From 2f585ef226a9b82878ffde71b070aed34577d620 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Cl=C3=A9mence=20Lesn=C3=A9?= Date: Mon, 10 Feb 2025 13:42:07 +0100 Subject: [PATCH 1/4] perf: Upgrade to Python 3.13 --- .devcontainer/devcontainer.json | 2 +- .github/workflows/pipeline.yaml | 2 +- Makefile | 2 +- app/helpers/config_models/monitoring.py | 2 +- cicd/Dockerfile | 4 +- pyproject.toml | 6 +- uv.lock | 399 +----------------------- 7 files changed, 10 insertions(+), 407 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 12b3792b..91ead7b8 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -1,6 +1,6 @@ { "name": "Development", - "image": "mcr.microsoft.com/devcontainers/python:1-3.12-bookworm", + "image": "mcr.microsoft.com/devcontainers/python:1-3.13-bookworm", "forwardPorts": [8080], "init": true, "remoteEnv": { diff --git a/.github/workflows/pipeline.yaml b/.github/workflows/pipeline.yaml index b64d04bb..fedc7cf7 100644 --- a/.github/workflows/pipeline.yaml +++ b/.github/workflows/pipeline.yaml @@ -113,7 +113,7 @@ jobs: uses: astral-sh/setup-uv@v4.2.0 with: enable-cache: true - python-version: "3.12" + python-version: "3.13" version: "0.5.x" - name: Set up Azure CLI diff --git a/Makefile b/Makefile index 8f2bc285..f579f239 100644 --- a/Makefile +++ b/Makefile @@ -55,7 +55,7 @@ brew: install: @echo "➡️ Installing venv..." - uv venv --python 3.12 --allow-existing + uv venv --python 3.13 --allow-existing $(MAKE) install-deps diff --git a/app/helpers/config_models/monitoring.py b/app/helpers/config_models/monitoring.py index dc24a5e8..a266505a 100644 --- a/app/helpers/config_models/monitoring.py +++ b/app/helpers/config_models/monitoring.py @@ -4,7 +4,7 @@ class LoggingLevelEnum(str, Enum): - # Copied from https://docs.python.org/3.12/library/logging.html#logging-levels + # Copied from https://docs.python.org/3.13/library/logging.html#logging-levels CRITICAL = "CRITICAL" DEBUG = "DEBUG" ERROR = "ERROR" diff --git a/cicd/Dockerfile b/cicd/Dockerfile index 4bf19348..d4929862 100644 --- a/cicd/Dockerfile +++ b/cicd/Dockerfile @@ -1,5 +1,5 @@ # Builder container (with UV as package manager) -FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim@sha256:aacf61c53ed988e4a32b8b4da19043fdce7a8efcc67fb21ebc4cc0ba85f335b3 AS builder +FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim@sha256:525eb0972b68435ca35014cf975e368b1a6cdd48fb0b5836866518b89863ca4c AS builder ENV UV_COMPILE_BYTECODE=1 ENV UV_LINK_MODE=copy @@ -19,7 +19,7 @@ RUN --mount=target=/root/.cache/uv,type=cache,id=uv-${TARGETPLATFORM},sharing=lo uv sync --frozen --no-dev # Output container (with only venv and app source) -FROM python:3.12-slim-bookworm@sha256:10f3aaab98db50cba827d3b33a91f39dc9ec2d02ca9b85cbc5008220d07b17f3 +FROM python:3.13-slim-bookworm@sha256:ae9f9ac89467077ed1efefb6d9042132d28134ba201b2820227d46c9effd3174 WORKDIR /app diff --git a/pyproject.toml b/pyproject.toml index 23b275c0..e296670e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ dynamic = ["version"] license = {file = "LICENSE"} name = "call-center-ai" readme = "README.md" -requires-python = ">=3.12" +requires-python = ">=3.13" dependencies = [ "aiohttp-retry~=2.9", # Retry middleware for aiohttp, used with Twilio SDK "aiohttp[speedups]~=3.10", # Async HTTP client for Azure and Twilio SDKs, plus async DNS resolver and async Brotli compression @@ -77,7 +77,7 @@ DEP002 = [ ] [tool.ruff] -target-version = "py312" +target-version = "py313" [tool.ruff.lint.isort] combine-as-imports = true @@ -86,4 +86,4 @@ combine-as-imports = true docstring-code-format = true [tool.pyright] -pythonVersion = "3.12" +pythonVersion = "3.13" diff --git a/uv.lock b/uv.lock index ba4a9bb8..3098b869 100644 --- a/uv.lock +++ b/uv.lock @@ -1,9 +1,5 @@ version = 1 -requires-python = ">=3.12" -resolution-markers = [ - 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name: Set up uv - uses: astral-sh/setup-uv@v4.2.0 + uses: astral-sh/setup-uv@v5.2.2 with: enable-cache: true python-version: "3.13" From 58d091bde2a60264b816dd63ffe2eca960945fc5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Cl=C3=A9mence=20Lesn=C3=A9?= Date: Mon, 10 Feb 2025 13:42:13 +0100 Subject: [PATCH 3/4] quality: Code lint --- app/helpers/cache.py | 2 +- app/helpers/call_utils.py | 6 +- app/helpers/llm_worker.py | 4 +- app/persistence/azure_queue_storage.py | 4 +- app/persistence/cosmos_db.py | 4 +- app/persistence/redis.py | 2 +- pyproject.toml | 108 ++++++++++++------------- 7 files changed, 64 insertions(+), 66 deletions(-) diff --git a/app/helpers/cache.py b/app/helpers/cache.py index 1bace6b6..bf174923 100644 --- a/app/helpers/cache.py +++ b/app/helpers/cache.py @@ -8,7 +8,7 @@ @asynccontextmanager -async def get_scheduler() -> AsyncGenerator[Scheduler, None]: +async def get_scheduler() -> AsyncGenerator[Scheduler]: """ Get the scheduler for async background tasks. diff --git a/app/helpers/call_utils.py b/app/helpers/call_utils.py index 77a8face..c2b568da 100644 --- a/app/helpers/call_utils.py +++ b/app/helpers/call_utils.py @@ -115,7 +115,7 @@ class ContextEnum(str, Enum): def tts_sentence_split( text: str, include_last: bool -) -> Generator[tuple[str, int], None, None]: +) -> Generator[tuple[str, int]]: """ Split a text into sentences. @@ -509,7 +509,7 @@ def _context_serializer(contexts: set[ContextEnum | None] | None) -> str | None: @contextmanager -def _detect_hangup() -> Generator[None, None, None]: +def _detect_hangup() -> Generator[None]: """ Catch a call hangup and raise a `CallHangupException` instead of the Call Automation SDK exceptions. """ @@ -542,7 +542,7 @@ async def _use_call_client( async def use_tts_client( call: CallStateModel, out: asyncio.Queue[bytes], -) -> AsyncGenerator[SpeechSynthesizer, None]: +) -> AsyncGenerator[SpeechSynthesizer]: """ Use a text-to-speech client for a call. diff --git a/app/helpers/llm_worker.py b/app/helpers/llm_worker.py index 3d7e9470..86a8a570 100644 --- a/app/helpers/llm_worker.py +++ b/app/helpers/llm_worker.py @@ -68,7 +68,7 @@ async def completion_stream( messages: list[MessageModel], system: list[SystemMessage], tools: list[ChatCompletionsToolDefinition] = [], -) -> AsyncGenerator[StreamingChatResponseMessageUpdate, None]: +) -> AsyncGenerator[StreamingChatResponseMessageUpdate]: """ Returns a stream of completions. @@ -124,7 +124,7 @@ async def _completion_stream_worker( messages: list[MessageModel], system: list[SystemMessage], tools: list[ChatCompletionsToolDefinition] = [], -) -> AsyncGenerator[StreamingChatResponseMessageUpdate, None]: +) -> AsyncGenerator[StreamingChatResponseMessageUpdate]: """ Returns a stream of completions. """ diff --git a/app/persistence/azure_queue_storage.py b/app/persistence/azure_queue_storage.py index acac18ea..98e82615 100644 --- a/app/persistence/azure_queue_storage.py +++ b/app/persistence/azure_queue_storage.py @@ -63,7 +63,7 @@ async def receive_messages( self, max_messages: int, visibility_timeout: int, - ) -> AsyncGenerator[Message, None]: + ) -> AsyncGenerator[Message]: async with self._use_client() as