diff --git a/.github/actions/setup-python-light/action.yml b/.github/actions/setup-python-light/action.yml
index 3531c9043..588912355 100644
--- a/.github/actions/setup-python-light/action.yml
+++ b/.github/actions/setup-python-light/action.yml
@@ -21,9 +21,10 @@ runs:
- name: Install Poetry and dependencies on Windows
if: inputs.os == 'windows-latest'
- shell: cmd
+ shell: pwsh
run: |
- python -c "import urllib.request; print(urllib.request.urlopen('https://install.python-poetry.org').read().decode())" > install-poetry.py
- python install-poetry.py
- echo %USERPROFILE%\AppData\Roaming\Python\Scripts >> %GITHUB_PATH%
- cd py && poetry install -E core -E ingestion-bundle
+ (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
+ $env:PATH += ";$env:APPDATA\Python\Scripts"
+ poetry --version
+ cd py
+ poetry install -E core -E ingestion-bundle
diff --git a/.github/workflows/r2r-full-py-integration-tests.yml b/.github/workflows/r2r-full-py-integration-tests.yml
index 1e2aa6679..834548029 100644
--- a/.github/workflows/r2r-full-py-integration-tests.yml
+++ b/.github/workflows/r2r-full-py-integration-tests.yml
@@ -59,10 +59,6 @@ jobs:
if: matrix.test_category == 'cli-retrieval'
uses: ./.github/actions/run-cli-retrieval-tests
- - name: Run CLI GraphRAG Tests
- if: matrix.test_category == 'cli-graphrag'
- uses: ./.github/actions/run-cli-graphrag-tests
-
- name: Run SDK Ingestion Tests
if: matrix.test_category == 'sdk-ingestion'
uses: ./.github/actions/run-sdk-ingestion-tests
@@ -78,7 +74,3 @@ jobs:
- name: Run SDK Collections Tests
if: matrix.test_category == 'sdk-collections'
uses: ./.github/actions/run-sdk-collections-tests
-
- - name: Run SDK GraphRAG Tests
- if: matrix.test_category == 'sdk-graphrag'
- uses: ./.github/actions/run-sdk-graphrag-tests
diff --git a/.github/workflows/r2r-light-py-integration-tests.yml b/.github/workflows/r2r-light-py-integration-tests.yml
index dd094b933..6a334ed45 100644
--- a/.github/workflows/r2r-light-py-integration-tests.yml
+++ b/.github/workflows/r2r-light-py-integration-tests.yml
@@ -62,10 +62,6 @@ jobs:
if: matrix.test_category == 'cli-retrieval'
uses: ./.github/actions/run-cli-retrieval-tests
- - name: Run CLI GraphRAG Tests
- if: matrix.test_category == 'cli-graphrag'
- uses: ./.github/actions/run-cli-graphrag-tests
-
- name: Run SDK Ingestion Tests
if: matrix.test_category == 'sdk-ingestion'
uses: ./.github/actions/run-sdk-ingestion-tests
@@ -81,7 +77,3 @@ jobs:
- name: Run SDK Collections Tests
if: matrix.test_category == 'sdk-collections'
uses: ./.github/actions/run-sdk-collections-tests
-
- - name: Run SDK GraphRAG Tests
- if: matrix.test_category == 'sdk-graphrag'
- uses: ./.github/actions/run-sdk-graphrag-tests
diff --git a/docs/api-reference/endpoint/delete_vector_indices.mdx b/docs/api-reference/endpoint/delete_vector_indices.mdx
new file mode 100644
index 000000000..cc803de0b
--- /dev/null
+++ b/docs/api-reference/endpoint/delete_vector_indices.mdx
@@ -0,0 +1,4 @@
+---
+title: List Vector Indices
+openapi: 'GET /v2/list_vector_indices'
+---
diff --git a/docs/api-reference/endpoint/list_vector_index.mdx b/docs/api-reference/endpoint/list_vector_index.mdx
new file mode 100644
index 000000000..f28b5eec1
--- /dev/null
+++ b/docs/api-reference/endpoint/list_vector_index.mdx
@@ -0,0 +1,4 @@
+---
+title: Delete Vector Index
+openapi: 'DELETE /v2/delete_vector_index'
+---
diff --git a/docs/documentation/js-sdk/ingestion.mdx b/docs/documentation/js-sdk/ingestion.mdx
index cef4d96d3..1131e334e 100644
--- a/docs/documentation/js-sdk/ingestion.mdx
+++ b/docs/documentation/js-sdk/ingestion.mdx
@@ -201,6 +201,11 @@ const ingestResponse = await client.ingestFiles(files, {
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
+
+
### Ingest Chunks
Ingest pre-parsed text chunks into your R2R system:
@@ -248,6 +253,10 @@ const ingestResponse = await client.ingestChunks(chunks, undefined, {
An optional metadata object for the document.
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
+
### Update Files
@@ -315,6 +324,11 @@ const updateResponse = await client.updateFiles(files, {
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
+
+
### Documents Overview
Retrieve high-level document information, restricted to user files, except when called by a superuser where it will then return results from over all users:
diff --git a/docs/documentation/python-sdk/ingestion.mdx b/docs/documentation/python-sdk/ingestion.mdx
index 92aaa45a7..56504846f 100644
--- a/docs/documentation/python-sdk/ingestion.mdx
+++ b/docs/documentation/python-sdk/ingestion.mdx
@@ -216,6 +216,12 @@ Refer to the [ingestion configuration](/documentation/configuration/ingestion/pa
Whether to keep XML tags in the output.
+
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
+
+
### Ingest Chunks
@@ -262,6 +268,9 @@ ingest_response = client.ingest_chunks(
An optional metadata dictionary for the document.
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
### Update Files
@@ -436,6 +445,10 @@ The ingestion configuration can be customized analogously to the ingest files en
Whether to keep XML tags in the output.
+
+
+ Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result.
