diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 000000000..ec46935c3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,10 @@ +# Default: normalize line endings to LF on commit +* text=auto eol=lf + +# Shell scripts must always be LF +*.sh text eol=lf + +# Windows-only files can keep CRLF +*.bat text eol=crlf +*.cmd text eol=crlf +*.ps1 text eol=crlf diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7e6f3bb80..0288505ac 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -19,14 +19,32 @@ repos: language: system files: ^backend/.*\.py$ pass_filenames: false + - id: agent-ruff-check + name: agent ruff check + entry: sh -c 'cd agent && uv run ruff check --fix' + language: system + files: ^agent/.*\.py$ + pass_filenames: false + - id: agent-ruff-format + name: agent ruff format + entry: sh -c 'cd agent && uv run ruff format' + language: system + files: ^agent/.*\.py$ + pass_filenames: false + - id: agent-ty + name: agent ty check + entry: sh -c 'cd agent && uv run ty check .' + language: system + files: ^agent/.*\.py$ + pass_filenames: false - repo: https://github.com/pre-commit/pre-commit-hooks rev: v6.0.0 hooks: - id: trailing-whitespace - files: ^(backend|mcp)/ + files: ^(backend|agent|mcp)/ - id: end-of-file-fixer - files: ^(backend|mcp)/ + files: ^(backend|agent|mcp)/ - id: check-merge-conflict args: [--assume-in-merge] - files: ^(backend|mcp)/ \ No newline at end of file + files: ^(backend|agent|mcp)/ \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json index deec3fae8..847410d32 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,8 +1,7 @@ { - "python.defaultInterpreterPath": "${workspaceFolder}/backend/.venv/bin/python", + "python.defaultInterpreterPath": "${workspaceFolder}/agent/.venv/bin/python", "python.analysis.extraPaths": [ - "${workspaceFolder}/backend" + "${workspaceFolder}/agent" ], "makefile.configureOnOpen": false -} - +} \ No newline at end of file diff --git a/Makefile b/Makefile index 6f462149e..10b010ff2 100644 --- a/Makefile +++ b/Makefile @@ -1,5 +1,6 @@ DOCKER_COMMAND = docker compose -f docker-compose.yml DOCKER_EXEC = $(DOCKER_COMMAND) exec app +DOCKER_EXEC_AGENT = $(DOCKER_COMMAND) exec agent ALEMBIC_CMD = uv run alembic help: ## Show this help. @@ -48,3 +49,19 @@ downgrade: ## Revert the last migration reset_db: ## Truncate all tables in the database (WARNING: deletes all data) $(DOCKER_EXEC) uv run python scripts/reset_database.py + +agent-test: ## Run agent tests. + cd agent && uv run pytest -v --cov=app + +agent-migrate: ## Apply all agent migrations + $(DOCKER_EXEC_AGENT) $(ALEMBIC_CMD) upgrade head + +agent-create_migration: ## Create a new agent migration. Use 'make agent-create_migration m="Description of the change"' + @if [ -z "$(m)" ]; then \ + echo "Error: You must provide a migration description using 'm=\"Description\"'"; \ + exit 1; \ + fi + $(DOCKER_EXEC_AGENT) $(ALEMBIC_CMD) revision --autogenerate -m "$(m)" + +agent-downgrade: ## Revert the last agent migration + $(DOCKER_EXEC_AGENT) $(ALEMBIC_CMD) downgrade -1 diff --git a/agent/.python-version b/agent/.python-version new file mode 100644 index 000000000..24ee5b1be --- /dev/null +++ b/agent/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/agent/Dockerfile b/agent/Dockerfile new file mode 100644 index 000000000..ea0e4bbe4 --- /dev/null +++ b/agent/Dockerfile @@ -0,0 +1,43 @@ +FROM python:3.13-slim AS builder + + RUN apt-get update && \ + apt-get install -y --no-install-recommends build-essential libpq-dev git && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* + RUN pip install --no-cache-dir --upgrade pyopenssl + + COPY --from=ghcr.io/astral-sh/uv:0.11.6 /uv /uvx /bin/ + + WORKDIR /root_project + + COPY uv.lock pyproject.toml ./ + COPY . . + + ENV VIRTUAL_ENV=/opt/venv + ENV UV_PROJECT_ENVIRONMENT=/opt/venv + RUN uv venv $VIRTUAL_ENV + ENV PATH="$VIRTUAL_ENV/bin:$PATH" + RUN uv sync --locked --no-dev + +FROM python:3.13-slim + + RUN apt-get update && \ + apt-get install -y --no-install-recommends libpq5 git && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* + + WORKDIR /root_project + + COPY --from=ghcr.io/astral-sh/uv:0.11.6 /uv /uvx /bin/ + + COPY --from=builder /opt/venv /opt/venv + COPY --from=builder /root_project /root_project + ENV VIRTUAL_ENV=/opt/venv + ENV PATH="/opt/venv/bin:$PATH" + ENV UV_PROJECT_ENVIRONMENT=/opt/venv + + RUN groupadd -r appuser && useradd -r -g appuser appuser && \ + chown -R appuser:appuser /root_project /opt/venv + USER appuser + + EXPOSE 8000 diff --git a/agent/README.md b/agent/README.md new file mode 100644 index 000000000..7be276212 --- /dev/null +++ b/agent/README.md @@ -0,0 +1,57 @@ +# API + +A FastAPI application with PostgreSQL database support, containerized with Docker. + +## Prerequisites + +- Docker and Docker Compose +- Python 3.12+ (for local development) + +## Setup + +1. **Create environment file** + ```bash + cp ./config/.env.example ./config/.env + # Edit .env file with your configuration + ``` + +## Running the Application + +### Docker (Recommended) + +```bash +# Start services +docker compose up -d + +# Create migration +docker compose exec app uv run alembic revision --autogenerate -m "Description" + +# Run migrations +docker compose exec app uv run alembic upgrade head +``` + +### Local Development + +```bash +# Install dependencies +uv sync + +# Start PostgreSQL locally + +# Create migration +uv run alembic revision --autogenerate -m "Description" + +# Run migrations +uv run alembic upgrade head + +# Start development server +uv run fastapi run app/main.py --reload +``` + +### Access the application +- API: http://localhost:8000 +- Swagger: http://localhost:8000/docs + +--- + +This project was generated from the [Python AI Kit](https://github.com/the-momentum/python-ai-kit). diff --git a/agent/alembic.ini b/agent/alembic.ini new file mode 100644 index 000000000..01e994c33 --- /dev/null +++ b/agent/alembic.ini @@ -0,0 +1,39 @@ +[alembic] +script_location = migrations +prepend_sys_path = . +version_path_separator = os +sqlalchemy.url = + +[loggers] +keys = root,sqlalchemy,alembic + +[handlers] +keys = console + +[formatters] +keys = generic + +[logger_root] +level = WARN +handlers = console +qualname = + +[logger_sqlalchemy] +level = WARN +handlers = +qualname = sqlalchemy.engine + +[logger_alembic] +level = INFO +handlers = +qualname = alembic + +[handler_console] +class = StreamHandler +args = (sys.stderr,) +level = NOTSET +formatter = generic + +[formatter_generic] +format = %(levelname)-5.5s [%(name)s] %(message)s +datefmt = %H:%M:%S diff --git a/agent/app/__init__.py b/agent/app/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/__init__.py b/agent/app/agent/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/deps.py b/agent/app/agent/deps.py new file mode 100644 index 000000000..97635118f --- /dev/null +++ b/agent/app/agent/deps.py @@ -0,0 +1,19 @@ +"""Agent dependency types for pydantic-ai RunContext injection.""" + +from __future__ import annotations + +from dataclasses import dataclass +from uuid import UUID + +from pygentic_ai.engines.base import BaseAgentDeps + + +@dataclass +class HealthAgentDeps(BaseAgentDeps): + """Dependencies injected into every tool call via RunContext. + + Extends BaseAgentDeps (which carries language) with the resolved + user_id so tools never need to receive it as a model-supplied argument. + """ + + user_id: UUID | None = None diff --git a/agent/app/agent/engines/__init__.py b/agent/app/agent/engines/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/engines/guardrails.py b/agent/app/agent/engines/guardrails.py new file mode 100644 index 000000000..e56303458 --- /dev/null +++ b/agent/app/agent/engines/guardrails.py @@ -0,0 +1,38 @@ +"""Health guardrails agent — wraps pygentic-ai GuardrailsAgent.""" + +from __future__ import annotations + +from pygentic_ai.engines.guardrails import GuardrailsAgent + +from app.agent.prompts.worker_prompts import WorkerType, build_worker_prompt +from app.agent.utils.model_utils import get_llm + +_DEFAULT_SOFT_WORD_LIMIT = 150 + + +class HealthGuardrailsAgent(GuardrailsAgent): + """Output formatter and validator for health assistant responses. + + Wraps pygentic-ai GuardrailsAgent with health-domain formatting + rules and the configured worker LLM from app settings. + """ + + def __init__( + self, + language: str = "English", + soft_word_limit: int | None = _DEFAULT_SOFT_WORD_LIMIT, + ) -> None: + vendor, model, api_key = get_llm(is_worker=True) + prompt = build_worker_prompt( + WorkerType.GUARDRAILS, + language=language, + soft_word_limit=soft_word_limit, + ) + + super().