356836708549', 'HostId': '', 'HTTPStatusCode': 200, 'HTTPHeaders': {'accept-ranges': 'bytes', 'content-length': '719', 'content-type': 'application/xml', 'server': 'SeaweedFS S3', 'x-amz-request-id': '1697805356836708549', 'date': 'Fri, 20 Oct 2023 12:35:56 GMT'}, 'RetryAttempts': 0}, 'IsTruncated': False, 'Marker': '', 'Contents': [{'Key': '0266f72a-edae-4812-8ce2-ea2a57b52529.txt', 'LastModified': datetime.datetime(2023, 9, 13, 12, 8, 7, tzinfo=tzutc()), 'ETag': '\"d41d8cd98f00b204e9800998ecf8427e-0\"', 'Size': 13, 'StorageClass': 'STANDARD', 'Owner': {'ID': '0'}}, {'Key': 'example.txt', 'LastModified': datetime.datetime(2023, 9, 14, 16, 20, 32, tzinfo=tzutc()), 'ETag': '\"d41d8cd98f00b204e9800998ecf8427e-0\"', 'Size': 13, 'StorageClass': 'STANDARD', 'Owner': {'ID': '0'}}], 'Name': 'azurebucket', 'Prefix': '', 'MaxKeys': 10000}\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "azurebucket\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Mounting Azure Successful!</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Mounting Azure Successful!"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.api.services.blob_storage.mount_azure(\n",
-    "    account_name='azure',\n",
-    "    account_key='t7Y5enmCiG2k8o5rvItSn3Ak9tHaVTXQUTn1LQ74jQ1g5bjvs0ui/O2FXJeDaCsfI6xMPz0txtoH+AStss/Xmg==',\n",
-    "    container_name='manual-test',\n",
-    "    remote_name='azure',\n",
-    "    bucket_name='azurebucket',\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[syft.types.blob_storage.BlobStorageEntry, syft.types.blob_storage.BlobStorageEntry]\n"
-     ]
-    }
-   ],
-   "source": [
-    "blob_files = client.api.services.blob_storage.get_files_from_bucket(bucket_name='azurebucket')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "Pointer\n",
-       "```\n",
-       "```python\n",
-       "class BlobFile:\n",
-       "  id: str = 5d07536ca0084074a7b44aa9c76a5a42\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "Pointer:\n",
-       "syft.types.blob_storage.BlobFile"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "blob_files[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "obj = sy.ActionObject.from_obj(blob_files)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "Pointer\n",
-       "```\n",
-       "```python\n",
-       "class BlobFile:\n",
-       "  id: str = 5d07536ca0084074a7b44aa9c76a5a42\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "Pointer:\n",
-       "syft.types.blob_storage.BlobFile"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "obj[0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "#### TODO: client.mount(account_name=..., account_key=..., ) -> [BlobStorageEntry]\n",
-    "#### TODO: client.create_blob_files([BlobStorageEntry])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "AssertionError",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAssertionError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[1;32m/home/teo/OpenMined/PySyft/notebooks/helm/dataset_ux.ipynb Cell 11\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/teo/OpenMined/PySyft/notebooks/helm/dataset_ux.ipynb#X42sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m \u001b[39massert\u001b[39;00m \u001b[39mFalse\u001b[39;00m\n",
-      "\u001b[0;31mAssertionError\u001b[0m: "
-     ]
-    }
-   ],
-   "source": [
-    "assert False"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "{&#x27;ResponseMetadata&#x27;: {&#x27;RequestId&#x27;: &#x27;1697804467822687223&#x27;, &#x27;HostId&#x27;: &#x27;&#x27;, &#x27;HTTPStatusCode&#x27;: 200, &#x27;HTTPHeaders&#x27;: {&#x27;accept-ranges&#x27;: &#x27;bytes&#x27;, &#x27;content-length&#x27;: &#x27;238&#x27;, &#x27;content-type&#x27;: &#x27;application/xml&#x27;, &#x27;server&#x27;: &#x27;SeaweedFS S3&#x27;, &#x27;x-amz-request-id&#x27;: &#x27;1697804467822687223&#x27;, &#x27;date&#x27;: &#x27;Fri, 20 Oct 2023 12:21:07 GMT&#x27;}, &#x27;RetryAttempts&#x27;: 0}, &#x27;IsTruncated&#x27;: False, &#x27;Marker&#x27;: &#x27;&#x27;, &#x27;Name&#x27;: &#x27;azurebucket&#x27;, &#x27;Prefix&#x27;: &#x27;&#x27;, &#x27;MaxKeys&#x27;: 10000}"
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-       "{'ResponseMetadata': {'RequestId': '1697804467822687223',\n",
-       "  'HostId': '',\n",
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-       "   'content-length': '238',\n",
-       "   'content-type': 'application/xml',\n",
-       "   'server': 'SeaweedFS S3',\n",
-       "   'x-amz-request-id': '1697804467822687223',\n",
-       "   'date': 'Fri, 20 Oct 2023 12:21:07 GMT'},\n",
-       "  'RetryAttempts': 0},\n",
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-     "execution_count": 16,
-     "metadata": {},
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-    }
-   ],
-   "source": [
-    "node.python_node.blob_storage_client.connect().client.list_objects(Bucket='azurebucket')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "{&#x27;ResponseMetadata&#x27;: {&#x27;RequestId&#x27;: &#x27;1697804408254563768&#x27;, &#x27;HostId&#x27;: &#x27;&#x27;, &#x27;HTTPStatusCode&#x27;: 200, &#x27;HTTPHeaders&#x27;: {&#x27;accept-ranges&#x27;: &#x27;bytes&#x27;, &#x27;content-length&#x27;: &#x27;238&#x27;, &#x27;content-type&#x27;: &#x27;application/xml&#x27;, &#x27;server&#x27;: &#x27;SeaweedFS S3&#x27;, &#x27;x-amz-request-id&#x27;: &#x27;1697804408254563768&#x27;, &#x27;date&#x27;: &#x27;Fri, 20 Oct 2023 12:20:08 GMT&#x27;}, &#x27;RetryAttempts&#x27;: 0}, &#x27;IsTruncated&#x27;: False, &#x27;Marker&#x27;: &#x27;&#x27;, &#x27;Name&#x27;: &#x27;azurebucket&#x27;, &#x27;Prefix&#x27;: &#x27;&#x27;, &#x27;MaxKeys&#x27;: 10000}"
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-       "{'ResponseMetadata': {'RequestId': '1697804408254563768',\n",
-       "  'HostId': '',\n",
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-       "   'content-length': '238',\n",
-       "   'content-type': 'application/xml',\n",
-       "   'server': 'SeaweedFS S3',\n",
-       "   'x-amz-request-id': '1697804408254563768',\n",
-       "   'date': 'Fri, 20 Oct 2023 12:20:08 GMT'},\n",
-       "  'RetryAttempts': 0},\n",
-       " 'IsTruncated': False,\n",
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-       " 'Name': 'azurebucket',\n",
-       " 'Prefix': '',\n",
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-     "execution_count": 12,
-     "metadata": {},
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-   ],
-   "source": [
-    "node.python_node.blob_storage_client.connect().client.list_objects(Bucket='azurebucket')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
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-     "data": {
-      "text/html": [
-       "[{&#x27;Key&#x27;: &#x27;0266f72a-edae-4812-8ce2-ea2a57b52529.txt&#x27;, &#x27;LastModified&#x27;: datetime.datetime(2023, 9, 13, 12, 8, 7, tzinfo=tzutc()), &#x27;ETag&#x27;: &#x27;&quot;e1de79d74ebc&quot;&#x27;, &#x27;Size&#x27;: 13, &#x27;StorageClass&#x27;: &#x27;STANDARD&#x27;, &#x27;Owner&#x27;: {&#x27;ID&#x27;: &#x27;0&#x27;}}, {&#x27;Key&#x27;: &#x27;example.txt&#x27;, &#x27;LastModified&#x27;: datetime.datetime(2023, 9, 14, 16, 20, 32, tzinfo=tzutc()), &#x27;ETag&#x27;: &#x27;&quot;f5a69a6dae5e&quot;&#x27;, &#x27;Size&#x27;: 13, &#x27;StorageClass&#x27;: &#x27;STANDARD&#x27;, &#x27;Owner&#x27;: {&#x27;ID&#x27;: &#x27;0&#x27;}}, {&#x27;Key&#x27;: &#x27;test/example.txt&#x27;, &#x27;LastModified&#x27;: datetime.datetime(2023, 10, 20, 9, 11, 35, tzinfo=tzutc()), &#x27;ETag&#x27;: &#x27;&quot;59ca0efa9f5633cb0371bbc0355478d8&quot;&#x27;, &#x27;Size&#x27;: 13, &#x27;StorageClass&#x27;: &#x27;STANDARD&#x27;, &#x27;Owner&#x27;: {&#x27;ID&#x27;: &#x27;0&#x27;}}]"
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-       "[{'Key': '0266f72a-edae-4812-8ce2-ea2a57b52529.txt',\n",
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-       "  'ETag': '\"e1de79d74ebc\"',\n",
-       "  'Size': 13,\n",
-       "  'StorageClass': 'STANDARD',\n",
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-       " {'Key': 'example.txt',\n",
-       "  'LastModified': datetime.datetime(2023, 9, 14, 16, 20, 32, tzinfo=tzutc()),\n",
-       "  'ETag': '\"f5a69a6dae5e\"',\n",
-       "  'Size': 13,\n",
-       "  'StorageClass': 'STANDARD',\n",
-       "  'Owner': {'ID': '0'}},\n",
-       " {'Key': 'test/example.txt',\n",
-       "  'LastModified': datetime.datetime(2023, 10, 20, 9, 11, 35, tzinfo=tzutc()),\n",
-       "  'ETag': '\"59ca0efa9f5633cb0371bbc0355478d8\"',\n",
-       "  'Size': 13,\n",
-       "  'StorageClass': 'STANDARD',\n",
-       "  'Owner': {'ID': '0'}}]"
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-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "objects"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "[13, 13, 13]"
-      ],
-      "text/plain": [
-       "[13, 13, 13]"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "file_sizes = [object['Size'] for object in objects]\n",
-    "file_sizes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "file_paths = [object['Key'] for object in objects]\n",
-    "from syft.types.blob_storage import SecureFilePathLocation, BlobStorageEntry, BlobFileType\n",
-    "secure_file_paths = [SecureFilePathLocation(path=file_path) for file_path in file_paths]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
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-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.credentials.verify_key"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "bse_list = [BlobStorageEntry(location=sfp, uploaded_by=client.credentials.verify_key, file_size=13, type_=BlobFileType, bucket_name=\"azurebucket\") for sfp in secure_file_paths]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for bse in bse_list:\n",
-    "    blob_storage = node.python_node.get_service(\"BlobStorageService\")\n",
-    "    blob_storage.stash.set(obj=bse, credentials=client.credentials)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "    :root {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "    }\n",
-       "    .dark-theme {\n",
-       "        --primary-color: #111111;\n",
-       "        --secondary-color: #212121;\n",
-       "        --tertiary-color: #CFCDD6;\n",
-       "        --button-color: #111111;\n",
-       "    }\n",
-       "  .header-1 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 2.0736em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size:  1.44em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.2em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 14px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph-sm {\n",
-       "        font-family: 'Roboto';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 11.62px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .code-text {\n",
-       "        font-family: 'Consolas';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 13px;\n",
-       "        line-height: 130%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
-       "    }\n",
-       "\n",
-       "    /* Tooltip text */\n",
-       "    .tooltip .tooltiptext {\n",
-       "        visibility: hidden;\n",
-       "        width: 120px;\n",
-       "        background-color: black;\n",
-       "        color: #fff;\n",
-       "        text-align: center;\n",
-       "        padding: 5px 0;\n",
-       "        border-radius: 6px;\n",
-       "\n",
-       "        /* Position the tooltip text - see examples below! */\n",
-       "        position: absolute;\n",
-       "        z-index: 1;\n",
-       "    }\n",
-       "\n",
-       "    .repr-cell {\n",
-       "      padding-top: 20px;\n",
-       "    }\n",
-       "\n",
-       "    .text-bold {\n",
-       "        font-weight: bold;\n",
-       "    }\n",
-       "\n",
-       "    .pr-8 {\n",
-       "        padding-right: 8px;\n",
-       "    }\n",
-       "    .pt-8 {\n",
-       "        padding-top: 8px;\n",
-       "    }\n",
-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
-       "    }\n",
-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
-       "    }\n",
-       "\n",
-       "    .py-25{\n",
-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
-       "    }\n",
-       "\n",
-       "    .gap-10 {\n",
-       "        gap: 10px;\n",
-       "    }\n",
-       "    .items-center{\n",
-       "        align-items: center;\n",
-       "    }\n",
-       "\n",
-       "    .folder-icon {\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-input{\n",
-       "        display: flex;\n",
-       "        flex-direction: row;\n",
-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
-       "        height: 24px;\n",
-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
-       "        /* Lt On Surface/Highest */\n",
-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table4f5ce094fd964a0eba4a47b4d03a7847 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(4, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>BlobStorageEntry List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu4f5ce094fd964a0eba4a47b4d03a7847' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content4f5ce094fd964a0eba4a47b4d03a7847')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content4f5ce094fd964a0eba4a47b4d03a7847' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element4f5ce094fd964a0eba4a47b4d03a7847 = [{\"id\": {\"value\": \"29b920c865c8464ea79c1ce94a80d86a\", \"type\": \"clipboard\"}}, {\"id\": {\"value\": \"cdb38c8590a44e3b8502e3fc3a6ef7f6\", \"type\": \"clipboard\"}}, {\"id\": {\"value\": \"68e57aea562840dcb987ac93dfa75c80\", \"type\": \"clipboard\"}}]\n",
-       "                                var page_size4f5ce094fd964a0eba4a47b4d03a7847 = 3\n",
-       "                                var pageIndex4f5ce094fd964a0eba4a47b4d03a7847 = 1\n",
-       "                                var paginatedElements4f5ce094fd964a0eba4a47b4d03a7847 = []\n",
-       "                                var activeFilter4f5ce094fd964a0eba4a47b4d03a7847;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content4f5ce094fd964a0eba4a47b4d03a7847')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter4f5ce094fd964a0eba4a47b4d03a7847').innerText = attr;\n",
-       "                                                activeFilter4f5ce094fd964a0eba4a47b4d03a7847 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content4f5ce094fd964a0eba4a47b4d03a7847'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu4f5ce094fd964a0eba4a47b4d03a7847')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter4f5ce094fd964a0eba4a47b4d03a7847')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter4f5ce094fd964a0eba4a47b4d03a7847 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element4f5ce094fd964a0eba4a47b4d03a7847)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey4f5ce094fd964a0eba4a47b4d03a7847' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid4f5ce094fd964a0eba4a47b4d03a7847(element4f5ce094fd964a0eba4a47b4d03a7847)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total4f5ce094fd964a0eba4a47b4d03a7847'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table4f5ce094fd964a0eba4a47b4d03a7847' class='grid-table4f5ce094fd964a0eba4a47b4d03a7847' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate4f5ce094fd964a0eba4a47b4d03a7847(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid4f5ce094fd964a0eba4a47b4d03a7847(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey4f5ce094fd964a0eba4a47b4d03a7847').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter4f5ce094fd964a0eba4a47b4d03a7847]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter4f5ce094fd964a0eba4a47b4d03a7847].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter4f5ce094fd964a0eba4a47b4d03a7847].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter4f5ce094fd964a0eba4a47b4d03a7847] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById4f5ce094fd964a0eba4a47b4d03a7847('table4f5ce094fd964a0eba4a47b4d03a7847');\n",
-       "                        resetById4f5ce094fd964a0eba4a47b4d03a7847('pag4f5ce094fd964a0eba4a47b4d03a7847');\n",
-       "                        result = paginate4f5ce094fd964a0eba4a47b4d03a7847(result, page_size4f5ce094fd964a0eba4a47b4d03a7847)\n",
-       "                        buildGrid4f5ce094fd964a0eba4a47b4d03a7847(result,pageIndex4f5ce094fd964a0eba4a47b4d03a7847);\n",
-       "                        buildPaginationContainer4f5ce094fd964a0eba4a47b4d03a7847(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function setTheme4f5ce094fd964a0eba4a47b4d03a7847(){\n",
-       "                        const theme = document.body.getAttribute('data-jp-theme-light') === 'true' ? 'light' : 'dark';\n",
-       "\n",
-       "                        if (theme === 'dark') document.body.classList.add('dark-theme');\n",
-       "                        else document.body.classList.remove('dark-theme');\n",
-       "\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById4f5ce094fd964a0eba4a47b4d03a7847(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid4f5ce094fd964a0eba4a47b4d03a7847(items, pageIndex){\n",
-       "                                let headers = Object.keys(element4f5ce094fd964a0eba4a47b4d03a7847[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table4f5ce094fd964a0eba4a47b4d03a7847\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                setTheme4f5ce094fd964a0eba4a47b4d03a7847();\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index4f5ce094fd964a0eba4a47b4d03a7847 = ((pageIndex - 1) * page_size4f5ce094fd964a0eba4a47b4d03a7847)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table4f5ce094fd964a0eba4a47b4d03a7847\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index4f5ce094fd964a0eba4a47b4d03a7847;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index4f5ce094fd964a0eba4a47b4d03a7847 = table_index4f5ce094fd964a0eba4a47b4d03a7847 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements4f5ce094fd964a0eba4a47b4d03a7847 = paginate4f5ce094fd964a0eba4a47b4d03a7847(element4f5ce094fd964a0eba4a47b4d03a7847, page_size4f5ce094fd964a0eba4a47b4d03a7847)\n",
-       "                    buildGrid4f5ce094fd964a0eba4a47b4d03a7847(paginatedElements4f5ce094fd964a0eba4a47b4d03a7847, 1)\n",
-       "                    document.getElementById('total4f5ce094fd964a0eba4a47b4d03a7847').innerText = \"Total: \" + element4f5ce094fd964a0eba4a47b4d03a7847.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag4f5ce094fd964a0eba4a47b4d03a7847' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer4f5ce094fd964a0eba4a47b4d03a7847(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag4f5ce094fd964a0eba4a47b4d03a7847\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage4f5ce094fd964a0eba4a47b4d03a7847(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage4f5ce094fd964a0eba4a47b4d03a7847(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById4f5ce094fd964a0eba4a47b4d03a7847('table4f5ce094fd964a0eba4a47b4d03a7847')\n",
-       "                        buildGrid4f5ce094fd964a0eba4a47b4d03a7847(paginatedElements4f5ce094fd964a0eba4a47b4d03a7847, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer4f5ce094fd964a0eba4a47b4d03a7847(paginatedElements4f5ce094fd964a0eba4a47b4d03a7847)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.types.blob_storage.BlobStorageEntry,\n",
-       " syft.types.blob_storage.BlobStorageEntry,\n",
-       " syft.types.blob_storage.BlobStorageEntry]"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "blob_storage.stash.get_all(credentials=client.credentials).ok()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "syft.node.credentials.SyftVerifyKey"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(client.credentials.verify_key)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<UID: 448cb501cca248c7b9845081ed40744c>"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<UID: 448cb501cca248c7b9845081ed40744c>"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.api.node_uid"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "action_object = sy.ActionObject.empty()\n",
-    "\n",
-    "action_object.syft_blob_storage_entry_id = bse_list[0].id\n",
-    "action_object.syft_client_verify_key = client.credentials.verify_key \n",
-    "action_object.syft_node_location = client.id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class ActionDataEmpty:\n",
-       "  id: str = 1954a89a6e174b5ea8cee97246fd88d4\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "ActionDataEmpty UID: 1954a89a6e174b5ea8cee97246fd88d4 <<class 'NoneType'>>"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "action_object.syft_action_data_cache"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "syft.service.action.action_data_empty.ActionDataEmpty"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(action_object.syft_action_data_cache)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "action_object.reload_cache()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "http://0.0.0.0:8333/azurebucket/0266f72a-edae-4812-8ce2-ea2a57b52529.txt?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=admin%2F20231020%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20231020T095949Z&X-Amz-Expires=1800&X-Amz-SignedHeaders=host&X-Amz-Signature=567949c25c2b95b2269e9ac331eeeba5b5b71c9a180d3d4096645c1d6214fc35\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "Pointer\n",
-       "```\n",
-       "b'Hello, World!'"
