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feat(): docker for backend and ml

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This commit is contained in:
gitgernit
2025-11-22 13:57:31 +03:00
parent 099fecc218
commit 00af067f4d
8 changed files with 209 additions and 153 deletions
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Containerfile
+61 -29
View File
@@ -1,9 +1,14 @@
# syntax=docker/dockerfile:1.20
ARG PY_IMAGE=python:3.13-alpine3.22
ARG PY_IMAGE=python:3.12-slim
# Stage 1: Builder
FROM ${PY_IMAGE} AS builder
# Stage 1: Base Builder
FROM ${PY_IMAGE} AS base-builder
RUN apt-get update && \
apt-get install -y --no-install-recommends \
curl git \
&& rm -rf /var/lib/apt/lists/*
COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
@@ -18,11 +23,28 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
COPY pyproject.toml uv.lock ./
RUN uv sync --frozen --no-dev --no-cache
# Stage 2: Backend Builder
FROM base-builder AS backend-builder
COPY ./src ./src
RUN uv sync --frozen --no-dev --no-cache --group backend
# Stage 3: ML Builder
FROM base-builder AS ml-builder
COPY ./src ./src
RUN uv sync --frozen --no-dev --no-cache --group ml
# Stage 2: Runtime
FROM ${PY_IMAGE} AS runtime
# Stage 4: Backend Runtime
FROM ${PY_IMAGE} AS backend
RUN apt-get update && \
apt-get install -y --no-install-recommends \
curl \
&& rm -rf /var/lib/apt/lists/*
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
@@ -32,28 +54,22 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
WORKDIR /app
RUN apk add --no-cache --virtual .runtime-deps \
curl && \
rm -rf /var/cache/apk/*
COPY --from=backend-builder /opt/venv /opt/venv
RUN adduser -D -g '' app && chown -R app:app /app
USER app
COPY --from=builder --chown=app:app /opt/venv /opt/venv
COPY --chown=app:app ./src/ ./
COPY ./src/ ./
EXPOSE 8080
HEALTHCHECK --interval=30s --timeout=5s --start-period=5s --retries=3 \
CMD curl -fsS http://localhost:8080/healthcheck || exit 1
CMD [ "web_api_cli", "/app/config.toml" ]
CMD [ "/opt/venv/bin/web_api_cli", "/app/config.toml" ]
# Stage 3: Testing
FROM builder AS tests
# Stage 5: ML Runtime
FROM ${PY_IMAGE} AS ml
RUN apt-get update && \
apt-get install -y --no-install-recommends \
curl \
&& rm -rf /var/lib/apt/lists/*
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
@@ -63,21 +79,39 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
WORKDIR /app
RUN uv sync --no-install-project --group tests --frozen --no-cache
COPY --from=ml-builder /opt/venv /opt/venv
COPY ./src/ ./
EXPOSE 8081
CMD [ "/opt/venv/bin/ml_api_cli", "/app/config.toml" ]
# Stage 6: Testing
FROM base-builder AS tests
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PYTHONOPTIMIZE=2 \
PATH="/opt/venv/bin:$PATH" \
PYTHONPATH="/app:$PYTHONPATH"
WORKDIR /app
COPY ./src ./src
COPY ./tests ./tests
RUN uv pip install -e .
RUN uv sync --group tests --frozen --no-cache
RUN mkdir -p /app/cov && mkdir /app/cov/html
CMD [ "sh", "-c", "coverage run --source=src -m pytest -v && coverage report > /app/cov/coverage.txt && coverage xml -o /app/cov/coverage.xml && coverage html -d /app/cov/html" ]
# Stage 4: Migrations
FROM builder AS migrations
# Stage 7: Migrations
FROM base-builder AS migrations
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
@@ -89,14 +123,12 @@ WORKDIR /app
RUN mkdir -p ./src/template_project
RUN uv sync --no-install-project --group migrations --frozen --no-cache
COPY ./src ./src
COPY ./tests ./tests
COPY ./alembic.ini ./
RUN uv pip install -e .