__init__( + llm_vendor=vendor, + llm_model=model, + api_key=api_key, + system_prompt=prompt, + language=language, + ) diff --git a/agent/app/agent/engines/reasoning.py b/agent/app/agent/engines/reasoning.py new file mode 100644 index 000000000..4f39c6751 --- /dev/null +++ b/agent/app/agent/engines/reasoning.py @@ -0,0 +1,68 @@ +"""Health-domain reasoning agent — wraps pygentic-ai BaseAgent.""" + +from __future__ import annotations + +from typing import Any +from uuid import UUID + +from pydantic_ai import UsageLimits +from pydantic_ai.messages import ModelMessage +from pydantic_ai.run import AgentRunResult +from pygentic_ai import BaseAgent + +from app.agent.deps import HealthAgentDeps +from app.agent.prompts.agent_prompts import build_system_prompt +from app.agent.utils.model_utils import get_llm +from app.config import settings +from app.schemas.agent import AgentMode +from app.schemas.language import LANGUAGE_NAMES, Language + + +class HealthReasoningAgent(BaseAgent): + """ReAct-style reasoning agent for the Open Wearables health domain. + + Wraps pygentic-ai BaseAgent with health-specific instructions and + the configured LLM provider from app settings. + + user_id is stored on the instance and injected into every tool call + via HealthAgentDeps / RunContext — the model never needs to supply it. + """ + + def __init__( + self, + user_id: UUID, + mode: AgentMode = AgentMode.GENERAL, + tools: list | None = None, + language: Language | None = None, + ) -> None: + self.user_id = user_id + vendor, model, api_key = get_llm() + lang_name = LANGUAGE_NAMES[language] if language else LANGUAGE_NAMES[Language.english] + instructions = build_system_prompt(mode, language) + + super().__init__( + llm_vendor=vendor, + llm_model=model, + api_key=api_key, + tool_list=tools or [], + system_prompt=instructions, + language=lang_name, + deps_type=HealthAgentDeps, + usage_limits=UsageLimits(request_limit=settings.max_tool_calls), + ) + + async def generate_response( + self, + query: str, + chat_history: list[ModelMessage] | None = None, + ) -> AgentRunResult: + """Generate response, injecting user_id into deps for tool access.""" + deps = HealthAgentDeps(language=self.language, user_id=self.user_id) + run_kwargs: dict[str, Any] = { + "user_prompt": query, + "message_history": chat_history or [], + "deps": deps, + } + if self.usage_limits: + run_kwargs["usage_limits"] = self.usage_limits + return await self.agent.run(**run_kwargs) diff --git a/agent/app/agent/engines/router.py b/agent/app/agent/engines/router.py new file mode 100644 index 000000000..1d0fc6f3d --- /dev/null +++ b/agent/app/agent/engines/router.py @@ -0,0 +1,71 @@ +"""Health router agent — wraps pygentic-ai GenericRouter.""" + +from __future__ import annotations + +from typing import Any + +from pydantic_ai.messages import ModelMessage, ModelRequest, ModelResponse, TextPart, UserPromptPart +from pygentic_ai.engines.routers import GenericRouter, RoutingResponse + +from app.agent.prompts.worker_prompts import WorkerType, build_worker_prompt +from app.agent.utils.model_utils import get_llm + +_CONTEXT_HISTORY_TURNS = 3 # number of recent user/assistant pairs to include + + +class HealthRouter(GenericRouter): + """Classifies health assistant messages as answer (1) or refuse (2). + + Wraps pygentic-ai GenericRouter with the health-domain routing prompt + and the configured worker LLM from app settings. + Returns pygentic-ai RoutingResponse with route=1 (answer) or route=2 (refuse). + + When ``history`` is provided, the last few turns are prepended to the + message so the router can correctly classify contextual follow-ups like + "What can I do to improve it?" after a sleep-data exchange. + """ + + def __init__(self, history: list[ModelMessage] | None = None, language: str = "english") -> None: + self._history: list[ModelMessage] = history or [] + + vendor, model, api_key = get_llm(is_worker=True) + routing_prompt = build_worker_prompt(WorkerType.ROUTER) + + super().