-      ],
-      "text/plain": [
-       "Pointer:\n",
-       "b'Hello, World!'"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "res = next(action_object.iter_lines())\n",
-    "res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "http://0.0.0.0:8333/azurebucket/0266f72a-edae-4812-8ce2-ea2a57b52529.txt?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=admin%2F20231020%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20231020T095012Z&X-Amz-Expires=1800&X-Amz-SignedHeaders=host&X-Amz-Signature=c1b86f6c1a4c2bf0f22864286ed7b5551419fc0378a1c93f6307f331b86cfde2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "b'Hello, World!'"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "action_object.syft_action_data_cache.read()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "action_objects = []"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "client.get_bucket_files(bucket_name='azurebucket') # -> List of BlobFile"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/notebooks/helm/debug_nested_syft_functions.ipynb b/notebooks/helm/debug_nested_syft_functions.ipynb
deleted file mode 100644
index 3cc53084740..00000000000
--- a/notebooks/helm/debug_nested_syft_functions.ipynb
+++ /dev/null
@@ -1,435 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "import os\n",
-    "import psutil\n",
-    "import inspect"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "cb2d07de",
-   "metadata": {},
-   "source": [
-    "with server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "9b31c627",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "                           reset=True, \n",
-    "                           n_consumers=3,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=3322)\n",
-    "                           \n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "507740d2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = client.register(name=\"a\", email=\"aa@b.org\", password=\"c\", password_verify=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "0c33d096",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <aa@b.org>\n"
-     ]
-    }
-   ],
-   "source": [
-    "ds_client = node.login(email=\"aa@b.org\", password=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "176addfb",
-   "metadata": {},
-   "source": [
-    "setup: compute train-test overlap between a very large train set and a smaller test set. Small test is still to big for memory, so we split it into 54 parts. We keep 1 of those parts in memory. We dont keep the train set in memory, but read and compare with 1/54 parts line by line. Each part takes ~30 hours, but we can run 54 processes in parallel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a0cea81b",
-   "metadata": {},
-   "source": [
-    "# Setup syft functions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "da2b114a",
-   "metadata": {},
-   "source": [
-    "## Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "83307a2f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = ActionObject.from_obj([1, 2])\n",
-    "x_ptr = x.send(ds_client)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "31bbb3ff",
-   "metadata": {},
-   "source": [
-    "## Batch function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "5d2fd248",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    sleep(1)\n",
-    "    print(\"done\")\n",
-    "    return batch+1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "9ba22655",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "01319f1f",
-   "metadata": {},
-   "source": [
-    "## Main function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "ca1b95ee",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function_single_use(x=x_ptr)\n",
-    "def process_all(domain, x):\n",
-    "    jobs = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        jobs += [batch_job]\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "#     results = [x.wait().get() for x in jobs]\n",
-    "    return 3\n",
-    "#     return sum(results)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e77c5db",
-   "metadata": {},
-   "source": [
-    "# Approve & run"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "0ab572f9",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request f19e660afac5467d8b9a3401978d68da changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request f19e660afac5467d8b9a3401978d68da changes applied"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "r = ds_client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve(approve_nested=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "375ed965",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n",
-      "28/11/23 16:53:22 FUNCTION LOG (e4f4db893879494d9b0b570f728753fe): Launching jobs\n",
-      "28/11/23 16:53:22 FUNCTION LOG (e4f4db893879494d9b0b570f728753fe): starting aggregation\n",
-      "28/11/23 16:53:22 FUNCTION LOG (e4f4db893879494d9b0b570f728753fe): Done\n"
-     ]
-    }
-   ],
-   "source": [
-    "job = ds_client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "2db04ddd",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "c3d71844",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "7d8a2f95",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.jobs[0].subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "cc0db669",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "28/11/23 16:53:26 FUNCTION LOG (38062e3886b64aa59f5bcab139ed4544): starting batch 1\n",
-      "28/11/23 16:53:26 FUNCTION LOG (97293057bba2494a83be5cbd1553e8cf): starting batch 2\n",
-      "28/11/23 16:53:27 FUNCTION LOG (38062e3886b64aa59f5bcab139ed4544): done\n",
-      "28/11/23 16:53:27 FUNCTION LOG (97293057bba2494a83be5cbd1553e8cf): done\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "Pointer:\n",
-       "None"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "5bf0974f",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "5"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "sum([j.wait().get() for j in job.subjobs])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "948d9162",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.land()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/docker helm syft.ipynb b/notebooks/helm/docker-helm-syft.ipynb
similarity index 93%
rename from notebooks/helm/docker helm syft.ipynb
rename to notebooks/helm/docker-helm-syft.ipynb
index 739a1cc6f6d..e6d32b32774 100644
--- a/notebooks/helm/docker helm syft.ipynb	
+++ b/notebooks/helm/docker-helm-syft.ipynb
@@ -41,27 +41,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "id": "7cda8c72",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ConnectionError",
-     "evalue": "Failed to fetch http://localhost:8080/api/v2/metadata. Response returned with code 502",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mConnectionError\u001b[0m                           Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m client \u001b[38;5;241m=\u001b[39m \u001b[43msy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlogin\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mhttp://localhost:8080\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43memail\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43minfo@openmined.org\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpassword\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mchangethis\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:922\u001b[0m, in \u001b[0;36mlogin\u001b[0;34m(email, url, node, port, password, cache)\u001b[0m\n\u001b[1;32m    913\u001b[0m \u001b[38;5;129m@instrument\u001b[39m\n\u001b[1;32m    914\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mlogin\u001b[39m(\n\u001b[1;32m    915\u001b[0m     email: \u001b[38;5;28mstr\u001b[39m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    920\u001b[0m     cache: \u001b[38;5;28mbool\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m    921\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m SyftClient:\n\u001b[0;32m--> 922\u001b[0m     _client \u001b[38;5;241m=\u001b[39m \u001b[43mconnect\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mport\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mport\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    924\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(_client, SyftError):\n\u001b[1;32m    925\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m _client\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:864\u001b[0m, in \u001b[0;36mconnect\u001b[0;34m(url, node, port)\u001b[0m\n\u001b[1;32m    861\u001b[0m         url\u001b[38;5;241m.\u001b[39mset_port(\u001b[38;5;28mint\u001b[39m(port))\n\u001b[1;32m    862\u001b[0m     connection \u001b[38;5;241m=\u001b[39m HTTPConnection(url\u001b[38;5;241m=\u001b[39murl)\n\u001b[0;32m--> 864\u001b[0m client_type \u001b[38;5;241m=\u001b[39m \u001b[43mconnection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_client_type\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    866\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(client_type, SyftError):\n\u001b[1;32m    867\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m client_type\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:314\u001b[0m, in \u001b[0;36mHTTPConnection.get_client_type\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    311\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01menclave_client\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m EnclaveClient\n\u001b[1;32m    312\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mgateway_client\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m GatewayClient\n\u001b[0;32m--> 314\u001b[0m metadata \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_node_metadata\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mSyftSigningKey\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    315\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m metadata\u001b[38;5;241m.\u001b[39mnode_type \u001b[38;5;241m==\u001b[39m NodeType\u001b[38;5;241m.\u001b[39mDOMAIN\u001b[38;5;241m.\u001b[39mvalue:\n\u001b[1;32m    316\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m DomainClient\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:216\u001b[0m, in \u001b[0;36mHTTPConnection.get_node_metadata\u001b[0;34m(self, credentials)\u001b[0m\n\u001b[1;32m    214\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m response\n\u001b[1;32m    215\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 216\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_get\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mroutes\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mROUTE_METADATA\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalue\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    217\u001b[0m     metadata_json \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mloads(response)\n\u001b[1;32m    218\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m NodeMetadataJSON(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mmetadata_json)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:177\u001b[0m, in \u001b[0;36mHTTPConnection._make_get\u001b[0;34m(self, path, params)\u001b[0m\n\u001b[1;32m    173\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msession\u001b[38;5;241m.\u001b[39mget(\n\u001b[1;32m    174\u001b[0m     \u001b[38;5;28mstr\u001b[39m(url), verify\u001b[38;5;241m=\u001b[39mverify_tls(), proxies\u001b[38;5;241m=\u001b[39m{}, params\u001b[38;5;241m=\u001b[39mparams\n\u001b[1;32m    175\u001b[0m )\n\u001b[1;32m    176\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m response\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m200\u001b[39m:\n\u001b[0;32m--> 177\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mConnectionError(\n\u001b[1;32m    178\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to fetch \u001b[39m\u001b[38;5;132;01m{\u001b[39;00murl\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m. Response returned with code \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mresponse\u001b[38;5;241m.\u001b[39mstatus_code\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    179\u001b[0m     )\n\u001b[1;32m    181\u001b[0m \u001b[38;5;66;03m# upgrade to tls if available\u001b[39;00m\n\u001b[1;32m    182\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39murl \u001b[38;5;241m=\u001b[39m upgrade_tls(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39murl, response)\n",
-      "\u001b[0;31mConnectionError\u001b[0m: Failed to fetch http://localhost:8080/api/v2/metadata. Response returned with code 502"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "client = sy.login(url=\"http://localhost:8080\", email=\"info@openmined.org\", password=\"changethis\")"
    ]
@@ -1519,7 +1502,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
+      "\r\n",
       "  0%|                                                                                                                | 0/2 [00:00<?, ?it/s]"
      ]
     },
diff --git a/notebooks/helm/new_policy.ipynb b/notebooks/helm/dynamic-docker-workers.ipynb
similarity index 69%
rename from notebooks/helm/new_policy.ipynb
rename to notebooks/helm/dynamic-docker-workers.ipynb
index 1c3a50ff9c0..80bdb8c986c 100644
--- a/notebooks/helm/new_policy.ipynb
+++ b/notebooks/helm/dynamic-docker-workers.ipynb
@@ -3,23 +3,31 @@
   {
    "cell_type": "code",
    "execution_count": 1,
+   "id": "b27d69a2",
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /home/teo/OpenMined/PySyft\n"
+      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft/notebooks\n"
      ]
     }
    ],
    "source": [
-    "import syft as sy"
+    "import syft as sy\n",
+    "from syft.store.blob_storage import BlobStorageConfig, BlobStorageClientConfig\n",
+    "from syft.store.blob_storage.seaweedfs import SeaweedFSClient, SeaweedFSClientConfig\n",
+    "from syft import ActionObject\n",
+    "from syft.service.action.action_data_empty import ActionFileData\n",
+    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig\n",
+    "from collections import defaultdict"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 2,
+   "id": "dcad6636",
    "metadata": {},
    "outputs": [
     {
@@ -43,222 +51,37 @@
     }
    ],
    "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True, reset=True, n_consumers=30,\n",
+    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
+    "                           reset=True,\n",
+    "                           n_consumers=0,\n",
     "                           create_producer=True)\n",
     "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
+   "id": "a9ea17d8",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Question 1: What type of container do we want for data already on the server?\n",
-    "\n",
-    "obj_1 = sy.ActionObject.from_obj(1)\n",
-    "ptr_1 = obj_1.send(client)\n",
-    "\n",
-    "obj_2 = sy.ActionObject.from_obj(2)\n",
-    "ptr_2 = obj_2.send(client)\n",
-    "\n",
-    "obj_3 = sy.ActionObject.from_obj(3)\n",
-    "ptr_3 = obj_3.send(client)\n",
-    "\n",
-    "# Option 1: ActionObjects inside ActionObjects\n",
-    "# \n",
-    "# Pros: very versatile, could work with data from other domains out of the box\n",
-    "# Cons: might not feel intuitive to the user, will need to change the way we work with\n",
-    "#       ActionObjects in a lot of different places in the codebase\n",
-    "list = sy.ActionObject.from_obj([ptr_1, ptr_2, ptr_3])\n",
-    "list_ptr = list.send(client)\n",
-    "\n",
-    "# Option 2: Create new ActionObjects from the same data\n",
-    "# Will require us to do some value based verification on different objects\n",
-    "# \n",
-    "# Pros: Easier abstraction for the user\n",
-    "# Cons: Value based verification sounds like an attack vector\n",
-    "#       as it can provide a free Oracle to an attacker\n",
-    "list = sy.ActionObject.from_list([ptr_1, ptr_2, ptr_3]) # on the server will do ActionObject.from_obj([1,2,3])\n",
-    "list_ptr = list.send(client)\n",
-    " "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'func' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'func' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "from syft.service.policy.policy import OutputPolicyExecuteCount\n",
-    "\n",
-    "# Question 2: What should the UX be for ExecuteOncePerCombination?\n",
-    "# \n",
-    "# Right now I have worked on using the first option from the previous question\n",
-    "# and using on the fly created lists. We can break this question into more specific ones:\n",
-    "#\n",
-    "# Sub-Question 1: What should we pass for each argument? Should the list be already on the server?\n",
-    "#                 Or can it be defined by the data scientist? \n",
-    "#                 Could it be made of data outside the domain?\n",
-    "#\n",
-    "# Sub-Question 2: Will anything change if instead of data we talk about files?\n",
-    "#                 The final use case actually will iterate for SyftFiles, so can this affect the UX?\n",
-    "#\n",
-    "\n",
-    "@sy.syft_function(input_policy=sy.ExecuteOncePerCombination(\n",
-    "                                    x=[ptr_1, ptr_2, ptr_3],\n",
-    "                                    y=[ptr_1, ptr_2, ptr_3],\n",
-    "                                    z=[ptr_1, ptr_2, ptr_3],\n",
-    "                                ),\n",
-    "                  output_policy=OutputPolicyExecuteCount(limit=27))\n",
-    "def func(x, y, z):\n",
-    "    return x, y, z"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "request = client.code.submit(func)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'main_func' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'main_func' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function_single_use(list=list_ptr)\n",
-    "def main_func(domain, list):\n",
-    "    jobs = []\n",
-    "    print(\"start\")\n",
-    "    # domain.init_progress(27)\n",
-    "    for x in list:\n",
-    "        for y in list:\n",
-    "            for z in list:\n",
-    "                print(x,y,z)\n",
-    "                # domain.progress()\n",
-    "                batch_job = domain.launch_job(func, x=x, y=y, z=z)\n",
-    "                jobs.append(batch_job)\n",
-    "                    \n",
-    "    print(\"done\")\n",
-    "    \n",
-    "    return None"
+    "client.worker.start_workers(n=3)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request 51fa624adc3d47e7a8dc97886df8dfdc changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request 51fa624adc3d47e7a8dc97886df8dfdc changes applied"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.request_code_execution(main_func)\n",
-    "client.requests[-1].approve()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job = client.code.main_func(list=list_ptr, blocking=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class Job:\n",
-       "    id: UID = 02936696f4a64aac98af478b04decb3d\n",
-       "    status: JobStatus.CREATED\n",
-       "    has_parent: False\n",
-       "    result: None\n",
-       "    logs:\n",
-       "\n",
-       "0 \n",
-       "    \n",
-       "```"
-      ],
-      "text/plain": [
-       "syft.service.job.job_stash.Job"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
+   "id": "c0c8331c",
    "metadata": {},
    "outputs": [],
    "source": [
-    "jobs = client.jobs"
+    "workers = client.worker.list()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 8,
+   "id": "f8fc2e1b",
    "metadata": {},
    "outputs": [
     {
@@ -266,18 +89,20 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "    :root {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "    }\n",
-       "    .dark-theme {\n",
+       "  body[data-jp-theme-light='false'] {\n",
        "        --primary-color: #111111;\n",
        "        --secondary-color: #212121;\n",
        "        --tertiary-color: #CFCDD6;\n",
        "        --button-color: #111111;\n",
-       "    }\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
        "  .header-1 {\n",
        "        font-style: normal;\n",
        "        font-weight: 600;\n",
@@ -465,9 +290,9 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-tableab92cb682d2d4c00bcba003b582d3048 {\n",
+       "    .grid-table541eaab784db4c748e972aa58bc6c659 {\n",
        "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(28, 1fr);\n",
+       "        grid-template-columns: 1fr repeat(12, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
        "        overflow-x: auto;\n",
        "    }\n",
@@ -488,7 +313,7 @@
        "        /* Auto layout */\n",
        "        display: flex;\n",
        "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
+       "        align-items: center;\n",
        "        padding: 6px 4px;\n",
        "\n",
        "        /* Lt On Surface/Surface */\n",
@@ -631,31 +456,31 @@
        "    <div style='margin-top:15px;'>\n",
        "        <div class='flex gap-10' style='align-items: center;'>\n",
        "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
+       "            <div><p class='header-3'>DockerWorker List</p></div>\n",
        "        </div>\n",
        "\n",
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menuab92cb682d2d4c00bcba003b582d3048' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-contentab92cb682d2d4c00bcba003b582d3048')\n",
+       "                        <div id='search-menu541eaab784db4c748e972aa58bc6c659' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content541eaab784db4c748e972aa58bc6c659')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-contentab92cb682d2d4c00bcba003b582d3048' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content541eaab784db4c748e972aa58bc6c659' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var elementab92cb682d2d4c00bcba003b582d3048 = [{\"id\": {\"value\": \"02936696f4a64aac98af478b04decb3d\", \"type\": \"clipboard\"}, \"progress\": \"created\", \"start date\": \"2023-10-10 12:14:00.373164\", \"logs\": \"\", \"result\": \"\", \"has_parent\": false, \"subjobs\": 0}]\n",
-       "                                var page_sizeab92cb682d2d4c00bcba003b582d3048 = 1\n",
-       "                                var pageIndexab92cb682d2d4c00bcba003b582d3048 = 1\n",
-       "                                var paginatedElementsab92cb682d2d4c00bcba003b582d3048 = []\n",
-       "                                var activeFilterab92cb682d2d4c00bcba003b582d3048;\n",
+       "                                var element541eaab784db4c748e972aa58bc6c659 = [{\"id\": {\"value\": \"03a9808aa0934ce8a444329d7d1c68c5\", \"type\": \"clipboard\"}, \"container_id\": \"77d06f35afc18a2cf1765727054c4906a9ee44807aceab7e713c07f91698c571\", \"created_at\": \"2023-10-13 14:37:30\"}, {\"id\": {\"value\": \"e84abc5a7c79466aa486c27e663ba08e\", \"type\": \"clipboard\"}, \"container_id\": \"2bb01dea67f0f007f0b7a8a6e9e97e62ee39dcfaf319546e3d43130d5cd810da\", \"created_at\": \"2023-10-13 14:37:19\"}, {\"id\": {\"value\": \"3d7291a7c7644d6da9b840430b308d34\", \"type\": \"clipboard\"}, \"container_id\": \"7e408ea41fc49a572b9167a88bba2e6cd350788fbd306fb2e13d425a41060427\", \"created_at\": \"2023-10-13 14:37:19\"}]\n",
+       "                                var page_size541eaab784db4c748e972aa58bc6c659 = 3\n",
+       "                                var pageIndex541eaab784db4c748e972aa58bc6c659 = 1\n",
+       "                                var paginatedElements541eaab784db4c748e972aa58bc6c659 = []\n",
+       "                                var activeFilter541eaab784db4c748e972aa58bc6c659;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-contentab92cb682d2d4c00bcba003b582d3048')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content541eaab784db4c748e972aa58bc6c659')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -665,10 +490,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filterab92cb682d2d4c00bcba003b582d3048').innerText = attr;\n",
-       "                                                activeFilterab92cb682d2d4c00bcba003b582d3048 = attr;\n",
+       "                                                document.getElementById('menu-active-filter541eaab784db4c748e972aa58bc6c659').innerText = attr;\n",
+       "                                                activeFilter541eaab784db4c748e972aa58bc6c659 = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-contentab92cb682d2d4c00bcba003b582d3048'\n",
+       "                                                    'search-dropdown-content541eaab784db4c748e972aa58bc6c659'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -678,30 +503,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menuab92cb682d2d4c00bcba003b582d3048')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu541eaab784db4c748e972aa58bc6c659')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filterab92cb682d2d4c00bcba003b582d3048')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter541eaab784db4c748e972aa58bc6c659')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilterab92cb682d2d4c00bcba003b582d3048 = init_filter;\n",
+       "                                    activeFilter541eaab784db4c748e972aa58bc6c659 = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(elementab92cb682d2d4c00bcba003b582d3048)\n",
+       "                                buildDropDownMenu(element541eaab784db4c748e972aa58bc6c659)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKeyab92cb682d2d4c00bcba003b582d3048' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey541eaab784db4c748e972aa58bc6c659' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGridab92cb682d2d4c00bcba003b582d3048(elementab92cb682d2d4c00bcba003b582d3048)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid541eaab784db4c748e972aa58bc6c659(element541eaab784db4c748e972aa58bc6c659)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='totalab92cb682d2d4c00bcba003b582d3048'>0</h4></div>\n",
+       "                <div><h4 id='total541eaab784db4c748e972aa58bc6c659'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='tableab92cb682d2d4c00bcba003b582d3048' class='grid-tableab92cb682d2d4c00bcba003b582d3048' style='margin-top: 25px;'>\n",
+       "            <div id='table541eaab784db4c748e972aa58bc6c659' class='grid-table541eaab784db4c748e972aa58bc6c659' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginateab92cb682d2d4c00bcba003b582d3048(arr, size) {\n",
+       "                    function paginate541eaab784db4c748e972aa58bc6c659(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -711,55 +536,47 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGridab92cb682d2d4c00bcba003b582d3048(elements){\n",
-       "                        let searchKey = document.getElementById('searchKeyab92cb682d2d4c00bcba003b582d3048').value;\n",
+       "                    function searchGrid541eaab784db4c748e972aa58bc6c659(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey541eaab784db4c748e972aa58bc6c659').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilterab92cb682d2d4c00bcba003b582d3048]\n",
+       "                                let property = element[activeFilter541eaab784db4c748e972aa58bc6c659]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilterab92cb682d2d4c00bcba003b582d3048].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilterab92cb682d2d4c00bcba003b582d3048].toString() === searchKey;\n",
+       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilterab92cb682d2d4c00bcba003b582d3048] === searchKey;\n",
+       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetByIdab92cb682d2d4c00bcba003b582d3048('tableab92cb682d2d4c00bcba003b582d3048');\n",
-       "                        resetByIdab92cb682d2d4c00bcba003b582d3048('pagab92cb682d2d4c00bcba003b582d3048');\n",
-       "                        result = paginateab92cb682d2d4c00bcba003b582d3048(result, page_sizeab92cb682d2d4c00bcba003b582d3048)\n",
-       "                        buildGridab92cb682d2d4c00bcba003b582d3048(result,pageIndexab92cb682d2d4c00bcba003b582d3048);\n",
-       "                        buildPaginationContainerab92cb682d2d4c00bcba003b582d3048(result);\n",
+       "                        resetById541eaab784db4c748e972aa58bc6c659('table541eaab784db4c748e972aa58bc6c659');\n",
+       "                        resetById541eaab784db4c748e972aa58bc6c659('pag541eaab784db4c748e972aa58bc6c659');\n",
+       "                        result = paginate541eaab784db4c748e972aa58bc6c659(result, page_size541eaab784db4c748e972aa58bc6c659)\n",
+       "                        paginatedElements541eaab784db4c748e972aa58bc6c659 = result\n",
+       "                        buildGrid541eaab784db4c748e972aa58bc6c659(result,pageIndex541eaab784db4c748e972aa58bc6c659);\n",
+       "                        buildPaginationContainer541eaab784db4c748e972aa58bc6c659(result);\n",
        "                    }\n",
        "\n",
-       "                    function setThemeab92cb682d2d4c00bcba003b582d3048(){\n",
-       "                        const theme = document.body.getAttribute('data-jp-theme-light') === 'true' ? 'light' : 'dark';\n",
-       "\n",
-       "                        if (theme === 'dark') document.body.classList.add('dark-theme');\n",
-       "                        else document.body.classList.remove('dark-theme');\n",
-       "\n",
-       "                    }\n",
-       "\n",
-       "                    function resetByIdab92cb682d2d4c00bcba003b582d3048(id){\n",
+       "                    function resetById541eaab784db4c748e972aa58bc6c659(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGridab92cb682d2d4c00bcba003b582d3048(items, pageIndex){\n",
-       "                                let headers = Object.keys(elementab92cb682d2d4c00bcba003b582d3048[0]);\n",
+       "                    function buildGrid541eaab784db4c748e972aa58bc6c659(items, pageIndex){\n",
+       "                                let headers = Object.keys(element541eaab784db4c748e972aa58bc6c659[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"tableab92cb682d2d4c00bcba003b582d3048\");\n",
+       "                                let grid = document.getElementById(\"table541eaab784db4c748e972aa58bc6c659\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
-       "                                setThemeab92cb682d2d4c00bcba003b582d3048();\n",
        "                                headers.forEach((title) =>{\n",
        "                                    let div = document.createElement(\"div\");\n",
        "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
@@ -770,13 +587,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_indexab92cb682d2d4c00bcba003b582d3048 = ((pageIndex - 1) * page_sizeab92cb682d2d4c00bcba003b582d3048)\n",
+       "                                    let table_index541eaab784db4c748e972aa58bc6c659 = ((pageIndex - 1) * page_size541eaab784db4c748e972aa58bc6c659)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"tableab92cb682d2d4c00bcba003b582d3048\");\n",
+       "                                        let grid = document.getElementById(\"table541eaab784db4c748e972aa58bc6c659\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_indexab92cb682d2d4c00bcba003b582d3048;\n",
+       "                                        divIndex.innerText = table_index541eaab784db4c748e972aa58bc6c659;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -834,19 +651,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_indexab92cb682d2d4c00bcba003b582d3048 = table_indexab92cb682d2d4c00bcba003b582d3048 + 1;\n",
+       "                                    table_index541eaab784db4c748e972aa58bc6c659 = table_index541eaab784db4c748e972aa58bc6c659 + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElementsab92cb682d2d4c00bcba003b582d3048 = paginateab92cb682d2d4c00bcba003b582d3048(elementab92cb682d2d4c00bcba003b582d3048, page_sizeab92cb682d2d4c00bcba003b582d3048)\n",
-       "                    buildGridab92cb682d2d4c00bcba003b582d3048(paginatedElementsab92cb682d2d4c00bcba003b582d3048, 1)\n",
-       "                    document.getElementById('totalab92cb682d2d4c00bcba003b582d3048').innerText = \"Total: \" + elementab92cb682d2d4c00bcba003b582d3048.length\n",
+       "                    paginatedElements541eaab784db4c748e972aa58bc6c659 = paginate541eaab784db4c748e972aa58bc6c659(element541eaab784db4c748e972aa58bc6c659, page_size541eaab784db4c748e972aa58bc6c659)\n",
+       "                    buildGrid541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659, 1)\n",
+       "                    document.getElementById('total541eaab784db4c748e972aa58bc6c659').innerText = \"Total: \" + element541eaab784db4c748e972aa58bc6c659.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pagab92cb682d2d4c00bcba003b582d3048' class='paginationContainer'>\n",
+       "            <div id='pag541eaab784db4c748e972aa58bc6c659' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainerab92cb682d2d4c00bcba003b582d3048(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pagab92cb682d2d4c00bcba003b582d3048\");\n",
+       "                    function buildPaginationContainer541eaab784db4c748e972aa58bc6c659(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag541eaab784db4c748e972aa58bc6c659\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -856,20 +673,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPageab92cb682d2d4c00bcba003b582d3048(i + 1);\n",
+       "                                      setPage541eaab784db4c748e972aa58bc6c659(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPageab92cb682d2d4c00bcba003b582d3048(newPage){\n",
+       "                    function setPage541eaab784db4c748e972aa58bc6c659(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetByIdab92cb682d2d4c00bcba003b582d3048('tableab92cb682d2d4c00bcba003b582d3048')\n",
-       "                        buildGridab92cb682d2d4c00bcba003b582d3048(paginatedElementsab92cb682d2d4c00bcba003b582d3048, pageIndex)\n",
+       "                        resetById541eaab784db4c748e972aa58bc6c659('table541eaab784db4c748e972aa58bc6c659')\n",
+       "                        buildGrid541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainerab92cb682d2d4c00bcba003b582d3048(paginatedElementsab92cb682d2d4c00bcba003b582d3048)\n",
+       "                    buildPaginationContainer541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -877,73 +694,48 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "<syft.client.api.APIModule at 0x7fb6c59610d0>"
+       "[syft.service.worker.worker_service.DockerWorker,\n",
+       " syft.service.worker.worker_service.DockerWorker,\n",
+       " syft.service.worker.worker_service.DockerWorker]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "jobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# jobs[2].parent_job_id"
+    "workers"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job_tree = {}\n",
-    "for job in jobs:\n",
-    "    if job.parent_job_id in job_tree:\n",
-    "        job_tree[job.parent_job_id].append(job)\n",
-    "    else:\n",
-    "        job_tree[job.parent_job_id] = [job]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 6,
+   "id": "28c5e351",
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "├─ 02936696f4a64aac98af478b04decb3d\n"
-     ]
+     "data": {
+      "text/html": [
+       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: 2 workers stopped</div><br />"
+      ],
+      "text/plain": [
+       "SyftSuccess: 2 workers stopped"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "def recursive_print(parent_job, tab_space = 0):\n",
-    "    lines = \"─\"\n",
-    "    if parent_job.id in job_tree:\n",
-    "        for job in job_tree[parent_job.id]:\n",
-    "            print(f\"├─{lines * 2}\",  job.id)\n",
-    "            recursive_print(job, tab_space=tab_space+2)\n",
-    "\n",
-    "for job in jobs:\n",
-    "    if not job.has_parent:\n",
-    "        print(\"├─\", job.id)\n",
-    "        recursive_print(job, tab_space=2)\n",
-    "        "
+    "client.worker.stop(workers)"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "syft_3.11",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -957,9 +749,22 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.4"
+   "version": "3.9.16"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": true
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 5
 }
diff --git a/notebooks/helm/file descriptor test.ipynb b/notebooks/helm/file descriptor test.ipynb
deleted file mode 100644
index 37a4c98474f..00000000000
--- a/notebooks/helm/file descriptor test.ipynb	
+++ /dev/null
@@ -1,2192 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "import os\n",
-    "import psutil\n",
-    "import inspect"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "cb2d07de",
-   "metadata": {},
-   "source": [
-    "with server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "f333c92e",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614704362256: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289243296: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289244016: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289244064: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(130)\u001b[0;36mcur\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    129 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 130 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    131 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(107)\u001b[0;36mcreate_table\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    106 \u001b[0;31m        \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 107 \u001b[0;31m            self.cur.execute(\n",
-      "\u001b[0m\u001b[0;32m    108 \u001b[0;31m                \u001b[0;34mf\"create table {self.table_name} (uid VARCHAR(32) NOT NULL PRIMARY KEY, \"\u001b[0m  \u001b[0;31m# nosec\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(74)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     73 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msqlite3\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCursor\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 74 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     75 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(120)\u001b[0;36minit_store\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    119 \u001b[0;31m            )\n",
-      "\u001b[0m\u001b[0;32m--> 120 \u001b[0;31m            self.unique_keys = self.store_config.backing_store(\n",
-      "\u001b[0m\u001b[0;32m    121 \u001b[0;31m                \u001b[0;34m\"unique_keys\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> l\n",
-      "\u001b[1;32m    115 \u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m    116 \u001b[0m        \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m    117 \u001b[0m            self.data = self.store_config.backing_store(\n",
-      "\u001b[1;32m    118 \u001b[0m                \u001b[0;34m\"data\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m    119 \u001b[0m            )\n",
-      "\u001b[0;32m--> 120 \u001b[0;31m            self.unique_keys = self.store_config.backing_store(\n",
-      "\u001b[0m\u001b[1;32m    121 \u001b[0m                \u001b[0;34m\"unique_keys\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m    122 \u001b[0m            )\n",