client: messages = client.receive_messages( max_messages=max_messages, @@ -175,7 +175,7 @@ async def _use_service_client(self) -> QueueServiceClient: ) @asynccontextmanager - async def _use_client(self) -> AsyncGenerator[QueueClient, None]: + async def _use_client(self) -> AsyncGenerator[QueueClient]: """ Generate a queue client. """ diff --git a/app/persistence/cosmos_db.py b/app/persistence/cosmos_db.py index 191854af..9c637ddd 100644 --- a/app/persistence/cosmos_db.py +++ b/app/persistence/cosmos_db.py @@ -130,7 +130,7 @@ async def call_transac( self, call: CallStateModel, scheduler: Scheduler, - ) -> AsyncGenerator[None, None]: + ) -> AsyncGenerator[None]: # Copy and yield the updated object init_data = call.model_dump(mode="json", exclude_none=True) yield @@ -397,7 +397,7 @@ async def _use_service_client(self) -> CosmosClient: ) @asynccontextmanager - async def _use_client(self) -> AsyncGenerator[ContainerProxy, None]: + async def _use_client(self) -> AsyncGenerator[ContainerProxy]: """ Generate the container client. """ diff --git a/app/persistence/redis.py b/app/persistence/redis.py index ef35997b..070f1ae0 100644 --- a/app/persistence/redis.py +++ b/app/persistence/redis.py @@ -144,7 +144,7 @@ async def _use_connection_pool(self) -> ConnectionPool: ) @asynccontextmanager - async def _use_client(self) -> AsyncGenerator[Redis, None]: + async def _use_client(self) -> AsyncGenerator[Redis]: """ Return a Redis connection. """ diff --git a/pyproject.toml b/pyproject.toml index e296670e..8ee7e1ea 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,71 +1,69 @@ [project] description = "AI-powered call center solution with Azure and OpenAI GPT." dynamic = ["version"] -license = {file = "LICENSE"} +license = { file = "LICENSE" } name = "call-center-ai" readme = "README.md" requires-python = ">=3.13" dependencies = [ - "aiohttp-retry~=2.9", # Retry middleware for aiohttp, used with Twilio SDK - "aiohttp[speedups]~=3.10", # Async HTTP client for Azure and Twilio SDKs, plus async DNS resolver and async Brotli compression - "aiojobs~=1.3", # Async job scheduler - "azure-ai-inference[opentelemetry]~=1.0.0a0", # Azure AI Foundry LLM inference - "azure-ai-translation-text~=1.0", # Azure Cognitive Services Text Translation - "azure-appconfiguration~=1.7", # Outsourced configuration for live updates - "azure-cognitiveservices-speech~=1.41", # Azure AI Speech - "azure-communication-callautomation~=1.4.0a0", # Azure Communication Services Call Automation - "azure-communication-sms~=1.1", # Azure Communication Services SMS - "azure-cosmos~=4.7", # Azure Cosmos DB - "azure-eventgrid~=4.20", # Azure Event Grid - "azure-identity~=1.19", # Azure identity library - "azure-monitor-opentelemetry~=1.6", # Azure Monitor OpenTelemetry - "azure-search-documents~=11.6.0a0", # Azure AI Search - "azure-storage-queue~=12.12", # Azure Storage Queue - "django-htmlmin~=0.11", # Minify HTML - "fastapi~=0.115", # Web framework - "gunicorn~=23.0", # Application server - "jinja2~=3.1", # Template engine, used for prompts and web views - "json-repair~=0.30", # Repair JSON files from LLM - "mistune~=3.0", # Markdown parser for web views - "noisereduce~=3.0", # Noise reduction - "opentelemetry-instrumentation-aiohttp-client~=0.0a0", # OpenTelemetry instrumentation for aiohttp client - "opentelemetry-instrumentation-redis~=0.0a0", # OpenTelemetry instrumentation for Redis - "opentelemetry-semantic-conventions~=0.0a0", # OpenTelemetry conventions, to standardize telemetry data - "phonenumbers~=8.13", # Phone number parsing and formatting, used with Pydantic - "pydantic-extra-types~=2.9", # Extra types for Pydantic - "pydantic-settings~=2.6", # Application configuration management with Pydantic - "pydantic[email]~=2.9", # Data serialization and validation, plus email validation - "pyjwt~=2.9", # Secure inbound calls from Communication Services - "python-dotenv~=1.0", # Load environment variables from .env file - "python-multipart==0.