From f2fe78cce40250e621c248cd7855a3689be3d68e Mon Sep 17 00:00:00 2001 From: bbh Date: Wed, 13 Aug 2025 00:03:21 +0800 Subject: [PATCH] 'build' --- .gitignore | 7 ++++++ docker-compose.yml | 14 ++++++++++++ dockerfile | 9 ++++++++ src/models/logistic_model_0810.pkl | Bin 0 -> 160903 bytes src/models/vectorizer_0810.pkl | Bin 0 -> 185422 bytes src/service.py | 33 +++++++++++++++++++++++++++++ 6 files changed, 63 insertions(+) create mode 100644 .gitignore create mode 100644 docker-compose.yml create mode 100644 dockerfile create mode 100644 src/models/logistic_model_0810.pkl create mode 100644 src/models/vectorizer_0810.pkl create mode 100644 src/service.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..78e0cf7 --- /dev/null +++ b/.gitignore @@ -0,0 +1,7 @@ +app.egg-info +*.pyc +.mypy_cache +.coverage +htmlcov +.cache +.venv \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..6f00803 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,14 @@ +services: + bentoml-serve: + build: ./ + container_name: bentoml_serve + ports: + - "3000:3000" + networks: + - traefik-public + - default + +networks: + traefik-public: + # Allow setting it to false for testing + external: false \ No newline at end of file diff --git a/dockerfile b/dockerfile new file mode 100644 index 0000000..8600fae --- /dev/null +++ b/dockerfile @@ -0,0 +1,9 @@ +FROM python:3.10 + +WORKDIR /app/ + +COPY ./src /app/ + +RUN pip install --no-cache-dir scikit-learn bentoml -i https://mirrors.aliyun.com/pypi/simple/ + +CMD ["bentoml", "serve"] diff --git a/src/models/logistic_model_0810.pkl b/src/models/logistic_model_0810.pkl new file mode 100644 index 0000000000000000000000000000000000000000..89495c7db94dae322174ce81f8c5b84fc8be43e2 GIT binary patch literal 160903 zcmagGc{o*H^gkXll{ryKh|ClrW!Onk=1QfI%=0{j$~@0p^LWkkJWtC!g^)~5q9}w? zN`t=l^XA^~_jx|g^ZVUDI_KQ(*?XUT)?RzPUhB1Z?T@1)-uK@p?1ZDGm9f5qjj)xu 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news'] + token_text =self.model_vectorizer.transform([text]) + prediction = self.model_logistic.predict(token_text) + print(f"Prediction: {prediction}") + predict = categories[prediction[0]] + + json_response = { + "text": text, + "predict": predict + } + + return json_response + \ No newline at end of file