From cf837239f3425d7dd2d31cf57a491d590cf75136 Mon Sep 17 00:00:00 2001 From: Philipp Schmid Date: Fri, 30 Sep 2022 12:34:26 +0000 Subject: [PATCH 1/4] added webm audio parsing --- .../serialization/base.py | 2 ++ tests/resources/audio/sample1.webm | Bin 0 -> 138300 bytes 2 files changed, 2 insertions(+) create mode 100644 tests/resources/audio/sample1.webm diff --git a/src/huggingface_inference_toolkit/serialization/base.py b/src/huggingface_inference_toolkit/serialization/base.py index 731139c4..38a4a5d8 100644 --- a/src/huggingface_inference_toolkit/serialization/base.py +++ b/src/huggingface_inference_toolkit/serialization/base.py @@ -25,6 +25,8 @@ "audio/x-wav": Audioer, "audio/ogg": Audioer, "audio/x-audio": Audioer, + "audio/webm": Audioer, + "audio/webm;codecs=opus": Audioer, } diff --git a/tests/resources/audio/sample1.webm b/tests/resources/audio/sample1.webm new file mode 100644 index 0000000000000000000000000000000000000000..b74348cca99d6017dc20d08023710e045552f4b6 GIT 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zSS=6!KF(U=|0j&Ohy8UZdoOD3WeWb8>86rxhB74y@4A=U%ia{V9&Lx{>MA>_wvsrH zR0>jvNrhMr1G;09w95W^g3mEFrsxGF$C5BPJGWh*cFpFU&aq3_d!PXT000000Un`2 z6@d=vb=%|wZFFj*DfAwJ?F}vlGq2*tX3`5)bOwK_cPgIzFUtd+Z%j#Et=23lWMZl(X z4Z{#o8zf}1WNTrP#%M;)SdP=#VQ(#12{s^JdQ#YM#Xk|T+*HW$-2+Z_fgU5LehJA2 zVZk+gJZON&u97a0O_H&QUiA7-f*#rQLQ*)Mf67PpdB`E;u7qqM;?avItmcW^P#y#f zK@Vx1*L Date: Fri, 30 Sep 2022 12:24:27 +0000 Subject: [PATCH 2/4] add content type --- src/huggingface_inference_toolkit/webservice_starlette.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/huggingface_inference_toolkit/webservice_starlette.py b/src/huggingface_inference_toolkit/webservice_starlette.py index 933534b7..76ca5478 100644 --- a/src/huggingface_inference_toolkit/webservice_starlette.py +++ b/src/huggingface_inference_toolkit/webservice_starlette.py @@ -82,10 +82,10 @@ async def predict(request): # TODO: repalce with middleware logger.info(f"POST {request.url.path} | Duration: {(perf_counter()-start_time) *1000:.2f} ms") # deserialized and resonds with json - return Response(Jsoner.serialize(pred)) + return Response(Jsoner.serialize(pred), media_type="application/json") except Exception as e: logger.error(e) - return Response(Jsoner.serialize({"error": str(e)}), status_code=400) + return Response(Jsoner.serialize({"error": str(e)}), status_code=400, media_type="application/json") app = Starlette( From b1a1ab6f47981b3567a5a170e73db783d88dda83 Mon Sep 17 00:00:00 2001 From: Philipp Schmid <32632186+philschmid@users.noreply.github.com> Date: Fri, 30 Sep 2022 14:38:49 +0200 Subject: [PATCH 3/4] Update test_utils.py --- tests/unit/test_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/unit/test_utils.py b/tests/unit/test_utils.py index 7ed732ef..b35cb734 100644 --- a/tests/unit/test_utils.py +++ b/tests/unit/test_utils.py @@ -69,7 +69,7 @@ def test_load_onnx_repository_from_hf(): # onnx model assert "model.onnx" in folder_contents # custom pipeline - assert "pipeline.py" in folder_contents + assert "handler.py" in folder_contents # revision doesn't have tokenizer assert "tokenizer_config.json" in folder_contents From 2e3e8e198a620ca45b322f7c27c42eca87cff9d3 Mon Sep 17 00:00:00 2001 From: Philipp Schmid Date: Fri, 30 Sep 2022 12:41:52 +0000 Subject: [PATCH 4/4] doc --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 852be949..75080871 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ -Hugging Face Inference Toolkit is for serving 🤗 Transformers models in containers. This library provides default pre-processing, predict and postprocessing for Transformers, Sentence Tranfsformers. It is also possible to define custom `pipeline.py` for customization. The Toolkit is build to work with the [Hugging Face Hub](https://huggingface.co/models). +Hugging Face Inference Toolkit is for serving 🤗 Transformers models in containers. This library provides default pre-processing, predict and postprocessing for Transformers, Sentence Tranfsformers. It is also possible to define custom `handler.py` for customization. The Toolkit is build to work with the [Hugging Face Hub](https://huggingface.co/models). --- ## 💻 Getting Started with Hugging Face Inference Toolkit @@ -124,24 +124,24 @@ HF_ENDPOINT="True" --- -## 🧑🏻‍💻 Custom Pipeline and dependency support +## 🧑🏻‍💻 Custom Handler and dependency support -The Hugging Face Inference Toolkit allows user to provide a custom inference through a `pipeline.py` file which is located in the repository. +The Hugging Face Inference Toolkit allows user to provide a custom inference through a `handler.py` file which is located in the repository. For an example check [https://huggingface.co/philschmid/custom-pipeline-text-classification](https://huggingface.co/philschmid/custom-pipeline-text-classification): ```bash model.tar.gz/ |- pytorch_model.bin |- .... -|- pipeline.py +|- handler.py |- requirements.txt ``` -In this example, `pytroch_model.bin` is the model file saved from training, `pipeline.py` is the custom inference pipeline, and `requirements.txt` is a requirements file to add additional dependencies. +In this example, `pytroch_model.bin` is the model file saved from training, `handler.py` is the custom inference handler, and `requirements.txt` is a requirements file to add additional dependencies. The custom module can override the following methods: ## ☑️ Supported & Tested Tasks -Below you ll find a list of supported and tested transformers and sentence transformers tasks. Each of those are always tested through integration tests. In addition to those tasks you can always provide `custom`, which expect a `pipeline.py` file to be provided. +Below you ll find a list of supported and tested transformers and sentence transformers tasks. Each of those are always tested through integration tests. In addition to those tasks you can always provide `custom`, which expect a `handler.py` file to be provided. ```bash "text-classification",