Commit9704582

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use requirements.txt (#613)

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`@@ -27,7 +27,7 @@ jobs:`
`27`	`27`	`pkg-config \`
`28`	`28`	`python3-pip \`
`29`	`29`	`python3`
`30`		`- sudo pip3 installxgboost lightgbm scikit-learn`
	`30`	`+ sudo pip3 install-r requirements.txt`
`31`	`31`	`-name:Cache dependencies`
`32`	`32`	`uses:actions/cache@v3`
`33`	`33`	`with:`

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`@@ -49,7 +49,7 @@ The development environment for each differs slightly, but overall we use Python`
`49`	`49`	`With Python 3.7+ installed, install the package dependencies`
`50`	`50`
`51`	`51`	```commandline
`52`		`- sudo pip3 installxgboost lightgbm scikit-learn`
	`52`	`+ sudo pip3 install-r pgml-extension/requirements.txt`
`53`	`53`	```
`54`	`54`
`55`	`55`	`5. Clone our git repository:`

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`@@ -32,7 +32,6 @@ RUN apt update && apt-fast install -y \`
`32`	`32`	`python3-pip \`
`33`	`33`	`libpython3.10-dev \`
`34`	`34`	`python3.10-dev`
`35`		`-RUN pip3 install xgboost scikit-learn torch lightgbm transformers datasets sentence_transformers`
`36`	`35`	`RUN useradd postgresml -m -s /bin/bash -G sudo`
`37`	`36`	`RUN echo'postgresml ALL=(ALL) NOPASSWD: ALL' >> /etc/sudoers`
`38`	`37`	`USER postgresml`
`@@ -45,3 +44,4 @@ RUN sudo apt update`
`45`	`44`	`RUN sudo apt-get install -y postgresql-15 postgresql-13 postgresql-12 postgresql-11`
`46`	`45`	`RUN sudo apt install -y postgresql-server-dev-15 postgresql-server-dev-15 postgresql-server-dev-12 postgresql-server-dev-11`
`47`	`46`	`WORKDIR /app`
	`47`	`+RUN pip3 install -r requirements.txt`

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`@@ -11,10 +11,9 @@ RUN cat /etc/apt/sources.list`
`11`	`11`	`RUN apt-get update && apt-get install -y postgresql-pgml-14`
`12`	`12`
`13`	`13`	`# Cache this, quicker`
`14`		`-RUN pip3 install xgboost scikit-learn diptest torch lightgbm transformers datasets sentencepiece sentence_transformers sacremoses sacrebleu rouge`
`15`		`-`
`16`	`14`	`COPY --chown=postgres:postgres . /app`
`17`	`15`	`WORKDIR /app`
	`16`	`+RUN pip3 install -r requirements.txt`
`18`	`17`
`19`	`18`	`# Listen on 0.0.0.0 and allow 'root' to connect without a password.`
`20`	`19`	`# Please modify for production deployments accordingly.`

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