-      "\u001b[1;32m    123 \u001b[0m            self.searchable_keys = self.store_config.backing_store(\n",
-      "\u001b[1;32m    124 \u001b[0m                \u001b[0;34m\"searchable_keys\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32m    125 \u001b[0m            )\n",
-      "\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(328)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    327 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 328 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minit_store\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    329 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(109)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    108 \u001b[0;31m    ):\n",
-      "\u001b[0m\u001b[0;32m--> 109 \u001b[0;31m        \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    110 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(545)\u001b[0;36mpartition\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    544 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartitions\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 545 \u001b[0;31m            self.partitions[settings.name] = self.partition_type(\n",
-      "\u001b[0m\u001b[0;32m    546 \u001b[0;31m                \u001b[0mroot_verify_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(561)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    560 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 561 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    562 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/queue/queue_stash.py\u001b[0m(139)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    138 \u001b[0;31m    \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDocumentStore\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 139 \u001b[0;31m        \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    140 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(781)\u001b[0;36minit_stores\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    780 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maction_store_config\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0maction_store_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 781 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueue_stash\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mQueueStash\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdocument_store\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    782 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(321)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    320 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msqlite_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msqlite_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 321 \u001b[0;31m        self.init_stores(\n",
-      "\u001b[0m\u001b[0;32m    322 \u001b[0;31m            \u001b[0maction_store_config\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maction_store_config\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289243008: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289242432: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728064: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728976: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285729696: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716176: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289717088: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289718624: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716944: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289715792: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285729744: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728256: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614704361632: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289243536: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289760848: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289762624: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289763680: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289243632: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614704364800: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728592: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> cc\n",
-      "*** NameError: name 'cc' is not defined\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289715312: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> cd\n",
-      "*** NameError: name 'cd' is not defined\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716560: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289761856: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289764160: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292018560: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289764208: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716896: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716128: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285725952: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614704365328: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292019136: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292019760: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292020528: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292078704: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292020624: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292019088: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289242624: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(130)\u001b[0;36mcur\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    129 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 130 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    131 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(107)\u001b[0;36mcreate_table\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    106 \u001b[0;31m        \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 107 \u001b[0;31m            self.cur.execute(\n",
-      "\u001b[0m\u001b[0;32m    108 \u001b[0;31m                \u001b[0;34mf\"create table {self.table_name} (uid VARCHAR(32) NOT NULL PRIMARY KEY, \"\u001b[0m  \u001b[0;31m# nosec\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(74)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     73 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msqlite3\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCursor\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 74 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     75 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(123)\u001b[0;36minit_store\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    122 \u001b[0;31m            )\n",
-      "\u001b[0m\u001b[0;32m--> 123 \u001b[0;31m            self.searchable_keys = self.store_config.backing_store(\n",
-      "\u001b[0m\u001b[0;32m    124 \u001b[0;31m                \u001b[0;34m\"searchable_keys\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(328)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    327 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 328 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minit_store\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    329 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(109)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    108 \u001b[0;31m    ):\n",
-      "\u001b[0m\u001b[0;32m--> 109 \u001b[0;31m        \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    110 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(545)\u001b[0;36mpartition\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    544 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartitions\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 545 \u001b[0;31m            self.partitions[settings.name] = self.partition_type(\n",
-      "\u001b[0m\u001b[0;32m    546 \u001b[0;31m                \u001b[0mroot_verify_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(561)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    560 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 561 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    562 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/data_subject/data_subject_service.py\u001b[0m(39)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     38 \u001b[0;31m    \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDocumentStore\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 39 \u001b[0;31m        \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     40 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/data_subject/data_subject_service.py\u001b[0m(65)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     64 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 65 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstash\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDataSubjectStash\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     66 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(825)\u001b[0;36m_construct_services\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    824 \u001b[0;31m                \u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"store\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdocument_store\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 825 \u001b[0;31m            self.service_path_map[service_klass.__name__.lower()] = service_klass(\n",
-      "\u001b[0m\u001b[0;32m    826 \u001b[0;31m                \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(336)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    335 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservices\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mservices\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 336 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_construct_services\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    337 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(536)\u001b[0;36mnamed\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    535 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 536 \u001b[0;31m        return cls(\n",
-      "\u001b[0m\u001b[0;32m    537 \u001b[0;31m            \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728832: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716032: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289760608: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292079856: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292081056: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292081872: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289761040: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> cc\n",
-      "*** NameError: name 'cc' is not defined\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289715744: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285726240: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289243104: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292019472: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292080192: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292079712: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292157248: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292158976: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292080048: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292080336: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292017456: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "adding 140704630577344\n",
-      "new cache: dict_keys([140704630577344])\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728304: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(130)\u001b[0;36mcur\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    129 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 130 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    131 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(107)\u001b[0;36mcreate_table\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    106 \u001b[0;31m        \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 107 \u001b[0;31m            self.cur.execute(\n",
-      "\u001b[0m\u001b[0;32m    108 \u001b[0;31m                \u001b[0;34mf\"create table {self.table_name} (uid VARCHAR(32) NOT NULL PRIMARY KEY, \"\u001b[0m  \u001b[0;31m# nosec\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(74)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     73 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_cur\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msqlite3\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCursor\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 74 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     75 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(120)\u001b[0;36minit_store\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    119 \u001b[0;31m            )\n",
-      "\u001b[0m\u001b[0;32m--> 120 \u001b[0;31m            self.unique_keys = self.store_config.backing_store(\n",
-      "\u001b[0m\u001b[0;32m    121 \u001b[0;31m                \u001b[0;34m\"unique_keys\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(328)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    327 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore_config\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 328 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minit_store\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    329 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/kv_document_store.py\u001b[0m(109)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    108 \u001b[0;31m    ):\n",
-      "\u001b[0m\u001b[0;32m--> 109 \u001b[0;31m        \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstore_config\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    110 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(545)\u001b[0;36mpartition\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    544 \u001b[0;31m        \u001b[0;32mif\u001b[0m \u001b[0msettings\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartitions\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 545 \u001b[0;31m            self.partitions[settings.name] = self.partition_type(\n",
-      "\u001b[0m\u001b[0;32m    546 \u001b[0;31m                \u001b[0mroot_verify_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroot_verify_key\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/document_store.py\u001b[0m(561)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    560 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 561 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpartition\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    562 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/project/project_service.py\u001b[0m(40)\u001b[0;36m__init__\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     39 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstore\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 40 \u001b[0;31m        \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstash\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mProjectStash\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstore\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     41 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> u\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\u001b[0m(825)\u001b[0;36m_construct_services\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    824 \u001b[0;31m                \u001b[0mkwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"store\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdocument_store\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 825 \u001b[0;31m            self.service_path_map[service_klass.__name__.lower()] = service_klass(\n",
-      "\u001b[0m\u001b[0;32m    826 \u001b[0;31m                \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716608: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292157776: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292160272: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Calling del\n",
-      "calling closecloseclose\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614285728304: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Could not close connection\n",
-      "Calling del\n",
-      "calling closecloseclose\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614289716608: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Could not close connection\n",
-      "Calling del\n",
-      "calling closecloseclose\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292157776: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n",
-      "Could not close connection\n",
-      "Calling del\n",
-      "calling closecloseclose\n",
-      "Creating new connection, 140704630577344 not in cache for db obj 140614292160272: dict_keys([])\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/store/sqlite_document_store.py\u001b[0m(124)\u001b[0;36mdb\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m    123 \u001b[0;31m            \u001b[0mipdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m--> 124 \u001b[0;31m            \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_connect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m    125 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_db\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mthread_ident\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> qq\n",
-      "*** NameError: name 'qq' is not defined\n",
-      "ipdb> \n",
-      "*** NameError: name 'qq' is not defined\n",
-      "ipdb> q\n",
-      "Could not close connection\n"
-     ]
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "'SyftError' object has no attribute 'current_version'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m node \u001b[38;5;241m=\u001b[39m \u001b[43msy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43morchestra\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlaunch\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtest-domain-helm2\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdev_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;66;43;03m#                            reset=True, \u001b[39;49;00m\n\u001b[1;32m      3\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mn_consumers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m      4\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mcreate_producer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m      5\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mqueue_port\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m3322\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m      7\u001b[0m client \u001b[38;5;241m=\u001b[39m node\u001b[38;5;241m.\u001b[39mlogin(email\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minfo@openmined.org\u001b[39m\u001b[38;5;124m\"\u001b[39m, password\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mchangethis\u001b[39m\u001b[38;5;124m\"\u001b[39m)    \n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/hagrid/hagrid/orchestra.py:523\u001b[0m, in \u001b[0;36mOrchestra.launch\u001b[0;34m(name, node_type, deploy_to, node_side_type, port, processes, local_db, dev_mode, cmd, reset, tail, host, tag, verbose, render, enable_warnings, n_consumers, create_producer, queue_port)\u001b[0m\n\u001b[1;32m    520\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m    522\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m deployment_type_enum \u001b[38;5;241m==\u001b[39m DeploymentType\u001b[38;5;241m.\u001b[39mPYTHON:\n\u001b[0;32m--> 523\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mdeploy_to_python\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    524\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnode_type_enum\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_type_enum\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    525\u001b[0m \u001b[43m        \u001b[49m\u001b[43mdeployment_type_enum\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdeployment_type_enum\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    526\u001b[0m \u001b[43m        \u001b[49m\u001b[43mport\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mport\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    527\u001b[0m \u001b[43m        \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    528\u001b[0m \u001b[43m        \u001b[49m\u001b[43mhost\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhost\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    529\u001b[0m \u001b[43m        \u001b[49m\u001b[43mreset\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreset\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    530\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtail\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtail\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    531\u001b[0m \u001b[43m        \u001b[49m\u001b[43mdev_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdev_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    532\u001b[0m \u001b[43m        \u001b[49m\u001b[43mprocesses\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mprocesses\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    533\u001b[0m \u001b[43m        \u001b[49m\u001b[43mlocal_db\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlocal_db\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    534\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnode_side_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_side_type_enum\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    535\u001b[0m \u001b[43m        \u001b[49m\u001b[43menable_warnings\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43menable_warnings\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    536\u001b[0m \u001b[43m        \u001b[49m\u001b[43mn_consumers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn_consumers\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    537\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcreate_producer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcreate_producer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    538\u001b[0m \u001b[43m        \u001b[49m\u001b[43mqueue_port\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqueue_port\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    539\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    541\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m deployment_type_enum \u001b[38;5;241m==\u001b[39m DeploymentType\u001b[38;5;241m.\u001b[39mK8S:\n\u001b[1;32m    542\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m deploy_to_k8s(\n\u001b[1;32m    543\u001b[0m         node_type_enum\u001b[38;5;241m=\u001b[39mnode_type_enum,\n\u001b[1;32m    544\u001b[0m         deployment_type_enum\u001b[38;5;241m=\u001b[39mdeployment_type_enum,\n\u001b[1;32m    545\u001b[0m         name\u001b[38;5;241m=\u001b[39mname,\n\u001b[1;32m    546\u001b[0m         node_side_type\u001b[38;5;241m=\u001b[39mnode_side_type_enum,\n\u001b[1;32m    547\u001b[0m     )\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/hagrid/hagrid/orchestra.py:299\u001b[0m, in \u001b[0;36mdeploy_to_python\u001b[0;34m(node_type_enum, deployment_type_enum, port, name, host, reset, tail, dev_mode, processes, local_db, node_side_type, enable_warnings, n_consumers, create_producer, queue_port)\u001b[0m\n\u001b[1;32m    297\u001b[0m sig \u001b[38;5;241m=\u001b[39m inspect\u001b[38;5;241m.\u001b[39msignature(worker_class\u001b[38;5;241m.\u001b[39mnamed)\n\u001b[1;32m    298\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnode_type\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m sig\u001b[38;5;241m.\u001b[39mparameters\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m--> 299\u001b[0m     worker \u001b[38;5;241m=\u001b[39m \u001b[43mworker_class\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnamed\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    300\u001b[0m \u001b[43m        \u001b[49m\u001b[43mdev_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdev_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    301\u001b[0m \u001b[43m        \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    302\u001b[0m \u001b[43m        \u001b[49m\u001b[43mprocesses\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mprocesses\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    303\u001b[0m \u001b[43m        \u001b[49m\u001b[43mreset\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreset\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    304\u001b[0m \u001b[43m        \u001b[49m\u001b[43mlocal_db\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlocal_db\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    305\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnode_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_type_enum\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    306\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnode_side_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_side_type\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    307\u001b[0m \u001b[43m        \u001b[49m\u001b[43menable_warnings\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43menable_warnings\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    308\u001b[0m \u001b[43m        \u001b[49m\u001b[43mn_consumers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn_consumers\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    309\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcreate_producer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcreate_producer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    310\u001b[0m \u001b[43m        \u001b[49m\u001b[43mqueue_port\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqueue_port\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    311\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmigrate\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    312\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    313\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    314\u001b[0m     \u001b[38;5;66;03m# syft <= 0.8.1\u001b[39;00m\n\u001b[1;32m    315\u001b[0m     worker \u001b[38;5;241m=\u001b[39m worker_class\u001b[38;5;241m.\u001b[39mnamed(\n\u001b[1;32m    316\u001b[0m         name\u001b[38;5;241m=\u001b[39mname,\n\u001b[1;32m    317\u001b[0m         processes\u001b[38;5;241m=\u001b[39mprocesses,\n\u001b[1;32m    318\u001b[0m         reset\u001b[38;5;241m=\u001b[39mreset,\n\u001b[1;32m    319\u001b[0m         local_db\u001b[38;5;241m=\u001b[39mlocal_db,\n\u001b[1;32m    320\u001b[0m     )\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:536\u001b[0m, in \u001b[0;36mNode.named\u001b[0;34m(cls, name, processes, reset, local_db, sqlite_path, node_type, node_side_type, enable_warnings, n_consumers, create_producer, queue_port, dev_mode, migrate)\u001b[0m\n\u001b[1;32m    533\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    534\u001b[0m     queue_config \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 536\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mcls\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[1;32m    537\u001b[0m \u001b[43m    \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    538\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;28;43mid\u001b[39;49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muid\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    539\u001b[0m \u001b[43m    \u001b[49m\u001b[43msigning_key\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkey\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    540\u001b[0m \u001b[43m    \u001b[49m\u001b[43mprocesses\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mprocesses\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    541\u001b[0m \u001b[43m    \u001b[49m\u001b[43mlocal_db\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlocal_db\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    542\u001b[0m \u001b[43m    \u001b[49m\u001b[43msqlite_path\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msqlite_path\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    543\u001b[0m \u001b[43m    \u001b[49m\u001b[43mnode_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_type\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    544\u001b[0m \u001b[43m    \u001b[49m\u001b[43mnode_side_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnode_side_type\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    545\u001b[0m \u001b[43m    \u001b[49m\u001b[43menable_warnings\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43menable_warnings\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    546\u001b[0m \u001b[43m    \u001b[49m\u001b[43mblob_storage_config\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mblob_storage_config\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    547\u001b[0m \u001b[43m    \u001b[49m\u001b[43mqueue_config\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqueue_config\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    548\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdev_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdev_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    549\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmigrate\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmigrate\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    550\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:336\u001b[0m, in \u001b[0;36mNode.__init__\u001b[0;34m(self, name, id, services, signing_key, action_store_config, document_store_config, root_email, root_username, root_password, processes, is_subprocess, node_type, local_db, sqlite_path, blob_storage_config, queue_config, node_side_type, enable_warnings, dev_mode, migrate)\u001b[0m\n\u001b[1;32m    333\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39menable_warnings \u001b[38;5;241m=\u001b[39m enable_warnings\n\u001b[1;32m    335\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservices \u001b[38;5;241m=\u001b[39m services\n\u001b[0;32m--> 336\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_construct_services()\n\u001b[1;32m    338\u001b[0m create_admin_new(  \u001b[38;5;66;03m# nosec B106\u001b[39;00m\n\u001b[1;32m    339\u001b[0m     name\u001b[38;5;241m=\u001b[39mroot_username,\n\u001b[1;32m    340\u001b[0m     email\u001b[38;5;241m=\u001b[39mroot_email,\n\u001b[1;32m    341\u001b[0m     password\u001b[38;5;241m=\u001b[39mroot_password,\n\u001b[1;32m    342\u001b[0m     node\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m    343\u001b[0m )\n\u001b[1;32m    345\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclient_cache \u001b[38;5;241m=\u001b[39m {}\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:611\u001b[0m, in \u001b[0;36mNode.find_and_migrate_data\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    601\u001b[0m context \u001b[38;5;241m=\u001b[39m AuthedServiceContext(\n\u001b[1;32m    602\u001b[0m     node\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m    603\u001b[0m     credentials\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mverify_key,\n\u001b[1;32m    604\u001b[0m     role\u001b[38;5;241m=\u001b[39mServiceRole\u001b[38;5;241m.\u001b[39mADMIN,\n\u001b[1;32m    605\u001b[0m )\n\u001b[1;32m    606\u001b[0m document_store_object_types \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m    607\u001b[0m     partition\u001b[38;5;241m.\u001b[39msettings\u001b[38;5;241m.\u001b[39mobject_type\n\u001b[1;32m    608\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m partition \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdocument_store\u001b[38;5;241m.\u001b[39mpartitions\u001b[38;5;241m.\u001b[39mvalues()\n\u001b[1;32m    609\u001b[0m ]\n\u001b[0;32m--> 611\u001b[0m object_pending_migration \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_find_klasses_pending_for_migration\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    612\u001b[0m \u001b[43m    \u001b[49m\u001b[43mobject_types\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdocument_store_object_types\u001b[49m\n\u001b[1;32m    613\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    615\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m object_pending_migration:\n\u001b[1;32m    616\u001b[0m     \u001b[38;5;28mprint\u001b[39m(\n\u001b[1;32m    617\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mObject in Document Store that needs migration: \u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m    618\u001b[0m         object_pending_migration,\n\u001b[1;32m    619\u001b[0m     )\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:587\u001b[0m, in \u001b[0;36mNode._find_klasses_pending_for_migration\u001b[0;34m(self, object_types)\u001b[0m\n\u001b[1;32m    582\u001b[0m object_version \u001b[38;5;241m=\u001b[39m object_type\u001b[38;5;241m.\u001b[39m__version__\n\u001b[1;32m    584\u001b[0m migration_state \u001b[38;5;241m=\u001b[39m migration_state_service\u001b[38;5;241m.\u001b[39mget_state(context, canonical_name)\n\u001b[1;32m    585\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[1;32m    586\u001b[0m     migration_state \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 587\u001b[0m     \u001b[38;5;129;01mand\u001b[39;00m \u001b[43mmigration_state\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcurrent_version\u001b[49m \u001b[38;5;241m!=\u001b[39m migration_state\u001b[38;5;241m.\u001b[39mlatest_version\n\u001b[1;32m    588\u001b[0m ):\n\u001b[1;32m    589\u001b[0m     klasses_to_be_migrated\u001b[38;5;241m.\u001b[39mappend(object_type)\n\u001b[1;32m    590\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'SyftError' object has no attribute 'current_version'"
-     ]
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "#                            reset=True, \n",
-    "                           n_consumers=3,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=3322)\n",
-    "                           \n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "af812939",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "del node"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "8765ba65",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.land()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "7b6a0153",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "216"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "import gc\n",
-    "gc.collect()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "fda1b65f",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "bfb4a8a8",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "35079e49",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.land()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "c22a8e94",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "import shutil\n",
-    "import subprocess\n",
-    "\n",
-    "\n",
-    "def get_open_fds() -> int:\n",
-    "    \"\"\"Get the number of open file descriptors for the current process.\"\"\"\n",
-    "    lsof_path = shutil.which(\"lsof\")\n",
-    "    if lsof_path is None:\n",
-    "        raise NotImplementedError(\"Didn't handle unavailable lsof.\")\n",
-    "    raw_procs = subprocess.check_output(\n",
-    "        [lsof_path, \"-w\", \"-Ff\", \"-p\", str(os.getpid())]\n",
-    "    )\n",
-    "\n",
-    "    def filter_fds(lsof_entry: str) -> bool:\n",
-    "        return lsof_entry.startswith(\"f\") and lsof_entry[1:].isdigit()\n",
-    "\n",
-    "    fds = list(filter(filter_fds, raw_procs.decode().split(os.linesep)))\n",
-    "    return len(fds)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "fa59b39c",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "KILLED NODE 0 280\n",
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "KILLED NODE 1 365\n",
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "KILLED NODE 2 450\n",
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "KILLED NODE 3 535\n",
-      "DeploymentType.PYTHON\n",
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "KILLED NODE 4 620\n"
-     ]
-    }
-   ],
-   "source": [
-    "for i in range(5):\n",
-    "    node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "#                            reset=True, \n",
-    "                           n_consumers=4,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=3322)\n",
-    "    client = node.login(email=\"info@openmined.org\", password=\"changethis\")\n",
-    "    node.land()\n",
-    "    print(\"KILLED NODE\", i, get_open_fds())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "507740d2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = client.register(name=\"a\", email=\"aa@b.org\", password=\"c\", password_verify=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "0c33d096",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <aa@b.org>\n"
-     ]
-    }
-   ],
-   "source": [
-    "ds_client = node.login(email=\"aa@b.org\", password=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "176addfb",
-   "metadata": {},
-   "source": [
-    "setup: compute train-test overlap between a very large train set and a smaller test set. Small test is still to big for memory, so we split it into 54 parts. We keep 1 of those parts in memory. We dont keep the train set in memory, but read and compare with 1/54 parts line by line. Each part takes ~30 hours, but we can run 54 processes in parallel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a0cea81b",
-   "metadata": {},
-   "source": [
-    "# Setup syft functions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "da2b114a",
-   "metadata": {},
-   "source": [
-    "## Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "83307a2f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = ActionObject.from_obj([1, 2])\n",
-    "x_ptr = x.send(ds_client)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "31bbb3ff",
-   "metadata": {},
-   "source": [
-    "## Batch function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "5d2fd248",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    sleep(1)\n",
-    "    print(\"done\")\n",
-    "    return batch+1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "9ba22655",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "01319f1f",
-   "metadata": {},
-   "source": [
-    "## Main function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "ca1b95ee",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "30/11/23 01:18:28 FUNCTION LOG (8c8a70d36b8d427d9d1e19881db5984a): Launching jobs\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function_single_use(x=x_ptr)\n",
-    "def process_all(domain, x):\n",
-    "    jobs = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        jobs += [batch_job]\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "#     results = [x.wait().get() for x in jobs]\n",
-    "    return 3\n",
-    "#     return sum(results)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e77c5db",
-   "metadata": {},
-   "source": [
-    "# Approve & run"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "0ab572f9",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "30/11/23 01:18:29 FUNCTION LOG (8c8a70d36b8d427d9d1e19881db5984a): starting aggregation\n",
