build: add additional OCR dependencies for docling (#9156)
* ux cleanup * [autofix.ci] apply automated fixes * Update src/backend/base/langflow/components/docling/docling_inline.py Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> * Update pyproject.toml Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> * ruff * fix pyproject * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * uvlock * Update uv.lock --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> Co-authored-by: Eric Hare <ericrhare@gmail.com> Co-authored-by: Carlos Coelho <80289056+carlosrcoelho@users.noreply.github.com>
This commit is contained in:
Jordan Frazier
GitHub
parent
4e92f75939
commit
234ff867b9
3 changed files with 235 additions and 7 deletions
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@ -197,6 +197,12 @@ Repository = "https://github.com/langflow-ai/langflow"
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Documentation = "https://docs.langflow.org"
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[project.optional-dependencies]
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docling = [
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"docling>=2.36.1",
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"tesserocr>=2.8.0",
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"rapidocr-onnxruntime>=1.4.4",
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"ocrmac>=1.0.0; sys_platform == 'darwin'",
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]
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audio = [
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"webrtcvad>=2.0.10",
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@ -61,11 +61,11 @@ class DoclingInlineComponent(BaseFileComponent):
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),
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DropdownInput(
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name="ocr_engine",
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display_name="Ocr",
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info="OCR engine to use",
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options=["", "easyocr", "tesserocr", "rapidocr", "ocrmac"],
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display_name="OCR Engine",
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info="OCR engine to use. None will disable OCR.",
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options=["None", "easyocr", "tesserocr", "rapidocr", "ocrmac"],
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real_time_refresh=False,
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value="",
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value="None",
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),
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# TODO: expose more Docling options
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]
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@ -130,6 +130,58 @@ class DoclingInlineComponent(BaseFileComponent):
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self.log("Warning: Process still alive after SIGKILL")
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def process_files(self, file_list: list[BaseFileComponent.BaseFile]) -> list[BaseFileComponent.BaseFile]:
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try:
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from docling.datamodel.base_models import InputFormat
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from docling.datamodel.pipeline_options import (
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OcrOptions,
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PdfPipelineOptions,
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VlmPipelineOptions,
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)
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from docling.document_converter import DocumentConverter, FormatOption, PdfFormatOption
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from docling.models.factories import get_ocr_factory
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from docling.pipeline.vlm_pipeline import VlmPipeline
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except ImportError as e:
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msg = (
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"Docling is an optional dependency. Install with `uv pip install 'langflow[docling]'` or refer to the "
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"documentation on how to install optional dependencies."
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)
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raise ImportError(msg) from e
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# Configure the standard PDF pipeline
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def _get_standard_opts() -> PdfPipelineOptions:
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pipeline_options = PdfPipelineOptions()
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pipeline_options.do_ocr = self.ocr_engine != "None"
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if pipeline_options.do_ocr:
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ocr_factory = get_ocr_factory(
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allow_external_plugins=False,
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)
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ocr_options: OcrOptions = ocr_factory.create_options(
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kind=self.ocr_engine,
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)
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pipeline_options.ocr_options = ocr_options
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return pipeline_options
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# Configure the VLM pipeline
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def _get_vlm_opts() -> VlmPipelineOptions:
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return VlmPipelineOptions()
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# Configure the main format options and create the DocumentConverter()
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def _get_converter() -> DocumentConverter:
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if self.pipeline == "standard":
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pdf_format_option = PdfFormatOption(
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pipeline_options=_get_standard_opts(),
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)
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elif self.pipeline == "vlm":
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pdf_format_option = PdfFormatOption(pipeline_cls=VlmPipeline, pipeline_options=_get_vlm_opts())
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format_options: dict[InputFormat, FormatOption] = {
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InputFormat.PDF: pdf_format_option,
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InputFormat.IMAGE: pdf_format_option,
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}
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return DocumentConverter(format_options=format_options)
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file_paths = [file.path for file in file_list if file.path]
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if not file_paths:
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176
uv.lock
generated
176
uv.lock
generated
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@ -1,5 +1,5 @@
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version = 1
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revision = 2
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revision = 3
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requires-python = ">=3.10, <3.14"
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resolution-markers = [
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"python_full_version >= '3.13' and sys_platform == 'darwin'",
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@ -4994,6 +4994,12 @@ clickhouse-connect = [
