From 7482b51d926619c8195218fc3f88aa636e178aaa Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Sat, 13 Jul 2024 07:17:46 +0800
Subject: [PATCH 1/6] pull ollama models if not exist automatically

---
 wren-ai-service/poetry.lock                   | 366 +++++++++---------
 wren-ai-service/pyproject.toml                |   1 +
 wren-ai-service/src/__main__.py               |   3 +-
 .../src/providers/embedder/ollama.py          |   4 +-
 wren-ai-service/src/providers/engine/wren.py  |   5 +-
 wren-ai-service/src/providers/llm/ollama.py   |   4 +-
 wren-ai-service/src/providers/loader.py       |  17 +
 7 files changed, 220 insertions(+), 180 deletions(-)

diff --git a/wren-ai-service/poetry.lock b/wren-ai-service/poetry.lock
index 4f944f477..7d458e18a 100644
--- a/wren-ai-service/poetry.lock
+++ b/wren-ai-service/poetry.lock
@@ -578,63 +578,63 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "coverage"
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+version = "7.6.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1670,13 +1670,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1687,7 +1687,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -1705,18 +1705,18 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain"
-version = "0.2.6"
+version = "0.2.7"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain-0.2.7.tar.gz", hash = "sha256:8742f363d2890854501e0075af04fcb470600f201dec251c9bd5841e1990e73d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
-langchain-core = ">=0.2.10,<0.3.0"
+langchain-core = ">=0.2.12,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""}
@@ -1728,20 +1728,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.6"
+version = "0.2.7"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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-langchain = ">=0.2.6,<0.3.0"
-langchain-core = ">=0.2.10,<0.3.0"
+langchain = ">=0.2.7,<0.3.0"
+langchain-core = ">=0.2.12,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""}
 PyYAML = ">=5.3"
@@ -1751,13 +1751,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.11"
+version = "0.2.17"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -1827,13 +1827,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.84"
+version = "0.1.85"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -2314,6 +2314,20 @@ files = [
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 ]
 
+[[package]]
+name = "ollama"
+version = "0.2.1"
+description = "The official Python client for Ollama."
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
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+]
+
+[package.dependencies]
+httpx = ">=0.27.0,<0.28.0"
+
 [[package]]
 name = "ollama-haystack"
 version = "0.0.6"
@@ -3315,13 +3329,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qdrant-client"
-version = "1.10.0"
+version = "1.10.1"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3539,110 +3553,110 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.18.1"
+version = "0.19.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "rpds_py-0.19.0.tar.gz", hash = "sha256:4fdc9afadbeb393b4bbbad75481e0ea78e4469f2e1d713a90811700830b553a9"},
 ]
 
 [[package]]
@@ -4784,4 +4798,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.12.*, <4.0"
-content-hash = "ab2603374269e8b84103ee20b426af83db53b69b4322e69283c5ed37336a6bcf"
+content-hash = "50c5b8d48765bf7d1451beb202d3d3d8118246ddc0705a8cffa484581971331e"
diff --git a/wren-ai-service/pyproject.toml b/wren-ai-service/pyproject.toml
index d2bf4239f..16dfe4820 100644
--- a/wren-ai-service/pyproject.toml
+++ b/wren-ai-service/pyproject.toml
@@ -24,6 +24,7 @@ sf-hamilton = {version = "==1.63.0", extras = ["visualization"]}
 aiohttp = "==3.9.5"
 ollama-haystack = "==0.0.6"
 langfuse = "==2.35.0"
+ollama = "==0.2.1"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "==8.2.0"
diff --git a/wren-ai-service/src/__main__.py b/wren-ai-service/src/__main__.py
index 9d278b3be..5c06fbd98 100644
--- a/wren-ai-service/src/__main__.py
+++ b/wren-ai-service/src/__main__.py
@@ -90,7 +90,8 @@ def health():
         host=server_host,
         port=server_port,
         reload=should_reload,
-        reload_dirs=["src"] if should_reload else None,
+        reload_dirs=["src"],
+        reload_includes=[".env.dev"],
         workers=1,
         loop="uvloop",
         http="httptools",
diff --git a/wren-ai-service/src/providers/embedder/ollama.py b/wren-ai-service/src/providers/embedder/ollama.py
index de9f19e5d..afaa64fe9 100644
--- a/wren-ai-service/src/providers/embedder/ollama.py
+++ b/wren-ai-service/src/providers/embedder/ollama.py
@@ -12,7 +12,7 @@
 from tqdm import tqdm
 
 from src.core.provider import EmbedderProvider
-from src.providers.loader import provider
+from src.providers.loader import provider, pull_ollama_model
 from src.utils import remove_trailing_slash
 
 logger = logging.getLogger("wren-ai-service")
@@ -167,6 +167,8 @@ def __init__(
         self._url = remove_trailing_slash(url)
         self._embedding_model = embedding_model
 
+        pull_ollama_model(self._embedding_model)
+
         logger.info(f"Using Ollama Embedding Model: {self._embedding_model}")
         logger.info(f"Using Ollama URL: {self._url}")
 
diff --git a/wren-ai-service/src/providers/engine/wren.py b/wren-ai-service/src/providers/engine/wren.py
index 07b711e76..83a84d5c0 100644
--- a/wren-ai-service/src/providers/engine/wren.py
+++ b/wren-ai-service/src/providers/engine/wren.py
@@ -1,3 +1,4 @@
+import base64
 import logging
 import os
 from typing import Any, Dict, Optional, Tuple
@@ -54,7 +55,9 @@ async def dry_run_sql(
             "source": os.getenv("WREN_IBIS_SOURCE"),
             "manifest": os.getenv("WREN_IBIS_MANIFEST"),
             "connection_info": orjson.loads(
-                os.getenv("WREN_IBIS_CONNECTION_INFO", "{}")
+                base64.b64decode(os.getenv("WREN_IBIS_CONNECTION_INFO"))
+                if os.getenv("WREN_IBIS_CONNECTION_INFO")
+                else {},
             ),
         },
     ) -> Tuple[bool, Optional[Dict[str, Any]]]:
diff --git a/wren-ai-service/src/providers/llm/ollama.py b/wren-ai-service/src/providers/llm/ollama.py
index 28b8b01f8..a228ede48 100644
--- a/wren-ai-service/src/providers/llm/ollama.py
+++ b/wren-ai-service/src/providers/llm/ollama.py
@@ -9,7 +9,7 @@
 from haystack_integrations.components.generators.ollama import OllamaGenerator
 
 from src.core.provider import LLMProvider
-from src.providers.loader import provider
+from src.providers.loader import provider, pull_ollama_model
 from src.utils import remove_trailing_slash
 
 logger = logging.getLogger("wren-ai-service")
@@ -130,6 +130,8 @@ def __init__(
         self._url = remove_trailing_slash(url)
         self._generation_model = generation_model
 
+        pull_ollama_model(self._generation_model)
+
         logger.info(f"Using Ollama LLM: {self._generation_model}")
         logger.info(f"Using Ollama URL: {self._url}")
 
diff --git a/wren-ai-service/src/providers/loader.py b/wren-ai-service/src/providers/loader.py
index c01b5a8a4..ef0436c71 100644
--- a/wren-ai-service/src/providers/loader.py
+++ b/wren-ai-service/src/providers/loader.py
@@ -2,6 +2,8 @@
 import logging
 import pkgutil
 
+import ollama
+
 logger = logging.getLogger("wren-ai-service")
 
 
@@ -98,3 +100,18 @@ def get_default_embedding_model_dim(embedder_provider: str):
     return importlib.import_module(
         f"src.providers.embedder.{file_name}"
     ).EMBEDDING_MODEL_DIMENSION
+
+
+def pull_ollama_model(model_name: str):
+    models = ollama.list()["models"]
+    if model_name not in models:
+        logger.info(f"Pulling Ollama model {model_name}")
+        percentage = 0
+        for progress in ollama.pull(model_name, stream=True):
+            if "completed" in progress and "total" in progress:
+                new_percentage = int(progress["completed"] / progress["total"] * 100)
+                if new_percentage > percentage:
+                    percentage = new_percentage
+                    logger.info(f"Pulling Ollama model {model_name}: {percentage}%")
+    else:
+        logger.info(f"Ollama model {model_name} already exists")