-      "30/11/23 01:18:29 FUNCTION LOG (8c8a70d36b8d427d9d1e19881db5984a): Done\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request f70e7191a3a84c348d8b66a57c75d218 changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request f70e7191a3a84c348d8b66a57c75d218 changes applied"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "r = ds_client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve(approve_nested=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "375ed965",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n",
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n",
-      "30/11/23 01:18:32 FUNCTION LOG (695857fec18948a48ec68754224b1faa): starting batch 1\n",
-      "30/11/23 01:18:32 FUNCTION LOG (0de98bb36d564f5f9ec3a56bedf5b9d2): starting batch 2\n",
-      "30/11/23 01:18:33 FUNCTION LOG (695857fec18948a48ec68754224b1faa): done\n",
-      "30/11/23 01:18:33 FUNCTION LOG (0de98bb36d564f5f9ec3a56bedf5b9d2): done\n"
-     ]
-    }
-   ],
-   "source": [
-    "job = ds_client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "2db04ddd",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "c3d71844",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "  body[data-jp-theme-light='false'] {\n",
-       "        --primary-color: #111111;\n",
-       "        --secondary-color: #212121;\n",
-       "        --tertiary-color: #CFCDD6;\n",
-       "        --button-color: #111111;\n",
-       "  }\n",
-       "\n",
-       "  body {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "  }\n",
-       "\n",
-       "  .header-1 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 2.0736em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size:  1.44em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.2em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 14px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph-sm {\n",
-       "        font-family: 'Roboto';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 11.62px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .code-text {\n",
-       "        font-family: 'Consolas';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 13px;\n",
-       "        line-height: 130%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
-       "    }\n",
-       "\n",
-       "    /* Tooltip text */\n",
-       "    .tooltip .tooltiptext {\n",
-       "        visibility: hidden;\n",
-       "        width: 120px;\n",
-       "        background-color: black;\n",
-       "        color: #fff;\n",
-       "        text-align: center;\n",
-       "        padding: 5px 0;\n",
-       "        border-radius: 6px;\n",
-       "\n",
-       "        /* Position the tooltip text - see examples below! */\n",
-       "        position: absolute;\n",
-       "        z-index: 1;\n",
-       "    }\n",
-       "\n",
-       "    .repr-cell {\n",
-       "      padding-top: 20px;\n",
-       "    }\n",
-       "\n",
-       "    .text-bold {\n",
-       "        font-weight: bold;\n",
-       "    }\n",
-       "\n",
-       "    .pr-8 {\n",
-       "        padding-right: 8px;\n",
-       "    }\n",
-       "    .pt-8 {\n",
-       "        padding-top: 8px;\n",
-       "    }\n",
-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
-       "    }\n",
-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
-       "    }\n",
-       "\n",
-       "    .py-25{\n",
-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
-       "    }\n",
-       "\n",
-       "    .gap-10 {\n",
-       "        gap: 10px;\n",
-       "    }\n",
-       "    .items-center{\n",
-       "        align-items: center;\n",
-       "    }\n",
-       "\n",
-       "    .folder-icon {\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-input{\n",
-       "        display: flex;\n",
-       "        flex-direction: row;\n",
-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
-       "        height: 24px;\n",
-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
-       "        /* Lt On Surface/Highest */\n",
-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table059292d72cf44c1494b6a96dd887b647 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(28, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: center;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu059292d72cf44c1494b6a96dd887b647' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content059292d72cf44c1494b6a96dd887b647')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content059292d72cf44c1494b6a96dd887b647' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element059292d72cf44c1494b6a96dd887b647 = [{\"id\": {\"value\": \"95af6d0864e446f38d22f36d145056ba\", \"type\": \"clipboard\"}, \"status\": \"process_batch: processing\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-30 01:18:37 by aa@b.org\", \"logs\": \"\", \"subjobs\": 0}, {\"id\": {\"value\": \"1a529a3e2b5248ce9a00fa79c73885b4\", \"type\": \"clipboard\"}, \"status\": \"process_batch: processing\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-30 01:18:37 by aa@b.org\", \"logs\": \"\", \"subjobs\": 0}]\n",
-       "                                var page_size059292d72cf44c1494b6a96dd887b647 = 2\n",
-       "                                var pageIndex059292d72cf44c1494b6a96dd887b647 = 1\n",
-       "                                var paginatedElements059292d72cf44c1494b6a96dd887b647 = []\n",
-       "                                var activeFilter059292d72cf44c1494b6a96dd887b647;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content059292d72cf44c1494b6a96dd887b647')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter059292d72cf44c1494b6a96dd887b647').innerText = attr;\n",
-       "                                                activeFilter059292d72cf44c1494b6a96dd887b647 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content059292d72cf44c1494b6a96dd887b647'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu059292d72cf44c1494b6a96dd887b647')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter059292d72cf44c1494b6a96dd887b647')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter059292d72cf44c1494b6a96dd887b647 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element059292d72cf44c1494b6a96dd887b647)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey059292d72cf44c1494b6a96dd887b647' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid059292d72cf44c1494b6a96dd887b647(element059292d72cf44c1494b6a96dd887b647)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total059292d72cf44c1494b6a96dd887b647'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table059292d72cf44c1494b6a96dd887b647' class='grid-table059292d72cf44c1494b6a96dd887b647' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate059292d72cf44c1494b6a96dd887b647(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid059292d72cf44c1494b6a96dd887b647(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey059292d72cf44c1494b6a96dd887b647').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter059292d72cf44c1494b6a96dd887b647]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter059292d72cf44c1494b6a96dd887b647].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter059292d72cf44c1494b6a96dd887b647].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter059292d72cf44c1494b6a96dd887b647] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById059292d72cf44c1494b6a96dd887b647('table059292d72cf44c1494b6a96dd887b647');\n",
-       "                        resetById059292d72cf44c1494b6a96dd887b647('pag059292d72cf44c1494b6a96dd887b647');\n",
-       "                        result = paginate059292d72cf44c1494b6a96dd887b647(result, page_size059292d72cf44c1494b6a96dd887b647)\n",
-       "                        paginatedElements059292d72cf44c1494b6a96dd887b647 = result\n",
-       "                        buildGrid059292d72cf44c1494b6a96dd887b647(result,pageIndex059292d72cf44c1494b6a96dd887b647);\n",
-       "                        buildPaginationContainer059292d72cf44c1494b6a96dd887b647(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById059292d72cf44c1494b6a96dd887b647(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid059292d72cf44c1494b6a96dd887b647(items, pageIndex){\n",
-       "                                let headers = Object.keys(element059292d72cf44c1494b6a96dd887b647[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table059292d72cf44c1494b6a96dd887b647\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index059292d72cf44c1494b6a96dd887b647 = ((pageIndex - 1) * page_size059292d72cf44c1494b6a96dd887b647)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table059292d72cf44c1494b6a96dd887b647\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index059292d72cf44c1494b6a96dd887b647;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index059292d72cf44c1494b6a96dd887b647 = table_index059292d72cf44c1494b6a96dd887b647 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements059292d72cf44c1494b6a96dd887b647 = paginate059292d72cf44c1494b6a96dd887b647(element059292d72cf44c1494b6a96dd887b647, page_size059292d72cf44c1494b6a96dd887b647)\n",
-       "                    buildGrid059292d72cf44c1494b6a96dd887b647(paginatedElements059292d72cf44c1494b6a96dd887b647, 1)\n",
-       "                    document.getElementById('total059292d72cf44c1494b6a96dd887b647').innerText = \"Total: \" + element059292d72cf44c1494b6a96dd887b647.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag059292d72cf44c1494b6a96dd887b647' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer059292d72cf44c1494b6a96dd887b647(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag059292d72cf44c1494b6a96dd887b647\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage059292d72cf44c1494b6a96dd887b647(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage059292d72cf44c1494b6a96dd887b647(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById059292d72cf44c1494b6a96dd887b647('table059292d72cf44c1494b6a96dd887b647')\n",
-       "                        buildGrid059292d72cf44c1494b6a96dd887b647(paginatedElements059292d72cf44c1494b6a96dd887b647, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer059292d72cf44c1494b6a96dd887b647(paginatedElements059292d72cf44c1494b6a96dd887b647)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.job.job_stash.Job, syft.service.job.job_stash.Job]"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n",
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "7d8a2f95",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "30/11/23 01:18:41 FUNCTION LOG (95af6d0864e446f38d22f36d145056ba): starting batch 2\n",
-      "30/11/23 01:18:41 FUNCTION LOG (1a529a3e2b5248ce9a00fa79c73885b4): starting batch 1\n"
-     ]
-    }
-   ],
-   "source": [
-    "# client.jobs[0].subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "cc0db669",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "30/11/23 01:18:42 FUNCTION LOG (95af6d0864e446f38d22f36d145056ba): done\n",
-      "30/11/23 01:18:42 FUNCTION LOG (1a529a3e2b5248ce9a00fa79c73885b4): done\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "Pointer:\n",
-       "None"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "5bf0974f",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "5"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "sum([j.wait().get() for j in job.subjobs])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "948d9162",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.land()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/helm_audit_without_syft.ipynb b/notebooks/helm/helm-audit-without-syft.ipynb
similarity index 98%
rename from notebooks/helm/helm_audit_without_syft.ipynb
rename to notebooks/helm/helm-audit-without-syft.ipynb
index 75170fc5de1..403b2baa440 100644
--- a/notebooks/helm/helm_audit_without_syft.ipynb
+++ b/notebooks/helm/helm-audit-without-syft.ipynb
@@ -267,10 +267,6 @@
     }
    ],
    "source": [
-    "\n",
-    "# for key in ngram_index:\n",
-    "#     for gram in ngram_index[key]:\n",
-    "#         print(ngram_index[key][gram])\n",
     "\n",
     "stats_key_to_input_ids = []\n",
     "stats_key_to_reference_ids = []\n",
diff --git a/notebooks/helm/helm-syft-mongo.ipynb b/notebooks/helm/helm-syft-mongo.ipynb
deleted file mode 100644
index 48ba643b170..00000000000
--- a/notebooks/helm/helm-syft-mongo.ipynb
+++ /dev/null
@@ -1,1487 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import syft as sy"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# from gevent import monkey"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# monkey.patch_all()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from syft.store.blob_storage import BlobStorageConfig, BlobStorageClientConfig\n",
-    "from syft.store.blob_storage.seaweedfs import SeaweedFSClient, SeaweedFSClientConfig\n",
-    "from syft import ActionObject\n",
-    "from syft.service.action.action_data_empty import ActionFileData\n",
-    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig\n",
-    "from collections import defaultdict"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from syft.store.mongo_client import MongoStoreClientConfig\n",
-    "from syft.store.mongo_document_store import MongoStoreConfig"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# from packagesgrid.core.config import settings"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "448cb501cca248c7b9845081ed40744c 448cb501cca288c739845081ed40744cd5e74a874df77f9d949982b68482d445 47f8c8f3db3a30695a28e4a51e44916669ac3d111924cb614181c64b2c3b8323 info@openmined.org Jane Doe\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "INITIALIZING CONSUMER\n",
-      "ABCDEF\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\",\n",
-    "                           dev_mode=True,\n",
-    "                           reset=True,\n",
-    "                           n_consumers=4,\n",
-    "                           create_producer=True)\n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mongo_client_config = MongoStoreClientConfig(\n",
-    "    hostname=\"localhost\",\n",
-    "    port=63455,\n",
-    "    username=\"root\",\n",
-    "    password=\"example\",\n",
-    ")\n",
-    "\n",
-    "mongo_store_config = MongoStoreConfig(client_config=mongo_client_config)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.python_node.init_stores(node.python_node.document_store_config,\n",
-    "                             mongo_store_config)\n",
-    "node.python_node._construct_services()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.python_node.action_store._collection.drop()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "```bash\n",
-    "docker run --entrypoint /bin/sh -p 8333:8333 -p 8888:8888 chrislusf/seaweedfs -c \"echo 's3.configure -access_key admin -secret_key admin -user iam -actions Read,Write,List,Tagging,Admin -apply' | weed shell > /dev/null 2>&1 & weed server -s3 -s3.port=8333 -master.volumeSizeLimitMB=2048\"\n",
-    "```"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "blob_config = BlobStorageConfig(client_type=SeaweedFSClient,\n",
-    "                                client_config=SeaweedFSClientConfig(host=\"http://0.0.0.0\",\n",
-    "                                                                    port=\"8333\",\n",
-    "                                                                    access_key=\"admin\",\n",
-    "                                                                    secret_key=\"admin\",\n",
-    "                                                                    bucket_name=\"test_bucket\",\n",
-    "                                                                    region=\"us-east-1\")\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.python_node.init_blob_storage(blob_config)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Inputs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "Pointer\n",
-       "```\n",
-       "```python\n",
-       "class BlobFile:\n",
-       "  id: str = fa0c8717fed64811a6ada07a2e9f3585\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "Pointer:\n",
-       "syft.types.blob_storage.BlobFile"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "sy.ActionObject.from_path(path=\"scenario_data.jsonl\").send(client)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# TODO: fix way we send list of files\n",
-    "scenario_obj = ActionObject.from_obj([\n",
-    "    sy.ActionObject.from_path(path=\"scenario_data.jsonl\").send(client).syft_action_data for i in range(2)])\n",
-    "scenario_files_ptr = scenario_obj.send(client)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# TODO: fix way we send list of files\n",
-    "input_obj = ActionObject.from_obj([\n",
-    "    sy.ActionObject.from_path(\"short_input.jsonl\").send(client).syft_action_data for i in range(2)])\n",
-    "input_files_ptr = input_obj.send(client)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# for line in input_files_ptr.syft_action_data[0].iter_lines():\n",
-    "#     print(line)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Syft functions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'compute_document_data_overlap' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'compute_document_data_overlap' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function()\n",
-    "def compute_document_data_overlap(scenario_file, input_files, n):\n",
-    "    print(\"starting overlap computation\")\n",
-    "\n",
-    "    from nltk import ngrams\n",
-    "    from collections import defaultdict\n",
-    "    from string import punctuation\n",
-    "    import re, json\n",
-    "\n",
-    "    r = re.compile(r\"[\\s{}]+\".format(re.escape(punctuation)))\n",
-    "    \n",
-    "    def create_ngram_index(light_scenarios, n_values, stats_key_counts):\n",
-    "        ngram_index = {n:{}  for n in n_values}\n",
-    "        for scenario in light_scenarios:\n",
-    "            for n in n_values:\n",
-    "                stats_key = scenario['scenario_key'] + '_' + str(n)\n",
-    "                stats_key_counts[stats_key] = len(scenario['instances'])\n",
-    "                for instance in scenario['instances']:\n",
-    "                    id = instance['id']                    \n",
-    "                    input_tokens = r.split(instance['input'].lower())\n",
-    "                    for input_ngram in ngrams(input_tokens, n):\n",
-    "                        if input_ngram not in ngram_index[n]:\n",
-    "                            ngram_index[n][input_ngram] = set()\n",
-    "                        ngram_index[n][input_ngram].add(stats_key + '+' + id + '+' + 'input')\n",
-    "\n",
-    "                    # compute reference ngrams\n",
-    "                    for reference in instance['references']:\n",
-    "                        reference_unigrams = r.split(reference.lower())\n",
-    "                        for reference_ngram in ngrams(reference_unigrams, n):\n",
-    "                            if reference_ngram not in ngram_index[n]:\n",
-    "                                ngram_index[n][reference_ngram] = set()\n",
-    "                            ngram_index[n][reference_ngram].add(stats_key + '+' + id + '+' + 'references')\n",
-    "        return ngram_index\n",
-    "    \n",
-    "    # # SETUP\n",
-    "    print(\"preparing scenarios and creating indexes\")\n",
-    "    light_scenarios = []\n",
-    "    for light_scenario_json in scenario_file.iter_lines():\n",
-    "        light_scenario_dict: dict = json.loads(light_scenario_json)\n",
-    "\n",
-    "        light_scenario_key_dict: dict = light_scenario_dict[\"scenario_key\"]\n",
-    "        subject_spec = light_scenario_key_dict[\"scenario_spec\"]['args']['subject']\n",
-    "        light_scenario_key = subject_spec + '_' + light_scenario_key_dict[\"split\"]\n",
-    "        light_instances = [\n",
-    "            {\n",
-    "                'input': instance_dict['input'], \n",
-    "                'references': instance_dict['references'], \n",
-    "                'id': instance_dict[\"id\"]\n",
-    "            }\n",
-    "            for instance_dict in light_scenario_dict[\"instances\"]\n",
-    "        ]\n",
-    "        light_scenarios.append({'scenario_key': light_scenario_key, 'instances': light_instances})\n",
-    "        \n",
-    "    stats_key_counts = defaultdict(int)\n",
-    "    \n",
-    "    ngram_index = create_ngram_index(\n",
-    "        light_scenarios=light_scenarios, n_values=[n], stats_key_counts=stats_key_counts\n",
-    "    )\n",
-    "    \n",
-    "    r = re.compile(r\"[\\s{}]+\".format(re.escape(punctuation)))\n",
-    "    stats_key_to_input_ids = defaultdict(set)\n",
-    "    stats_key_to_reference_ids = defaultdict(set)\n",
-    "    print(\"computing overlap\")\n",
-    "    \n",
-    "    for input_file in input_files:\n",
-    "        for line in input_file.iter_lines():\n",
-    "            document = json.loads(line)[\"text\"]\n",
-    "            document_tokens = r.split(document.lower())\n",
-    "            for n in ngram_index.keys():\n",
-    "                for document_ngram in ngrams(document_tokens, n):\n",
-    "                    if document_ngram in ngram_index[n]:\n",
-    "                        for entry_overlap_key in ngram_index[n][document_ngram]:\n",
-    "                            stats_key, id, part = entry_overlap_key.split(\"+\")\n",
-    "                            if part == \"input\":\n",
-    "                                stats_key_to_input_ids[stats_key].add(id)\n",
-    "                            elif part == \"references\":\n",
-    "                                stats_key_to_reference_ids[stats_key].add(id)\n",
-    "    print(\"done\")\n",
-    "    \n",
-    "    return stats_key_to_input_ids, stats_key_to_reference_ids, stats_key_counts"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.submit(compute_document_data_overlap)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.api.services.action.exists(input_files_ptr.id)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'main_function' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'main_function' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function_single_use(input_files=input_files_ptr, scenario_files=scenario_files_ptr)\n",
-    "def main_function(domain, input_files, scenario_files):\n",
-    "    N = [5, 9, 13]\n",
-    "    jobs = []\n",
-    "    for n in N[:1]:\n",
-    "        for scenario_file in scenario_files:\n",
-    "            batch_job = domain.launch_job(\n",
-    "                compute_document_data_overlap,\n",
-    "                scenario_file=scenario_file,\n",
-    "                input_files=input_files,\n",
-    "                n=n\n",
-    "            )\n",
-    "            jobs.append(batch_job)\n",
-    "\n",
-    "    return None\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# %debug"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request 3da44e52c3a843d0be1a9780f3e42784 changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request 3da44e52c3a843d0be1a9780f3e42784 changes applied"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.request_code_execution(main_function)\n",
-    "client.requests[-1].approve()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job = client.code.main_function(input_files=input_files_ptr, scenario_files=scenario_files_ptr, blocking=False)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Get results"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class Job:\n",
-       "    id: UID = ed6b4c52d48b4f278ac0c7b165eb6b1d\n",
-       "    status: created\n",
-       "    has_parent: False\n",
-       "    result: None\n",
-       "    logs:\n",
-       "\n",
-       "0 \n",
-       "    \n",
-       "```"
-      ],
-      "text/plain": [
-       "syft.service.job.job_stash.Job"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "SENDING JOB FROM PRODUCER\n",
-      "HANDLING MESSAGE IN CONSUMER\n",
-      "LAUNCHING JOB compute_document_data_overlap\n",
-      "LAUNCHING JOB compute_document_data_overlap\n",
-      "done handling message\n",
-      "SENDING JOB FROM PRODUCER\n",
-      "SENDING JOB FROM PRODUCER\n",
-      "HANDLING MESSAGE IN CONSUMER\n",
-      "HANDLING MESSAGE IN CONSUMER\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "FUNCTION LOG (bdd3001ee39e43ca96ccdf3d0bdef119): starting overlap computation\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): starting overlap computation\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): preparing scenarios and creating indexes\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): computing overlap\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): done\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): preparing scenarios and creating indexes\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): computing overlap\n",
-      "FUNCTION LOG (68a7f873e7534d108725cc20ee657c7e): done\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "done handling message\n",
-      "done handling message\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "Pointer:\n",
-       "None"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "    :root {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "    }\n",
-       "    .dark-theme {\n",
-       "        --primary-color: #111111;\n",
-       "        --secondary-color: #212121;\n",
-       "        --tertiary-color: #CFCDD6;\n",
-       "        --button-color: #111111;\n",
-       "    }\n",
-       "  .header-1 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 2.0736em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size:  1.44em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.2em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 14px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph-sm {\n",
-       "        font-family: 'Roboto';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 11.62px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .code-text {\n",
-       "        font-family: 'Consolas';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 13px;\n",
-       "        line-height: 130%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
-       "    }\n",
-       "\n",
-       "    /* Tooltip text */\n",
-       "    .tooltip .tooltiptext {\n",
-       "        visibility: hidden;\n",
-       "        width: 120px;\n",
-       "        background-color: black;\n",
-       "        color: #fff;\n",
-       "        text-align: center;\n",
-       "        padding: 5px 0;\n",
-       "        border-radius: 6px;\n",
-       "\n",
-       "        /* Position the tooltip text - see examples below! */\n",
-       "        position: absolute;\n",
-       "        z-index: 1;\n",
-       "    }\n",
-       "\n",
-       "    .repr-cell {\n",
-       "      padding-top: 20px;\n",
-       "    }\n",
-       "\n",
-       "    .text-bold {\n",
-       "        font-weight: bold;\n",
-       "    }\n",
-       "\n",
-       "    .pr-8 {\n",
-       "        padding-right: 8px;\n",
-       "    }\n",
-       "    .pt-8 {\n",
-       "        padding-top: 8px;\n",
-       "    }\n",
-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
-       "    }\n",
-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
-       "    }\n",
-       "\n",
-       "    .py-25{\n",
-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
-       "    }\n",
-       "\n",
-       "    .gap-10 {\n",
-       "        gap: 10px;\n",
-       "    }\n",
-       "    .items-center{\n",
-       "        align-items: center;\n",
-       "    }\n",
-       "\n",
-       "    .folder-icon {\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-input{\n",
-       "        display: flex;\n",
-       "        flex-direction: row;\n",
-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
-       "        height: 24px;\n",
-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
-       "        /* Lt On Surface/Highest */\n",
-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table927d100af2314bbfa292af63098cedbc {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(24, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu927d100af2314bbfa292af63098cedbc' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content927d100af2314bbfa292af63098cedbc')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content927d100af2314bbfa292af63098cedbc' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element927d100af2314bbfa292af63098cedbc = [{\"id\": {\"value\": \"b6ad5c17e46148e8945a7ae667f25ef2\", \"type\": \"clipboard\"}, \"status\": \"completed\", \"logs\": \"starting overlap computation\\n\", \"result\": \"ActionDataEmpty UID: 4c382f5200d040f2bca689bac120850e <None>\", \"has_parent\": true, \"subjobs\": 0}, {\"id\": {\"value\": \"b92ad089af2c4c23a751874a065b92aa\", \"type\": \"clipboard\"}, \"status\": \"completed\", \"logs\": \"...\\npreparing scenarios and creating indexes\\ncomputing overlap\\ndone\\n\", \"result\": \"ActionDataEmpty UID: 4a9ee67a3edf43458106c52acc747220 <None>\", \"has_parent\": true, \"subjobs\": 0}]\n",
-       "                                var page_size927d100af2314bbfa292af63098cedbc = 2\n",
-       "                                var pageIndex927d100af2314bbfa292af63098cedbc = 1\n",
-       "                                var paginatedElements927d100af2314bbfa292af63098cedbc = []\n",
-       "                                var activeFilter927d100af2314bbfa292af63098cedbc;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content927d100af2314bbfa292af63098cedbc')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter927d100af2314bbfa292af63098cedbc').innerText = attr;\n",
-       "                                                activeFilter927d100af2314bbfa292af63098cedbc = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content927d100af2314bbfa292af63098cedbc'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu927d100af2314bbfa292af63098cedbc')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter927d100af2314bbfa292af63098cedbc')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter927d100af2314bbfa292af63098cedbc = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element927d100af2314bbfa292af63098cedbc)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey927d100af2314bbfa292af63098cedbc' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid927d100af2314bbfa292af63098cedbc(element927d100af2314bbfa292af63098cedbc)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total927d100af2314bbfa292af63098cedbc'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table927d100af2314bbfa292af63098cedbc' class='grid-table927d100af2314bbfa292af63098cedbc' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate927d100af2314bbfa292af63098cedbc(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid927d100af2314bbfa292af63098cedbc(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey927d100af2314bbfa292af63098cedbc').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter927d100af2314bbfa292af63098cedbc]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter927d100af2314bbfa292af63098cedbc].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter927d100af2314bbfa292af63098cedbc].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter927d100af2314bbfa292af63098cedbc] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById927d100af2314bbfa292af63098cedbc('table927d100af2314bbfa292af63098cedbc');\n",
-       "                        resetById927d100af2314bbfa292af63098cedbc('pag927d100af2314bbfa292af63098cedbc');\n",
-       "                        result = paginate927d100af2314bbfa292af63098cedbc(result, page_size927d100af2314bbfa292af63098cedbc)\n",
-       "                        buildGrid927d100af2314bbfa292af63098cedbc(result,pageIndex927d100af2314bbfa292af63098cedbc);\n",
-       "                        buildPaginationContainer927d100af2314bbfa292af63098cedbc(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function setTheme927d100af2314bbfa292af63098cedbc(){\n",
-       "                        const theme = document.body.getAttribute('data-jp-theme-light') === 'true' ? 'light' : 'dark';\n",
-       "\n",
-       "                        if (theme === 'dark') document.body.classList.add('dark-theme');\n",
-       "                        else document.body.classList.remove('dark-theme');\n",
-       "\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById927d100af2314bbfa292af63098cedbc(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid927d100af2314bbfa292af63098cedbc(items, pageIndex){\n",
-       "                                let headers = Object.keys(element927d100af2314bbfa292af63098cedbc[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table927d100af2314bbfa292af63098cedbc\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                setTheme927d100af2314bbfa292af63098cedbc();\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index927d100af2314bbfa292af63098cedbc = ((pageIndex - 1) * page_size927d100af2314bbfa292af63098cedbc)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table927d100af2314bbfa292af63098cedbc\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index927d100af2314bbfa292af63098cedbc;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index927d100af2314bbfa292af63098cedbc = table_index927d100af2314bbfa292af63098cedbc + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements927d100af2314bbfa292af63098cedbc = paginate927d100af2314bbfa292af63098cedbc(element927d100af2314bbfa292af63098cedbc, page_size927d100af2314bbfa292af63098cedbc)\n",
-       "                    buildGrid927d100af2314bbfa292af63098cedbc(paginatedElements927d100af2314bbfa292af63098cedbc, 1)\n",
-       "                    document.getElementById('total927d100af2314bbfa292af63098cedbc').innerText = \"Total: \" + element927d100af2314bbfa292af63098cedbc.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag927d100af2314bbfa292af63098cedbc' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer927d100af2314bbfa292af63098cedbc(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag927d100af2314bbfa292af63098cedbc\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage927d100af2314bbfa292af63098cedbc(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage927d100af2314bbfa292af63098cedbc(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById927d100af2314bbfa292af63098cedbc('table927d100af2314bbfa292af63098cedbc')\n",
-       "                        buildGrid927d100af2314bbfa292af63098cedbc(paginatedElements927d100af2314bbfa292af63098cedbc, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer927d100af2314bbfa292af63098cedbc(paginatedElements927d100af2314bbfa292af63098cedbc)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.job.job_stash.Job, syft.service.job.job_stash.Job]"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting overlap computation\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting overlap computation\n",
-      "preparing scenarios and creating indexes\n",
-      "computing overlap\n",
-      "done\n",
-      "preparing scenarios and creating indexes\n",
-      "computing overlap\n",
-      "done\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[1].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "results = [j.wait().get() for j in job.subjobs]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "[(defaultdict(&lt;class &#x27;set&#x27;&gt;, {&#x27;philosophy_test_5&#x27;: {&#x27;id328&#x27;}, &#x27;philosophy_valid_5&#x27;: {&#x27;id12&#x27;}}), defaultdict(&lt;class &#x27;set&#x27;&gt;, {}), defaultdict(&lt;class &#x27;int&#x27;&gt;, {&#x27;philosophy_train_5&#x27;: 5, &#x27;philosophy_valid_5&#x27;: 34, &#x27;philosophy_test_5&#x27;: 311, &#x27;anatomy_train_5&#x27;: 5, &#x27;anatomy_valid_5&#x27;: 14, &#x27;anatomy_test_5&#x27;: 135})), (defaultdict(&lt;class &#x27;set&#x27;&gt;, {&#x27;philosophy_test_5&#x27;: {&#x27;id328&#x27;}, &#x27;philosophy_valid_5&#x27;: {&#x27;id12&#x27;}}), defaultdict(&lt;class &#x27;set&#x27;&gt;, {}), defaultdict(&lt;class &#x27;int&#x27;&gt;, {&#x27;philosophy_train_5&#x27;: 5, &#x27;philosophy_valid_5&#x27;: 34, &#x27;philosophy_test_5&#x27;: 311, &#x27;anatomy_train_5&#x27;: 5, &#x27;anatomy_valid_5&#x27;: 14, &#x27;anatomy_test_5&#x27;: 135}))]"
-      ],
-      "text/plain": [
-       "[(defaultdict(set,\n",
-       "              {'philosophy_test_5': {'id328'},\n",
-       "               'philosophy_valid_5': {'id12'}}),\n",
-       "  defaultdict(set, {}),\n",
-       "  defaultdict(int,\n",
-       "              {'philosophy_train_5': 5,\n",
-       "               'philosophy_valid_5': 34,\n",
-       "               'philosophy_test_5': 311,\n",
-       "               'anatomy_train_5': 5,\n",
-       "               'anatomy_valid_5': 14,\n",
-       "               'anatomy_test_5': 135})),\n",
-       " (defaultdict(set,\n",
-       "              {'philosophy_test_5': {'id328'},\n",
-       "               'philosophy_valid_5': {'id12'}}),\n",
-       "  defaultdict(set, {}),\n",
-       "  defaultdict(int,\n",
-       "              {'philosophy_train_5': 5,\n",
-       "               'philosophy_valid_5': 34,\n",
-       "               'philosophy_test_5': 311,\n",
-       "               'anatomy_train_5': 5,\n",
-       "               'anatomy_valid_5': 14,\n",
-       "               'anatomy_test_5': 135}))]"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "#stats_key_to_input_ids, stats_key_to_reference_ids, stats_key_counts\n",
-    "results"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(defaultdict(set,\n",
-       "             {'philosophy_test_5': {'id328'}, 'philosophy_valid_5': {'id12'}}),\n",
-       " defaultdict(set, {}),\n",
-       " defaultdict(int,\n",
-       "             {'philosophy_train_5': 5,\n",
-       "              'philosophy_valid_5': 34,\n",
-       "              'philosophy_test_5': 311,\n",
-       "              'anatomy_train_5': 5,\n",
-       "              'anatomy_valid_5': 14,\n",
-       "              'anatomy_test_5': 135}))"
-      ]
-     },
-     "execution_count": 31,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "results[0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Aggregate"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "stats_key_to_input_ids, stats_key_to_reference_ids, stats_key_counts = zip(*results)\n",
-    "\n",
-    "total_input_ids = defaultdict(set)\n",
-    "total_reference_ids = defaultdict(set)\n",
-    "total_stats_key_counts = defaultdict(int)\n",
-    "\n",
-    "for d in stats_key_counts:\n",
-    "    for key, val in d.items():\n",
-    "        total_stats_key_counts[key] += val\n",
-    "\n",
-    "\n",
-    "for d in stats_key_to_input_ids:\n",
-    "    for key in d:\n",
-    "        new_set = set()\n",
-    "        if key in total_input_ids:\n",
-    "            new_set = total_input_ids[key]\n",
-    "        new_set = new_set.union(d[key])\n",
-    "        total_input_ids[key] = new_set\n",
-    "\n",
-    "for d in stats_key_to_reference_ids:\n",
-    "    for key in d:\n",
-    "        new_set = set()\n",
-    "        if key in total_reference_ids:\n",
-    "            new_set = total_reference_ids[key]\n",
-    "        new_set = total_reference_ids[key].union(d[key])\n",
-    "        total_reference_ids[key] = new_set\n",