+
diff --git a/docs/mint.json b/docs/mint.json
index 5e25fc9a8..35b1cfa4f 100644
--- a/docs/mint.json
+++ b/docs/mint.json
@@ -312,7 +312,9 @@
"api-reference/endpoint/ingest_files",
"api-reference/endpoint/ingest_chunks",
"api-reference/endpoint/update_files",
- "api-reference/endpoint/create_vector_index"
+ "api-reference/endpoint/create_vector_index",
+ "api-reference/endpoint/delete_vector_index",
+ "api-reference/endpoint/list_vector_index"
]
},
{
diff --git a/js/sdk/pnpm-lock.yaml b/js/sdk/pnpm-lock.yaml
index 3ba88a528..f5627829b 100644
--- a/js/sdk/pnpm-lock.yaml
+++ b/js/sdk/pnpm-lock.yaml
@@ -1,2402 +1,95 @@
-lockfileVersion: "9.0"
+lockfileVersion: '6.0'
settings:
autoInstallPeers: true
excludeLinksFromLockfile: false
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- posthog-js:
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- uuid:
- specifier: ^10.0.0
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- prettier:
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- version: 10.9.2(@types/node@20.16.12)(typescript@5.6.3)
- typescript:
- specifier: ^5.6.3
- version: 5.6.3
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+ specifier: ^29.7.0
+ version: 29.7.0
+ '@rrweb/types':
+ specifier: 2.0.0-alpha.17
+ version: 2.0.0-alpha.17
+ axios:
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+ posthog-js:
+ specifier: ^1.174.2
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+ uuid:
+ specifier: ^10.0.0
+ version: 10.0.0
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+ version: 20.16.14
+ '@types/uuid':
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+ version: 10.0.0
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+ version: 29.7.0(@types/node@20.16.14)(ts-node@10.9.2)
+ prettier:
+ specifier: ^3.3.3
+ version: 3.3.3
+ ts-jest:
+ specifier: ^29.2.5
+ version: 29.2.5(@babel/core@7.25.9)(jest@29.7.0)(typescript@5.6.3)
+ ts-node:
+ specifier: ^10.9.2
+ version: 10.9.2(@types/node@20.16.14)(typescript@5.6.3)
+ typescript:
+ specifier: ^5.6.3
+ version: 5.6.3
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dependencies:
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escape-string-regexp: 1.0.5
supports-color: 5.5.0
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dependencies:
ansi-styles: 4.3.0
supports-color: 7.2.0
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- cliui@8.0.1:
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dependencies:
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strip-ansi: 6.0.1
wrap-ansi: 7.0.0
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- co@4.6.0: {}
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+ dev: true
- collect-v8-coverage@1.0.2: {}
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- color-convert@1.9.3:
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dependencies:
color-name: 1.1.3
- color-convert@2.0.1:
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+ engines: {node: '>=7.0.0'}
dependencies:
color-name: 1.1.4
- color-name@1.1.3: {}
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- color-name@1.1.4: {}
+ /color-name@1.1.4:
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- combined-stream@1.0.8:
+ /combined-stream@1.0.8:
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+ engines: {node: '>= 0.8'}
dependencies:
delayed-stream: 1.0.0
+ dev: false
- concat-map@0.0.1: {}
+ /concat-map@0.0.1:
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- convert-source-map@2.0.0: {}
+ /convert-source-map@2.0.0:
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- core-js@3.38.1: {}
+ /core-js@3.38.1:
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+ requiresBuild: true
+ dev: false
- create-jest@29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3)):
+ /create-jest@29.7.0(@types/node@20.16.14)(ts-node@10.9.2):
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
+ hasBin: true
dependencies:
- "@jest/types": 29.6.3
+ '@jest/types': 29.6.3
chalk: 4.1.2
exit: 0.1.2
graceful-fs: 4.2.11
- jest-config: 29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3))
+ jest-config: 29.7.0(@types/node@20.16.14)(ts-node@10.9.2)
jest-util: 29.7.0
prompts: 2.4.2
transitivePeerDependencies:
- - "@types/node"
+ - '@types/node'
- babel-plugin-macros
- supports-color
- ts-node
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- create-require@1.1.1: {}
+ /create-require@1.1.1:
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+ dev: true
- cross-spawn@7.0.3:
+ /cross-spawn@7.0.3:
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+ engines: {node: '>= 8'}
dependencies:
path-key: 3.1.1
shebang-command: 2.0.0
which: 2.0.2
+ dev: true
- debug@4.3.7:
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+ engines: {node: '>=6.0'}
+ peerDependencies:
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+ peerDependenciesMeta:
+ supports-color:
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dependencies:
ms: 2.1.3
- dedent@1.5.3: {}
-
- deepmerge@4.3.1: {}
-
- delayed-stream@1.0.0: {}
-
- detect-newline@3.1.0: {}
-
- diff-sequences@29.6.3: {}
-
- diff@4.0.2: {}
-
- ejs@3.1.10:
+ /dedent@1.5.3:
+ resolution: {integrity: sha512-NHQtfOOW68WD8lgypbLA5oT+Bt0xXJhiYvoR6SmmNXZfpzOGXwdKWmcwG8N7PwVVWV3eF/68nmD9BaJSsTBhyQ==}
+ peerDependencies:
+ babel-plugin-macros: ^3.1.0
+ peerDependenciesMeta:
+ babel-plugin-macros:
+ optional: true
+ dev: true
+
+ /deepmerge@4.3.1:
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+ engines: {node: '>=0.10.0'}
+ dev: true
+
+ /delayed-stream@1.0.0:
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+ engines: {node: '>=0.4.0'}
+ dev: false
+
+ /detect-newline@3.1.0:
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+ engines: {node: '>=8'}
+ dev: true
+
+ /diff-sequences@29.6.3:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
+
+ /diff@4.0.2:
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+ engines: {node: '>=0.3.1'}
+ dev: true
+
+ /ejs@3.1.10:
+ resolution: {integrity: sha512-UeJmFfOrAQS8OJWPZ4qtgHyWExa088/MtK5UEyoJGFH67cDEXkZSviOiKRCZ4Xij0zxI3JECgYs3oKx+AizQBA==}
+ engines: {node: '>=0.10.0'}
+ hasBin: true
dependencies:
jake: 10.9.2
+ dev: true
- electron-to-chromium@1.5.41: {}
+ /electron-to-chromium@1.5.42:
+ resolution: {integrity: sha512-gIfKavKDw1mhvic9nbzA5lZw8QSHpdMwLwXc0cWidQz9B15pDoDdDH4boIatuFfeoCatb3a/NGL6CYRVFxGZ9g==}
