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4 changed files with 1 additions and 40 deletions

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name: Build website container
on:
push:
branches:
- main
jobs:
build:
name: Build image
runs-on: ubuntu-latest
container: ghcr.io/catthehacker/ubuntu:act-latest
env:
IMAGE_NAME: mlflow
REGISTRY: git.namesny.com
REPO_OWNER: cluster
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Login to Registry
uses: docker/login-action@v3
with:
registry: git.namesny.com
username: ${{ gitea.actor }}
password: ${{ secrets.REGISTRY_TOKEN }}
- name: Build and push
run: |
VERSION=$(cat requirements.txt | grep mlflow | cut -d'=' -f3)
docker build -t ${REGISTRY}/${REPO_OWNER}/${IMAGE_NAME}:${VERSION} -t ${REGISTRY}/${REPO_OWNER}/${IMAGE_NAME}:latest .
docker push ${REGISTRY}/${REPO_OWNER}/${IMAGE_NAME}:${VERSION}
docker push ${REGISTRY}/${REPO_OWNER}/${IMAGE_NAME}:latest

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FROM python:3.10-slim
COPY requirements.txt .
RUN pip install -r requirements.txt
EXPOSE 5000
ENTRYPOINT ["mlflow", "server"]

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# Mlflow
# mlflow
Mlflow Docker container with support for postgres and s3 storage

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mlflow==2.7.0
psycopg2-binary==2.9.9
boto3==1.33.3