-    "\n",
-    "all_data_overlap_stats = []\n",
-    "for stats_key, count in total_stats_key_counts.items():\n",
-    "    data_overlap_stats = {\n",
-    "        'data_overlap_stats_key': None,\n",
-    "        'num_instances': count,\n",
-    "        'instance_ids_with_overlapping_input': sorted(total_input_ids[stats_key]),\n",
-    "        'instance_ids_with_overlapping_reference': sorted(total_reference_ids[stats_key]),\n",
-    "    }\n",
-    "    subject, split, n_str = stats_key.split('_')\n",
-    "    data_overlap_stats['data_overlap_stats_key'] = {\n",
-    "        'light_scenario_key': {'subject': subject, 'split': split},\n",
-    "        'overlap_protocol_spec': {'n': int(n_str)}\n",
-    "    }\n",
-    "    all_data_overlap_stats.append(data_overlap_stats)\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[{'data_overlap_stats_key': {'light_scenario_key': {'split': 'train',\n",
-      "                                                    'subject': 'philosophy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': [],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 10},\n",
-      " {'data_overlap_stats_key': {'light_scenario_key': {'split': 'valid',\n",
-      "                                                    'subject': 'philosophy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': ['id12'],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 68},\n",
-      " {'data_overlap_stats_key': {'light_scenario_key': {'split': 'test',\n",
-      "                                                    'subject': 'philosophy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': ['id328'],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 622},\n",
-      " {'data_overlap_stats_key': {'light_scenario_key': {'split': 'train',\n",
-      "                                                    'subject': 'anatomy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': [],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 10},\n",
-      " {'data_overlap_stats_key': {'light_scenario_key': {'split': 'valid',\n",
-      "                                                    'subject': 'anatomy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': [],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 28},\n",
-      " {'data_overlap_stats_key': {'light_scenario_key': {'split': 'test',\n",
-      "                                                    'subject': 'anatomy'},\n",
-      "                             'overlap_protocol_spec': {'n': 5}},\n",
-      "  'instance_ids_with_overlapping_input': [],\n",
-      "  'instance_ids_with_overlapping_reference': [],\n",
-      "  'num_instances': 270}]\n"
-     ]
-    }
-   ],
-   "source": [
-    "from pprint import pprint\n",
-    "pprint(all_data_overlap_stats)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {
-    "height": "calc(100% - 180px)",
-    "left": "10px",
-    "top": "150px",
-    "width": "398.22px"
-   },
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/notebooks/helm/helm_syft.ipynb b/notebooks/helm/helm-syft.ipynb
similarity index 100%
rename from notebooks/helm/helm_syft.ipynb
rename to notebooks/helm/helm-syft.ipynb
diff --git a/notebooks/helm/kill-restart-jobs.ipynb b/notebooks/helm/kill-restart-jobs.ipynb
deleted file mode 100644
index 9029c49e313..00000000000
--- a/notebooks/helm/kill-restart-jobs.ipynb
+++ /dev/null
@@ -1,1672 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "import os\n",
-    "import psutil\n",
-    "import inspect"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "cb2d07de",
-   "metadata": {},
-   "source": [
-    "with server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "21b24a60",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# import pickle\n",
-    "\n",
-    "# pickle.dumps(ActionObject.empty())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "8e9d0fad",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# obj = ActionObject.empty()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "673cdd4f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# pickle.dumps(obj.syft_action_data)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "9b31c627",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "                           reset=True, \n",
-    "                           n_consumers=3,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=3322)\n",
-    "                           \n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "507740d2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = client.register(name=\"a\", email=\"aa@b.org\", password=\"c\", password_verify=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "0c33d096",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <aa@b.org>\n"
-     ]
-    }
-   ],
-   "source": [
-    "ds_client = node.login(email=\"aa@b.org\", password=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "176addfb",
-   "metadata": {},
-   "source": [
-    "setup: compute train-test overlap between a very large train set and a smaller test set. Small test is still to big for memory, so we split it into 54 parts. We keep 1 of those parts in memory. We dont keep the train set in memory, but read and compare with 1/54 parts line by line. Each part takes ~30 hours, but we can run 54 processes in parallel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a0cea81b",
-   "metadata": {},
-   "source": [
-    "# Setup syft functions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "da2b114a",
-   "metadata": {},
-   "source": [
-    "## Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "83307a2f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "CALLING THIS\n",
-      "CALLING \n",
-      "attrs 448cb501cca248c7b9845081ed40744c 69981d84f2721b8a56271a3b81fe0dd603523d6cf2e870627bc84fd75f941624\n",
-      "service_method <function generate_remote_function.<locals>.wrapper at 0x7fb279787d30>\n",
-      "ALLOCATE METHOD <function generate_remote_function.<locals>.wrapper at 0x7fb279787d30>\n",
-      "CALLING THIS 2\n",
-      "CALLING THIS 3\n",
-      "service_method <function generate_remote_function.<locals>.wrapper at 0x7fb279787dc0>\n",
-      "setting id to 4d772b26035747f9b72f16f07c194f00\n"
-     ]
-    }
-   ],
-   "source": [
-    "x = ActionObject.from_obj([1])\n",
-    "x_ptr = x.send(ds_client)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "31bbb3ff",
-   "metadata": {},
-   "source": [
-    "## Batch function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "5d2fd248",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    sleep(3)\n",
-    "#     for i in range(30):\n",
-    "#         print(i)\n",
-    "#         sleep(1)\n",
-    "    print(\"done\")\n",
-    "    return batch+1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "9ba22655",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "01319f1f",
-   "metadata": {},
-   "source": [
-    "## Main function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "ca1b95ee",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function_single_use(x=x_ptr)\n",
-    "def process_all(domain, x):\n",
-    "    jobs = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        jobs += [batch_job]\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "#     results = [x.wait().get() for x in jobs]\n",
-    "    return 3\n",
-    "#     return sum(results)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e77c5db",
-   "metadata": {},
-   "source": [
-    "# Approve & run"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "0ab572f9",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request ea678f0fb59d4b43a36b793bf64b2366 changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request ea678f0fb59d4b43a36b793bf64b2366 changes applied"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "r = ds_client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve(approve_nested=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "375ed965",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "service_method <function generate_remote_function.<locals>.wrapper at 0x7fb2755161f0>\n",
-      "[1]\n",
-      "[1]\n",
-      "service_method <function generate_remote_function.<locals>.wrapper at 0x7fb2755161f0>\n",
-      "[1]\n",
-      "[1]\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n",
-      "28/11/23 13:51:39 FUNCTION LOG (3fb82ef9039f4273a9a70c56d45c75ea): Launching jobs\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1\n",
-      "1\n",
-      "1\n",
-      "1\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "28/11/23 13:51:40 FUNCTION LOG (3fb82ef9039f4273a9a70c56d45c75ea): starting aggregation\n",
-      "28/11/23 13:51:40 FUNCTION LOG (3fb82ef9039f4273a9a70c56d45c75ea): Done\n",
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "job = ds_client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(10)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "9468bbee",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ptr2.syft_blob_storage_entry_id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "2c7cd8a7",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# sleep(10)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "2d5491de",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1\n",
-      "1\n",
-      "entry id1 None\n",
-      "entry id2 None\n",
-      "entry id3 None\n",
-      "CALLING THIS\n",
-      "CALLING \n",
-      "attrs 448cb501cca248c7b9845081ed40744c 69981d84f2721b8a56271a3b81fe0dd603523d6cf2e870627bc84fd75f941624\n",
-      "ALLOCATE METHOD functools.partial(<bound method BlobStorageService.allocate of <syft.service.blob_storage.service.BlobStorageService object at 0x7ff16f913970>>, syft.service.context.AuthedServiceContext)\n",
-      "CALLING THIS 2\n",
-      "CALLING THIS 3\n",
-      "setting id to 05d0cc34f92c45a8a9d03773def96883\n",
-      "entry id 05d0cc34f92c45a8a9d03773def96883\n"
-     ]
-    }
-   ],
-   "source": [
-    "subjob = job.subjobs[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "2082a407",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ptr = subjob.wait()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a9cfb50b",
-   "metadata": {},
-   "source": [
-    "its about insertion, not retrieval"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "f01fc8b5",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "service_method <function generate_remote_function.<locals>.wrapper at 0x7fb279a249d0>\n",
-      "2\n",
-      "2\n"
-     ]
-    }
-   ],
-   "source": [
-    "ptr2 = ptr.get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7a39ddae",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "obj = ActionObject.from_big_file(really_big_file)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c841f41e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "obj.stream_upload()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "47d84c79",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "obj.reload_cache()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "ac27c4bb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ptr2 = client.api.services.action.get(ptr.id)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "id": "ea955936",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Detached action object, object exists but is not linked to data in the blob storage SyftError: `uid` must be of type `UID` not `NoneType`\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-danger\" style=\"padding:5px;\"><strong>SyftError</strong>: `uid` must be of type `UID` not `NoneType`</div><br />"
-      ],
-      "text/plain": [
-       "SyftError: `uid` must be of type `UID` not `NoneType`"
-      ]
-     },
-     "execution_count": 36,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr2.reload_cache()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "5fca0436",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "cc5c80529f30f7b962e0e15867d5995d36b443ed2acf84e85d7aec8f4605869d"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.syft_client_verify_key"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "f93d766e",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<UID: ccf36bf9869a46afbdf6d746419cd987>"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "8d8eaeec",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class ActionDataEmpty:\n",
-       "  id: str = bbe6063631014d6faaf9e0bf387f33cc\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "ActionDataEmpty <None>"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "id": "8a540f30",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "Pointer\n",
-       "```\n",
-       "2"
-      ],
-      "text/plain": [
-       "Pointer:\n",
-       "2"
-      ]
-     },
-     "execution_count": 34,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "id": "cb38a50f",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "47f8c8f3db3a30695a28e4a51e44916669ac3d111924cb614181c64b2c3b8323"
-      ]
-     },
-     "execution_count": 35,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.verify_key"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "id": "813e4c51",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from syft.client.api import APIRegistry\n",
-    "\n",
-    "api = APIRegistry.api_for(\n",
-    "    node_uid=ptr.syft_node_location,\n",
-    "    user_verify_key=ptr.syft_client_verify_key,\n",
-    ")\n",
-    "res = api.services.action.get(ptr.id)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 44,
-   "id": "c493dcef",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Detached action object, object exists but is not linked to data in the blob storage SyftError: `uid` must be of type `UID` not `NoneType`\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-danger\" style=\"padding:5px;\"><strong>SyftError</strong>: `uid` must be of type `UID` not `NoneType`</div><br />"
-      ],
-      "text/plain": [
-       "SyftError: `uid` must be of type `UID` not `NoneType`"
-      ]
-     },
-     "execution_count": 44,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "res.reload_cache()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 41,
-   "id": "6edc8a7e",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class ActionDataEmpty:\n",
-       "  id: str = 04cb2ab44e7545a8ad100be6251cdb82\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "ActionDataEmpty <None>"
-      ]
-     },
-     "execution_count": 41,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "res.syft_action_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "df46aee6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ptr."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "id": "072a7007",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class ActionDataEmpty:\n",
-       "  id: str = 04cb2ab44e7545a8ad100be6251cdb82\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "ActionDataEmpty <None>"
-      ]
-     },
-     "execution_count": 33,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "id": "541f8e59",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "cbb2b22db3b8496350bcb2045612680cddb017f4e91f39e445fdb8a87fb15d88"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.syft_client_verify_key"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "id": "237fbe23",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<UID: fd32d5080c6d4255a73c2990d60b6c5e>"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "57df66ee",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# subjob.wait().get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "7c14ef8d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# subjob.kill()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "3a08a621",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# subjob.restart()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "e8816757",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# sleep(3)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "69fb56cd",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 1\n",
-      "done\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "subjob.logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "2db04ddd",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "c3d71844",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "  body[data-jp-theme-light='false'] {\n",
-       "        --primary-color: #111111;\n",
-       "        --secondary-color: #212121;\n",
-       "        --tertiary-color: #CFCDD6;\n",
-       "        --button-color: #111111;\n",
-       "  }\n",
-       "\n",
-       "  body {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "  }\n",
-       "\n",
-       "  .header-1 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 2.0736em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size:  1.44em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.2em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 14px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph-sm {\n",
-       "        font-family: 'Roboto';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 11.62px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .code-text {\n",
-       "        font-family: 'Consolas';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 13px;\n",
-       "        line-height: 130%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
-       "    }\n",
-       "\n",
-       "    /* Tooltip text */\n",
-       "    .tooltip .tooltiptext {\n",
-       "        visibility: hidden;\n",
-       "        width: 120px;\n",
-       "        background-color: black;\n",
-       "        color: #fff;\n",
-       "        text-align: center;\n",
-       "        padding: 5px 0;\n",
-       "        border-radius: 6px;\n",
-       "\n",
-       "        /* Position the tooltip text - see examples below! */\n",
-       "        position: absolute;\n",
-       "        z-index: 1;\n",
-       "    }\n",
-       "\n",
-       "    .repr-cell {\n",
-       "      padding-top: 20px;\n",
-       "    }\n",
-       "\n",
-       "    .text-bold {\n",
-       "        font-weight: bold;\n",
-       "    }\n",
-       "\n",
-       "    .pr-8 {\n",
-       "        padding-right: 8px;\n",
-       "    }\n",
-       "    .pt-8 {\n",
-       "        padding-top: 8px;\n",
-       "    }\n",
-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
-       "    }\n",
-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
-       "    }\n",
-       "\n",
-       "    .py-25{\n",
-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
-       "    }\n",
-       "\n",
-       "    .gap-10 {\n",
-       "        gap: 10px;\n",
-       "    }\n",
-       "    .items-center{\n",
-       "        align-items: center;\n",
-       "    }\n",
-       "\n",
-       "    .folder-icon {\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-input{\n",
-       "        display: flex;\n",
-       "        flex-direction: row;\n",
-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
-       "        height: 24px;\n",
-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
-       "        /* Lt On Surface/Highest */\n",
-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table80f0b447191b4a19baaf3d57559fe9d9 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(28, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: center;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu80f0b447191b4a19baaf3d57559fe9d9' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content80f0b447191b4a19baaf3d57559fe9d9')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content80f0b447191b4a19baaf3d57559fe9d9' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element80f0b447191b4a19baaf3d57559fe9d9 = [{\"id\": {\"value\": \"b125135d773a4ceebabf4cfa9142134c\", \"type\": \"clipboard\"}, \"status\": \"process_batch: completed\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-28 09:56:57 by aa@b.org\", \"logs\": \"... (3 lines)\\ndone\\n\", \"subjobs\": 0}]\n",
-       "                                var page_size80f0b447191b4a19baaf3d57559fe9d9 = 1\n",
-       "                                var pageIndex80f0b447191b4a19baaf3d57559fe9d9 = 1\n",
-       "                                var paginatedElements80f0b447191b4a19baaf3d57559fe9d9 = []\n",
-       "                                var activeFilter80f0b447191b4a19baaf3d57559fe9d9;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content80f0b447191b4a19baaf3d57559fe9d9')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter80f0b447191b4a19baaf3d57559fe9d9').innerText = attr;\n",
-       "                                                activeFilter80f0b447191b4a19baaf3d57559fe9d9 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content80f0b447191b4a19baaf3d57559fe9d9'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu80f0b447191b4a19baaf3d57559fe9d9')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter80f0b447191b4a19baaf3d57559fe9d9')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter80f0b447191b4a19baaf3d57559fe9d9 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element80f0b447191b4a19baaf3d57559fe9d9)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey80f0b447191b4a19baaf3d57559fe9d9' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid80f0b447191b4a19baaf3d57559fe9d9(element80f0b447191b4a19baaf3d57559fe9d9)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total80f0b447191b4a19baaf3d57559fe9d9'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table80f0b447191b4a19baaf3d57559fe9d9' class='grid-table80f0b447191b4a19baaf3d57559fe9d9' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate80f0b447191b4a19baaf3d57559fe9d9(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid80f0b447191b4a19baaf3d57559fe9d9(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey80f0b447191b4a19baaf3d57559fe9d9').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter80f0b447191b4a19baaf3d57559fe9d9]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter80f0b447191b4a19baaf3d57559fe9d9].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter80f0b447191b4a19baaf3d57559fe9d9].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter80f0b447191b4a19baaf3d57559fe9d9] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById80f0b447191b4a19baaf3d57559fe9d9('table80f0b447191b4a19baaf3d57559fe9d9');\n",
-       "                        resetById80f0b447191b4a19baaf3d57559fe9d9('pag80f0b447191b4a19baaf3d57559fe9d9');\n",
-       "                        result = paginate80f0b447191b4a19baaf3d57559fe9d9(result, page_size80f0b447191b4a19baaf3d57559fe9d9)\n",
-       "                        paginatedElements80f0b447191b4a19baaf3d57559fe9d9 = result\n",
-       "                        buildGrid80f0b447191b4a19baaf3d57559fe9d9(result,pageIndex80f0b447191b4a19baaf3d57559fe9d9);\n",
-       "                        buildPaginationContainer80f0b447191b4a19baaf3d57559fe9d9(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById80f0b447191b4a19baaf3d57559fe9d9(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid80f0b447191b4a19baaf3d57559fe9d9(items, pageIndex){\n",
-       "                                let headers = Object.keys(element80f0b447191b4a19baaf3d57559fe9d9[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table80f0b447191b4a19baaf3d57559fe9d9\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index80f0b447191b4a19baaf3d57559fe9d9 = ((pageIndex - 1) * page_size80f0b447191b4a19baaf3d57559fe9d9)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table80f0b447191b4a19baaf3d57559fe9d9\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index80f0b447191b4a19baaf3d57559fe9d9;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index80f0b447191b4a19baaf3d57559fe9d9 = table_index80f0b447191b4a19baaf3d57559fe9d9 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements80f0b447191b4a19baaf3d57559fe9d9 = paginate80f0b447191b4a19baaf3d57559fe9d9(element80f0b447191b4a19baaf3d57559fe9d9, page_size80f0b447191b4a19baaf3d57559fe9d9)\n",
-       "                    buildGrid80f0b447191b4a19baaf3d57559fe9d9(paginatedElements80f0b447191b4a19baaf3d57559fe9d9, 1)\n",
-       "                    document.getElementById('total80f0b447191b4a19baaf3d57559fe9d9').innerText = \"Total: \" + element80f0b447191b4a19baaf3d57559fe9d9.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag80f0b447191b4a19baaf3d57559fe9d9' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer80f0b447191b4a19baaf3d57559fe9d9(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag80f0b447191b4a19baaf3d57559fe9d9\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage80f0b447191b4a19baaf3d57559fe9d9(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage80f0b447191b4a19baaf3d57559fe9d9(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById80f0b447191b4a19baaf3d57559fe9d9('table80f0b447191b4a19baaf3d57559fe9d9')\n",
-       "                        buildGrid80f0b447191b4a19baaf3d57559fe9d9(paginatedElements80f0b447191b4a19baaf3d57559fe9d9, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer80f0b447191b4a19baaf3d57559fe9d9(paginatedElements80f0b447191b4a19baaf3d57559fe9d9)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.job.job_stash.Job]"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 39,
-   "id": "7d8a2f95",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.jobs[0].subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "id": "cc0db669",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "Pointer:\n",
-       "None"
-      ]
-     },
-     "execution_count": 40,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 41,
-   "id": "711ce53a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ptr = job.subjobs[0].wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 42,
-   "id": "69d4dcf9",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "```python\n",
-       "class ActionDataEmpty:\n",
-       "  id: str = 363d0e89a7b44953b44f443378d51204\n",
-       "\n",
-       "```"
-      ],
-      "text/plain": [
-       "ActionDataEmpty <None>"
-      ]
-     },
-     "execution_count": 42,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ptr.get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 44,
-   "id": "5bf0974f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# sum([j.wait().get() for j in job.subjobs])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "948d9162",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "node.land()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "6de3096d",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "STOPPING\n",
-      "STOPPINGSTOPPING\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "sleep(5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "e61760f5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import traceback\n",
-    "import sys"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/local_jobs_execution.ipynb b/notebooks/helm/local_jobs_execution.ipynb
deleted file mode 100644
index dfc54054113..00000000000
--- a/notebooks/helm/local_jobs_execution.ipynb
+++ /dev/null
@@ -1,3345 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "import os\n",
-    "import psutil\n",
-    "import inspect"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "cb2d07de",
-   "metadata": {},
-   "source": [
-    "with server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "9b31c627",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Staging Protocol Changes...\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\",\n",
-    "                           dev_mode=True,\n",
-    "                           reset=True, \n",
-    "                           n_consumers=3,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=3322)\n",
-    "                           \n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "507740d2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = client.register(name=\"a\", email=\"aa@b.org\", password=\"c\", password_verify=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "0c33d096",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <aa@b.org>\n"
-     ]
-    }
-   ],
-   "source": [
-    "ds_client = node.login(email=\"aa@b.org\", password=\"c\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "176addfb",
-   "metadata": {},
-   "source": [
-    "setup: compute train-test overlap between a very large train set and a smaller test set. Small test is still to big for memory, so we split it into 54 parts. We keep 1 of those parts in memory. We dont keep the train set in memory, but read and compare with 1/54 parts line by line. Each part takes ~30 hours, but we can run 54 processes in parallel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a0cea81b",
-   "metadata": {},
-   "source": [
-    "# Setup syft functions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "da2b114a",
-   "metadata": {},
-   "source": [
-    "## Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "4f1b8f95",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dataset = sy.Dataset(\n",
-    "    name=\"My dataset\",\n",
-    "    asset_list=[\n",
-    "        sy.Asset(\n",
-    "            name=\"input asset\",\n",
-    "            data=ActionObject.from_obj([1, 2]),\n",
-    "            mock=ActionObject.from_obj([1, 2]),\n",
-    "        ),\n",
-    "    ]\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "e419fe18",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# dataset.assets[0].mock.syft_action_data\n",
-    "\n",
-    "# dataset.assets[0].data.syft_action_data\n",
-    "\n",
-    "# dataset.assets[0].mock.__len__()\n",
-    "\n",
-    "# dataset.assets[0].data.__len__()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "dff061bd",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "[1, 2]"
-      ],
-      "text/plain": [
-       "[1, 2]"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "dataset.assets[0].data.syft_action_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "2d135883",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 10.25it/s]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Uploading: input asset\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Dataset uploaded to 'test-domain-helm2'. To see the datasets uploaded by a client on this node, use command `[your_client].datasets`</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Dataset uploaded to 'test-domain-helm2'. To see the datasets uploaded by a client on this node, use command `[your_client].datasets`"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.upload_dataset(dataset)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "4c0c3963",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "asset = ds_client.datasets[0].assets[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "83307a2f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# x = ActionObject.from_obj([1, 2])\n",
-    "# x_ptr = x.send(ds_client)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "31bbb3ff",
-   "metadata": {},
-   "source": [
-    "## Batch function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "5d2fd248",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    sleep(1)\n",
-    "    print(\"done\")\n",
-    "    return batch+1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "9ba22655",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "01319f1f",
-   "metadata": {},
-   "source": [
-    "## Main function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "ca1b95ee",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function_single_use(x=asset)\n",
-    "def process_all(domain, x):\n",
-    "    \n",
-    "    jobs = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        jobs += [batch_job]\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "    return 3"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e77c5db",
-   "metadata": {},
-   "source": [
-    "# Approve & run"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "0ab572f9",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request 5147062631e1422f8a113120f153afa4 changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request 5147062631e1422f8a113120f153afa4 changes applied"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "0217416f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# ds_client.code.process_all(x=asset, blocking=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "5105253b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mock =asset.mock"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "2d0ab6e2",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "[1, 2]"
-      ],
-      "text/plain": [
-       "[1, 2]"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mock"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "f4ddb2f0",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "97226040",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# \"domain\" in sig.parameters"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "ca89a86a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from syft.node.worker import Worker"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "4944d0bb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from syft.node.node import Node"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "07651817",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# process_all\n",
-    "# process_all(x=[3,4])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "id": "e3933bbc",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# domain = Node.named(name=\"plan_building\", reset=True, processes=0)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "id": "6fe20837",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Staging Protocol Changes...\n",
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "domain = sy.orchestra.launch(name=\"test\",\n",
-    "                           dev_mode=True,\n",
-    "                           reset=True, \n",
-    "                           n_consumers=3,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=22221)\n",
-    "                           \n",
-    "temp_client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "d4493fd4",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# handle = NodeHandle(\n",
-    "#     node_type=node_type_enum,\n",
-    "#     deployment_type=deployment_type_enum,\n",
-    "#     name=name,\n",
-    "#     python_node=worker,\n",
-    "#     node_side_type=node_side_type,\n",
-    "# )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "id": "8aa1cd10",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<function syft.client.api.generate_remote_function.<locals>.wrapper(*args, **kwargs)>"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds_client.code.process_all"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "id": "09a80eee",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<bound method DomainClient.launch_job of <DomainClient: test-domain-helm2>>"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.launch_job"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "id": "553ec197",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# from hagrid.hagrid.orchestra"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "id": "98511c00",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# handle.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "f54863a2",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "filtered_kwargs = {\"x\": [3,4]}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "id": "7485f486",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "filtered_kwargs[\"domain\"] = temp_client"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "id": "7ad56294",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "action_kwargs = {}\n",
-    "for k, v in filtered_kwargs.items():\n",
-    "    val = ActionObject.from_obj(v)\n",
-    "    action_kwargs[k] = val.send(temp_client)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "id": "2ec774d7",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Launching jobs\n"
-     ]