- emittery@0.13.1: {}
+ /emittery@0.13.1:
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+ engines: {node: '>=12'}
+ dev: true
- emoji-regex@8.0.0: {}
+ /emoji-regex@8.0.0:
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+ dev: true
- error-ex@1.3.2:
+ /error-ex@1.3.2:
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dependencies:
is-arrayish: 0.2.1
+ dev: true
- escalade@3.2.0: {}
+ /escalade@3.2.0:
+ resolution: {integrity: sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==}
+ engines: {node: '>=6'}
- escape-string-regexp@1.0.5: {}
+ /escape-string-regexp@1.0.5:
+ resolution: {integrity: sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==}
+ engines: {node: '>=0.8.0'}
- escape-string-regexp@2.0.0: {}
+ /escape-string-regexp@2.0.0:
+ resolution: {integrity: sha512-UpzcLCXolUWcNu5HtVMHYdXJjArjsF9C0aNnquZYY4uW/Vu0miy5YoWvbV345HauVvcAUnpRuhMMcqTcGOY2+w==}
+ engines: {node: '>=8'}
- esprima@4.0.1: {}
+ /esprima@4.0.1:
+ resolution: {integrity: sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A==}
+ engines: {node: '>=4'}
+ hasBin: true
- execa@5.1.1:
+ /execa@5.1.1:
+ resolution: {integrity: sha512-8uSpZZocAZRBAPIEINJj3Lo9HyGitllczc27Eh5YYojjMFMn8yHMDMaUHE2Jqfq05D/wucwI4JGURyXt1vchyg==}
+ engines: {node: '>=10'}
dependencies:
cross-spawn: 7.0.3
get-stream: 6.0.1
@@ -3114,62 +1156,108 @@ snapshots:
onetime: 5.1.2
signal-exit: 3.0.7
strip-final-newline: 2.0.0
+ dev: true
- exit@0.1.2: {}
+ /exit@0.1.2:
+ resolution: {integrity: sha512-Zk/eNKV2zbjpKzrsQ+n1G6poVbErQxJ0LBOJXaKZ1EViLzH+hrLu9cdXI4zw9dBQJslwBEpbQ2P1oS7nDxs6jQ==}
+ engines: {node: '>= 0.8.0'}
+ dev: true
- expect@29.7.0:
+ /expect@29.7.0:
+ resolution: {integrity: sha512-2Zks0hf1VLFYI1kbh0I5jP3KHHyCHpkfyHBzsSXRFgl/Bg9mWYfMW8oD+PdMPlEwy5HNsR9JutYy6pMeOh61nw==}
+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
- "@jest/expect-utils": 29.7.0
+ '@jest/expect-utils': 29.7.0
jest-get-type: 29.6.3
jest-matcher-utils: 29.7.0
jest-message-util: 29.7.0
jest-util: 29.7.0
- fast-json-stable-stringify@2.1.0: {}
+ /fast-json-stable-stringify@2.1.0:
+ resolution: {integrity: sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==}
- fb-watchman@2.0.2:
+ /fb-watchman@2.0.2:
+ resolution: {integrity: sha512-p5161BqbuCaSnB8jIbzQHOlpgsPmK5rJVDfDKO91Axs5NC1uu3HRQm6wt9cd9/+GtQQIO53JdGXXoyDpTAsgYA==}
dependencies:
bser: 2.1.1
- fflate@0.4.8: {}
+ /fflate@0.4.8:
+ resolution: {integrity: sha512-FJqqoDBR00Mdj9ppamLa/Y7vxm+PRmNWA67N846RvsoYVMKB4q3y/de5PA7gUmRMYK/8CMz2GDZQmCRN1wBcWA==}
+ dev: false
- filelist@1.0.4:
+ /filelist@1.0.4:
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dependencies:
minimatch: 5.1.6
+ dev: true
- fill-range@7.1.1:
+ /fill-range@7.1.1:
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+ engines: {node: '>=8'}
dependencies:
to-regex-range: 5.0.1
- find-up@4.1.0:
+ /find-up@4.1.0:
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+ engines: {node: '>=8'}
dependencies:
locate-path: 5.0.0
path-exists: 4.0.0
- follow-redirects@1.15.9: {}
+ /follow-redirects@1.15.9:
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+ engines: {node: '>=4.0'}
+ peerDependencies:
+ debug: '*'
+ peerDependenciesMeta:
+ debug:
+ optional: true
+ dev: false
- form-data@4.0.1:
+ /form-data@4.0.1:
+ resolution: {integrity: sha512-tzN8e4TX8+kkxGPK8D5u0FNmjPUjw3lwC9lSLxxoB/+GtsJG91CO8bSWy73APlgAZzZbXEYZJuxjkHH2w+Ezhw==}
+ engines: {node: '>= 6'}
dependencies:
asynckit: 0.4.0
combined-stream: 1.0.8
mime-types: 2.1.35
+ dev: false
- fs.realpath@1.0.0: {}
+ /fs.realpath@1.0.0:
+ resolution: {integrity: sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw==}
- fsevents@2.3.3:
+ /fsevents@2.3.3:
+ resolution: {integrity: sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw==}
+ engines: {node: ^8.16.0 || ^10.6.0 || >=11.0.0}
+ os: [darwin]
+ requiresBuild: true
optional: true
- function-bind@1.1.2: {}
+ /function-bind@1.1.2:
+ resolution: {integrity: sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==}
+ dev: true
- gensync@1.0.0-beta.2: {}
+ /gensync@1.0.0-beta.2:
+ resolution: {integrity: sha512-3hN7NaskYvMDLQY55gnW3NQ+mesEAepTqlg+VEbj7zzqEMBVNhzcGYYeqFo/TlYz6eQiFcp1HcsCZO+nGgS8zg==}
+ engines: {node: '>=6.9.0'}
- get-caller-file@2.0.5: {}
+ /get-caller-file@2.0.5:
+ resolution: {integrity: sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==}
+ engines: {node: 6.* || 8.* || >= 10.*}
+ dev: true
- get-package-type@0.1.0: {}
+ /get-package-type@0.1.0:
+ resolution: {integrity: sha512-pjzuKtY64GYfWizNAJ0fr9VqttZkNiK2iS430LtIHzjBEr6bX8Am2zm4sW4Ro5wjWW5cAlRL1qAMTcXbjNAO2Q==}
+ engines: {node: '>=8.0.0'}
- get-stream@6.0.1: {}
+ /get-stream@6.0.1:
+ resolution: {integrity: sha512-ts6Wi+2j3jQjqi70w5AlN8DFnkSwC+MqmxEzdEALB2qXZYV3X/b1CTfgPLGJNMeAWxdPfU8FO1ms3NUfaHCPYg==}
+ engines: {node: '>=10'}
+ dev: true
- glob@7.2.3:
+ /glob@7.2.3:
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+ deprecated: Glob versions prior to v9 are no longer supported
dependencies:
fs.realpath: 1.0.0
inflight: 1.0.6
@@ -3178,113 +1266,180 @@ snapshots:
once: 1.4.0
path-is-absolute: 1.0.1
- globals@11.12.0: {}
+ /globals@11.12.0:
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+ engines: {node: '>=4'}
- graceful-fs@4.2.11: {}
+ /graceful-fs@4.2.11:
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- has-flag@3.0.0: {}
+ /has-flag@3.0.0:
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+ engines: {node: '>=4'}
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+ /has-flag@4.0.0:
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dependencies:
function-bind: 1.1.2
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- html-escaper@2.0.2: {}
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- import-local@3.2.0:
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dependencies:
pkg-dir: 4.2.0
resolve-cwd: 3.0.0
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- imurmurhash@0.1.4: {}
+ /imurmurhash@0.1.4:
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- inflight@1.0.6:
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+ deprecated: This module is not supported, and leaks memory. Do not use it. Check out lru-cache if you want a good and tested way to coalesce async requests by a key value, which is much more comprehensive and powerful.
