From db3fdb5bc1a0ae250afd420d737abc4071a7546c Mon Sep 17 00:00:00 2001 From: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> Date: Thu, 7 Aug 2025 11:16:06 +0200 Subject: [PATCH] feat: workers without shared models and convert params (#304) Signed-off-by: Michele Dolfi --- docling_serve/orchestrator_factory.py | 1 + docling_serve/settings.py | 1 + docs/configuration.md | 1 + pyproject.toml | 2 +- uv.lock | 1218 ++++++++++++------------- 5 files changed, 602 insertions(+), 621 deletions(-) diff --git a/docling_serve/orchestrator_factory.py b/docling_serve/orchestrator_factory.py index 067aea9..a35d4cb 100644 --- a/docling_serve/orchestrator_factory.py +++ b/docling_serve/orchestrator_factory.py @@ -19,6 +19,7 @@ def get_async_orchestrator() -> BaseOrchestrator: local_config = LocalOrchestratorConfig( num_workers=docling_serve_settings.eng_loc_num_workers, + shared_models=docling_serve_settings.eng_loc_share_models, ) cm_config = DoclingConverterManagerConfig( diff --git a/docling_serve/settings.py b/docling_serve/settings.py index f618839..1e1a383 100644 --- a/docling_serve/settings.py +++ b/docling_serve/settings.py @@ -63,6 +63,7 @@ class DoclingServeSettings(BaseSettings): eng_kind: AsyncEngine = AsyncEngine.LOCAL # Local engine eng_loc_num_workers: int = 2 + eng_loc_share_models: bool = False # KFP engine eng_kfp_endpoint: Optional[AnyUrl] = None eng_kfp_token: Optional[str] = None diff --git a/docs/configuration.md b/docs/configuration.md index 7acd7f9..7f1d6f6 100644 --- a/docs/configuration.md +++ b/docs/configuration.md @@ -66,6 +66,7 @@ The following table describes the options to configure the Docling Serve local e | ENV | Default | Description | |-----|---------|-------------| | `DOCLING_SERVE_ENG_LOC_NUM_WORKERS` | 2 | Number of workers/threads processing the incoming tasks. | +| `DOCLING_SERVE_ENG_LOC_SHARE_MODELS` | False | If true, each process will share the same models among all thread workers. Otherwise, one instance of the models is allocated for each worker thread. | #### KFP engine diff --git a/pyproject.toml b/pyproject.toml index 710688e..c64b91d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,7 +35,7 @@ requires-python = ">=3.10" dependencies = [ "docling~=2.38", "docling-core>=2.44.1", - "docling-jobkit[kfp,vlm]~=1.2", + "docling-jobkit[kfp,vlm]~=1.3", "fastapi[standard]~=0.115", "httpx~=0.28", "pydantic~=2.10", diff --git a/uv.lock b/uv.lock index 4d2f34d..94bbe17 100644 --- a/uv.lock +++ b/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 3 +revision = 2 requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform == 'darwin'", @@ -43,12 +43,12 @@ dependencies = [ { name = "pyyaml", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin' or (extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu124') or (extra == 'group-13-docling-serve-cpu' and extra == 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(extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu124' and extra == 'group-13-docling-serve-rocm') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-cu128') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-pypi') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-rocm') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu128' and extra == 'group-13-docling-serve-pypi') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu128' and extra == 'group-13-docling-serve-rocm') or (extra != 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-pypi' and extra == 'group-13-docling-serve-rocm')" }, ] cu124 = [ { name = "torch", version = "2.6.0+cu124", source = { registry = 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and sys_platform == 'linux'" }, + { name = "torchvision", version = "0.23.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, ] cu128 = [ - { name = "torch", version = "2.7.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, - { name = "torchvision", version = "0.22.1", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu124') or (extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu126') or (extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-cu128') or (extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-pypi') or (extra == 'group-13-docling-serve-cpu' and extra == 'group-13-docling-serve-rocm') or (extra == 'group-13-docling-serve-cu124' and extra == 'group-13-docling-serve-cu126') or (extra == 'group-13-docling-serve-cu124' and extra == 'group-13-docling-serve-cu128') or (extra == 'group-13-docling-serve-cu124' and extra == 'group-13-docling-serve-pypi') or (extra == 'group-13-docling-serve-cu124' and extra == 'group-13-docling-serve-rocm') or (extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-cu128') or (extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-pypi') or (extra == 'group-13-docling-serve-cu126' and extra == 'group-13-docling-serve-rocm') or (extra == 'group-13-docling-serve-cu128' and extra == 'group-13-docling-serve-pypi') or (extra == 'group-13-docling-serve-cu128' and extra == 'group-13-docling-serve-rocm') or (extra == 'group-13-docling-serve-pypi' and extra == 'group-13-docling-serve-rocm')" }, - { name = "torchvision", version = "0.22.1+cu128", source = { registry = 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"https://download.pytorch.org/whl/rocm6.3" }, marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "torchvision", version = "0.23.0+rocm6.3", source = { registry = "https://download.pytorch.org/whl/rocm6.3" }, marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" }, ] [package.metadata] requires-dist = [ { name = "docling", specifier = "~=2.38" }, { name = "docling-core", specifier = ">=2.44.1" }, - { name = "docling-jobkit", extras = ["kfp", "vlm"], specifier = "~=1.2" }, + { name = "docling-jobkit", extras = ["kfp", "vlm"], specifier = "~=1.3" }, { name = "docling-mcp", specifier = ">=1.0.0" }, { name = "fastapi", extras = ["standard"], specifier = "~=0.115" }, { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'flash-attn'", specifier = "~=2.8.2" }, @@ -1160,20 +1174,19 @@ dependencies = [ { name = "scipy", version = 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