RUN uv sync --group migrations --frozen --no-cache
CMD [ "alembic", "upgrade", "head" ]
compose.prod.yaml
+3
View File
@@ -2,6 +2,9 @@ services:
backend:
image: "${REGISTRY_PREFIX}/backend:${IMAGE_TAG}"
ml:
image: "${REGISTRY_PREFIX}/ml:${IMAGE_TAG}"
tests:
image: "${REGISTRY_PREFIX}/backend-tests:${IMAGE_TAG}"
compose.yaml
+37 -1
View File
@@ -5,7 +5,7 @@ services:
build:
context: .
dockerfile: Containerfile
target: runtime
target: backend
tags:
- template-project-backend:latest
pull: true
@@ -59,6 +59,40 @@ services:
bind:
selinux: z
ml:
build:
context: .
dockerfile: Containerfile
target: ml
tags:
- template-project-ml:latest
pull: true
healthcheck:
test: [ "CMD", "curl", "-fsS", "http://localhost:8081/healthcheck" ]
interval: 5s
timeout: 4s
start_period: 5s
start_interval: 2s
retries: 5
networks:
- default
ports:
- name: web
target: 8081
published: 13562
host_ip: 127.0.0.1
protocol: tcp
app_protocol: http
restart: unless-stopped
shm_size: 4mb
volumes:
- type: bind
source: ./infrastructure/configs/ml/config.toml
target: /app/config.toml
read_only: true
bind:
selinux: z
tests:
build:
context: .
@@ -187,6 +221,8 @@ services:
- type: volume
source: postgres_data
target: /var/lib/postgresql/data
ports:
- "5432:5432"
pgadmin:
image: docker.io/dpage/pgadmin4:9
infrastructure/configs/ml/.env.template
+1
View File
@@ -0,0 +1 @@
CONFIGURATION_PATH=/app/config.toml
pyproject.toml
+5
View File
@@ -70,6 +70,11 @@ filterwarnings = [
asyncio_default_test_loop_scope = "session"
asyncio_default_fixture_loop_scope = "session"
[tool.uv]
required-environments = [
"sys_platform == 'linux' and platform_machine == 'x86_64'"
]
[[tool.uv.index]]
name = "pytorch"
url = "https://download.pytorch.org/whl/cpu"
src/template_project/ml/entry_point.py
+2 -1
View File
@@ -14,7 +14,7 @@ from fastapi.middleware.cors import CORSMiddleware
from template_project.ml.configuration import load_configuration
from template_project.ml.ioc.make import make_ioc
from template_project.ml.routes import embedding
from template_project.ml.routes import embedding, healthcheck
LOG_CONFIG: Final = {
"version": 1,
@@ -54,6 +54,7 @@ def make_asgi_application(
allow_methods=["*"],
allow_headers=["*"],
)
app.include_router(healthcheck.router)
app.include_router(embedding.router)
setup_dishka(container=ioc, app=app)
src/template_project/ml/routes/healthcheck.py
+23
View File
@@ -0,0 +1,23 @@
from dishka.integrations.fastapi import DishkaRoute
from fastapi import APIRouter
from pydantic import BaseModel, Field
router = APIRouter(route_class=DishkaRoute, tags=["Health"])
class HealthcheckResponse(BaseModel):
ok: bool = Field(description="Service health status")
model_config = {"json_schema_extra": {"example": {"ok": True}}}
@router.get(
"/healthcheck",
summary="Health check",
description="Check if the service is running and healthy",
responses={
200: {"description": "Service is healthy", "model": HealthcheckResponse},
},
)
async def healthcheck() -> HealthcheckResponse:
return HealthcheckResponse(ok=True)
uv.lock
Generated
+77 -122
View File
@@ -3,12 +3,16 @@ revision = 3
requires-python = ">=3.12"
resolution-markers = [
"python_full_version >= '3.14' and sys_platform != 'darwin'",
"python_full_version >= '3.14' and sys_platform == 'darwin'",
"python_full_version == '3.13.*' and sys_platform != 'darwin'",
"(python_full_version < '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.13' and platform_python_implementation != 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux'",
"python_full_version >= '3.14' and sys_platform == 'darwin'",
"python_full_version == '3.13.*' and sys_platform == 'darwin'",
"python_full_version < '3.13' and sys_platform != 'darwin'",
"python_full_version < '3.13' and sys_platform == 'darwin'",
]
required-markers = [
"platform_machine == 'x86_64' and sys_platform == 'linux'",
]
[[package]]
name = "adaptix"
@@ -986,34 +990,31 @@ wheels = [
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{ name = "torch", version = "2.9.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
{ name = "torch", version = "2.9.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
{ name = "torch", version = "2.2.2", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "torch", version = "2.2.2+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
tests = [
{ name = "coverage" },
@@ -2596,66 +2569,48 @@ wheels = [
[[package]]
name = "torch"
version = "2.9.1"
version = "2.2.2"