From beeb4a2140ba28ffc049b66ff18424c6075cf157 Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Sat, 13 Jul 2024 07:25:26 +0800
Subject: [PATCH 2/6] add ollama_url to pull_ollama_model

---
 wren-ai-service/src/providers/embedder/ollama.py | 2 +-
 wren-ai-service/src/providers/llm/ollama.py      | 2 +-
 wren-ai-service/src/providers/loader.py          | 9 +++++----
 3 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/wren-ai-service/src/providers/embedder/ollama.py b/wren-ai-service/src/providers/embedder/ollama.py
index afaa64fe9..f51e9104e 100644
--- a/wren-ai-service/src/providers/embedder/ollama.py
+++ b/wren-ai-service/src/providers/embedder/ollama.py
@@ -167,7 +167,7 @@ def __init__(
         self._url = remove_trailing_slash(url)
         self._embedding_model = embedding_model
 
-        pull_ollama_model(self._embedding_model)
+        pull_ollama_model(self._url, self._embedding_model)
 
         logger.info(f"Using Ollama Embedding Model: {self._embedding_model}")
         logger.info(f"Using Ollama URL: {self._url}")
diff --git a/wren-ai-service/src/providers/llm/ollama.py b/wren-ai-service/src/providers/llm/ollama.py
index a228ede48..1d09f832a 100644
--- a/wren-ai-service/src/providers/llm/ollama.py
+++ b/wren-ai-service/src/providers/llm/ollama.py
@@ -130,7 +130,7 @@ def __init__(
         self._url = remove_trailing_slash(url)
         self._generation_model = generation_model
 
-        pull_ollama_model(self._generation_model)
+        pull_ollama_model(self._url, self._generation_model)
 
         logger.info(f"Using Ollama LLM: {self._generation_model}")
         logger.info(f"Using Ollama URL: {self._url}")
diff --git a/wren-ai-service/src/providers/loader.py b/wren-ai-service/src/providers/loader.py
index ef0436c71..0dd55331c 100644
--- a/wren-ai-service/src/providers/loader.py
+++ b/wren-ai-service/src/providers/loader.py
@@ -2,7 +2,7 @@
 import logging
 import pkgutil
 
-import ollama
+from ollama import Client
 
 logger = logging.getLogger("wren-ai-service")
 
@@ -102,12 +102,13 @@ def get_default_embedding_model_dim(embedder_provider: str):
     ).EMBEDDING_MODEL_DIMENSION
 
 
-def pull_ollama_model(model_name: str):
-    models = ollama.list()["models"]
+def pull_ollama_model(url: str, model_name: str):
+    client = Client(host=url)
+    models = client.list()["models"]
     if model_name not in models:
         logger.info(f"Pulling Ollama model {model_name}")
         percentage = 0
-        for progress in ollama.pull(model_name, stream=True):
+        for progress in client.pull(model_name, stream=True):
             if "completed" in progress and "total" in progress:
                 new_percentage = int(progress["completed"] / progress["total"] * 100)
                 if new_percentage > percentage:

From d2c8afdd26b0ade6c9e8ea150e7dc499cff997b6 Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Sat, 13 Jul 2024 07:28:58 +0800
Subject: [PATCH 3/6] fix bug

---
 wren-ai-service/src/providers/engine/wren.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/wren-ai-service/src/providers/engine/wren.py b/wren-ai-service/src/providers/engine/wren.py
index 83a84d5c0..d186abb6e 100644
--- a/wren-ai-service/src/providers/engine/wren.py
+++ b/wren-ai-service/src/providers/engine/wren.py
@@ -56,9 +56,9 @@ async def dry_run_sql(
             "manifest": os.getenv("WREN_IBIS_MANIFEST"),
             "connection_info": orjson.loads(
                 base64.b64decode(os.getenv("WREN_IBIS_CONNECTION_INFO"))
-                if os.getenv("WREN_IBIS_CONNECTION_INFO")
-                else {},
-            ),
+            )
+            if os.getenv("WREN_IBIS_CONNECTION_INFO")
+            else {},
         },
     ) -> Tuple[bool, Optional[Dict[str, Any]]]:
         async with session.post(