dependencies:
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wrappy: 1.0.2
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- is-arrayish@0.2.1: {}
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+ dev: true
- is-core-module@2.15.1:
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+ engines: {node: '>= 0.4'}
dependencies:
hasown: 2.0.2
-
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-
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+ dev: true
+
+ /is-fullwidth-code-point@3.0.0:
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+ engines: {node: '>=8'}
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+ engines: {node: '>=8'}
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+ engines: {node: '>=8'}
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+ '@babel/parser': 7.25.9
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semver: 6.3.1
transitivePeerDependencies:
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- istanbul-lib-instrument@6.0.3:
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+ engines: {node: '>=10'}
dependencies:
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- "@babel/parser": 7.25.8
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+ '@babel/core': 7.25.9
+ '@babel/parser': 7.25.9
+ '@istanbuljs/schema': 0.1.3
istanbul-lib-coverage: 3.2.2
semver: 7.6.3
transitivePeerDependencies:
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+ dev: true
- istanbul-lib-report@3.0.1:
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+ engines: {node: '>=10'}
dependencies:
istanbul-lib-coverage: 3.2.2
make-dir: 4.0.0
supports-color: 7.2.0
+ dev: true
- istanbul-lib-source-maps@4.0.1:
+ /istanbul-lib-source-maps@4.0.1:
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+ engines: {node: '>=10'}
dependencies:
debug: 4.3.7
istanbul-lib-coverage: 3.2.2
source-map: 0.6.1
transitivePeerDependencies:
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+ dev: true
- istanbul-reports@3.1.7:
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+ engines: {node: '>=8'}
dependencies:
html-escaper: 2.0.2
istanbul-lib-report: 3.0.1
+ dev: true
- jake@10.9.2:
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+ engines: {node: '>=10'}
+ hasBin: true
dependencies:
async: 3.2.6
chalk: 4.1.2
filelist: 1.0.4
minimatch: 3.1.2
+ dev: true
- jest-changed-files@29.7.0:
+ /jest-changed-files@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
execa: 5.1.1
jest-util: 29.7.0
p-limit: 3.1.0
+ dev: true
- jest-circus@29.7.0:
+ /jest-circus@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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- "@jest/expect": 29.7.0
- "@jest/test-result": 29.7.0
- "@jest/types": 29.6.3
- "@types/node": 20.16.12
+ '@jest/environment': 29.7.0
+ '@jest/expect': 29.7.0
+ '@jest/test-result': 29.7.0
+ '@jest/types': 29.6.3
+ '@types/node': 20.16.14
chalk: 4.1.2
co: 4.6.0
dedent: 1.5.3
@@ -3303,32 +1458,53 @@ snapshots:
transitivePeerDependencies:
- babel-plugin-macros
- supports-color
+ dev: true
- jest-cli@29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3)):
+ /jest-cli@29.7.0(@types/node@20.16.14)(ts-node@10.9.2):
+ resolution: {integrity: sha512-OVVobw2IubN/GSYsxETi+gOe7Ka59EFMR/twOU3Jb2GnKKeMGJB5SGUUrEz3SFVmJASUdZUzy83sLNNQ2gZslg==}
+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
+ hasBin: true
+ peerDependencies:
+ node-notifier: ^8.0.1 || ^9.0.0 || ^10.0.0
+ peerDependenciesMeta:
+ node-notifier:
+ optional: true
dependencies:
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- "@jest/test-result": 29.7.0
- "@jest/types": 29.6.3
+ '@jest/core': 29.7.0(ts-node@10.9.2)
+ '@jest/test-result': 29.7.0
+ '@jest/types': 29.6.3
chalk: 4.1.2
- create-jest: 29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3))
+ create-jest: 29.7.0(@types/node@20.16.14)(ts-node@10.9.2)
exit: 0.1.2
import-local: 3.2.0
- jest-config: 29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3))
+ jest-config: 29.7.0(@types/node@20.16.14)(ts-node@10.9.2)
jest-util: 29.7.0
jest-validate: 29.7.0
yargs: 17.7.2
transitivePeerDependencies:
- - "@types/node"
+ - '@types/node'
- babel-plugin-macros
- supports-color
- ts-node
+ dev: true
- jest-config@29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3)):
+ /jest-config@29.7.0(@types/node@20.16.14)(ts-node@10.9.2):
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
+ peerDependencies:
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+ ts-node: '>=9.0.0'
+ peerDependenciesMeta:
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+ ts-node:
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dependencies:
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- "@jest/test-sequencer": 29.7.0
- "@jest/types": 29.6.3
- babel-jest: 29.7.0(@babel/core@7.25.8)
+ '@babel/core': 7.25.9
+ '@jest/test-sequencer': 29.7.0
+ '@jest/types': 29.6.3
+ '@types/node': 20.16.14
+ babel-jest: 29.7.0(@babel/core@7.25.9)
chalk: 4.1.2
ci-info: 3.9.0
deepmerge: 4.3.1
@@ -3347,48 +1523,62 @@ snapshots:
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slash: 3.0.0
strip-json-comments: 3.1.1
- optionalDependencies:
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- ts-node: 10.9.2(@types/node@20.16.12)(typescript@5.6.3)
+ ts-node: 10.9.2(@types/node@20.16.14)(typescript@5.6.3)
transitivePeerDependencies:
- babel-plugin-macros
- supports-color
+ dev: true
- jest-diff@29.7.0:
+ /jest-diff@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
chalk: 4.1.2
diff-sequences: 29.6.3
jest-get-type: 29.6.3
pretty-format: 29.7.0
- jest-docblock@29.7.0:
+ /jest-docblock@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
detect-newline: 3.1.0
+ dev: true
- jest-each@29.7.0:
+ /jest-each@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
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+ '@jest/types': 29.6.3
chalk: 4.1.2
jest-get-type: 29.6.3
jest-util: 29.7.0
pretty-format: 29.7.0
+ dev: true
- jest-environment-node@29.7.0:
+ /jest-environment-node@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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- "@jest/fake-timers": 29.7.0
- "@jest/types": 29.6.3
- "@types/node": 20.16.12
+ '@jest/environment': 29.7.0
+ '@jest/fake-timers': 29.7.0
+ '@jest/types': 29.6.3
+ '@types/node': 20.16.14
jest-mock: 29.7.0
jest-util: 29.7.0
+ dev: true
- jest-get-type@29.6.3: {}
+ /jest-get-type@29.6.3:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
- jest-haste-map@29.7.0:
+ /jest-haste-map@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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- "@types/graceful-fs": 4.1.9
- "@types/node": 20.16.12
+ '@jest/types': 29.6.3
+ '@types/graceful-fs': 4.1.9
+ '@types/node': 20.16.14
anymatch: 3.1.3
fb-watchman: 2.0.2
graceful-fs: 4.2.11
@@ -3400,23 +1590,30 @@ snapshots:
optionalDependencies:
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- jest-leak-detector@29.7.0:
+ /jest-leak-detector@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
jest-get-type: 29.6.3
pretty-format: 29.7.0
+ dev: true
- jest-matcher-utils@29.7.0:
+ /jest-matcher-utils@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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jest-diff: 29.7.0
jest-get-type: 29.6.3
pretty-format: 29.7.0
- jest-message-util@29.7.0:
+ /jest-message-util@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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- "@jest/types": 29.6.3
- "@types/stack-utils": 2.0.3
+ '@babel/code-frame': 7.25.9
+ '@jest/types': 29.6.3
+ '@types/stack-utils': 2.0.3
chalk: 4.1.2
graceful-fs: 4.2.11
micromatch: 4.0.8
@@ -3424,26 +1621,43 @@ snapshots:
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stack-utils: 2.0.6
- jest-mock@29.7.0:
+ /jest-mock@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
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- "@types/node": 20.16.12
+ '@jest/types': 29.6.3
+ '@types/node': 20.16.14
jest-util: 29.7.0
- jest-pnp-resolver@1.2.3(jest-resolve@29.7.0):
- optionalDependencies:
+ /jest-pnp-resolver@1.2.3(jest-resolve@29.7.0):
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+ engines: {node: '>=6'}
+ peerDependencies:
+ jest-resolve: '*'
+ peerDependenciesMeta:
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+ dependencies:
jest-resolve: 29.7.0
+ dev: true
- jest-regex-util@29.6.3: {}
+ /jest-regex-util@29.6.3:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
- jest-resolve-dependencies@29.7.0:
+ /jest-resolve-dependencies@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
jest-regex-util: 29.6.3
jest-snapshot: 29.7.0
transitivePeerDependencies:
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+ dev: true
- jest-resolve@29.7.0:
+ /jest-resolve@29.7.0:
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+ engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
chalk: 4.1.2
graceful-fs: 4.2.11
@@ -3454,15 +1668,18 @@ snapshots:
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resolve.exports: 2.0.2
slash: 3.0.0
-
- jest-runner@29.7.0:
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- "@jest/test-result": 29.7.0
- "@jest/transform": 29.7.0
- "@jest/types": 29.6.3
- "@types/node": 20.16.12
+ dev: true
+
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path-parse: 1.0.7
supports-preserve-symlinks-flag: 1.0.0
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dependencies:
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dependencies:
shebang-regex: 3.0.0
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source-map: 0.6.1
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escape-string-regexp: 2.0.0
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char-regex: 1.0.2
strip-ansi: 6.0.1
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dependencies:
emoji-regex: 8.0.0
is-fullwidth-code-point: 3.0.0
strip-ansi: 6.0.1
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+ engines: {node: '>=8'}
dependencies:
ansi-regex: 5.0.1
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+ engines: {node: '>=8'}
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dependencies:
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dependencies:
has-flag: 4.0.0
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dependencies:
has-flag: 4.0.0
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+ engines: {node: '>=8'}
dependencies:
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+ '@istanbuljs/schema': 0.1.3
glob: 7.2.3
minimatch: 3.1.2
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-
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+ /tmpl@1.0.5:
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- to-regex-range@5.0.1:
+ /to-regex-range@5.0.1:
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+ engines: {node: '>=8.0'}
dependencies:
is-number: 7.0.0
- ts-jest@29.2.5(@babel/core@7.25.8)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.8))(jest@29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3)))(typescript@5.6.3):
+ /ts-jest@29.2.5(@babel/core@7.25.9)(jest@29.7.0)(typescript@5.6.3):
+ resolution: {integrity: sha512-KD8zB2aAZrcKIdGk4OwpJggeLcH1FgrICqDSROWqlnJXGCXK4Mn6FcdK2B6670Xr73lHMG1kHw8R87A0ecZ+vA==}
+ engines: {node: ^14.15.0 || ^16.10.0 || ^18.0.0 || >=20.0.0}
+ hasBin: true
+ peerDependencies:
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+ '@jest/transform': ^29.0.0
+ '@jest/types': ^29.0.0
+ babel-jest: ^29.0.0
+ esbuild: '*'
+ jest: ^29.0.0
+ typescript: '>=4.3 <6'
+ peerDependenciesMeta:
+ '@babel/core':
+ optional: true
+ '@jest/transform':
+ optional: true
+ '@jest/types':
+ optional: true
+ babel-jest:
+ optional: true
+ esbuild:
+ optional: true
dependencies:
+ '@babel/core': 7.25.9
bs-logger: 0.2.6
ejs: 3.1.10
fast-json-stable-stringify: 2.1.0
- jest: 29.7.0(@types/node@20.16.12)(ts-node@10.9.2(@types/node@20.16.12)(typescript@5.6.3))
+ jest: 29.7.0(@types/node@20.16.14)(ts-node@10.9.2)
jest-util: 29.7.0
json5: 2.2.3
lodash.memoize: 4.1.2
@@ -3864,20 +2322,28 @@ snapshots:
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typescript: 5.6.3
yargs-parser: 21.1.1
- optionalDependencies:
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- babel-jest: 29.7.0(@babel/core@7.25.8)
-
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- "@tsconfig/node12": 1.0.11
- "@tsconfig/node14": 1.0.3
- "@tsconfig/node16": 1.0.4
- "@types/node": 20.16.12
+ dev: true
+
+ /ts-node@10.9.2(@types/node@20.16.14)(typescript@5.6.3):
+ resolution: {integrity: sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ==}
+ hasBin: true
+ peerDependencies:
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+ '@swc/wasm': '>=1.2.50'
+ '@types/node': '*'
+ typescript: '>=2.7'
+ peerDependenciesMeta:
+ '@swc/core':
+ optional: true
+ '@swc/wasm':
+ optional: true
+ dependencies:
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+ '@tsconfig/node10': 1.0.11
+ '@tsconfig/node12': 1.0.11
+ '@tsconfig/node14': 1.0.3
+ '@tsconfig/node16': 1.0.4