*", # Form parsing - "pytz~=2024.0", # Time zone handling - "pyyaml~=6.0", # YAML parser - "redis~=5.2", # Redis client - "structlog~=24.4", # Pretty logging - "tenacity~=8.2", # Async retrying library - "tiktoken~=0.8", # Tokenization library for OpenAI models - "twilio~=9.3", # Twilio SDK, used for SMS - "typing-extensions~=4.12", # Typing extensions for Python 3.6+ - "uvicorn[standard]~=0.32", # Application middleware + "aiohttp-retry~=2.9", # Retry middleware for aiohttp, used with Twilio SDK + "aiohttp[speedups]~=3.10", # Async HTTP client for Azure and Twilio SDKs, plus async DNS resolver and async Brotli compression + "aiojobs~=1.3", # Async job scheduler + "azure-ai-inference[opentelemetry]~=1.0.0a0", # Azure AI Foundry LLM inference + "azure-ai-translation-text~=1.0", # Azure Cognitive Services Text Translation + "azure-appconfiguration~=1.7", # Outsourced configuration for live updates + "azure-cognitiveservices-speech~=1.41", # Azure AI Speech + "azure-communication-callautomation~=1.4.0a0", # Azure Communication Services Call Automation + "azure-communication-sms~=1.1", # Azure Communication Services SMS + "azure-cosmos~=4.7", # Azure Cosmos DB + "azure-eventgrid~=4.20", # Azure Event Grid + "azure-identity~=1.19", # Azure identity library + "azure-monitor-opentelemetry~=1.6", # Azure Monitor OpenTelemetry + "azure-search-documents~=11.6.0a0", # Azure AI Search + "azure-storage-queue~=12.12", # Azure Storage Queue + "django-htmlmin~=0.11", # Minify HTML + "fastapi~=0.115", # Web framework + "gunicorn~=23.0", # Application server + "jinja2~=3.1", # Template engine, used for prompts and web views + "json-repair~=0.30", # Repair JSON files from LLM + "mistune~=3.0", # Markdown parser for web views + "noisereduce~=3.0", # Noise reduction + "opentelemetry-instrumentation-aiohttp-client~=0.0a0", # OpenTelemetry instrumentation for aiohttp client + "opentelemetry-instrumentation-redis~=0.0a0", # OpenTelemetry instrumentation for Redis + "opentelemetry-semantic-conventions~=0.0a0", # OpenTelemetry conventions, to standardize telemetry data + "phonenumbers~=8.13", # Phone number parsing and formatting, used with Pydantic + "pydantic-extra-types~=2.9", # Extra types for Pydantic + "pydantic-settings~=2.6", # Application configuration management with Pydantic + "pydantic[email]~=2.9", # Data serialization and validation, plus email validation + "pyjwt~=2.9", # Secure inbound calls from Communication Services + "python-dotenv~=1.0", # Load environment variables from .env file + "python-multipart==0.