[InferenceClient] Automatically handle outdated task parameters (#2633)

* wip: handle outdated task params

* fix script documentation

* remove text_to_image arg deprecation for now

* Fix check task params script

* Fix docstrings

* Fix docstrings again

* Fix imports

* Improve logging

* Rename cst visitor class for clarity

---------

Co-authored-by: Lucain <[email protected]>

Author: hanouticelina

.github/workflows/python-quality.yml

@@ -42,7 +42,7 @@ jobs:
       - run: .venv/bin/python utils/check_static_imports.py
       - run: .venv/bin/python utils/generate_async_inference_client.py
       - run: .venv/bin/python utils/generate_inference_types.py
-      - run: .venv/bin/python utils/generate_task_parameters.py
+      - run: .venv/bin/python utils/check_task_parameters.py
 
       # Run type checking at least on huggingface_hub root file to check all modules
       # that can be lazy-loaded actually exist.

Makefile

@@ -23,11 +23,11 @@ style:
 
 inference_check:
 	python utils/generate_inference_types.py
-	python utils/generate_task_parameters.py
+	python utils/check_task_parameters.py
 
 inference_update:
 	python utils/generate_inference_types.py --update
-	python utils/generate_task_parameters.py --update
+	python utils/check_task_parameters.py --update
 
 
 repocard:

src/huggingface_hub/__init__.py

@@ -292,8 +292,10 @@
         "ChatCompletionInputFunctionDefinition",
         "ChatCompletionInputFunctionName",
         "ChatCompletionInputGrammarType",
+        "ChatCompletionInputGrammarTypeType",
         "ChatCompletionInputMessage",
         "ChatCompletionInputMessageChunk",
+        "ChatCompletionInputMessageChunkType",
         "ChatCompletionInputStreamOptions",
         "ChatCompletionInputToolType",
         "ChatCompletionInputURL",
@@ -322,6 +324,7 @@
         "DocumentQuestionAnsweringOutputElement",
         "DocumentQuestionAnsweringParameters",
         "FeatureExtractionInput",
+        "FeatureExtractionInputTruncationDirection",
         "FillMaskInput",
         "FillMaskOutputElement",
         "FillMaskParameters",
@@ -332,6 +335,7 @@
         "ImageSegmentationInput",
         "ImageSegmentationOutputElement",
         "ImageSegmentationParameters",
+        "ImageSegmentationSubtask",
         "ImageToImageInput",
         "ImageToImageOutput",
         "ImageToImageParameters",
@@ -354,12 +358,14 @@
         "SummarizationInput",
         "SummarizationOutput",
         "SummarizationParameters",
+        "SummarizationTruncationStrategy",
         "TableQuestionAnsweringInput",
         "TableQuestionAnsweringInputData",
         "TableQuestionAnsweringOutputElement",
         "Text2TextGenerationInput",
         "Text2TextGenerationOutput",
         "Text2TextGenerationParameters",
+        "Text2TextGenerationTruncationStrategy",
         "TextClassificationInput",
         "TextClassificationOutputElement",
         "TextClassificationOutputTransform",
@@ -370,6 +376,7 @@
         "TextGenerationOutput",
         "TextGenerationOutputBestOfSequence",
         "TextGenerationOutputDetails",
+        "TextGenerationOutputFinishReason",
         "TextGenerationOutputPrefillToken",
         "TextGenerationOutputToken",
         "TextGenerationStreamOutput",
@@ -389,13 +396,16 @@
         "TextToSpeechInput",
         "TextToSpeechOutput",
         "TextToSpeechParameters",
+        "TokenClassificationAggregationStrategy",
         "TokenClassificationInput",
         "TokenClassificationOutputElement",
         "TokenClassificationParameters",
         "ToolElement",
         "TranslationInput",
         "TranslationOutput",
         "TranslationParameters",
+        "TranslationTruncationStrategy",
+        "TypeEnum",
         "VideoClassificationInput",
         "VideoClassificationOutputElement",
         "VideoClassificationOutputTransform",
@@ -812,8 +822,10 @@ def __dir__():
         ChatCompletionInputFunctionDefinition,  # noqa: F401
         ChatCompletionInputFunctionName,  # noqa: F401
         ChatCompletionInputGrammarType,  # noqa: F401
+        ChatCompletionInputGrammarTypeType,  # noqa: F401
         ChatCompletionInputMessage,  # noqa: F401
         ChatCompletionInputMessageChunk,  # noqa: F401
+        ChatCompletionInputMessageChunkType,  # noqa: F401
         ChatCompletionInputStreamOptions,  # noqa: F401
         ChatCompletionInputToolType,  # noqa: F401
         ChatCompletionInputURL,  # noqa: F401
@@ -842,6 +854,7 @@ def __dir__():
         DocumentQuestionAnsweringOutputElement,  # noqa: F401
         DocumentQuestionAnsweringParameters,  # noqa: F401
         FeatureExtractionInput,  # noqa: F401
+        FeatureExtractionInputTruncationDirection,  # noqa: F401
         FillMaskInput,  # noqa: F401
         FillMaskOutputElement,  # noqa: F401
         FillMaskParameters,  # noqa: F401
@@ -852,6 +865,7 @@ def __dir__():
         ImageSegmentationInput,  # noqa: F401
         ImageSegmentationOutputElement,  # noqa: F401
         ImageSegmentationParameters,  # noqa: F401
+        ImageSegmentationSubtask,  # noqa: F401
         ImageToImageInput,  # noqa: F401
         ImageToImageOutput,  # noqa: F401
         ImageToImageParameters,  # noqa: F401
@@ -874,12 +888,14 @@ def __dir__():
         SummarizationInput,  # noqa: F401
         SummarizationOutput,  # noqa: F401
         SummarizationParameters,  # noqa: F401
+        SummarizationTruncationStrategy,  # noqa: F401
         TableQuestionAnsweringInput,  # noqa: F401
         TableQuestionAnsweringInputData,  # noqa: F401
         TableQuestionAnsweringOutputElement,  # noqa: F401
         Text2TextGenerationInput,  # noqa: F401
         Text2TextGenerationOutput,  # noqa: F401
         Text2TextGenerationParameters,  # noqa: F401
+        Text2TextGenerationTruncationStrategy,  # noqa: F401
         TextClassificationInput,  # noqa: F401
         TextClassificationOutputElement,  # noqa: F401
         TextClassificationOutputTransform,  # noqa: F401
@@ -890,6 +906,7 @@ def __dir__():
         TextGenerationOutput,  # noqa: F401
         TextGenerationOutputBestOfSequence,  # noqa: F401
         TextGenerationOutputDetails,  # noqa: F401
+        TextGenerationOutputFinishReason,  # noqa: F401
         TextGenerationOutputPrefillToken,  # noqa: F401
         TextGenerationOutputToken,  # noqa: F401
         TextGenerationStreamOutput,  # noqa: F401
@@ -909,13 +926,16 @@ def __dir__():
         TextToSpeechInput,  # noqa: F401
         TextToSpeechOutput,  # noqa: F401
         TextToSpeechParameters,  # noqa: F401
+        TokenClassificationAggregationStrategy,  # noqa: F401
         TokenClassificationInput,  # noqa: F401
         TokenClassificationOutputElement,  # noqa: F401
         TokenClassificationParameters,  # noqa: F401
         ToolElement,  # noqa: F401
         TranslationInput,  # noqa: F401
         TranslationOutput,  # noqa: F401
         TranslationParameters,  # noqa: F401
+        TranslationTruncationStrategy,  # noqa: F401
+        TypeEnum,  # noqa: F401
         VideoClassificationInput,  # noqa: F401
         VideoClassificationOutputElement,  # noqa: F401
         VideoClassificationOutputTransform,  # noqa: F401