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "'SQLiteStorePartition' object has no attribute 'lock'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[38], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mprocess_all\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlocal_function\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43maction_kwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "Cell \u001b[0;32mIn[13], line 8\u001b[0m, in \u001b[0;36mprocess_all\u001b[0;34m(domain, x)\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLaunching jobs\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m elem \u001b[38;5;129;01min\u001b[39;00m x:\n\u001b[1;32m      7\u001b[0m     \u001b[38;5;66;03m# We inject a domain object in the scope\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m     batch_job \u001b[38;5;241m=\u001b[39m \u001b[43mdomain\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlaunch_job\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprocess_batch\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatch\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43melem\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m      9\u001b[0m     jobs \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [batch_job]\n\u001b[1;32m     10\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstarting aggregation\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/action/action_object.py:1400\u001b[0m, in \u001b[0;36mActionObject._syft_wrap_attribute_for_methods.<locals>.wrapper\u001b[0;34m(_self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   1399\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(_self: Any, \u001b[38;5;241m*\u001b[39margs: Any, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs: Any):\n\u001b[0;32m-> 1400\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_base_wrapper\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/action/action_object.py:1389\u001b[0m, in \u001b[0;36mActionObject._syft_wrap_attribute_for_methods.<locals>._base_wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m   1385\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m   1386\u001b[0m     original_args, original_kwargs \u001b[38;5;241m=\u001b[39m debox_args_and_kwargs(\n\u001b[1;32m   1387\u001b[0m         pre_hook_args, pre_hook_kwargs\n\u001b[1;32m   1388\u001b[0m     )\n\u001b[0;32m-> 1389\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[43moriginal_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43moriginal_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43moriginal_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1391\u001b[0m post_result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_syft_run_post_hooks__(context, name, result)\n\u001b[1;32m   1392\u001b[0m post_result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_syft_attr_propagate_ids(context, name, post_result)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/domain_client.py:151\u001b[0m, in \u001b[0;36mDomainClient.launch_job\u001b[0;34m(self, func, *args, **kwargs)\u001b[0m\n\u001b[1;32m    149\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mlaunch_job\u001b[39m(\u001b[38;5;28mself\u001b[39m, func, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m    150\u001b[0m     kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mblocking\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m--> 151\u001b[0m     func \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcode\u001b[49m, func\u001b[38;5;241m.\u001b[39mfunc_name)\n\u001b[1;32m    152\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/domain_client.py:158\u001b[0m, in \u001b[0;36mDomainClient.code\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    154\u001b[0m \u001b[38;5;129m@property\u001b[39m\n\u001b[1;32m    155\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcode\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Optional[APIModule]:\n\u001b[1;32m    156\u001b[0m     \u001b[38;5;66;03m# if self.api.refresh_api_callback is not None:\u001b[39;00m\n\u001b[1;32m    157\u001b[0m     \u001b[38;5;66;03m#     self.api.refresh_api_callback()\u001b[39;00m\n\u001b[0;32m--> 158\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapi\u001b[49m\u001b[38;5;241m.\u001b[39mhas_service(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcode\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m    159\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapi\u001b[38;5;241m.\u001b[39mservices\u001b[38;5;241m.\u001b[39mcode\n\u001b[1;32m    160\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:586\u001b[0m, in \u001b[0;36mSyftClient.api\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    582\u001b[0m \u001b[38;5;129m@property\u001b[39m\n\u001b[1;32m    583\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapi\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m SyftAPI:\n\u001b[1;32m    584\u001b[0m     \u001b[38;5;66;03m# invalidate API\u001b[39;00m\n\u001b[1;32m    585\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_api \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_api\u001b[38;5;241m.\u001b[39msigning_key \u001b[38;5;241m!=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcredentials):\n\u001b[0;32m--> 586\u001b[0m         \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_fetch_api\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    588\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_api\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:824\u001b[0m, in \u001b[0;36mSyftClient._fetch_api\u001b[0;34m(self, credentials)\u001b[0m\n\u001b[1;32m    823\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_fetch_api\u001b[39m(\u001b[38;5;28mself\u001b[39m, credentials: SyftSigningKey):\n\u001b[0;32m--> 824\u001b[0m     _api: SyftAPI \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_api\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    825\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    826\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcommunication_protocol\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcommunication_protocol\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    827\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    829\u001b[0m     \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mrefresh_callback\u001b[39m():\n\u001b[1;32m    830\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_fetch_api(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcredentials)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:371\u001b[0m, in \u001b[0;36mPythonConnection.get_api\u001b[0;34m(self, credentials, communication_protocol)\u001b[0m\n\u001b[1;32m    360\u001b[0m     obj \u001b[38;5;241m=\u001b[39m forward_message_to_proxy(\n\u001b[1;32m    361\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmake_call,\n\u001b[1;32m    362\u001b[0m         proxy_target_uid\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mproxy_target_uid,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    368\u001b[0m         credentials\u001b[38;5;241m=\u001b[39mcredentials,\n\u001b[1;32m    369\u001b[0m     )\n\u001b[1;32m    370\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 371\u001b[0m     obj \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnode\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_api\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    372\u001b[0m \u001b[43m        \u001b[49m\u001b[43mfor_user\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mverify_key\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    373\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcommunication_protocol\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcommunication_protocol\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    374\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    375\u001b[0m obj\u001b[38;5;241m.\u001b[39mconnection \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\n\u001b[1;32m    376\u001b[0m obj\u001b[38;5;241m.\u001b[39msigning_key \u001b[38;5;241m=\u001b[39m credentials\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:1090\u001b[0m, in \u001b[0;36mNode.get_api\u001b[0;34m(self, for_user, communication_protocol)\u001b[0m\n\u001b[1;32m   1085\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_api\u001b[39m(\n\u001b[1;32m   1086\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m   1087\u001b[0m     for_user: Optional[SyftVerifyKey] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m   1088\u001b[0m     communication_protocol: Optional[PROTOCOL_TYPE] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m   1089\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m SyftAPI:\n\u001b[0;32m-> 1090\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mSyftAPI\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfor_user\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1091\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1092\u001b[0m \u001b[43m        \u001b[49m\u001b[43muser_verify_key\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfor_user\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1093\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcommunication_protocol\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcommunication_protocol\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1094\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/api.py:507\u001b[0m, in \u001b[0;36mSyftAPI.for_user\u001b[0;34m(node, communication_protocol, user_verify_key)\u001b[0m\n\u001b[1;32m    503\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mservice\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcode\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01muser_code_service\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m UserCodeService\n\u001b[1;32m    505\u001b[0m \u001b[38;5;66;03m# find user role by verify_key\u001b[39;00m\n\u001b[1;32m    506\u001b[0m \u001b[38;5;66;03m# TODO: we should probably not allow empty verify keys but instead make user always register\u001b[39;00m\n\u001b[0;32m--> 507\u001b[0m role \u001b[38;5;241m=\u001b[39m \u001b[43mnode\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_role_for_credentials\u001b[49m\u001b[43m(\u001b[49m\u001b[43muser_verify_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    508\u001b[0m _user_service_config_registry \u001b[38;5;241m=\u001b[39m UserServiceConfigRegistry\u001b[38;5;241m.\u001b[39mfrom_role(role)\n\u001b[1;32m    509\u001b[0m _user_lib_config_registry \u001b[38;5;241m=\u001b[39m UserLibConfigRegistry\u001b[38;5;241m.\u001b[39mfrom_user(user_verify_key)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/node/node.py:921\u001b[0m, in \u001b[0;36mNode.get_role_for_credentials\u001b[0;34m(self, credentials)\u001b[0m\n\u001b[1;32m    920\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_role_for_credentials\u001b[39m(\u001b[38;5;28mself\u001b[39m, credentials: SyftVerifyKey) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ServiceRole:\n\u001b[0;32m--> 921\u001b[0m     role \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_service\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43muserservice\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_role_for_credentials\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    922\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\n\u001b[1;32m    923\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    924\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m role\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/user/user_service.py:138\u001b[0m, in \u001b[0;36mUserService.get_role_for_credentials\u001b[0;34m(self, credentials)\u001b[0m\n\u001b[1;32m    132\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_role_for_credentials\u001b[39m(\n\u001b[1;32m    133\u001b[0m     \u001b[38;5;28mself\u001b[39m, credentials: Union[SyftVerifyKey, SyftSigningKey]\n\u001b[1;32m    134\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Union[Optional[ServiceRole], SyftError]:\n\u001b[1;32m    135\u001b[0m     \u001b[38;5;66;03m# they could be different\u001b[39;00m\n\u001b[1;32m    137\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(credentials, SyftVerifyKey):\n\u001b[0;32m--> 138\u001b[0m         result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstash\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_by_verify_key\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    139\u001b[0m \u001b[43m            \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mverify_key\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\n\u001b[1;32m    140\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    141\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    142\u001b[0m         result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mstash\u001b[38;5;241m.\u001b[39mget_by_signing_key(\n\u001b[1;32m    143\u001b[0m             credentials\u001b[38;5;241m=\u001b[39mcredentials, signing_key\u001b[38;5;241m=\u001b[39mcredentials\n\u001b[1;32m    144\u001b[0m         )\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/user/user_stash.py:106\u001b[0m, in \u001b[0;36mUserStash.get_by_verify_key\u001b[0;34m(self, credentials, verify_key)\u001b[0m\n\u001b[1;32m    104\u001b[0m     verify_key \u001b[38;5;241m=\u001b[39m SyftVerifyKey\u001b[38;5;241m.\u001b[39mfrom_string(verify_key)\n\u001b[1;32m    105\u001b[0m qks \u001b[38;5;241m=\u001b[39m QueryKeys(qks\u001b[38;5;241m=\u001b[39m[VerifyKeyPartitionKey\u001b[38;5;241m.\u001b[39mwith_obj(verify_key)])\n\u001b[0;32m--> 106\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquery_one\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mqks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqks\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/store/document_store.py:636\u001b[0m, in \u001b[0;36mBaseStash.query_one\u001b[0;34m(self, credentials, qks, order_by)\u001b[0m\n\u001b[1;32m    630\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mquery_one\u001b[39m(\n\u001b[1;32m    631\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m    632\u001b[0m     credentials: SyftVerifyKey,\n\u001b[1;32m    633\u001b[0m     qks: Union[QueryKey, QueryKeys],\n\u001b[1;32m    634\u001b[0m     order_by: Optional[PartitionKey] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m    635\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Result[Optional[BaseStash\u001b[38;5;241m.\u001b[39mobject_type], \u001b[38;5;28mstr\u001b[39m]:\n\u001b[0;32m--> 636\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquery_all\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    637\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mqks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqks\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43morder_by\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder_by\u001b[49m\n\u001b[1;32m    638\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mand_then(first_or_none)\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/store/document_store.py:614\u001b[0m, in \u001b[0;36mBaseStash.query_all\u001b[0;34m(self, credentials, qks, order_by)\u001b[0m\n\u001b[1;32m    611\u001b[0m index_qks \u001b[38;5;241m=\u001b[39m QueryKeys(qks\u001b[38;5;241m=\u001b[39munique_keys)\n\u001b[1;32m    612\u001b[0m search_qks \u001b[38;5;241m=\u001b[39m QueryKeys(qks\u001b[38;5;241m=\u001b[39msearchable_keys)\n\u001b[0;32m--> 614\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpartition\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfind_index_or_search_keys\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    615\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    616\u001b[0m \u001b[43m    \u001b[49m\u001b[43mindex_qks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex_qks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    617\u001b[0m \u001b[43m    \u001b[49m\u001b[43msearch_qks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msearch_qks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    618\u001b[0m \u001b[43m    \u001b[49m\u001b[43morder_by\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder_by\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    619\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/store/document_store.py:401\u001b[0m, in \u001b[0;36mStorePartition.find_index_or_search_keys\u001b[0;34m(self, credentials, index_qks, search_qks, order_by)\u001b[0m\n\u001b[1;32m    394\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfind_index_or_search_keys\u001b[39m(\n\u001b[1;32m    395\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m    396\u001b[0m     credentials: SyftVerifyKey,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    399\u001b[0m     order_by: Optional[PartitionKey] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m    400\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Result[List[SyftObject], \u001b[38;5;28mstr\u001b[39m]:\n\u001b[0;32m--> 401\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_thread_safe_cbk\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    402\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_find_index_or_search_keys\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    403\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcredentials\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    404\u001b[0m \u001b[43m        \u001b[49m\u001b[43mindex_qks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex_qks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    405\u001b[0m \u001b[43m        \u001b[49m\u001b[43msearch_qks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msearch_qks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    406\u001b[0m \u001b[43m        \u001b[49m\u001b[43morder_by\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder_by\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    407\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/store/document_store.py:355\u001b[0m, in \u001b[0;36mStorePartition._thread_safe_cbk\u001b[0;34m(self, cbk, *args, **kwargs)\u001b[0m\n\u001b[1;32m    354\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_thread_safe_cbk\u001b[39m(\u001b[38;5;28mself\u001b[39m, cbk: Callable, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m--> 355\u001b[0m     locked \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlock\u001b[49m\u001b[38;5;241m.\u001b[39macquire(blocking\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m    356\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m locked:\n\u001b[1;32m    357\u001b[0m         \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFAILED TO LOCK\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'SQLiteStorePartition' object has no attribute 'lock'"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Idle worker expired: b'5C5B-F4BE'\n",
-      "Idle worker expired: b'D140-D0EF'\n",
-      "Idle worker expired: b'4A71-B0A6'\n",
-      "Idle worker expired: b'4999-97E5'\n",
-      "Idle worker expired: b'897B-20D9'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Exception in thread Thread-6:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/opt/anaconda3/envs/syft/lib/python3.9/threading.py\", line 980, in _bootstrap_inner\n",
-      "    self.run()\n",
-      "  File \"/opt/anaconda3/envs/syft/lib/python3.9/threading.py\", line 917, in run\n",
-      "    self._target(*self._args, **self._kwargs)\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/queue/zmq_queue.py\", line 113, in read_items\n",
-      "    for item in items:\n",
-      "TypeError: 'NoneType' object is not iterable\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "\n",
-      "Timeout elapsed after 30 seconds while trying to acquiring lock.\n",
-      "FAILED TO LOCK\n",
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Exception in thread Thread-12:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/opt/anaconda3/envs/syft/lib/python3.9/threading.py\", line 980, in _bootstrap_inner\n",
-      "    self.run()\n",
-      "  File \"/opt/anaconda3/envs/syft/lib/python3.9/threading.py\", line 917, in run\n",
-      "    self._target(*self._args, **self._kwargs)\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/queue/zmq_queue.py\", line 113, in read_items\n",
-      "    for item in items:\n",
-      "TypeError: 'NoneType' object is not iterable\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[Errno 2] No such file or directory: '/tmp/sherlock/QueueItem.lock'\n",
-      "Timeout elapsed after 30 seconds while trying to acquiring lock.\n",
-      "FAILED TO LOCK\n",
-      "Idle worker expired: b'5C5B-F4BE'\n",
-      "Idle worker expired: b'C78E-56CA'\n",
-      "Idle worker expired: b'D140-D0EF'\n",
-      "Idle worker expired: b'897B-20D9'\n",
-      "Idle worker expired: b'4A71-B0A6'\n",
-      "Idle worker expired: b'4999-97E5'\n",
-      "Idle worker expired: b'D140-D0EF'\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Heartbeat failure, worker can't reach queue, reconnecting in 1s\n",
-      "Idle worker expired: b'897B-20D9'\n",
-      "Idle worker expired: b'4A71-B0A6'\n",
-      "Idle worker expired: b'4999-97E5'\n",
-      "Idle worker expired: b'5C5B-F4BE'\n",
-      "Idle worker expired: b'C78E-56CA'\n",
-      "Idle worker expired: b'C416-92ED'\n",
-      "Idle worker expired: b'60D7-BC5C'\n",
-      "Idle worker expired: b'9425-66ED'\n",
-      "Idle worker expired: b'CB72-46F6'\n",
-      "Idle worker expired: b'9F8A-71A1'\n",
-      "Idle worker expired: b'F6CB-C950'\n"
-     ]
-    }
-   ],
-   "source": [
-    "process_all.local_function(**action_kwargs)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "cba5afd4",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# args, _, _, values = inspect.getargvalues(process_all.local_function)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "124c7d94",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<function __main__.process_all(domain, x)>"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "e2df0312",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "TypeError",
-     "evalue": "process_all() missing 1 required positional argument: 'domain'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[11], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mprocess_all\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m4\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/code/user_code.py:593\u001b[0m, in \u001b[0;36mSubmitUserCode.__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m    591\u001b[0m     \u001b[38;5;28;01melif\u001b[39;00m on_mock_data:\n\u001b[1;32m    592\u001b[0m         \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWarning: The result you see is computed on MOCK data.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 593\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlocal_function\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mfiltered_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    594\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    595\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m\n",
-      "\u001b[0;31mTypeError\u001b[0m: process_all() missing 1 required positional argument: 'domain'"
-     ]
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4f7c191e",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d5e2e567",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "720e84cd",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "5d505c08",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "14f969e1",
-   "metadata": {},
-   "source": [
-    "Usecase 1: What if you have a syft function thats nested with jobs?\n",
-    "\n",
-    "Subproblem 1.1: We need to code before submitting\n",
-    "\n",
-    "- solution 1: remove the job aspect from local testing\n",
-    "- solution 2: you mimick the domain architecture locally\n",
-    "- solution 3: you run this on the low side on mock data\n",
-    "\n",
-    "\n",
-    "Subproblem 1.2: We need to be able to run this on the high side\n",
-    "\n",
-    "Solution\n",
-    "- move requests / code / inputs from low side to high side\n",
-    "- run job on the high side\n",
-    "- get results from job and load them into the low side\n",
-    "\n",
-    "Usecase 2: What if you have a syft function that takes days to run on the high side?\n",
-    "\n",
-    "See solution for 1.2\n",
-    "\n",
-    "Solutions based on example\n",
-    "\n",
-    "- we have an optional mock sample in asset creation\n",
-    "- we split submission and code_request on the DS side\n",
-    "- DS can call code that is submitted\n",
-    "\n",
-    "- what is the UX for running on the low side as a test vs a code request\n",
-    "\n",
-    "ux for running as a test locally\n",
-    "my_function(asset.mock_sample)\n",
-    "\n",
-    "ux for running as a test on the low side\n",
-    "\n",
-    "ds_client.code.my_function(asset.mock)\n",
-    "-> Should print info: runs on mock data\n",
-    "\n",
-    "ux for running the code on real data\n",
-    "\n",
-    "ds_client.code.my_function(asset)\n",
-    "-> Should print info: runs on real data\n",
-    "\n",
-    "the ux for a code request\n",
-    "\n",
-    "ds_client.make_code_request(\n",
-    "\n",
-    "ds_client.submit(code2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "43f75da1",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2d8b884f",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0e8644a1",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "db018fe7",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "c6016213",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "AttributeError",
-     "evalue": "'DomainClient' object has no attribute 'submit'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[17], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mds_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msubmit\u001b[49m(code1)\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'DomainClient' object has no attribute 'submit'"
-     ]
-    }
-   ],
-   "source": [
-    "ds_client.submit(code1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "b8917983",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ds_client.request(code1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c462106e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "do_client.code"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "05231920",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "request = do_client.requests[0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "5093a607",
-   "metadata": {},
-   "source": [
-    "code1:\n",
-    "    blbalblab\n",
-    "    code()\n",
-    "\n",
-    "code2:\n",
-    "    blballbbla"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "04ca62ac",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "request.code2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "24667fed",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "do_client.all_code.code2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "6f196e29",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0e6ba0c3",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b625d8e4",
-   "metadata": {},
-   "source": [
-    "When doing local execution **without** a domain"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "f57288dd",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "my_syft_function(x, y)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0063f077",
-   "metadata": {},
-   "source": [
-    "When doing local execution **with** a domain"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "89bc4c16",
-   "metadata": {},
-   "source": [
-    "- is it relevant to think about whether we need to configure the domain (e.g. consumsers)\n",
-    "- do we create the domain explicitly or does it happen on the fly?\n",
-    "- how do we indicate in the function call that we want to create a domain?"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "430ed596",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "9a5c81e7",
-   "metadata": {},
-   "source": [
-    "When doing **high side** execution **without** a domain"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c773ffa7",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "users_function = func.unsafe_function\n",
-    "real_result = users_function(trade_data=pvt_data)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "7412c16f",
-   "metadata": {},
-   "source": [
-    "When doing **high side** exeuction **with** a domain"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "375ed965",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "16/11/23 19:29:10 FUNCTION LOG (6470a06b282445ab8b912302c8c33a52): Launching jobs\n",
-      "16/11/23 19:29:10 FUNCTION LOG (6470a06b282445ab8b912302c8c33a52): starting aggregation\n",
-      "16/11/23 19:29:10 FUNCTION LOG (6470a06b282445ab8b912302c8c33a52): Done\n",
-      "16/11/23 19:29:11 FUNCTION LOG (511d17d79d0b450ab0f4d410bbbbe688): starting batch 1\n",
-      "16/11/23 19:29:11 EXCEPTION LOG (511d17d79d0b450ab0f4d410bbbbe688):\n",
-      "\n",
-      "Encountered while executing process_batch:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/code/user_code.py\", line 1087, in execute_byte_code\n",
-      "    result = eval(evil_string, _globals, _locals)  # nosec\n",
-      "  File \"<string>\", line 1, in <module>\n",
-      "  File \"<string>\", line 10, in user_func_process_batch_563f3f1899d092d0501158fbb086f3fd2c79a010c4e85bfe4fe12e0e1c01abde_3fa7f836b5a65455ef117b87f10f6a3f711d956132679e32522b6ae4c1440ec5\n",
-      "  File \"<string>\", line 6, in process_batch\n",
-      "IndexError: list index out of range\n",
-      "\n",
-      "    3      print(f'starting batch {batch}')\n",
-      "    4      from time import sleep\n",
-      "--> 5      [1, 2, 3, 4][5]\n",
-      "    6      sleep(1)\n",
-      "16/11/23 19:29:11 FUNCTION LOG (1f4245154b5a4e8ab20f7b3907203542): starting batch 2\n",
-      "16/11/23 19:29:11 EXCEPTION LOG (1f4245154b5a4e8ab20f7b3907203542):\n",
-      "\n",
-      "Encountered while executing process_batch:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/code/user_code.py\", line 1087, in execute_byte_code\n",
-      "    result = eval(evil_string, _globals, _locals)  # nosec\n",
-      "  File \"<string>\", line 1, in <module>\n",
-      "  File \"<string>\", line 10, in user_func_process_batch_563f3f1899d092d0501158fbb086f3fd2c79a010c4e85bfe4fe12e0e1c01abde_3fa7f836b5a65455ef117b87f10f6a3f711d956132679e32522b6ae4c1440ec5\n",
-      "  File \"<string>\", line 6, in process_batch\n",
-      "IndexError: list index out of range\n",
-      "\n",
-      "    3      print(f'starting batch {batch}')\n",
-      "    4      from time import sleep\n",
-      "--> 5      [1, 2, 3, 4][5]\n",
-      "    6      sleep(1)\n"
-     ]
-    }
-   ],
-   "source": [
-    "job = ds_client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "0f8e12c0",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 1\n",
-      "\n",
-      "Exception encountered while running process_batch, please contact the Node Admin for more info.\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "6d97d2a4",
-   "metadata": {},
-   "outputs": [
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-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-tableab88b9fdfd794d8385739b0337453755 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(28, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: center;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menuab88b9fdfd794d8385739b0337453755' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-contentab88b9fdfd794d8385739b0337453755')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-contentab88b9fdfd794d8385739b0337453755' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var elementab88b9fdfd794d8385739b0337453755 = [{\"id\": {\"value\": \"511d17d79d0b450ab0f4d410bbbbe688\", \"type\": \"clipboard\"}, \"status\": \"process_batch: errored\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-16 19:29:10 by aa@b.org\", \"logs\": \"... (3 lines)\\n\\nException encountered while running process_batch, please contact the Node Admin for more info.\", \"subjobs\": 0}, {\"id\": {\"value\": \"1f4245154b5a4e8ab20f7b3907203542\", \"type\": \"clipboard\"}, \"status\": \"process_batch: errored\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-16 19:29:10 by aa@b.org\", \"logs\": \"... (3 lines)\\n\\nException encountered while running process_batch, please contact the Node Admin for more info.\", \"subjobs\": 0}]\n",
-       "                                var page_sizeab88b9fdfd794d8385739b0337453755 = 2\n",
-       "                                var pageIndexab88b9fdfd794d8385739b0337453755 = 1\n",
-       "                                var paginatedElementsab88b9fdfd794d8385739b0337453755 = []\n",
-       "                                var activeFilterab88b9fdfd794d8385739b0337453755;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-contentab88b9fdfd794d8385739b0337453755')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filterab88b9fdfd794d8385739b0337453755').innerText = attr;\n",
-       "                                                activeFilterab88b9fdfd794d8385739b0337453755 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-contentab88b9fdfd794d8385739b0337453755'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menuab88b9fdfd794d8385739b0337453755')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filterab88b9fdfd794d8385739b0337453755')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilterab88b9fdfd794d8385739b0337453755 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(elementab88b9fdfd794d8385739b0337453755)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKeyab88b9fdfd794d8385739b0337453755' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGridab88b9fdfd794d8385739b0337453755(elementab88b9fdfd794d8385739b0337453755)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='totalab88b9fdfd794d8385739b0337453755'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='tableab88b9fdfd794d8385739b0337453755' class='grid-tableab88b9fdfd794d8385739b0337453755' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginateab88b9fdfd794d8385739b0337453755(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGridab88b9fdfd794d8385739b0337453755(elements){\n",
-       "                        let searchKey = document.getElementById('searchKeyab88b9fdfd794d8385739b0337453755').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilterab88b9fdfd794d8385739b0337453755]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilterab88b9fdfd794d8385739b0337453755].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilterab88b9fdfd794d8385739b0337453755].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilterab88b9fdfd794d8385739b0337453755] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetByIdab88b9fdfd794d8385739b0337453755('tableab88b9fdfd794d8385739b0337453755');\n",
-       "                        resetByIdab88b9fdfd794d8385739b0337453755('pagab88b9fdfd794d8385739b0337453755');\n",
-       "                        result = paginateab88b9fdfd794d8385739b0337453755(result, page_sizeab88b9fdfd794d8385739b0337453755)\n",
-       "                        paginatedElementsab88b9fdfd794d8385739b0337453755 = result\n",
-       "                        buildGridab88b9fdfd794d8385739b0337453755(result,pageIndexab88b9fdfd794d8385739b0337453755);\n",
-       "                        buildPaginationContainerab88b9fdfd794d8385739b0337453755(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function resetByIdab88b9fdfd794d8385739b0337453755(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGridab88b9fdfd794d8385739b0337453755(items, pageIndex){\n",
-       "                                let headers = Object.keys(elementab88b9fdfd794d8385739b0337453755[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"tableab88b9fdfd794d8385739b0337453755\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_indexab88b9fdfd794d8385739b0337453755 = ((pageIndex - 1) * page_sizeab88b9fdfd794d8385739b0337453755)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"tableab88b9fdfd794d8385739b0337453755\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_indexab88b9fdfd794d8385739b0337453755;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
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-       "                                                    text = String(item[attr])\n",
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-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_indexab88b9fdfd794d8385739b0337453755 = table_indexab88b9fdfd794d8385739b0337453755 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElementsab88b9fdfd794d8385739b0337453755 = paginateab88b9fdfd794d8385739b0337453755(elementab88b9fdfd794d8385739b0337453755, page_sizeab88b9fdfd794d8385739b0337453755)\n",
-       "                    buildGridab88b9fdfd794d8385739b0337453755(paginatedElementsab88b9fdfd794d8385739b0337453755, 1)\n",
-       "                    document.getElementById('totalab88b9fdfd794d8385739b0337453755').innerText = \"Total: \" + elementab88b9fdfd794d8385739b0337453755.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pagab88b9fdfd794d8385739b0337453755' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainerab88b9fdfd794d8385739b0337453755(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pagab88b9fdfd794d8385739b0337453755\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPageab88b9fdfd794d8385739b0337453755(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPageab88b9fdfd794d8385739b0337453755(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetByIdab88b9fdfd794d8385739b0337453755('tableab88b9fdfd794d8385739b0337453755')\n",
-       "                        buildGridab88b9fdfd794d8385739b0337453755(paginatedElementsab88b9fdfd794d8385739b0337453755, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainerab88b9fdfd794d8385739b0337453755(paginatedElementsab88b9fdfd794d8385739b0337453755)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.job.job_stash.Job, syft.service.job.job_stash.Job]"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "afbe026b",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 1\n",
-      "\n",
-      "\n",
-      "Encountered while executing process_batch:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/code/user_code.py\", line 1087, in execute_byte_code\n",
-      "    result = eval(evil_string, _globals, _locals)  # nosec\n",
-      "  File \"<string>\", line 1, in <module>\n",
-      "  File \"<string>\", line 10, in user_func_process_batch_563f3f1899d092d0501158fbb086f3fd2c79a010c4e85bfe4fe12e0e1c01abde_3fa7f836b5a65455ef117b87f10f6a3f711d956132679e32522b6ae4c1440ec5\n",
-      "  File \"<string>\", line 6, in process_batch\n",
-      "IndexError: list index out of range\n",
-      "\n",
-      "    3      print(f'starting batch {batch}')\n",
-      "    4      from time import sleep\n",
-      "--> 5      [1, 2, 3, 4][5]\n",
-      "    6      sleep(1)\n"
-     ]
-    }
-   ],
-   "source": [
-    "client.jobs[0].subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "id": "81c23727",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "        --button-color: #111111;\n",
-       "  }\n",
-       "\n",
-       "  body {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
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-       "  }\n",
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-       "        font-weight: 600;\n",
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-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
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-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
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-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
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-       "        text-edge: cap;\n",
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-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
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-       "        font-weight: 600;\n",
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-       "        text-edge: cap;\n",
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-       "\n",
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-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
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-       "        leading-trim: both;\n",
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-       "\n",
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-       "        text-edge: cap;\n",
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-       "        font-family: 'Consolas';\n",
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-       "        font-weight: 400;\n",
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-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
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-       "\n",
-       "    /* Tooltip text */\n",
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-       "        visibility: hidden;\n",
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-       "        background-color: black;\n",
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-       "        text-align: center;\n",
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-       "      padding-top: 20px;\n",
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-       "\n",
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-       "        font-weight: bold;\n",
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-       "\n",
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-       "        padding-right: 8px;\n",
-       "    }\n",
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-       "        padding-top: 8px;\n",
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-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
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-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
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-       "\n",
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-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
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-       "\n",
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-       "        gap: 10px;\n",
-       "    }\n",
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-       "        align-items: center;\n",
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-       "\n",
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-       "        color: var(--tertiary-color);\n",
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-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