+ '@types/node': 20.16.14
acorn: 8.13.0
acorn-walk: 8.3.4
arg: 4.1.3
@@ -3887,61 +2353,106 @@ snapshots:
typescript: 5.6.3
v8-compile-cache-lib: 3.0.1
yn: 3.1.1
+ dev: true
- type-detect@4.0.8: {}
+ /type-detect@4.0.8:
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+ engines: {node: '>=4'}
- type-fest@0.21.3: {}
+ /type-fest@0.21.3:
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+ engines: {node: '>=10'}
+ dev: true
- typescript@5.6.3: {}
+ /typescript@5.6.3:
+ resolution: {integrity: sha512-hjcS1mhfuyi4WW8IWtjP7brDrG2cuDZukyrYrSauoXGNgx0S7zceP07adYkJycEr56BOUTNPzbInooiN3fn1qw==}
+ engines: {node: '>=14.17'}
+ hasBin: true
+ dev: true
- undici-types@6.19.8: {}
+ /undici-types@6.19.8:
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- update-browserslist-db@1.1.1(browserslist@4.24.0):
+ /update-browserslist-db@1.1.1(browserslist@4.24.2):
+ resolution: {integrity: sha512-R8UzCaa9Az+38REPiJ1tXlImTJXlVfgHZsglwBD/k6nj76ctsH1E3q4doGrukiLQd3sGQYu56r5+lo5r94l29A==}
+ hasBin: true
+ peerDependencies:
+ browserslist: '>= 4.21.0'
dependencies:
- browserslist: 4.24.0
+ browserslist: 4.24.2
escalade: 3.2.0
picocolors: 1.1.1
- uuid@10.0.0: {}
+ /uuid@10.0.0:
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+ hasBin: true
+ dev: false
- v8-compile-cache-lib@3.0.1: {}
+ /v8-compile-cache-lib@3.0.1:
+ resolution: {integrity: sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==}
+ dev: true
- v8-to-istanbul@9.3.0:
+ /v8-to-istanbul@9.3.0:
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+ engines: {node: '>=10.12.0'}
dependencies:
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- "@types/istanbul-lib-coverage": 2.0.6
+ '@jridgewell/trace-mapping': 0.3.25
+ '@types/istanbul-lib-coverage': 2.0.6
convert-source-map: 2.0.0
+ dev: true
- walker@1.0.8:
+ /walker@1.0.8:
+ resolution: {integrity: sha512-ts/8E8l5b7kY0vlWLewOkDXMmPdLcVV4GmOQLyxuSswIJsweeFZtAsMF7k1Nszz+TYBQrlYRmzOnr398y1JemQ==}
dependencies:
makeerror: 1.0.12
- web-vitals@4.2.3: {}
+ /web-vitals@4.2.3:
+ resolution: {integrity: sha512-/CFAm1mNxSmOj6i0Co+iGFJ58OS4NRGVP+AWS/l509uIK5a1bSoIVaHz/ZumpHTfHSZBpgrJ+wjfpAOrTHok5Q==}
+ dev: false
- which@2.0.2:
+ /which@2.0.2:
+ resolution: {integrity: sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==}
+ engines: {node: '>= 8'}
+ hasBin: true
dependencies:
isexe: 2.0.0
+ dev: true
- wrap-ansi@7.0.0:
+ /wrap-ansi@7.0.0:
+ resolution: {integrity: sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==}
+ engines: {node: '>=10'}
dependencies:
ansi-styles: 4.3.0
string-width: 4.2.3
strip-ansi: 6.0.1
+ dev: true
- wrappy@1.0.2: {}
+ /wrappy@1.0.2:
+ resolution: {integrity: sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==}
- write-file-atomic@4.0.2:
+ /write-file-atomic@4.0.2:
+ resolution: {integrity: sha512-7KxauUdBmSdWnmpaGFg+ppNjKF8uNLry8LyzjauQDOVONfFLNKrKvQOxZ/VuTIcS/gge/YNahf5RIIQWTSarlg==}
+ engines: {node: ^12.13.0 || ^14.15.0 || >=16.0.0}
dependencies:
imurmurhash: 0.1.4
signal-exit: 3.0.7
- y18n@5.0.8: {}
+ /y18n@5.0.8:
+ resolution: {integrity: sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==}
+ engines: {node: '>=10'}
+ dev: true
- yallist@3.1.1: {}
+ /yallist@3.1.1:
+ resolution: {integrity: sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==}
- yargs-parser@21.1.1: {}
+ /yargs-parser@21.1.1:
+ resolution: {integrity: sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==}
+ engines: {node: '>=12'}
+ dev: true
- yargs@17.7.2:
+ /yargs@17.7.2:
+ resolution: {integrity: sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==}
+ engines: {node: '>=12'}
dependencies:
cliui: 8.0.1
escalade: 3.2.0
@@ -3950,7 +2461,14 @@ snapshots:
string-width: 4.2.3
y18n: 5.0.8
yargs-parser: 21.1.1
+ dev: true
- yn@3.1.1: {}
+ /yn@3.1.1:
+ resolution: {integrity: sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==}
+ engines: {node: '>=6'}
+ dev: true
- yocto-queue@0.1.0: {}
+ /yocto-queue@0.1.0:
+ resolution: {integrity: sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==}
+ engines: {node: '>=10'}
+ dev: true
diff --git a/js/sdk/src/r2rClient.ts b/js/sdk/src/r2rClient.ts
index 80aad00ec..d1661e31f 100644
--- a/js/sdk/src/r2rClient.ts
+++ b/js/sdk/src/r2rClient.ts
@@ -479,6 +479,7 @@ export class r2rClient {
document_ids?: string[];
user_ids?: (string | null)[];
ingestion_config?: Record;
+ run_with_orchestration?: boolean;
} = {},
): Promise {
this._ensureAuthenticated();
@@ -544,6 +545,7 @@ export class r2rClient {
ingestion_config: options.ingestion_config
? JSON.stringify(options.ingestion_config)
: undefined,
+ run_with_orchestration: (options.run_with_orchestration != undefined) ? String(options.run_with_orchestration) : undefined,
};
Object.entries(data).forEach(([key, value]) => {
@@ -581,6 +583,7 @@ export class r2rClient {
document_ids: string[];
metadatas?: Record[];
ingestion_config?: Record;
+ run_with_orchestration?: boolean;
},
): Promise {
this._ensureAuthenticated();
@@ -621,6 +624,7 @@ export class r2rClient {
ingestion_config: options.ingestion_config
? JSON.stringify(options.ingestion_config)
: undefined,
+ run_with_orchestration: (options.run_with_orchestration != undefined) ? String(options.run_with_orchestration) : undefined,
};
Object.entries(data).forEach(([key, value]) => {
@@ -650,15 +654,20 @@ export class r2rClient {
chunks: RawChunk[],
documentId?: string,
metadata?: Record,
+ run_with_orchestration?: boolean,
): Promise> {
this._ensureAuthenticated();
+ let inputData: Record = {
+ chunks: chunks,
+ document_id: documentId,
+ metadata: metadata,
+ };
+ if (run_with_orchestration != undefined) {
+ inputData.run_with_orchestration = run_with_orchestration;
+ }
return await this._makeRequest("POST", "ingest_chunks", {
- data: {
- chunks: chunks,
- document_id: documentId,
- metadata: metadata,
- },
+ data: inputData,
headers: {
"Content-Type": "application/json",
},
diff --git a/py/cli/commands/ingestion.py b/py/cli/commands/ingestion.py
index f124811b9..de8957456 100644
--- a/py/cli/commands/ingestion.py
+++ b/py/cli/commands/ingestion.py
@@ -71,15 +71,24 @@ async def ingest_files_from_urls(client, urls):
@click.option(
"--metadatas", type=JSON, help="Metadatas for ingestion as a JSON string"
)
+@click.option(
+ "--run-without-orchestration", is_flag=True, help="Run with orchestration"
+)
@pass_context
-async def ingest_files(ctx, file_paths, document_ids, metadatas):
+def ingest_files(
+ ctx, file_paths, document_ids, metadatas, run_without_orchestration
+):
"""Ingest files into R2R."""
