diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 00000000..59c72415 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,6 @@ +.git +__pycache__ +*.pyc +*.pyo +tests/ +docs/ \ No newline at end of file diff --git a/.github/workflows/image-build.yml b/.github/workflows/image-build.yml new file mode 100644 index 00000000..0e1ebafe --- /dev/null +++ b/.github/workflows/image-build.yml @@ -0,0 +1,33 @@ +# Attempt to build (but not push) the Docker image on Pull Requests +name: Image build +on: + pull_request: + branches: + - main + paths-ignore: + - "**.md" + - "docs/**" + - "static/**" + - "LICENSE" +permissions: + contents: read +jobs: + docker-image: + name: Check docker image build + runs-on: codegate-pipeline + steps: + - name: Checkout + uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@988b5a0280414f521da01fcc63a27aeeb4b104db # v3 + - name: Test build on x86 + id: docker_build + uses: docker/build-push-action@5cd11c3a4ced054e52742c5fd54dca954e0edd85 # v5 + with: + context: . + file: ./Dockerfile + platforms: linux/amd64 + push: false # Only attempt to build, to verify the Dockerfile is working + load: true + cache-from: type=gha + cache-to: type=gha,mode=max \ No newline at end of file diff --git a/.github/workflows/image-publish.yml b/.github/workflows/image-publish.yml new file mode 100644 index 00000000..68f373a3 --- /dev/null +++ b/.github/workflows/image-publish.yml @@ -0,0 +1,75 @@ +# Post-submit and daily build and publish of the Helm chart and Docker container +# This is a separate workflow than image-build.yml because image-build.yml is +# run in the PR context, and those runs aren't allowed package:write permissions if +# the source is a fork (GitHub errors and invalidates the entire workflow if you try). + +name: Publish Docker Image +on: + push: + branches: + - main + schedule: + # Once weekly on fridays at noon + - cron: '00 12 * * 5' + # Allow for manually triggering the workflow + workflow_dispatch: +jobs: + build-image: + name: Build Docker image + runs-on: codegate-pipeline + permissions: + contents: read + packages: write + env: + BASE_REPO: "ghcr.io/stacklok" + CODEGATE_SERVER_IMAGE: "ghcr.io/stacklok/codegate" + steps: + - name: Checkout + uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4 + - name: Set up QEMU for cross-platform builds + uses: docker/setup-qemu-action@49b3bc8e6bdd4a60e6116a5414239cba5943d3cf # v3 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@988b5a0280414f521da01fcc63a27aeeb4b104db # v3 + - name: Compute version number + id: version-string + run: | + DATE="$(date +%Y%m%d)" + COMMIT="$(git rev-parse --short HEAD)" + echo "tag=0.$DATE.$GITHUB_RUN_NUMBER+ref.$COMMIT" >> "$GITHUB_OUTPUT" + - name: Login to GHCR + uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567 # v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Set container metadata + uses: docker/metadata-action@8e5442c4ef9f78752691e2d8f8d19755c6f78e81 # v5 + id: docker-metadata + with: + images: ${{ env.CODEGATE_SERVER_IMAGE }} + labels: | + org.opencontainers.image.source=${{ github.repositoryUrl }} + org.opencontainers.image.description="This is a container for the Stacklok Codegate server" + org.opencontainers.image.title="Stacklok Codegate Server" + org.opencontainers.image.vendor="Stacklok Inc." + org.opencontainers.image.version=${{ github.sha }} + flavor: | + latest=true + # Even if tags are floating, it's handy and user-friendly to have a + # matching tag for each build. This way, we can search for the digest + # and verify that it's the same as the digest in the Helm chart. + tags: | + type=raw,value=${{ steps.version-string.outputs.tag }} + - name: Build image + id: image-build + uses: docker/build-push-action@5cd11c3a4ced054e52742c5fd54dca954e0edd85 # v5 + with: + context: . + platforms: linux/amd64,linux/arm64 + push: true + file: ./Dockerfile + tags: ${{ steps.docker-metadata.outputs.tags }} + labels: ${{ steps.docker-metadata.outputs.labels }} + cache-from: type=gha + cache-to: type=gha,mode=max + \ No newline at end of file diff --git a/Dockerfile b/Dockerfile index 9a74fb4a..c820c217 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,5 +1,5 @@ # Builder stage: Install dependencies and build the application -FROM python:3.13-slim AS builder +FROM python:3.12-slim AS builder # Install system dependencies RUN apt-get update && apt-get