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-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
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-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
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-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table4f346b96b79e4a1a8b2f428da3dc8052 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(32, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
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-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
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-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: center;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>Job List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu4f346b96b79e4a1a8b2f428da3dc8052' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content4f346b96b79e4a1a8b2f428da3dc8052')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content4f346b96b79e4a1a8b2f428da3dc8052' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element4f346b96b79e4a1a8b2f428da3dc8052 = [{\"id\": {\"value\": \"dd4c9bef954f41e9a082a01a8ac0c094\", \"type\": \"clipboard\"}, \"name\": \"\", \"status\": \"errored\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-16 18:24:44 by aa@b.org\", \"logs\": \"... (3 lines)\\n\\nOps,something went wrong in this pipeline. Please, contact the Node Admin.\", \"subjobs\": 0}, {\"id\": {\"value\": \"2ba4c7b56f874648a34b134d8610b95f\", \"type\": \"clipboard\"}, \"name\": \"\", \"status\": \"errored\", \"progress\": \"\", \"eta\": null, \"created\": \"2023-11-16 18:24:43 by aa@b.org\", \"logs\": \"... (3 lines)\\n\\nOps,something went wrong in this pipeline. Please, contact the Node Admin.\", \"subjobs\": 0}]\n",
-       "                                var page_size4f346b96b79e4a1a8b2f428da3dc8052 = 2\n",
-       "                                var pageIndex4f346b96b79e4a1a8b2f428da3dc8052 = 1\n",
-       "                                var paginatedElements4f346b96b79e4a1a8b2f428da3dc8052 = []\n",
-       "                                var activeFilter4f346b96b79e4a1a8b2f428da3dc8052;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content4f346b96b79e4a1a8b2f428da3dc8052')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter4f346b96b79e4a1a8b2f428da3dc8052').innerText = attr;\n",
-       "                                                activeFilter4f346b96b79e4a1a8b2f428da3dc8052 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content4f346b96b79e4a1a8b2f428da3dc8052'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu4f346b96b79e4a1a8b2f428da3dc8052')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter4f346b96b79e4a1a8b2f428da3dc8052')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter4f346b96b79e4a1a8b2f428da3dc8052 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element4f346b96b79e4a1a8b2f428da3dc8052)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey4f346b96b79e4a1a8b2f428da3dc8052' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid4f346b96b79e4a1a8b2f428da3dc8052(element4f346b96b79e4a1a8b2f428da3dc8052)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total4f346b96b79e4a1a8b2f428da3dc8052'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table4f346b96b79e4a1a8b2f428da3dc8052' class='grid-table4f346b96b79e4a1a8b2f428da3dc8052' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate4f346b96b79e4a1a8b2f428da3dc8052(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid4f346b96b79e4a1a8b2f428da3dc8052(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey4f346b96b79e4a1a8b2f428da3dc8052').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter4f346b96b79e4a1a8b2f428da3dc8052]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter4f346b96b79e4a1a8b2f428da3dc8052].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter4f346b96b79e4a1a8b2f428da3dc8052].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter4f346b96b79e4a1a8b2f428da3dc8052] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById4f346b96b79e4a1a8b2f428da3dc8052('table4f346b96b79e4a1a8b2f428da3dc8052');\n",
-       "                        resetById4f346b96b79e4a1a8b2f428da3dc8052('pag4f346b96b79e4a1a8b2f428da3dc8052');\n",
-       "                        result = paginate4f346b96b79e4a1a8b2f428da3dc8052(result, page_size4f346b96b79e4a1a8b2f428da3dc8052)\n",
-       "                        paginatedElements4f346b96b79e4a1a8b2f428da3dc8052 = result\n",
-       "                        buildGrid4f346b96b79e4a1a8b2f428da3dc8052(result,pageIndex4f346b96b79e4a1a8b2f428da3dc8052);\n",
-       "                        buildPaginationContainer4f346b96b79e4a1a8b2f428da3dc8052(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById4f346b96b79e4a1a8b2f428da3dc8052(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid4f346b96b79e4a1a8b2f428da3dc8052(items, pageIndex){\n",
-       "                                let headers = Object.keys(element4f346b96b79e4a1a8b2f428da3dc8052[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table4f346b96b79e4a1a8b2f428da3dc8052\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index4f346b96b79e4a1a8b2f428da3dc8052 = ((pageIndex - 1) * page_size4f346b96b79e4a1a8b2f428da3dc8052)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table4f346b96b79e4a1a8b2f428da3dc8052\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index4f346b96b79e4a1a8b2f428da3dc8052;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index4f346b96b79e4a1a8b2f428da3dc8052 = table_index4f346b96b79e4a1a8b2f428da3dc8052 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements4f346b96b79e4a1a8b2f428da3dc8052 = paginate4f346b96b79e4a1a8b2f428da3dc8052(element4f346b96b79e4a1a8b2f428da3dc8052, page_size4f346b96b79e4a1a8b2f428da3dc8052)\n",
-       "                    buildGrid4f346b96b79e4a1a8b2f428da3dc8052(paginatedElements4f346b96b79e4a1a8b2f428da3dc8052, 1)\n",
-       "                    document.getElementById('total4f346b96b79e4a1a8b2f428da3dc8052').innerText = \"Total: \" + element4f346b96b79e4a1a8b2f428da3dc8052.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag4f346b96b79e4a1a8b2f428da3dc8052' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer4f346b96b79e4a1a8b2f428da3dc8052(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag4f346b96b79e4a1a8b2f428da3dc8052\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage4f346b96b79e4a1a8b2f428da3dc8052(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage4f346b96b79e4a1a8b2f428da3dc8052(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById4f346b96b79e4a1a8b2f428da3dc8052('table4f346b96b79e4a1a8b2f428da3dc8052')\n",
-       "                        buildGrid4f346b96b79e4a1a8b2f428da3dc8052(paginatedElements4f346b96b79e4a1a8b2f428da3dc8052, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer4f346b96b79e4a1a8b2f428da3dc8052(paginatedElements4f346b96b79e4a1a8b2f428da3dc8052)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.job.job_stash.Job, syft.service.job.job_stash.Job]"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "a9fde08d",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "IndexError",
-     "evalue": "list index out of range",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[12], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mjob\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msubjobs\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mlogs(stderr\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n",
-      "\u001b[0;31mIndexError\u001b[0m: list index out of range"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[0].logs(stderr=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "78bd08dc",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 2\n",
-      "\n",
-      "\n",
-      "Encountered while executing process_batch:\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/code/user_code.py\", line 1072, in execute_byte_code\n",
-      "    result = eval(evil_string, _globals, _locals)  # nosec\n",
-      "  File \"<string>\", line 1, in <module>\n",
-      "  File \"<string>\", line 10, in user_func_process_batch_47f8c8f3db3a30695a28e4a51e44916669ac3d111924cb614181c64b2c3b8323_3fa7f836b5a65455ef117b87f10f6a3f711d956132679e32522b6ae4c1440ec5\n",
-      "  File \"<string>\", line 6, in process_batch\n",
-      "IndexError: list index out of range\n",
-      "\n",
-      "    3      print(f'starting batch {batch}')\n",
-      "    4      from time import sleep\n",
-      "--> 5      [1, 2, 3, 4][5]\n",
-      "    6      sleep(1)\n"
-     ]
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "cc0db669",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "Pointer:\n",
-       "None"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "5bf0974f",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "TypeError",
-     "evalue": "unsupported operand type(s) for +: 'int' and 'Err'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[11], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;43msum\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mj\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mjob\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msubjobs\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n",
-      "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'int' and 'Err'"
-     ]
-    }
-   ],
-   "source": [
-    "sum([j.wait().get() for j in job.subjobs])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "55892031",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# import sys"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "b0800f1d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# print(\"D\")\n",
-    "# print(\"A\")\n",
-    "\n",
-    "# try:\n",
-    "#     raise ValueError()\n",
-    "# except Exception as e:\n",
-    "#     tb = e.__traceback__\n",
-    "# #     print(len([tb.tb_next while tb is not None])\n",
-    "# #     trace = []\n",
-    "# #     while tb is not None:\n",
-    "# #         trace.append({\n",
-    "# #             \"filename\": tb.tb_frame.f_code.co_filename,\n",
-    "# #             \"name\": tb.tb_frame.f_code.co_name,\n",
-    "# #             \"lineno\": tb.tb_lineno\n",
-    "# #         })\n",
-    "# #         tb = tb.tb_next\n",
-    "\n",
-    "\n",
-    "# #     print(sys.exc_info()[-1].tb_lineno)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "6c8fd04c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# n = 0\n",
-    "# while tb is not None:\n",
-    "#     tb = tb.tb_next\n",
-    "#     n+=1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "0c9368c9",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "1d73ef1e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# trace"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "e61760f5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import traceback\n",
-    "import sys"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "f5f2c781",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# try:\n",
-    "#     raise ValueError()\n",
-    "# except Exception as e:\n",
-    "#     print(sys.exception())\n",
-    "# #     print()\n",
-    "\n",
-    "\n",
-    "# # #     traceback.print_stack()\n",
-    "\n",
-    "\n",
-    "# # #     tb = e.__traceback__\n",
-    "# # #     traceback.print_tb(type(e), e, tb)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ead1e368",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "e956f350",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# print(\"\\n\".join(['def user_func_process_batch_47f8c8f3db3a30695a28e4a51e44916669ac3d111924cb614181c64b2c3b8323_bd42b6607712b09a0b187e3c67030f772c5dcd3c4152e4abebcb3a9f0a8259e4(batch):',\n",
-    "#            '', '    def process_batch(batch):', \"        print(f'starting batch {batch}')\",\n",
-    "#            '        from time import sleep', '        sleep(1)', '        [1, 2, 3][5]',\n",
-    "#            \"        print('done')\", '        return batch + 1', '    result = process_batch(batch=batch)',\n",
-    "#            '    return result']))"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/nested_requests.ipynb b/notebooks/helm/nested-requests.ipynb
similarity index 99%
rename from notebooks/helm/nested_requests.ipynb
rename to notebooks/helm/nested-requests.ipynb
index 2dcd088254f..56472460644 100644
--- a/notebooks/helm/nested_requests.ipynb
+++ b/notebooks/helm/nested-requests.ipynb
@@ -23,29 +23,6 @@
     "import inspect"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: 133 Protocol Updates Staged to dev</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: 133 Protocol Updates Staged to dev"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "sy.stage_protocol_changes()"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 3,
diff --git a/notebooks/helm/nested_syft_functions.ipynb b/notebooks/helm/nested-syft-functions.ipynb
similarity index 99%
rename from notebooks/helm/nested_syft_functions.ipynb
rename to notebooks/helm/nested-syft-functions.ipynb
index fd528db9c35..a7d17165464 100644
--- a/notebooks/helm/nested_syft_functions.ipynb
+++ b/notebooks/helm/nested-syft-functions.ipynb
@@ -234,9 +234,7 @@
     "        jobs += [batch_job]\n",
     "    print(\"starting aggregation\")\n",
     "    print(\"Done\")\n",
-    "#     results = [x.wait().get() for x in jobs]\n",
-    "    return 3\n",
-    "#     return sum(results)"
+    "    return None"
    ]
   },
   {
diff --git a/notebooks/helm/producer node.ipynb b/notebooks/helm/producer node.ipynb
deleted file mode 100644
index e6206aa83be..00000000000
--- a/notebooks/helm/producer node.ipynb	
+++ /dev/null
@@ -1,502 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "a196017f",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft import ActionObject\n",
-    "from syft import syft_function, syft_function_single_use\n",
-    "from time import sleep\n",
-    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "cb2d07de",
-   "metadata": {},
-   "source": [
-    "with server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "4cbee0b1",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client = sy.login(port=8800, email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "6c9ce5a0",
-   "metadata": {},
-   "source": [
-    "Without server"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "9b31c627",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "                           reset=True,\n",
-    "                           n_consumers=0,\n",
-    "                           create_producer=True,\n",
-    "                           queue_port=62249\n",
-    "                          )\n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "31df1d8f",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'tcp://localhost:62249'"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "node.python_node.queue_manager.producers[\"api_call\"].address"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "176addfb",
-   "metadata": {},
-   "source": [
-    "setup: compute train-test overlap between a very large train set and a smaller test set. Small test is still to big for memory, so we split it into 54 parts. We keep 1 of those parts in memory. We dont keep the train set in memory, but read and compare with 1/54 parts line by line. Each part takes ~30 hours, but we can run 54 processes in parallel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a0cea81b",
-   "metadata": {},
-   "source": [
-    "# Setup syft functions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "da2b114a",
-   "metadata": {},
-   "source": [
-    "## Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "83307a2f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = ActionObject.from_obj([1,2])\n",
-    "x_ptr = x.send(client)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "31bbb3ff",
-   "metadata": {},
-   "source": [
-    "## Batch function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "5d2fd248",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    sleep(1)\n",
-    "    print(\"done\")\n",
-    "    return batch+1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "9ba22655",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "01319f1f",
-   "metadata": {},
-   "source": [
-    "## Main function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "ca1b95ee",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@syft_function_single_use(x=x_ptr)\n",
-    "def process_all(domain, x):\n",
-    "    jobs = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        jobs += [batch_job]\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "#     results = [x.wait().get() for x in jobs]\n",
-    "    return 1\n",
-    "#     return sum(results)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e77c5db",
-   "metadata": {},
-   "source": [
-    "# Approve & run"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "0ab572f9",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-domain-helm2\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request 60267d2c91664370b8a116d93c7ac8d6 changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request 60267d2c91664370b8a116d93c7ac8d6 changes applied"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "375ed965",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Idle worker expired: b'B37B-150D'\n",
-      "Idle worker expired: b'8486-F974'\n"
-     ]
-    }
-   ],
-   "source": [
-    "job = client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "e7a94e1c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# print_open_files()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "e5af2d1d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# job.subjobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7b8b2a2e",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = job.wait().get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3cba7a2a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "22ac31a6",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 1\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[1].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "9cb2e2bf",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 2\n",
-      "done\n",
-      "done\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[0].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "7fb84ccd",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "starting batch 1\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "job.subjobs[1].logs()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "9ec222a7",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "3"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "job.subjobs[0].wait().get()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3d141e3b",
-   "metadata": {},
-   "source": [
-    "##### Next steps"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "4e856437",
-   "metadata": {},
-   "source": [
-    "\n",
-    "\n",
-    "- [x] seaweedfs\n",
-    "- - [wip] merge into normal code\n",
-    "- [x] Multiple consumers (queues)\n",
-    "- - [x] implement messagequeue\n",
-    "- - [x] integrate messagequeue with the rest of the code\n",
-    "- [x] test flow with async main function\n",
-    "- [x]  up datastructures for jobs and logs\n",
-    "- - [x] set up reprs\n",
-    "- [wip] integrate helm code\n",
-    "- [ ] test on large machine"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "5ab56b04",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/syft with dynamic docker workers.ipynb b/notebooks/helm/syft with dynamic docker workers.ipynb
deleted file mode 100644
index 2558f33365f..00000000000
--- a/notebooks/helm/syft with dynamic docker workers.ipynb	
+++ /dev/null
@@ -1,1519 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "b27d69a2",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft/notebooks\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n",
-    "from syft.store.blob_storage import BlobStorageConfig, BlobStorageClientConfig\n",
-    "from syft.store.blob_storage.seaweedfs import SeaweedFSClient, SeaweedFSClientConfig\n",
-    "from syft import ActionObject\n",
-    "from syft.service.action.action_data_empty import ActionFileData\n",
-    "from syft.service.queue.zmq_queue import ZMQQueueConfig, ZMQClientConfig\n",
-    "from collections import defaultdict"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "dcad6636",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Logged into <test-domain-helm2: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-domain-helm2\", dev_mode=True,\n",
-    "                           reset=True,\n",
-    "                           n_consumers=0,\n",
-    "                           create_producer=True)\n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "a9ea17d8",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\u001b[0m(52)\u001b[0;36mget_default_env_vars\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     50 \u001b[0;31m    \u001b[0;32mimport\u001b[0m \u001b[0mpdb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     51 \u001b[0;31m    \u001b[0mpdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 52 \u001b[0;31m    \u001b[0;32mif\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mruns_in_docker\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     53 \u001b[0;31m        \u001b[0;31m# get env vars from current environment\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     54 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menviron\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> c\n",
-      "> \u001b[0;32m/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\u001b[0m(52)\u001b[0;36mget_default_env_vars\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;32m     50 \u001b[0;31m    \u001b[0;32mimport\u001b[0m \u001b[0mpdb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     51 \u001b[0;31m    \u001b[0mpdb\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_trace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m---> 52 \u001b[0;31m    \u001b[0;32mif\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mruns_in_docker\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     53 \u001b[0;31m        \u001b[0;31m# get env vars from current environment\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\u001b[0;32m     54 \u001b[0;31m        \u001b[0;32mreturn\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menviron\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0m\n",
-      "ipdb> q\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-danger\" style=\"padding:5px;\"><strong>SyftError</strong>: Exception calling worker.start_workers. Traceback (most recent call last):\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\", line 929, in handle_api_call_with_unsigned_result\n",
-       "    result = method(context, *api_call.args, **api_call.kwargs)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/service.py\", line 339, in _decorator\n",
-       "    result = func(self, *args, **kwargs)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 152, in start_workers\n",
-       "    res = start_worker_container(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 125, in start_worker_container\n",
-       "    env_vars = get_env_vars(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 84, in get_env_vars\n",
-       "    default_env_vars = get_default_env_vars(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 52, in get_default_env_vars\n",
-       "    if context.node.runs_in_docker:\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 52, in get_default_env_vars\n",
-       "    if context.node.runs_in_docker:\n",
-       "  File \"/opt/anaconda3/envs/syft/lib/python3.9/bdb.py\", line 88, in trace_dispatch\n",
-       "    return self.dispatch_line(frame)\n",
-       "  File \"/opt/anaconda3/envs/syft/lib/python3.9/bdb.py\", line 113, in dispatch_line\n",
-       "    if self.quitting: raise BdbQuit\n",
-       "bdb.BdbQuit\n",
-       "</div><br />"
-      ],
-      "text/plain": [
-       "SyftError: Exception calling worker.start_workers. Traceback (most recent call last):\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/node/node.py\", line 929, in handle_api_call_with_unsigned_result\n",
-       "    result = method(context, *api_call.args, **api_call.kwargs)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/service.py\", line 339, in _decorator\n",
-       "    result = func(self, *args, **kwargs)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 152, in start_workers\n",
-       "    res = start_worker_container(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 125, in start_worker_container\n",
-       "    env_vars = get_env_vars(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 84, in get_env_vars\n",
-       "    default_env_vars = get_default_env_vars(context)\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 52, in get_default_env_vars\n",
-       "    if context.node.runs_in_docker:\n",
-       "  File \"/Users/koen/workspace/PySyft/packages/syft/src/syft/service/worker/worker_service.py\", line 52, in get_default_env_vars\n",
-       "    if context.node.runs_in_docker:\n",
-       "  File \"/opt/anaconda3/envs/syft/lib/python3.9/bdb.py\", line 88, in trace_dispatch\n",
-       "    return self.dispatch_line(frame)\n",
-       "  File \"/opt/anaconda3/envs/syft/lib/python3.9/bdb.py\", line 113, in dispatch_line\n",
-       "    if self.quitting: raise BdbQuit\n",
-       "bdb.BdbQuit"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.worker.start_workers(n=3)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "c0c8331c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "workers = client.worker.list()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "f8fc2e1b",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<style>\n",
-       "  body[data-jp-theme-light='false'] {\n",
-       "        --primary-color: #111111;\n",
-       "        --secondary-color: #212121;\n",
-       "        --tertiary-color: #CFCDD6;\n",
-       "        --button-color: #111111;\n",
-       "  }\n",
-       "\n",
-       "  body {\n",
-       "        --primary-color: #ffffff;\n",
-       "        --secondary-color: #f5f5f5;\n",
-       "        --tertiary-color: #000000de;\n",
-       "        --button-color: #d1d5db;\n",
-       "  }\n",
-       "\n",
-       "  .header-1 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 2.0736em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-2 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.728em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "  .header-3 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size:  1.44em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "  .header-4 {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 600;\n",
-       "        font-size: 1.2em;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #17161D;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph {\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 14px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .paragraph-sm {\n",
-       "        font-family: 'Roboto';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 11.62px;\n",
-       "        line-height: 100%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .code-text {\n",
-       "        font-family: 'Consolas';\n",
-       "        font-style: normal;\n",
-       "        font-weight: 400;\n",
-       "        font-size: 13px;\n",
-       "        line-height: 130%;\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "\n",
-       "    .numbering-entry { display: none }\n",
-       "\n",
-       "    /* Tooltip container */\n",
-       "    .tooltip {\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
-       "    }\n",
-       "\n",
-       "    /* Tooltip text */\n",
-       "    .tooltip .tooltiptext {\n",
-       "        visibility: hidden;\n",
-       "        width: 120px;\n",
-       "        background-color: black;\n",
-       "        color: #fff;\n",
-       "        text-align: center;\n",
-       "        padding: 5px 0;\n",
-       "        border-radius: 6px;\n",
-       "\n",
-       "        /* Position the tooltip text - see examples below! */\n",
-       "        position: absolute;\n",
-       "        z-index: 1;\n",
-       "    }\n",
-       "\n",
-       "    .repr-cell {\n",
-       "      padding-top: 20px;\n",
-       "    }\n",
-       "\n",
-       "    .text-bold {\n",
-       "        font-weight: bold;\n",
-       "    }\n",
-       "\n",
-       "    .pr-8 {\n",
-       "        padding-right: 8px;\n",
-       "    }\n",
-       "    .pt-8 {\n",
-       "        padding-top: 8px;\n",
-       "    }\n",
-       "    .pl-8 {\n",
-       "        padding-left: 8px;\n",
-       "    }\n",
-       "    .pb-8 {\n",
-       "        padding-bottom: 8px;\n",
-       "    }\n",
-       "\n",
-       "    .py-25{\n",
-       "        padding-top: 25px;\n",
-       "        padding-bottom: 25px;\n",
-       "    }\n",
-       "\n",
-       "    .flex {\n",
-       "        display: flex;\n",
-       "    }\n",
-       "\n",
-       "    .gap-10 {\n",
-       "        gap: 10px;\n",
-       "    }\n",
-       "    .items-center{\n",
-       "        align-items: center;\n",
-       "    }\n",
-       "\n",
-       "    .folder-icon {\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-input{\n",
-       "        display: flex;\n",
-       "        flex-direction: row;\n",
-       "        align-items: center;\n",
-       "        padding: 8px 12px;\n",
-       "        width: 343px;\n",
-       "        height: 24px;\n",
-       "        /* Lt On Surface/Low */\n",
-       "        background-color: var(--secondary-color);\n",
-       "        border-radius: 30px;\n",
-       "\n",
-       "        /* Lt On Surface/Highest */\n",
-       "        color: var(--tertiary-color);\n",
-       "        border:none;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 0;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "    .search-input:focus {\n",
-       "        outline: none;\n",
-       "    }\n",
-       "        .search-input:focus::placeholder,\n",
-       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
-       "        color: var(--tertiary-color);\n",
-       "        opacity: 1; /* Firefox */\n",
-       "    }\n",
-       "\n",
-       "    .search-button{\n",
-       "        /* Search */\n",
-       "        leading-trim: both;\n",
-       "        text-edge: cap;\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        text-align: center;\n",
-       "\n",
-       "        /* Primary/On Light */\n",
-       "        background-color: var(--button-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "\n",
-       "        border-radius: 30px;\n",
-       "        border-color: var(--secondary-color);\n",
-       "        border-style: solid;\n",
-       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
-       "        cursor: pointer;\n",
-       "        /* Inside auto layout */\n",
-       "        flex: none;\n",
-       "        order: 1;\n",
-       "        flex-grow: 0;\n",
-       "    }\n",
-       "\n",
-       "    .grid-table541eaab784db4c748e972aa58bc6c659 {\n",
-       "        display:grid;\n",
-       "        grid-template-columns: 1fr repeat(12, 1fr);\n",
-       "        grid-template-rows: repeat(2, 1fr);\n",
-       "        overflow-x: auto;\n",
-       "    }\n",
-       "\n",
-       "    .grid-std-cells {\n",
-       "        grid-column: span 4;\n",
-       "\n",
-       "    }\n",
-       "    .grid-index-cells {\n",
-       "        grid-column: span 1;\n",
-       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color) !important;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-header {\n",
-       "        /* Auto layout */\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: center;\n",
-       "        padding: 6px 4px;\n",
-       "\n",
-       "        /* Lt On Surface/Surface */\n",
-       "        /* Lt On Surface/High */\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        /* tmp fix to make header stand out (fix with font-family) */\n",
-       "        font-weight: 600;\n",
-       "        background-color: var(--secondary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .grid-row {\n",
-       "        display: flex;\n",
-       "        flex-direction: column;\n",
-       "        align-items: flex-start;\n",
-       "        padding: 6px 4px;\n",
-       "        overflow: hidden;\n",
-       "        border: 1px solid #CFCDD6;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .badge {\n",
-       "        code-text;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .badge-blue {\n",
-       "        badge;\n",
-       "        background-color: #C2DEF0;\n",
-       "        color: #1F567A;\n",
-       "    }\n",
-       "\n",
-       "    .badge-purple {\n",
-       "        badge;\n",
-       "        background-color: #C9CFE8;\n",
-       "        color: #373B7B;\n",
-       "    }\n",
-       "\n",
-       "    .badge-green {\n",
-       "        badge;\n",
-       "\n",
-       "        /* Success/Container */\n",
-       "        background-color: #D5F1D5;\n",
-       "        color: #256B24;\n",
-       "    }\n",
-       "\n",
-       "    .badge-red {\n",
-       "        badge;\n",
-       "        background-color: #F2D9DE;\n",
-       "        color: #9B2737;\n",
-       "    }\n",
-       "\n",
-       "    .badge-gray {\n",
-       "        badge;\n",
-       "        background-color: #ECEBEF;\n",
-       "        color: #2E2B3B;\n",
-       "    }\n",
-       "    .paginationContainer{\n",
-       "        width: 100%;\n",
-       "        height: 30px;\n",
-       "        display: flex;\n",
-       "        justify-content: center;\n",
-       "        gap: 8px;\n",
-       "        padding: 5px;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .page{\n",
-       "        color: black;\n",
-       "        font-weight: bold;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .page:hover {\n",
-       "      color: #38bdf8;\n",
-       "      cursor: pointer;\n",
-       "    }\n",
-       "    .clipboard:hover{\n",
-       "        cursor: pointer;\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "\n",
-       "    .search-field {\n",
-       "        display: flex;\n",
-       "        align-items: center;\n",
-       "        border-radius: 30px;\n",
-       "        background-color: var(--secondary-color);\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown {\n",
-       "        margin: 5px;\n",
-       "        margin-left: 5px;\n",
-       "        position: relative;\n",
-       "        display: inline-block;\n",
-       "        text-align: center;\n",
-       "        background-color: var(--button-color);\n",
-       "        min-width: 100px;\n",
-       "        padding: 2px;\n",
-       "        border-radius: 30px;\n",
-       "    }\n",
-       "\n",
-       "    .syft-dropdown:hover {\n",
-       "        cursor: pointer;\n",
-       "    }\n",
-       "    .syft-dropdown-content {\n",
-       "        margin-top:26px;\n",
-       "        display: none;\n",
-       "        position: absolute;\n",
-       "        min-width: 100px;\n",
-       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
-       "        padding: 12px 6px;\n",
-       "        z-index: 1;\n",
-       "        background-color: var(--primary-color);\n",
-       "        color: var(--tertiary-color);\n",
-       "    }\n",
-       "    .dd-options {\n",
-       "        padding-top: 4px;\n",
-       "    }\n",
-       "    .dd-options:first-of-type {\n",
-       "        padding-top: 0px;\n",
-       "    }\n",
-       "\n",
-       "    .dd-options:hover {\n",
-       "        cursor: pointer;\n",
-       "        background: #d1d5db;\n",
-       "    }\n",
-       "    .arrow {\n",
-       "        border: solid black;\n",
-       "        border-width: 0 3px 3px 0;\n",
-       "        display: inline-block;\n",
-       "        padding: 3px;\n",
-       "    }\n",
-       "    .down {\n",
-       "        transform: rotate(45deg);\n",
-       "        -webkit-transform: rotate(45deg);\n",
-       "    }\n",
-       "</style>\n",
-       "\n",
-       "\n",
-       "    <div style='margin-top:15px;'>\n",
-       "        <div class='flex gap-10' style='align-items: center;'>\n",
-       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
-       "            <div><p class='header-3'>DockerWorker List</p></div>\n",
-       "        </div>\n",
-       "\n",
-       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
-       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
-       "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu541eaab784db4c748e972aa58bc6c659' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content541eaab784db4c748e972aa58bc6c659')\n",
-       "                            if (doc.style.display === 'block'){\n",
-       "                                doc.style.display = 'none'\n",
-       "                            } else {\n",
-       "                                doc.style.display = 'block'\n",
-       "                            }\n",
-       "                            }\">\n",
-       "                            <div id='search-dropdown-content541eaab784db4c748e972aa58bc6c659' class='syft-dropdown-content'></div>\n",
-       "                            <script>\n",
-       "                                var element541eaab784db4c748e972aa58bc6c659 = [{\"id\": {\"value\": \"03a9808aa0934ce8a444329d7d1c68c5\", \"type\": \"clipboard\"}, \"container_id\": \"77d06f35afc18a2cf1765727054c4906a9ee44807aceab7e713c07f91698c571\", \"created_at\": \"2023-10-13 14:37:30\"}, {\"id\": {\"value\": \"e84abc5a7c79466aa486c27e663ba08e\", \"type\": \"clipboard\"}, \"container_id\": \"2bb01dea67f0f007f0b7a8a6e9e97e62ee39dcfaf319546e3d43130d5cd810da\", \"created_at\": \"2023-10-13 14:37:19\"}, {\"id\": {\"value\": \"3d7291a7c7644d6da9b840430b308d34\", \"type\": \"clipboard\"}, \"container_id\": \"7e408ea41fc49a572b9167a88bba2e6cd350788fbd306fb2e13d425a41060427\", \"created_at\": \"2023-10-13 14:37:19\"}]\n",
-       "                                var page_size541eaab784db4c748e972aa58bc6c659 = 3\n",
-       "                                var pageIndex541eaab784db4c748e972aa58bc6c659 = 1\n",
-       "                                var paginatedElements541eaab784db4c748e972aa58bc6c659 = []\n",
-       "                                var activeFilter541eaab784db4c748e972aa58bc6c659;\n",
-       "\n",
-       "                                function buildDropDownMenu(elements){\n",
-       "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content541eaab784db4c748e972aa58bc6c659')\n",
-       "                                    if (elements.length > 0) {\n",
-       "                                        let sample = elements[0]\n",
-       "                                        for (const attr in sample) {\n",
-       "                                            if (typeof init_filter === 'undefined'){\n",
-       "                                                init_filter = attr;\n",
-       "                                            }\n",
-       "                                            let content = document.createElement('div');\n",