source = { registry = "https://download.pytorch.org/whl/cpu" }
resolution-markers = [
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"python_full_version == '3.13.*' and sys_platform == 'darwin'",
"python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux'",
"python_full_version < '3.13' and sys_platform == 'darwin'",
]
dependencies = [
{ name = "filelock", marker = "sys_platform == 'darwin'" },
{ name = "fsspec", marker = "sys_platform == 'darwin'" },
{ name = "jinja2", marker = "sys_platform == 'darwin'" },
{ name = "networkx", marker = "sys_platform == 'darwin'" },
{ name = "setuptools", marker = "sys_platform == 'darwin'" },
{ name = "sympy", marker = "sys_platform == 'darwin'" },
{ name = "typing-extensions", marker = "sys_platform == 'darwin'" },
{ name = "filelock", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "fsspec", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "jinja2", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "networkx", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "sympy", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
{ name = "typing-extensions", marker = "(python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'darwin')" },
]
wheels = [
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{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1-cp313-cp313t-macosx_11_0_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1-cp313-none-macosx_11_0_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1-cp314-cp314-macosx_11_0_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1-cp314-cp314t-macosx_11_0_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.2.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:988f2f21b5098700852025ad8ea1f107fb86d146a5a5e278df7a7dd2e42a3b49" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.2.2-cp312-none-macosx_10_9_x86_64.whl", hash = "sha256:49508cb377ac965185a5c94e18a7719ad386a35e6f0a5f999f542f6e80f3c5ec" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.2.2-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:4a1323c7d02b916bd3eba9f34b5dd6c63b265c2d086f9ad5f65033395068a6ae" },
]
[[package]]
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version = "2.2.2+cpu"
source = { registry = "https://download.pytorch.org/whl/cpu" }
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"python_full_version < '3.13' and sys_platform != 'darwin'",
"(python_full_version < '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.13' and platform_python_implementation != 'CPython' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.14' and sys_platform == 'darwin'",
"python_full_version == '3.13.*' and sys_platform == 'darwin'",
]
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{ name = "fsspec", marker = "sys_platform != 'darwin'" },
{ name = "jinja2", marker = "sys_platform != 'darwin'" },
{ name = "networkx", marker = "sys_platform != 'darwin'" },
{ name = "setuptools", marker = "sys_platform != 'darwin'" },
{ name = "sympy", marker = "sys_platform != 'darwin'" },
{ name = "typing-extensions", marker = "sys_platform != 'darwin'" },
{ name = "filelock", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "fsspec", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "jinja2", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "networkx", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "sympy", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "typing-extensions", marker = "(python_full_version >= '3.13' and sys_platform == 'darwin') or (python_full_version >= '3.13' and sys_platform == 'linux') or (platform_machine != 'aarch64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
wheels = [
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{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp312-cp312-manylinux_2_28_x86_64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp312-cp312-win_amd64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp312-cp312-win_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313-win_amd64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313-win_arm64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp313-cp313t-win_amd64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp314-cp314-win_amd64.whl" },
{ url = "https://download.pytorch.org/whl/cpu/torch-2.9.1%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl" },
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[[package]]