From 9e29544d320a716ebeef05bfe89b24aeab3fd61e Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Sat, 13 Jul 2024 10:37:51 +0800
Subject: [PATCH 4/6] update message for Custom llm provider and timeout for ai
 service

---
 wren-launcher/commands/launch.go | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/wren-launcher/commands/launch.go b/wren-launcher/commands/launch.go
index cb14683e2..0afd2b7aa 100644
--- a/wren-launcher/commands/launch.go
+++ b/wren-launcher/commands/launch.go
@@ -210,10 +210,12 @@ func Launch() {
 		panic(err)
 	}
 
-	// wait for 10 seconds
 	pterm.Info.Println("Wren AI is starting, please wait for a moment...")
+	if llmProvider == "Custom" {
+		pterm.Info.Println("If you choose Ollama as LLM provider, please make sure you have started the Ollama service. Also, Wren AI will automatically pull your chosen models if you have not done so.")
+	}
 	url := fmt.Sprintf("http://localhost:%d", uiPort)
-	// wait until checking if CheckWrenAIStarted return without error
+	// wait until checking if CheckUIServiceStarted return without error
 	// if timeout 2 minutes, panic
 	timeoutTime := time.Now().Add(2 * time.Minute)
 	for {
@@ -230,6 +232,9 @@ func Launch() {
 		time.Sleep(5 * time.Second)
 	}
 
+	// wait until checking if CheckWrenAIStarted return without error
+	// if timeout 30 minutes, panic
+	timeoutTime = time.Now().Add(30 * time.Minute)
 	for {
 		if time.Now().After(timeoutTime) {
 			panic("Timeout")

From 723b6b6866d5ec6b8982ef8712408cfa6637a99b Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Mon, 15 Jul 2024 10:03:05 +0800
Subject: [PATCH 5/6] update message

---
 wren-launcher/commands/launch.go | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wren-launcher/commands/launch.go b/wren-launcher/commands/launch.go
index 0afd2b7aa..e0237c680 100644
--- a/wren-launcher/commands/launch.go
+++ b/wren-launcher/commands/launch.go
@@ -212,7 +212,7 @@ func Launch() {
 
 	pterm.Info.Println("Wren AI is starting, please wait for a moment...")
 	if llmProvider == "Custom" {
-		pterm.Info.Println("If you choose Ollama as LLM provider, please make sure you have started the Ollama service. Also, Wren AI will automatically pull your chosen models if you have not done so.")
+		pterm.Info.Println("If you choose Ollama as LLM provider, please make sure you have started the Ollama service first. Also, Wren AI will automatically pull your chosen models if you have not done so. You can check the progress by executing `docker logs -f wrenai-wren-ai-service-1` in the terminal.")
 	}
 	url := fmt.Sprintf("http://localhost:%d", uiPort)
 	// wait until checking if CheckUIServiceStarted return without error

From 36724ff527b5e2e41aeff884748af9ecd176b79c Mon Sep 17 00:00:00 2001
From: ChihYu Yeh <chihyu.jimmy.yeh@gmail.com>
Date: Mon, 15 Jul 2024 13:30:46 +0800
Subject: [PATCH 6/6] fix intro for WREN_IBIS_CONNECTION_INFO

---
 wren-ai-service/.env.dev.example | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wren-ai-service/.env.dev.example b/wren-ai-service/.env.dev.example
index 1a5dee9da..85e1ba72e 100644
--- a/wren-ai-service/.env.dev.example
+++ b/wren-ai-service/.env.dev.example
@@ -54,7 +54,7 @@ WREN_UI_ENDPOINT=http://localhost:3000
 WREN_IBIS_ENDPOINT=http://localhost:8000
 WREN_IBIS_SOURCE=bigquery
 WREN_IBIS_MANIFEST= # this is a base64 encoded string of the MDL
-WREN_IBIS_CONNECTION_INFO={"project_id": "", "dataset_id": "", "credentials":""}
+WREN_IBIS_CONNECTION_INFO= # this is a base64 encode string of the connection info
 
 # evaluation related
 DATASET_NAME=book_2