-       "                                            content.onclick = function(event) {\n",
-       "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter541eaab784db4c748e972aa58bc6c659').innerText = attr;\n",
-       "                                                activeFilter541eaab784db4c748e972aa58bc6c659 = attr;\n",
-       "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content541eaab784db4c748e972aa58bc6c659'\n",
-       "                                                ).style.display= 'none';\n",
-       "                                            }\n",
-       "                                            content.classList.add(\"dd-options\");\n",
-       "                                            content.innerText = attr;\n",
-       "                                            menu.appendChild(content);\n",
-       "                                        }\n",
-       "                                    } else {\n",
-       "                                        let init_filter = '---'\n",
-       "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu541eaab784db4c748e972aa58bc6c659')\n",
-       "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter541eaab784db4c748e972aa58bc6c659')\n",
-       "                                    span.innerText = init_filter\n",
-       "                                    activeFilter541eaab784db4c748e972aa58bc6c659 = init_filter;\n",
-       "                                    dropdown_field.appendChild(span)\n",
-       "                                }\n",
-       "\n",
-       "                                buildDropDownMenu(element541eaab784db4c748e972aa58bc6c659)\n",
-       "                            </script>\n",
-       "                        </div>\n",
-       "                        <input id='searchKey541eaab784db4c748e972aa58bc6c659' class='search-input' placeholder='Enter search here ...'  />\n",
-       "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid541eaab784db4c748e972aa58bc6c659(element541eaab784db4c748e972aa58bc6c659)\">\n",
-       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
-       "                        <span class='pl-8'>Search</span>\n",
-       "                    </button>\n",
-       "                </div>\n",
-       "\n",
-       "                <div><h4 id='total541eaab784db4c748e972aa58bc6c659'>0</h4></div>\n",
-       "            </div>\n",
-       "            <div id='table541eaab784db4c748e972aa58bc6c659' class='grid-table541eaab784db4c748e972aa58bc6c659' style='margin-top: 25px;'>\n",
-       "                <script>\n",
-       "                    function paginate541eaab784db4c748e972aa58bc6c659(arr, size) {\n",
-       "                        const res = [];\n",
-       "                        for (let i = 0; i < arr.length; i += size) {\n",
-       "                            const chunk = arr.slice(i, i + size);\n",
-       "                            res.push(chunk);\n",
-       "                        }\n",
-       "\n",
-       "                        return res;\n",
-       "                    }\n",
-       "\n",
-       "                    function searchGrid541eaab784db4c748e972aa58bc6c659(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey541eaab784db4c748e972aa58bc6c659').value;\n",
-       "                        let result;\n",
-       "                        if (searchKey === ''){\n",
-       "                            result = elements;\n",
-       "                        } else {\n",
-       "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter541eaab784db4c748e972aa58bc6c659]\n",
-       "                                if (typeof property === 'object' && property !== null){\n",
-       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659].toLowerCase().includes(searchKey.toLowerCase());\n",
-       "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659].toString() === searchKey;\n",
-       "                                } else {\n",
-       "                                    return element[activeFilter541eaab784db4c748e972aa58bc6c659] === searchKey;\n",
-       "                                }\n",
-       "                            } );\n",
-       "                        }\n",
-       "                        resetById541eaab784db4c748e972aa58bc6c659('table541eaab784db4c748e972aa58bc6c659');\n",
-       "                        resetById541eaab784db4c748e972aa58bc6c659('pag541eaab784db4c748e972aa58bc6c659');\n",
-       "                        result = paginate541eaab784db4c748e972aa58bc6c659(result, page_size541eaab784db4c748e972aa58bc6c659)\n",
-       "                        paginatedElements541eaab784db4c748e972aa58bc6c659 = result\n",
-       "                        buildGrid541eaab784db4c748e972aa58bc6c659(result,pageIndex541eaab784db4c748e972aa58bc6c659);\n",
-       "                        buildPaginationContainer541eaab784db4c748e972aa58bc6c659(result);\n",
-       "                    }\n",
-       "\n",
-       "                    function resetById541eaab784db4c748e972aa58bc6c659(id){\n",
-       "                        let element = document.getElementById(id);\n",
-       "                        while (element.firstChild) {\n",
-       "                          element.removeChild(element.firstChild);\n",
-       "                        }\n",
-       "                    }\n",
-       "\n",
-       "                    function buildGrid541eaab784db4c748e972aa58bc6c659(items, pageIndex){\n",
-       "                                let headers = Object.keys(element541eaab784db4c748e972aa58bc6c659[0]);\n",
-       "\n",
-       "                                let grid = document.getElementById(\"table541eaab784db4c748e972aa58bc6c659\");\n",
-       "                                let div = document.createElement(\"div\");\n",
-       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
-       "                                grid.appendChild(div);\n",
-       "                                headers.forEach((title) =>{\n",
-       "                                    let div = document.createElement(\"div\");\n",
-       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
-       "                                    div.innerText = title;\n",
-       "\n",
-       "                                    grid.appendChild(div);\n",
-       "                                });\n",
-       "\n",
-       "                                let page = items[pageIndex -1]\n",
-       "                                if (page !== 'undefine'){\n",
-       "                                    let table_index541eaab784db4c748e972aa58bc6c659 = ((pageIndex - 1) * page_size541eaab784db4c748e972aa58bc6c659)\n",
-       "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table541eaab784db4c748e972aa58bc6c659\");\n",
-       "                                        // Add new index value in index cells\n",
-       "                                        let divIndex = document.createElement(\"div\");\n",
-       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index541eaab784db4c748e972aa58bc6c659;\n",
-       "                                        grid.appendChild(divIndex);\n",
-       "\n",
-       "                                        // Iterate over the actual obj\n",
-       "                                        for (const attr in item) {\n",
-       "                                            let div = document.createElement(\"div\");\n",
-       "                                            if (typeof item[attr] === 'object'\n",
-       "                                                && item[attr] !== null\n",
-       "                                                && item[attr].hasOwnProperty('type')) {\n",
-       "                                                if (item[attr].type.includes('badge')){\n",
-       "                                                    let badge_div = document.createElement(\"div\");\n",
-       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
-       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
-       "                                                    div.appendChild(badge_div);\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                } else if (item[attr].type === \"clipboard\") {\n",
-       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
-       "\n",
-       "                                                    // Create clipboard div\n",
-       "                                                    let clipboard_div = document.createElement('div');\n",
-       "                                                    clipboard_div.style.display= 'flex';\n",
-       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
-       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
-       "\n",
-       "                                                    let id_text = document.createElement('div');\n",
-       "                                                    if (item[attr].value == \"None\"){\n",
-       "                                                        id_text.innerText = \"None\";\n",
-       "                                                    }\n",
-       "                                                    else{\n",
-       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
-       "                                                    }\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(id_text);\n",
-       "                                                    let clipboard_img = document.createElement('div');\n",
-       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
-       "                                                    div.onclick = function() {\n",
-       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
-       "                                                    };\n",
-       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
-       "\n",
-       "                                                    clipboard_div.appendChild(clipboard_img);\n",
-       "                                                    div.appendChild(clipboard_div);\n",
-       "                                                }\n",
-       "                                            } else{\n",
-       "                                                div.classList.add('grid-row','grid-std-cells');\n",
-       "                                                if (item[attr] == null) {\n",
-       "                                                    text = ' '\n",
-       "                                                } else {\n",
-       "                                                    text = String(item[attr])\n",
-       "                                                }\n",
-       "                                                if (text.length > 150){\n",
-       "                                                    text = text.slice(0,150) + \"...\";\n",
-       "                                                }\n",
-       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
-       "                                                div.innerHTML = text;\n",
-       "                                            }\n",
-       "                                            grid.appendChild(div);\n",
-       "                                        }\n",
-       "                                    table_index541eaab784db4c748e972aa58bc6c659 = table_index541eaab784db4c748e972aa58bc6c659 + 1;\n",
-       "                                    })\n",
-       "                                }\n",
-       "                    }\n",
-       "                    paginatedElements541eaab784db4c748e972aa58bc6c659 = paginate541eaab784db4c748e972aa58bc6c659(element541eaab784db4c748e972aa58bc6c659, page_size541eaab784db4c748e972aa58bc6c659)\n",
-       "                    buildGrid541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659, 1)\n",
-       "                    document.getElementById('total541eaab784db4c748e972aa58bc6c659').innerText = \"Total: \" + element541eaab784db4c748e972aa58bc6c659.length\n",
-       "                </script>\n",
-       "            </div>\n",
-       "            <div id='pag541eaab784db4c748e972aa58bc6c659' class='paginationContainer'>\n",
-       "                <script>\n",
-       "                    function buildPaginationContainer541eaab784db4c748e972aa58bc6c659(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag541eaab784db4c748e972aa58bc6c659\");\n",
-       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
-       "                                  let div = document.createElement(\"div\");\n",
-       "                                  div.classList.add('page');\n",
-       "                                  if(i===0) div.style.color = \"gray\";\n",
-       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
-       "                                  div.onclick = function(event) {\n",
-       "                                      let indexes = document.getElementsByClassName('page');\n",
-       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
-       "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage541eaab784db4c748e972aa58bc6c659(i + 1);\n",
-       "                                  };\n",
-       "                                  div.innerText = i + 1;\n",
-       "                                  pageContainer.appendChild(div);\n",
-       "                            }\n",
-       "                    }\n",
-       "\n",
-       "                    function setPage541eaab784db4c748e972aa58bc6c659(newPage){\n",
-       "                        pageIndex = newPage\n",
-       "                        resetById541eaab784db4c748e972aa58bc6c659('table541eaab784db4c748e972aa58bc6c659')\n",
-       "                        buildGrid541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659, pageIndex)\n",
-       "                    }\n",
-       "\n",
-       "                    buildPaginationContainer541eaab784db4c748e972aa58bc6c659(paginatedElements541eaab784db4c748e972aa58bc6c659)\n",
-       "                </script>\n",
-       "            </div>\n",
-       "        </div>\n",
-       "    </div>\n",
-       "    </div>\n"
-      ],
-      "text/plain": [
-       "[syft.service.worker.worker_service.DockerWorker,\n",
-       " syft.service.worker.worker_service.DockerWorker,\n",
-       " syft.service.worker.worker_service.DockerWorker]"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "workers"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "28c5e351",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: 2 workers stopped</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: 2 workers stopped"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.worker.stop(workers)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "542ec911",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2ac0c822",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3f1ce246",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "210a3bbd",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4e95077d",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "87ca6d8a",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "659434fe",
-   "metadata": {},
-   "source": [
-    "## DEV"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "38d0fa4a",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0d2cc165",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "09c2d6ac",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import docker"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "6934ec8f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = \"openmined/grid-backend\"\n",
-    "client = docker.from_env()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "c7bb1389",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "PYSYFT_DIR = f\"/Users/koen/workspace/pysyft\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "a742f934",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "volumes = {\n",
-    "    f'{PYSYFT_DIR}/packages/syft': {'bind': '/app/syft', 'mode': 'rw'},\n",
-    "    f'{PYSYFT_DIR}/packages/grid/backend/grid': {'bind': '/app/grid', 'mode': 'rw'},\n",
-    "    \"/var/run/docker.sock\": {\"bind\": \"/var/run/docker.sock\"}\n",
-    "\n",
-    "}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "09b15930",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def get_default_env_vars():\n",
-    "    env_path = f\"{PYSYFT_DIR}/packages/grid/.env\"\n",
-    "\n",
-    "    with open(env_path, \"r\") as f:\n",
-    "        lines = f.read().splitlines()\n",
-    "\n",
-    "    default_env_vars = dict()\n",
-    "    for l in lines:\n",
-    "        if \"=\" in l:\n",
-    "            try:\n",
-    "                var_name, value = l.split(\"=\", 1)\n",
-    "                \n",
-    "                def remove_redundant_quotes(value):\n",
-    "                    for s in ['\"', \"'\"]:\n",
-    "                        if len(value) !=0:\n",
-    "                            if value[0] == s:\n",
-    "                                value = value[1:]\n",
-    "                            if value[-1] == s:\n",
-    "                                value = value[:-1]\n",
-    "                                \n",
-    "                value = remove_redundant_quotes(value)\n",
-    "                default_env_vars[var_name] = value\n",
-    "            except Exception as e:\n",
-    "                print(\"error parsing env file\", e)\n",
-    "    return default_env_vars"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "85a5ed92",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def get_env_vars():\n",
-    "    default_env_vars = get_default_env_vars()\n",
-    "    import secrets\n",
-    "    worker_tag = \"\".join([str(secrets.choice(list(range(10)))) for i in range(10)])\n",
-    "\n",
-    "    extra_env_vars = {\n",
-    "        \"SERVICE_NAME\": \"backend\",\n",
-    "        \"CREATE_PRODUCER\": \"false\",\n",
-    "        \"N_CONSUMERS\": \"1\",\n",
-    "        \"DEV_MODE\": \"True\",\n",
-    "        \"DEFAULT_ROOT_USERNAME\": f\"worker-{worker_tag}\",\n",
-    "        \"PORT\": \"8003\",\n",
-    "        \"HTTP_PORT\": \"88\",\n",
-    "        \"HTTPS_PORT\": \"446\",\n",
-    "        \"DEFAULT_ROOT_EMAIL\": f\"{worker_tag}@openmined.org\"\n",
-    "        \n",
-    "    }\n",
-    "\n",
-    "    return {**default_env_vars, **extra_env_vars}\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "4a92d374",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "1aa550f7",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "220"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "random.randint(0, 1000)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "a0450b60",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "env_vars = get_env_vars()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "17f547d4",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from pprint import pprint"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "bc445c39",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'grid'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[21], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mgrid\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbackend\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mconfig\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m settings\n",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'grid'"
-     ]
-    }
-   ],
-   "source": [
-    "from grid.backend.core.config import settings"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "1835d02b",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'/Users/koen/workspace/pysyft'"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from pathlib import Path\n",
-    "str(Path(\"/Users/koen/workspace/pysyft/packages/grid\").parent.parent)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "id": "13cc6c67",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# pprint(env_vars)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "id": "f58bd1eb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# env_vars"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "4ce97360",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.containers"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "id": "d7b0f47b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# client.containers.run('alpine', 'echo hello world', )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "id": "8eb7cb8b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = client.containers.run(image=image, volumes=volumes, environment=env_vars,\n",
-    "                            detach=True, network_mode=\"container:grid-proxy-1\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "d1608704",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'b7a8e3c2a0b8295d22bebdcd004d7a2f14b05c187c4b3cc20a37e914938aee63'"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "res.id"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 118,
-   "id": "b5d9e7b7",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for x in client.containers.list(filters={\"id\": res.id}):\n",
-    "    x.stop()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 123,
-   "id": "92d85752",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = res.stop()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 121,
-   "id": "9dd4e6ca",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 50,
-   "id": "72f128d9",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# print(res.logs().decode())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 62,
-   "id": "a918bd10",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# env_vars[\"BACKEND_CORS_ORIGINS\"].replace(\"\\'\", \"'\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 56,
-   "id": "197c1277",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['http://localhost',\n",
-       " 'http://localhost:4200',\n",
-       " 'http://localhost:3000',\n",
-       " 'http://localhost:8080',\n",
-       " 'https://localhost',\n",
-       " 'https://localhost:4200',\n",
-       " 'https://localhost:3000',\n",
-       " 'https://localhost:8080',\n",
-       " 'http://dev.grid.openmined.org',\n",
-       " 'https://stag.grid.openmined.org',\n",
-       " 'https://grid.openmined.org']"
-      ]
-     },
-     "execution_count": 56,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "[\"http://localhost\",\"http://localhost:4200\",\"http://localhost:3000\",\"http://localhost:8080\",\"https://localhost\",\"https://localhost:4200\",\"https://localhost:3000\",\"https://localhost:8080\",\"http://dev.grid.openmined.org\",\"https://stag.grid.openmined.org\",\"https://grid.openmined.org\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 57,
-   "id": "ec5208ac",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# for k, v in env_vars.items():\n",
-    "#     print(f\"{k}={v}\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e40cd44b",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2a4d5566",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "af7db453",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "164513fd",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "2adb65af",
-   "metadata": {},
-   "source": [
-    "\n",
-    "        \"Mounts\": [\n",
-    "            {\n",
-    "                \"Type\": \"bind\",\n",
-    "                \"Source\": \"/Users/koen/workspace/pysyft/packages/grid/data/package-cache\",\n",
-    "                \"Destination\": \"/root/.cache\",\n",
-    "                \"Mode\": \"rw\",\n",
-    "                \"RW\": true,\n",
-    "                \"Propagation\": \"rprivate\"\n",
-    "            },\n",
-    "            {\n",
-    "                \"Type\": \"bind\",\n",
-    "                \"Source\": \"/Users/koen/workspace/pysyft/packages/grid/backend/grid\",\n",
-    "                \"Destination\": \"/app/grid\",\n",
-    "                \"Mode\": \"rw\",\n",
-    "                \"RW\": true,\n",
-    "                \"Propagation\": \"rprivate\"\n",
-    "            },\n",
-    "            {\n",
-    "                \"Type\": \"bind\",\n",
-    "                \"Source\": \"/Users/koen/workspace/pysyft/packages/syft\",\n",
-    "                \"Destination\": \"/app/syft\",\n",
-    "                \"Mode\": \"rw\",\n",
-    "                \"RW\": true,\n",
-    "                \"Propagation\": \"rprivate\"\n",
-    "            },\n",
-    "            {\n",
-    "                \"Type\": \"volume\",\n",
-    "                \"Name\": \"grid_credentials-data-worker\",\n",
-    "                \"Source\": \"/var/lib/docker/volumes/grid_credentials-data-worker/_data\",\n",
-    "                \"Destination\": \"/storage\",\n",
-    "                \"Driver\": \"local\",\n",
-    "                \"Mode\": \"z\",\n",
-    "                \"RW\": true,\n",
-    "                \"Propagation\": \"\"\n",
-    "            }\n",
-    "        ],\n",
-    "        \"Config\": {\n",
-    "            \"Hostname\": \"high-side\",\n",
-    "            \"Domainname\": \"\",\n",
-    "            \"User\": \"\",\n",
-    "            \"AttachStdin\": false,\n",
-    "            \"AttachStdout\": true,\n",
-    "            \"AttachStderr\": true,\n",
-    "            \"Tty\": true,\n",
-    "            \"OpenStdin\": true,\n",
-    "            \"StdinOnce\": false,\n",
-    "            \"Env\": [\n",
-    "                \"TRAEFIK_TLS_CERTS=./traefik/certs\",\n",
-    "                \"S3_ROOT_PWD=admin\",\n",
-    "                \"REDIS_STORE_DB_ID=0\",\n",
-    "                \"ASSOCIATION_TIMEOUT=10\",\n",
-    "                \"REDIS_HOST=redis\",\n",
-    "                \"DOCKER_IMAGE_WORKER=openmined/grid-enclave\",\n",
-    "                \"QUEUE_PORT=5556\",\n",
-    "                \"FRONTEND_TARGET=grid-ui-production\",\n",
-    "                \"DOCKER_IMAGE_HEADSCALE=openmined/grid-vpn-headscale\",\n",
-    "                \"DOCKER_IMAGE_TRAEFIK=traefik\",\n",
-    "                \"TRAEFIK_TAG=2b0a5be942b68dde2b00b8bca4514e4dde7f312d0d5cd397a9733bb1520f5b47\",\n",
-    "                \"SMTP_TLS=True\",\n",
-    "                \"S3_ENDPOINT=seaweedfs\",\n",
-    "                \"HTTPS_PORT=445\",\n",
-    "                \"OBLV_KEY_PATH=~/.oblv\",\n",
-    "                \"ENABLE_WARNINGS=True\",\n",
-    "                \"USE_BLOB_STORAGE=True\",\n",
-    "                \"TRAEFIK_TLS_CONF=./traefik/dynamic-configurations\",\n",
-    "                \"ENABLE_OBLV=false\",\n",
-    "                \"JAEGER_HOST=localhost\",\n",
-    "                \"DOCKER_BUILDKIT=1\",\n",
-    "                \"S3_PRESIGNED_TIMEOUT_SECS=1800\",\n",
-    "                \"RELEASE=production\",\n",
-    "                \"STACK_NAME=grid-openmined-org\",\n",
-    "                \"USERS_OPEN_REGISTRATION=False\",\n",
-    "                \"EMAILS_FROM_EMAIL=info@openmined.org\",\n",
-    "                \"PROJECT_NAME=grid\",\n",
-    "                \"SERVER_HOST=https://localhost\",\n",
-    "                \"HTTP_PORT=87\",\n",
-    "                \"ENABLE_SIGNUP=False\",\n",
-    "                \"TRAEFIK_PUBLIC_NETWORK_IS_EXTERNAL=False\",\n",
-    "                \"VERSION=0.8.2-beta.6\",\n",
-    "                \"TRAEFIK_VERSION=v2.8.1\",\n",
-    "                \"S3_ROOT_USER=admin\",\n",
-    "                \"VERSION_HASH=dockerhub\",\n",
-    "                \"MONGO_HOST=mongo\",\n",
-    "                \"DOCKER_IMAGE_BACKEND=openmined/grid-backend\",\n",
-    "                \"IGNORE_TLS_ERRORS=False\",\n",
-    "                \"HEADSCALE_PORT=8080\",\n",
-    "                \"CONTAINER_HOST=docker\",\n",
-    "                \"SMTP_USER=\",\n",
-    "                \"VITE_PUBLIC_API_BASE_URL=/api/v2\",\n",
-    "                \"DEV_MODE=True\",\n",
-    "                \"CREATE_PRODUCER=false\",\n",
-    "                \"SECRET_KEY=changethis\",\n",
-    "                \"STACK_API_KEY=zXuYOLdamjg70sB5IoVQCM5gdxGK9R79Otu9L9ZnaDZCqyeV\",\n",
-    "                \"TRACE=False\",\n",
-    "                \"SERVICE_NAME=backend\",\n",
-    "                \"MONGO_IMAGE=mongo\",\n",
-    "                \"USE_NEW_SERVICE=False\",\n",
-    "                \"JAX_ENABLE_X64=True\",\n",
-    "                \"REDIS_PORT=6379\",\n",
-    "                \"MONGO_VERSION=7.0.0\",\n",
-    "                \"TRAEFIK_PUBLIC_NETWORK=traefik-public\",\n",
-    "                \"DEFAULT_ROOT_PASSWORD=changethis\",\n",
-    "                \"NETWORK_NAME=omnet\",\n",
-    "                \"SEAWEEDFS_VERSION=3.55\",\n",
-    "                \"COMPOSE_DOCKER_CLI_BUILD=1\",\n",
-    "                \"TRAEFIK_PUBLIC_TAG=traefik-public\",\n",
-    "                \"SMTP_PASSWORD=\",\n",
-    "                \"RABBITMQ_VERSION=3\",\n",
-    "                \"REDIS_VERSION=6.2\",\n",
-    "                \"NETWORK_CHECK_INTERVAL=60\",\n",
-    "                \"DOMAIN_CHECK_INTERVAL=60\",\n",
-    "                \"DOCKER_IMAGE_SEAWEEDFS=chrislusf/seaweedfs\",\n",
-    "                \"DEFAULT_ROOT_EMAIL=info2@openmined.org\",\n",
-    "                \"NODE_SIDE_TYPE=high\",\n",
-    "                \"S3_VOLUME_SIZE_MB=1024\",\n",
-    "                \"DOCKER_IMAGE_TAILSCALE=openmined/grid-vpn-tailscale\",\n",
-    "                \"S3_PORT=8333\",\n",
-    "                \"NODE_TYPE=domain\",\n",
-    "                \"DOCKER_IMAGE_FRONTEND=openmined/grid-frontend\",\n",
-    "                \"SMTP_HOST=\",\n",
-    "                \"SMTP_PORT=587\",\n",
-    "                \"MONGO_USERNAME=root\",\n",
-    "                \"SYFT_TUTORIAL_MODE=False\",\n",
-    "                \"RELATIVE_PATH=\",\n",
-    "                \"JAEGER_PORT=14268\",\n",
-    "                \"BACKEND_STORAGE_PATH=credentials-data\",\n",
-    "                \"DOMAIN_CONNECTION_PORT=3030\",\n",
-    "                \"REDIS_LEDGER_DB_ID=1\",\n",
-    "                \"N_CONSUMERS=1\",\n",
-    "                \"BACKEND_CORS_ORIGINS=[\\\"http://localhost\\\",\\\"http://localhost:4200\\\",\\\"http://localhost:3000\\\",\\\"http://localhost:8080\\\",\\\"https://localhost\\\",\\\"https://localhost:4200\\\",\\\"https://localhost:3000\\\",\\\"https://localhost:8080\\\",\\\"http://dev.grid.openmined.org\\\",\\\"https://stag.grid.openmined.org\\\",\\\"https://grid.openmined.org\\\"]\",\n",
-    "                \"DEFAULT_ROOT_USERNAME=worker1\",\n",
-    "                \"NODE_NAME=high-side\",\n",
-    "                \"S3_REGION=us-east-1\",\n",
-    "                \"MONGO_PASSWORD=example\",\n",
-    "                \"PORT=8002\",\n",
-    "                \"DOCKER_IMAGE_VPN_IPTABLES=openmined/grid-vpn-iptables\",\n",
-    "                \"DOMAIN=localhost\",\n",
-    "                \"MONGO_PORT=27017\",\n",
-    "                \"DOCKER_IMAGE_SVELTE=openmined/grid-svelte\",\n",
-    "                \"PATH=/root/.local/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin\",\n",
-    "                \"LANG=C.UTF-8\",\n",
-    "                \"GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D\",\n",
-    "                \"PYTHON_VERSION=3.11.4\",\n",
-    "                \"PYTHON_PIP_VERSION=23.1.2\",\n",
-    "                \"PYTHON_SETUPTOOLS_VERSION=65.5.1\",\n",
-    "                \"PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/0d8570dc44796f4369b652222cf176b3db6ac70e/public/get-pip.py\",\n",
-    "                \"PYTHON_GET_PIP_SHA256=96461deced5c2a487ddc65207ec5a9cffeca0d34e7af7ea1afc470ff0d746207\",\n",
-    "                \"PYTHONPATH=/app\"\n",
-    "            ],\n",
-    "            \"Cmd\": [\n",
-    "                \"/app/grid/start.sh\"\n",
-    "            ],\n",
-    "            \"Image\": \"openmined/grid-backend:0.8.2-beta.6\",\n",
-    "            \"Volumes\": null,\n",
-    "            \"WorkingDir\": \"/app\",\n",
-    "            \"Entrypoint\": null,\n",
-    "            \"OnBuild\": null,\n",
-    "            \"Labels\": {\n",
-    "                \"com.docker.compose.config-hash\": \"c14a5d85da73c7c973ad7274199b22309e5a5e2d4ac1e6ac18e52b10457af660\",\n",
-    "                \"com.docker.compose.container-number\": \"1\",\n",
-    "                \"com.docker.compose.depends_on\": \"proxy:service_started:false,backend:service_started:false\",\n",
-    "                \"com.docker.compose.image\": \"sha256:95c41545ecfa8667a2353d825420be76da65eb85c0dc1e85da65d1b1961a019c\",\n",
-    "                \"com.docker.compose.oneoff\": \"False\",\n",
-    "                \"com.docker.compose.project\": \"grid\",\n",
-    "                \"com.docker.compose.project.config_files\": \"/Users/koen/workspace/pysyft/packages/grid/docker-compose.multinode.yml,/Users/koen/workspace/pysyft/packages/grid/docker-compose.dev.yml\",\n",
-    "                \"com.docker.compose.project.working_dir\": \"/Users/koen/workspace/pysyft/packages/grid\",\n",
-    "                \"com.docker.compose.service\": \"backendworker\",\n",
-    "                \"com.docker.compose.version\": \"2.19.1\",\n",
-    "                \"orgs.openmined.syft\": \"this is a syft backend container\"\n",
-    "            }\n",
-    "        },\n",
-    "        \"NetworkSettings\": {\n",
-    "            \"Bridge\": \"\",\n",
-    "            \"SandboxID\": \"\",\n",
-    "            \"HairpinMode\": false,\n",
-    "            \"LinkLocalIPv6Address\": \"\",\n",
-    "            \"LinkLocalIPv6PrefixLen\": 0,\n",
-    "            \"Ports\": {},\n",
-    "            \"SandboxKey\": \"\",\n",
-    "            \"SecondaryIPAddresses\": null,\n",
-    "            \"SecondaryIPv6Addresses\": null,\n",
-    "            \"EndpointID\": \"\",\n",
-    "            \"Gateway\": \"\",\n",
-    "            \"GlobalIPv6Address\": \"\",\n",
-    "            \"GlobalIPv6PrefixLen\": 0,\n",
-    "            \"IPAddress\": \"\",\n",
-    "            \"IPPrefixLen\": 0,\n",
-    "            \"IPv6Gateway\": \"\",\n",
-    "            \"MacAddress\": \"\",\n",
-    "            \"Networks\": {}\n",
-    "        }\n",
-    "    }\n",
-    "]"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/notebooks/helm/test_composing_jobs.ipynb b/notebooks/helm/test_composing_jobs.ipynb
deleted file mode 100644
index 54f2ce73632..00000000000
--- a/notebooks/helm/test_composing_jobs.ipynb
+++ /dev/null
@@ -1,327 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft\n"
-     ]
-    }
-   ],
-   "source": [
-    "import syft as sy\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Staging Protocol Changes...\n",
-      "Data Migrated to latest version !!!\n",
-      "Logged into <test-jobs: High side Domain> as <info@openmined.org>\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-warning\" style=\"padding:5px;\"><strong>SyftWarning</strong>: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftWarning: You are using a default password. Please change the password using `[your_client].me.set_password([new_password])`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "node = sy.orchestra.launch(name=\"test-jobs\", dev_mode=True, reset=True, create_producer=True, queue_port=5556, n_consumers=3)\n",
-    "client = node.login(email=\"info@openmined.org\", password=\"changethis\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = sy.ActionObject.from_obj([1,2,3])\n",
-    "x_ptr = x.send(client)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_batch' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function()\n",
-    "def process_batch(batch):\n",
-    "    # takes 30 hours normally\n",
-    "    print(f\"starting batch {batch}\")\n",
-    "    from time import sleep\n",
-    "    import random\n",
-    "    sleep(random.random()*5)\n",
-    "    print(\"done\")\n",
-    "    return batch + 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.submit(process_batch)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'aggregate_job' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'aggregate_job' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function()\n",
-    "def aggregate_job(job_results):\n",
-    "    print([(res, type(res))for res in job_results])\n",
-    "    results = [res for res in job_results]\n",
-    "    return sum(results)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: User Code Submitted</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: User Code Submitted"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.submit(aggregate_job)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Syft function 'process_all' successfully created. To add a code request, please create a project using `project = syft.Project(...)`, then use command `project.create_code_request`."
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@sy.syft_function_single_use(x=x_ptr)\n",
-    "def process_all(domain, x):\n",
-    "    job_results = []\n",
-    "    print(\"Launching jobs\")\n",
-    "    for elem in x:\n",
-    "        # We inject a domain object in the scope\n",
-    "        batch_job = domain.launch_job(process_batch, batch=elem)\n",
-    "        job_results.append(batch_job.result)\n",
-    "    print(\"starting aggregation\")\n",
-    "    print(\"Done\")\n",
-    "    reduce_job = domain.launch_job(aggregate_job, job_results=job_results)\n",
-    "    return reduce_job.result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Request approved for domain test-jobs\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Request ee21e794e1e64d56b5f881108a47436a changes applied</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Request ee21e794e1e64d56b5f881108a47436a changes applied"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.code.request_code_execution(process_all)\n",
-    "client.requests[-1].approve()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "24/11/23 12:34:14 FUNCTION LOG (2574b19651f14d0993194fcee98761e5): Launching jobs\n",
-      "24/11/23 12:34:15 FUNCTION LOG (2574b19651f14d0993194fcee98761e5): starting aggregation\n",
-      "24/11/23 12:34:15 FUNCTION LOG (2574b19651f14d0993194fcee98761e5): Done\n",
-      "24/11/23 12:34:16 FUNCTION LOG (46b45ee456b944dea6f7cb79d270ee41): starting batch 1\n",
-      "24/11/23 12:34:16 FUNCTION LOG (b0d88895c5a74a9aaed6a1b77bc88985): starting batch 2\n",
-      "24/11/23 12:34:17 FUNCTION LOG (8c73ffcb58644a538a085cbc7800c92e): starting batch 3\n",
-      "24/11/23 12:34:18 FUNCTION LOG (46b45ee456b944dea6f7cb79d270ee41): done\n",
-      "24/11/23 12:34:18 FUNCTION LOG (b0d88895c5a74a9aaed6a1b77bc88985): done\n",
-      "24/11/23 12:34:22 FUNCTION LOG (8c73ffcb58644a538a085cbc7800c92e): done\n",
-      "24/11/23 12:34:23 FUNCTION LOG (4a3edb89a7ec41628cea08f62d0fff99): [(2, <class 'int'>), (3, <class 'int'>), (4, <class 'int'>)]\n"
-     ]
-    }
-   ],
-   "source": [
-    "from time import sleep\n",
-    "job = client.code.process_all(x=x_ptr, blocking=False)\n",
-    "sleep(10)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result = job.resolve.get().get()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "result == 9"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}