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couchbase = [
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{ name = "couchbase" },
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]
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docling = [
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{ name = "docling" },
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{ name = "ocrmac", marker = "sys_platform == 'darwin'" },
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{ name = "rapidocr-onnxruntime" },
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{ name = "tesserocr" },
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]
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local = [
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{ name = "ctransformers" },
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{ name = "llama-cpp-python" },
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@ -5080,6 +5086,7 @@ requires-dist = [
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{ name = "couchbase", marker = "extra == 'couchbase'", specifier = ">=4.2.1" },
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{ name = "ctransformers", marker = "extra == 'local'", specifier = ">=0.2.10" },
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{ name = "datasets", specifier = ">2.14.7" },
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{ name = "docling", marker = "extra == 'docling'", specifier = ">=2.36.1" },
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{ name = "docling-core", specifier = ">=2.36.1" },
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{ name = "dspy-ai", specifier = "==2.5.41" },
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{ name = "duckduckgo-search", specifier = "==7.2.1" },
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@ -5145,6 +5152,7 @@ requires-dist = [
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{ name = "numexpr", specifier = "==2.10.2" },
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{ name = "nv-ingest-api", marker = "extra == 'nv-ingest'", specifier = "==2025.4.22.dev20250422" },
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{ name = "nv-ingest-client", marker = "extra == 'nv-ingest'", specifier = "==2025.4.22.dev20250422" },
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{ name = "ocrmac", marker = "sys_platform == 'darwin' and extra == 'docling'", specifier = ">=1.0.0" },
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{ name = "openai", specifier = ">=1.68.2" },
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{ name = "openinference-instrumentation-langchain", specifier = ">=0.1.29" },
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{ name = "opensearch-py", specifier = "==2.8.0" },
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@ -5158,6 +5166,7 @@ requires-dist = [
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{ name = "pywin32", marker = "sys_platform == 'win32'", specifier = "==307" },
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{ name = "qdrant-client", specifier = "==1.9.2" },
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{ name = "qianfan", specifier = "==0.3.5" },
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{ name = "rapidocr-onnxruntime", marker = "extra == 'docling'", specifier = ">=1.4.4" },
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{ name = "redis", specifier = ">=5.2.1" },
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{ name = "scipy", specifier = ">=1.14.1" },
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{ name = "scrapegraph-py", specifier = ">=1.12.0" },
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@ -5170,6 +5179,7 @@ requires-dist = [
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{ name = "sseclient-py", specifier = "==1.8.0" },
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{ name = "structlog", specifier = ">=25.4.0" },
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{ name = "supabase", specifier = "==2.6.0" },
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{ name = "tesserocr", marker = "extra == 'docling'", specifier = ">=2.8.0" },
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{ name = "traceloop-sdk", specifier = ">=0.43.1" },
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{ name = "twelvelabs", specifier = ">=0.4.7" },
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{ name = "types-cachetools", specifier = "==5.5.0.20240820" },
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@ -5183,7 +5193,7 @@ requires-dist = [
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{ name = "youtube-transcript-api", specifier = "==0.6.3" },
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{ name = "zep-python", specifier = "==2.0.2" },
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]
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provides-extras = ["audio", "couchbase", "cassio", "local", "clickhouse-connect", "nv-ingest", "postgresql"]
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provides-extras = ["docling", "audio", "couchbase", "cassio", "local", "clickhouse-connect", "nv-ingest", "postgresql"]
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[package.metadata.requires-dev]
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dev = [
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@ -7005,6 +7015,20 @@ wheels = [
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[[package]]
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{ url = "https://files.pythonhosted.org/packages/b2/43/1739cf5e2223bf0ea270c933b71763b8a7c4616064e309e660c8e43bec02/tesserocr-2.8.0-cp313-cp313-macosx_13_0_x86_64.whl", hash = "sha256:44b3396d52379155fd838931b78b044129c7c77a8f02a92574cde626cff9b4a8", size = 4099019, upload-time = "2025-02-12T12:41:39.368Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d9/9d/7b8a8e29050d90446b81ccc5a3cc3256d62cff145628e718f7286a64dd14/tesserocr-2.8.0-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:1edd2302f4a91b5491a4ce3f63e612441adf92fd81b339b85cbedb3b5b40f206", size = 3609710, upload-time = "2025-02-12T12:41:43.128Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/76/0b/b445adba94ccbabfe59e5cd0247285ccc4263103bed8fd54b835a973c200/tesserocr-2.8.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:b0dd849ce77373f9ac4b54d345b4d7115414e525e57a158e948887d744c6f909", size = 4886946, upload-time = "2025-02-12T12:41:46.594Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/13/e4/bf4ab45d49459d0e9e727603d5ed077552afd252e6e7886259e57fc9f10d/tesserocr-2.8.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:9ce710a73308964f2ac53f94b4980d2791bb67a82863bb7ef0ca445c1b325aa4", size = 5206055, upload-time = "2025-02-12T12:41:49.217Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/05/11/cf253d8de880f72924084e2570bc9df54e9d0013094c602a85cd962a70ff/tesserocr-2.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a7a36af39aaf29a152c629cf62457192944f8854fbdd28395ef92d283e800662", size = 6599015, upload-time = "2025-02-12T12:41:52.017Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "threadpoolctl"
|
||||
version = "3.6.0"
|
||||
|
|
@ -12722,4 +12892,4 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/02/90/2633473864f67a15526324b007a9f96c96f56d5f32ef2a56cc12f9548723/zstandard-0.23.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:fa6ce8b52c5987b3e34d5674b0ab529a4602b632ebab0a93b07bfb4dfc8f8a33", size = 5191299, upload-time = "2024-07-15T00:16:49.053Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b0/4c/315ca5c32da7e2dc3455f3b2caee5c8c2246074a61aac6ec3378a97b7136/zstandard-0.23.0-cp313-cp313-win32.whl", hash = "sha256:a9b07268d0c3ca5c170a385a0ab9fb7fdd9f5fd866be004c4ea39e44edce47dd", size = 430862, upload-time = "2024-07-15T00:16:51.003Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a2/bf/c6aaba098e2d04781e8f4f7c0ba3c7aa73d00e4c436bcc0cf059a66691d1/zstandard-0.23.0-cp313-cp313-win_amd64.whl", hash = "sha256:f3513916e8c645d0610815c257cbfd3242adfd5c4cfa78be514e5a3ebb42a41b", size = 495578, upload-time = "2024-07-15T00:16:53.135Z" },
|
||||
]
|
||||
]
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue