Demo20240918p4

.dockerignore

@@ -1,9 +1,9 @@
-jupyter_notebooks*
-*/env*
-*/venv*
-.circleci*
-packages/regression_model
-*.env
-*.log
-.git
+jupyter_notebooks*
+*/env*
+*/venv*
+.circleci*
+packages/regression_model
+*.env
+*.log
+.git
 .gitignore

.gitignore

@@ -1,140 +1,140 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-.hypothesis/
-.pytest_cache/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# pyenv
-.python-version
-
-# celery beat schedule file
-celerybeat-schedule
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-.venv
-env/
-env39/
-env311/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-
-# pycharm
-.idea/
-
-# datafiles
-packages/regression_model/regression_model/datasets/*.csv
-packages/regression_model/regression_model/datasets/*.zip
-packages/regression_model/regression_model/datasets/*.txt
-train.csv
-test.csv
-raw.csv
-data_description.txt
-house-prices-advanced-regression-techniques.zip
-sample_submission.csv
-test_data_predictions.csv
-v2-plant-seedlings-dataset/
-v2-plant-seedlings-dataset.zip
-
-# all logs
-logs/
-
-# trained models (will be created in CI)
-section-05-production-model-package/regression_model/trained_models/*.pkl
-packages/regression_model/regression_model/trained_models/*.pkl
-packages/neural_network_model/neural_network_model/trained_models/*.pkl
-packages/neural_network_model/neural_network_model/trained_models/*.h5
-*.h5
-packages/neural_network_model/neural_network_model/datasets/training_data_reference.txt
-*.pkl
-
-.DS_Store
-
-kaggle.json
-packages/ml_api/uploads/*
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+env39/
+env311/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+
+# pycharm
+.idea/
+
+# datafiles
+packages/regression_model/regression_model/datasets/*.csv
+packages/regression_model/regression_model/datasets/*.zip
+packages/regression_model/regression_model/datasets/*.txt
+train.csv
+test.csv
+raw.csv
+data_description.txt
+house-prices-advanced-regression-techniques.zip
+sample_submission.csv
+test_data_predictions.csv
+v2-plant-seedlings-dataset/
+v2-plant-seedlings-dataset.zip
+
+# all logs
+logs/
+
+# trained models (will be created in CI)
+section-05-production-model-package/regression_model/trained_models/*.pkl
+packages/regression_model/regression_model/trained_models/*.pkl
+packages/neural_network_model/neural_network_model/trained_models/*.pkl
+packages/neural_network_model/neural_network_model/trained_models/*.h5
+*.h5
+packages/neural_network_model/neural_network_model/datasets/training_data_reference.txt
+*.pkl
+
+.DS_Store
+
+kaggle.json
+packages/ml_api/uploads/*

Dockerfile

@@ -1,23 +1,23 @@
-FROM python:3.6.4
-
-# Create the user that will run the app
-RUN adduser --disabled-password --gecos '' ml-api-user
-
-WORKDIR /opt/ml_api
-
-ARG PIP_EXTRA_INDEX_URL
-ENV FLASK_APP run.py
-
-# Install requirements, including from Gemfury
-ADD ./packages/ml_api /opt/ml_api/
-RUN pip install --upgrade pip
-RUN pip install -r /opt/ml_api/requirements.txt
-
-RUN chmod +x /opt/ml_api/run.sh
-RUN chown -R ml-api-user:ml-api-user ./
-
-USER ml-api-user
-
-EXPOSE 5000
-
+FROM python:3.6.4
+
+# Create the user that will run the app
+RUN adduser --disabled-password --gecos '' ml-api-user
+
+WORKDIR /opt/ml_api
+
+ARG PIP_EXTRA_INDEX_URL
+ENV FLASK_APP run.py
+
+# Install requirements, including from Gemfury
+ADD ./packages/ml_api /opt/ml_api/
+RUN pip install --upgrade pip
+RUN pip install -r /opt/ml_api/requirements.txt
+
+RUN chmod +x /opt/ml_api/run.sh
+RUN chown -R ml-api-user:ml-api-user ./
+
+USER ml-api-user
+
+EXPOSE 5000
+
 CMD ["bash", "./run.sh"]