client = ctx.obj
with timer():
file_paths = list(file_paths)
document_ids = list(document_ids) if document_ids else None
- response = await client.ingest_files(
- file_paths, metadatas, document_ids
+ run_with_orchestration = not run_without_orchestration
+ response = client.ingest_files(
+ file_paths,
+ metadatas,
+ document_ids,
+ run_with_orchestration=run_with_orchestration,
)
click.echo(json.dumps(response, indent=2))
@@ -96,8 +105,13 @@ async def ingest_files(ctx, file_paths, document_ids, metadatas):
@click.option(
"--metadatas", type=JSON, help="Metadatas for updating as a JSON string"
)
+@click.option(
+ "--run-without-orchestration", is_flag=True, help="Run with orchestration"
+)
@pass_context
-async def update_files(ctx, file_paths, document_ids, metadatas):
+def update_files(
+ ctx, file_paths, document_ids, metadatas, run_without_orchestration
+):
"""Update existing files in R2R."""
client = ctx.obj
with timer():
@@ -114,9 +128,12 @@ async def update_files(ctx, file_paths, document_ids, metadatas):
raise click.BadParameter(
"Metadatas must be a JSON string representing a list of dictionaries or a single dictionary"
)
-
- response = await client.update_files(
- file_paths, document_ids, metadatas
+ run_with_orchestration = not run_without_orchestration
+ response = client.update_files(
+ file_paths,
+ document_ids,
+ metadatas,
+ run_with_orchestration=run_with_orchestration,
)
click.echo(json.dumps(response, indent=2))
diff --git a/py/core/main/api/data/ingestion_router_openapi.yml b/py/core/main/api/data/ingestion_router_openapi.yml
index 27dfaa11c..283ad58da 100644
--- a/py/core/main/api/data/ingestion_router_openapi.yml
+++ b/py/core/main/api/data/ingestion_router_openapi.yml
@@ -28,6 +28,7 @@ ingest_files:
metadatas: "An optional list of JSON metadata to affix to each file"
document_ids: "An optional list of document ids for each file. If not provided, the system will generate a unique document id via the `generate_document_id` method."
ingestion_config: "An optional dictionary to override the default chunking configuration for the ingestion process. If not provided, the system will use the default server-side chunking configuration."
+ run_with_orchestration: "Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result."
update_files:
openapi_extra:
@@ -56,6 +57,7 @@ update_files:
document_ids: "An optional list of document ids for each file. If not provided, the system will attempt to generate the corresponding unique from the `generate_document_id` method."
metadatas: "An optional list of JSON metadata to affix to each file"
ingestion_config: "JSON string for chunking configuration override"
+ run_with_orchestration: "Whether or not ingestion runs with orchestration, default is `True`. When set to `False`, the ingestion process will run synchronous and directly return the result."
ingest_chunks:
openapi_extra:
diff --git a/py/core/main/api/ingestion_router.py b/py/core/main/api/ingestion_router.py
index 52b181a7d..c76f4cc4c 100644
--- a/py/core/main/api/ingestion_router.py
+++ b/py/core/main/api/ingestion_router.py
@@ -118,6 +118,12 @@ async def ingest_files_app(
None,
description=ingest_files_descriptions.get("ingestion_config"),
),
+ run_with_orchestration: Optional[bool] = Form(
+ True,
+ description=ingest_files_descriptions.get(
+ "run_with_orchestration"
+ ),
+ ),
auth_user=Depends(self.service.providers.auth.auth_wrapper),
) -> WrappedIngestionResponse: # type: ignore
"""
@@ -174,17 +180,36 @@ async def ingest_files_app(
file_content,
file_data["content_type"],
)
- raw_message: dict[str, Union[str, None]] = await self.orchestration_provider.run_workflow( # type: ignore
- "ingest-files",
- {"request": workflow_input},
- options={
- "additional_metadata": {
+ if run_with_orchestration:
+ raw_message: dict[str, Union[str, None]] = await self.orchestration_provider.run_workflow( # type: ignore
+ "ingest-files",
+ {"request": workflow_input},
+ options={
+ "additional_metadata": {
+ "document_id": str(document_id),
+ }
+ },
+ )
+ raw_message["document_id"] = str(document_id)
+ messages.append(raw_message)
+ else:
+ logger.info(
+ f"Running ingestion without orchestration for file {file_name} and document_id {document_id}."