install -y --no-install-recommends \ @@ -7,19 +7,11 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ g++ \ && rm -rf /var/lib/apt/lists/* -# Set environment variable to ensure Python modules are installed in the correct location -ENV PYTHONPATH=/app - # Install Poetry -RUN pip install poetry==1.8.4 - -# Create a non-root user and switch to it -RUN adduser --system --no-create-home codegate --uid 1000 +RUN pip install poetry==1.8.4 && rm -rf /root/.cache/pip # Set the working directory WORKDIR /app - -# Copy only the files needed for installing dependencies COPY pyproject.toml poetry.lock* /app/ # Configure Poetry and install dependencies @@ -30,7 +22,7 @@ RUN poetry config virtualenvs.create false && \ COPY . /app # Runtime stage: Create the final lightweight image -FROM python:3.13-slim AS runtime +FROM python:3.12-slim AS runtime # Install runtime system dependencies RUN apt-get update && apt-get install -y --no-install-recommends \ @@ -40,14 +32,12 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ # Create a non-root user and switch to it RUN adduser --system --no-create-home codegate --uid 1000 USER codegate +WORKDIR /app # Copy necessary artifacts from the builder stage COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages COPY --from=builder /app /app -# Set the working directory -WORKDIR /app - # Set the PYTHONPATH environment variable ENV PYTHONPATH=/app/src @@ -56,5 +46,4 @@ VOLUME ["/app/weaviate_data"] # Set the container's default entrypoint EXPOSE 8989 -#ENTRYPOINT ["python", "-m", "src.codegate.cli", "serve", "--port", "8989", "--host", "0.0.0.0"] -CMD ["python", "-m", "src.codegate.cli", "serve", "--port", "8989", "--host", "0.0.0.0"] +ENTRYPOINT ["python", "-m", "src.codegate.cli", "serve", "--port", "8989", "--host", "0.0.0.0"] \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index 6af725ab..0f0a362e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,98 +2,98 @@ [[package]] name = "aiohappyeyeballs" -version = "2.4.3" +version = "2.4.4" 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100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,6 @@ version = "0.1.0" description = "Generative AI CodeGen security gateway" readme = "README.md" authors = [] -packages = [{include = "codegate", from = "src"}] [tool.poetry.dependencies] python = ">=3.11" @@ -14,8 +13,6 @@ fastapi = ">=0.115.5" uvicorn = ">=0.32.1" weaviate = ">=0.1.2" weaviate-client = ">=4.9.3" -torch = ">=2.5.1" -transformers = ">=4.46.3" structlog = ">=24.4.0" litellm = "^1.53.2" llama_cpp_python = ">=0.3.2" diff --git a/tests/conftest.py b/tests/conftest.py index d9642974..afbb5956 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -11,7 +11,6 @@ import yaml from codegate.config import Config -from codegate.inference import LlamaCppInferenceEngine @pytest.fixture diff --git a/utils/__init__.py b/utils/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/utils/embedding_util.py b/utils/embedding_util.py deleted file mode 100644 index 4e3b0487..00000000 --- a/utils/embedding_util.py +++ /dev/null @@ -1,39 +0,0 @@ -import os -import warnings - -import torch -import torch.nn.functional as ftorch -from torch import Tensor -from transformers import AutoModel, AutoTokenizer - -# The transformers library internally is creating this warning, but does not -# impact our app. Safe to ignore. -warnings.filterwarnings(action="ignore", category=ResourceWarning) - - -# We won't have competing threads in this example app -os.environ["TOKENIZERS_PARALLELISM"] = "false" - - -# Initialize tokenizer and model for GTE-base -tokenizer = AutoTokenizer.from_pretrained("thenlper/gte-base") -model = AutoModel.from_pretrained("thenlper/gte-base") - - -def average_pool(last_hidden_states: Tensor, attention_mask: Tensor) -> Tensor: - last_hidden = last_hidden_states.masked_fill(~attention_mask[..., None].bool(), 0.0) - return last_hidden.sum(dim=1) / attention_mask.sum(dim=1)[..., None] - - -def generate_embeddings(text): - inputs = tokenizer(text, return_tensors="pt", max_length=512, truncation=True) - with torch.no_grad(): - outputs = model(**inputs) - - attention_mask = inputs["attention_mask"] - embeddings = average_pool(outputs.last_hidden_state, attention_mask) - - # (Optionally) normalize embeddings - embeddings = ftorch.normalize(embeddings, p=2, dim=1) - - return embeddings.numpy().tolist()[0]