*", # Form parsing + "pytz~=2024.0", # Time zone handling + "pyyaml~=6.0", # YAML parser + "redis~=5.2", # Redis client + "structlog~=24.4", # Pretty logging + "tenacity~=8.2", # Async retrying library + "tiktoken~=0.8", # Tokenization library for OpenAI models + "twilio~=9.3", # Twilio SDK, used for SMS + "typing-extensions~=4.12", # Typing extensions for Python 3.6+ + "uvicorn[standard]~=0.32", # Application middleware ] [project.optional-dependencies] dev = [ - "deepeval~=0.21", # LLM model evaluation - "deptry~=0.20", # Dependency tree testing - "pyright~=1.1", # Static type checker - "pytest-assume~=2.4", # Pytest plugin for conditional tests - "pytest-asyncio~=0.24", # Pytest plugin for async tests - "pytest-repeat~=0.9", # Pytest plugin for repeating tests - "pytest-xdist[psutil]~=3.6", # Pytest plugin for parallel testing - "pytest~=8.3", # Testing framework - "ruff~=0.7", # Linter + "deepeval~=0.21", # LLM model evaluation + "deptry~=0.20", # Dependency tree testing + "pyright~=1.1", # Static type checker + "pytest-assume~=2.4", # Pytest plugin for conditional tests + "pytest-asyncio~=0.24", # Pytest plugin for async tests + "pytest-repeat~=0.9", # Pytest plugin for repeating tests + "pytest-xdist[psutil]~=3.6", # Pytest plugin for parallel testing + "pytest~=8.3", # Testing framework + "ruff~=0.7", # Linter ] [tool.setuptools] -py-modules = [ - "app", -] +py-modules = ["app"] [tool.deptry] ignore_notebooks = true @@ -73,7 +71,7 @@ pep621_dev_dependency_groups = ["dev"] [tool.deptry.per_rule_ignores] DEP002 = [ - "aiodns", # Resolver is required for the AIOHTTP AsyncResolver TCP resolver + "aiodns", # Resolver is required for the AIOHTTP AsyncResolver TCP resolver ] [tool.ruff] From 5fe33e5f696dac9f7fdbf19370a949dc847284c7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Cl=C3=A9mence=20Lesn=C3=A9?= Date: Mon, 10 Feb 2025 13:53:04 +0100 Subject: [PATCH 4/4] dev: Enhance container build cache --- cicd/Dockerfile | 31 +++++++++++++++++-------------- 1 file changed, 17 insertions(+), 14 deletions(-) diff --git a/cicd/Dockerfile b/cicd/Dockerfile index d4929862..cebf8b4c 100644 --- a/cicd/Dockerfile +++ b/cicd/Dockerfile @@ -1,33 +1,36 @@ # Builder container (with UV as package manager) -FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim@sha256:525eb0972b68435ca35014cf975e368b1a6cdd48fb0b5836866518b89863ca4c AS builder +FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim@sha256:525eb0972b68435ca35014cf975e368b1a6cdd48fb0b5836866518b89863ca4c AS build -ENV UV_COMPILE_BYTECODE=1 -ENV UV_LINK_MODE=copy - -RUN rm -f /etc/apt/apt.conf.d/docker-clean \ - && echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache +# UV build dependencies RUN --mount=target=/var/lib/apt/lists,type=cache,id=apt-lists-${TARGETPLATFORM},sharing=locked \ - apt-get update -q \ - && apt-get install -y -q --no-install-recommends \ + apt-get update \ + && apt-get install -y --no-install-recommends \ build-essential +# Copy project definitions WORKDIR /app +COPY pyproject.toml uv.lock ./ -COPY . . - +# Install Python dependencies +ENV UV_COMPILE_BYTECODE=1 +ENV UV_LINK_MODE=copy RUN --mount=target=/root/.cache/uv,type=cache,id=uv-${TARGETPLATFORM},sharing=locked \ uv sync --frozen --no-dev # Output container (with only venv and app source) FROM python:3.13-slim-bookworm@sha256:ae9f9ac89467077ed1efefb6d9042132d28134ba201b2820227d46c9effd3174 +# Set default dir WORKDIR /app -ENV PATH=/app/.venv/bin:$PATH - -COPY --from=builder --chown=app:app /app . +# Copy sources and venv +COPY . . +COPY --from=build /app/.venv /app/.venv +ENV PATH="/app/.venv/bin:${PATH}" +# Allow app to know its version ARG VERSION ENV VERSION=${VERSION} -CMD ["bash", "-c", "gunicorn app.main:api --bind 0.0.0.0:8080 --graceful-timeout 60 --proxy-protocol --timeout 60 --worker-class uvicorn.workers.UvicornWorker --workers 4"] +# Starting the backend +CMD gunicorn app.main:api --bind 0.0.0.0:8080 --graceful-timeout 60 --proxy-protocol --timeout 60 --worker-class uvicorn.workers.UvicornWorker --workers 4