+ )
+ # TODO - Clean up implementation logic here to be more explicitly `synchronous`
+ from core.main.orchestration import (
+ simple_ingestion_factory,
+ )
+
+ simple_ingestor = simple_ingestion_factory(self.service)
+ await simple_ingestor["ingest-files"](workflow_input)
+ messages.append(
+ {
+ "message": "Ingestion task completed successfully.",
"document_id": str(document_id),
+ "task_id": None,
}
- },
- )
- raw_message["document_id"] = str(document_id)
- messages.append(raw_message)
+ )
return messages # type: ignore
@@ -212,6 +237,12 @@ async def update_files_app(
None,
description=ingest_files_descriptions.get("ingestion_config"),
),
+ run_with_orchestration: Optional[bool] = Form(
+ True,
+ description=ingest_files_descriptions.get(
+ "run_with_orchestration"
+ ),
+ ),
auth_user=Depends(self.service.providers.auth.auth_wrapper),
) -> WrappedUpdateResponse:
"""
@@ -274,13 +305,26 @@ async def update_files_app(
"is_update": True,
}
- raw_message: dict[str, Union[str, None]] = await self.orchestration_provider.run_workflow( # type: ignore
- "update-files", {"request": workflow_input}, {}
- )
- raw_message["message"] = "Update task queued successfully."
- raw_message["document_ids"] = workflow_input["document_ids"]
-
- return raw_message # type: ignore
+ if run_with_orchestration:
+ raw_message: dict[str, Union[str, None]] = await self.orchestration_provider.run_workflow( # type: ignore
+ "update-files", {"request": workflow_input}, {}
+ )
+ raw_message["message"] = "Update task queued successfully."
+ raw_message["document_ids"] = workflow_input["document_ids"]
+
+ return raw_message # type: ignore
+ else:
+ logger.info("Running update without orchestration.")
+ # TODO - Clean up implementation logic here to be more explicitly `synchronous`
+ from core.main.orchestration import simple_ingestion_factory
+
+ simple_ingestor = simple_ingestion_factory(self.service)
+ await simple_ingestor["update-files"](workflow_input)
+ return { # type: ignore
+ "message": "Update task completed successfully.",
+ "document_ids": workflow_input["document_ids"],
+ "task_id": None,
+ }
ingest_chunks_extras = self.openapi_extras.get("ingest_chunks", {})
ingest_chunks_descriptions = ingest_chunks_extras.get(
@@ -302,6 +346,12 @@ async def ingest_chunks_app(
metadata: Optional[dict] = Body(
None, description=ingest_files_descriptions.get("metadata")
),
+ run_with_orchestration: Optional[bool] = Form(
+ True,
+ description=ingest_files_descriptions.get(
+ "run_with_orchestration"
+ ),
+ ),
auth_user=Depends(self.service.providers.auth.auth_wrapper),
) -> WrappedIngestionResponse:
"""
@@ -311,7 +361,6 @@ async def ingest_chunks_app(
A valid user authentication token is required to access this endpoint, as regular users can only ingest chunks for their own access. More expansive collection permissioning is under development.
"""
-
if document_id:
try:
document_uuid = UUID(document_id)
@@ -331,19 +380,31 @@ async def ingest_chunks_app(
"metadata": metadata or {},
"user": auth_user.model_dump_json(),
}
-
- raw_message = await self.orchestration_provider.run_workflow(
- "ingest-chunks",
- {"request": workflow_input},
- options={
- "additional_metadata": {
- "document_id": str(document_uuid),
- }
- },
- )
- raw_message["document_id"] = str(document_uuid)
-
- return [raw_message] # type: ignore
+ if run_with_orchestration:
+ raw_message = await self.orchestration_provider.run_workflow(
+ "ingest-chunks",
+ {"request": workflow_input},
+ options={
+ "additional_metadata": {
+ "document_id": str(document_uuid),
+ }
+ },
+ )
+ raw_message["document_id"] = str(document_uuid)
+
+ return [raw_message] # type: ignore
+ else:
+ logger.info("Running ingest chunks without orchestration.")
+ # TODO - Clean up implementation logic here to be more explicitly `synchronous`
+ from core.main.orchestration import simple_ingestion_factory
+
+ simple_ingestor = simple_ingestion_factory(self.service)
+ await simple_ingestor["ingest-chunks"](workflow_input)
+ return { # type: ignore
+ "message": "Ingestion task completed successfully.",
+ "document_id": str(document_uuid),
+ "task_id": None,
+ }
create_vector_index_extras = self.openapi_extras.get(
"create_vector_index", {}
diff --git a/py/migrations/env.py b/py/migrations/env.py
index a7f7abdab..47e0d1559 100644
--- a/py/migrations/env.py
+++ b/py/migrations/env.py
@@ -83,7 +83,6 @@ def run_migrations_online() -> None:
context.run_migrations()
-
if context.is_offline_mode():
run_migrations_offline()
else:
diff --git a/py/sdk/mixins/ingestion.py b/py/sdk/mixins/ingestion.py
index af5d2a91b..10c4cb9d3 100644
--- a/py/sdk/mixins/ingestion.py
+++ b/py/sdk/mixins/ingestion.py
@@ -18,6 +18,7 @@ async def ingest_files(
document_ids: Optional[list[Union[str, UUID]]] = None,
metadatas: Optional[list[dict]] = None,
ingestion_config: Optional[dict] = None,
+ run_with_orchestration: Optional[bool] = None,
) -> dict:
"""
Ingest files into your R2R deployment
@@ -74,6 +75,9 @@ async def ingest_files(
if ingestion_config:
data["ingestion_config"] = json.dumps(ingestion_config)
+ if run_with_orchestration is not None:
+ data["run_with_orchestration"] = str(run_with_orchestration)
+
return await self._make_request( # type: ignore
"POST", "ingest_files", data=data, files=files_tuples
)
@@ -84,6 +88,7 @@ async def update_files(
document_ids: Optional[list[Union[str, UUID]]] = None,
metadatas: Optional[list[dict]] = None,
ingestion_config: Optional[dict] = None,
+ run_with_orchestration: Optional[bool] = None,
) -> dict:
"""
Update existing files in your R2R deployment.
@@ -129,6 +134,9 @@ async def update_files(
if ingestion_config:
data["ingestion_config"] = json.dumps(ingestion_config)
+ if run_with_orchestration is not None:
+ data["run_with_orchestration"] = str(run_with_orchestration)
+
return await self._make_request( # type: ignore
"POST", "update_files", data=data, files=files
)
@@ -138,6 +146,7 @@ async def ingest_chunks(
chunks: list[dict],
document_id: Optional[UUID] = None,
metadata: Optional[dict] = None,
+ run_with_orchestration: Optional[bool] = None,
) -> dict:
"""
Ingest files into your R2R deployment
@@ -156,6 +165,8 @@ async def ingest_chunks(
"document_id": document_id,
"metadata": metadata,
}
+ if run_with_orchestration is not None:
+ data["run_with_orchestration"] = str(run_with_orchestration) # type: ignore
return await self._make_request("POST", "ingest_chunks", json=data) # type: ignore
async def create_vector_index(