__init__( + llm_vendor=vendor, + llm_model=model, + api_key=api_key, + routing_prompt=routing_prompt, + language=language, + ) + + async def route(self, message: str, **kwargs: Any) -> RoutingResponse: # type: ignore[override] + """Route *message*, optionally enriched with recent conversation context.""" + if not self._history: + return await super().route(message, **kwargs) + + context = self._build_context(message) + return await super().route(context, **kwargs) + + @staticmethod + def _msg_to_line(msg: ModelMessage) -> list[str]: + if isinstance(msg, ModelRequest): + return [f"User: {p.content}" for p in msg.parts if isinstance(p, UserPromptPart)] + if isinstance(msg, ModelResponse): + return [f"Assistant: {p.content[:300]}" for p in msg.parts if isinstance(p, TextPart)] + return [] + + def _build_context(self, message: str) -> str: + """Prepend the last N conversation turns to *message* for the router.""" + recent = self._history[-(_CONTEXT_HISTORY_TURNS * 2) :] + parts = [line for msg in recent for line in self._msg_to_line(msg)] + + if not parts: + return message + + context_block = "\n".join(parts) + return ( + f"[Previous conversation context — use this to classify the current message]\n" + f"{context_block}\n\n" + f"Current message: {message}" + ) diff --git a/agent/app/agent/prompts/__init__.py b/agent/app/agent/prompts/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/prompts/agent_prompts.py b/agent/app/agent/prompts/agent_prompts.py new file mode 100644 index 000000000..da205d0c5 --- /dev/null +++ b/agent/app/agent/prompts/agent_prompts.py @@ -0,0 +1,68 @@ +"""Mode-specific system prompts for the main reasoning agent.""" + +# flake8: noqa + +from app.schemas.agent import AgentMode +from app.schemas.language import LANGUAGE_NAMES, Language + + +TEXT_AGENT_PRIMING = """\ +You are an intelligent health assistant for the Open Wearables platform. + +You specialize in interpreting personal health and fitness data collected from wearable devices. \ +Your core domains are activity tracking, sleep quality, cardiovascular health indicators (heart rate, HRV, SpO2), \ +body metrics, and workout performance. + +Present one health concept per response segment and explain technical terms (e.g. HRV, SpO2, sleep stages) when they are relevant to the user's question. \ +Be thorough yet approachable when discussing health data. +Engage when users ask about daily activity and step counts, sleep duration and quality, heart rate and recovery trends, \ +workout performance and training load, body composition changes, and patterns or anomalies in their wearable data. + +You can also engage with the user in a friendly, supportive manner when appropriate. \ +Create a welcoming atmosphere that encourages healthy habits and consistent tracking. + +If asked about a topic outside your expertise, explain your specialisation clearly and \ +gently guide the user back towards their health and fitness data. +""" + +TEXT_REACTAGENT_GUIDANCE = """ +## Using Tools +When answering factual questions about the user's health data, always use the available tools to retrieve accurate information. +You may call multiple tools in sequence when the question requires combining data from different sources. +Incorporate all relevant data from tool results into your response — do not ignore fields that are pertinent to the question. +If a tool returns no useful data, say so clearly rather than guessing. + +If the user's message is a simple greeting, farewell, expression of gratitude, or casual conversational remark, respond naturally without calling any tool. + +Format responses as plain text. Use line breaks and short lists where helpful, but avoid heavy markdown. +""" + + +TEXT_HEALTH_RULESET = """\ +Guidelines: +- Report trends and patterns, not just single data points. +- Note when values are outside typical healthy ranges, but do NOT make medical diagnoses. +- Always include the time range when discussing summaries (e.g., "over the last 7 days"). +- If data is missing or insufficient for a reliable answer, say so clearly. +- Respond in the same language the user writes in. +""" + +TEXT_DATA_CAPABILITIES = """\ +You can access the following data for the user: +- Profile: name, age, sex, weight, height, BMI, body composition +- Activity: daily steps, distance, calories, active minutes, floors climbed, HR zones +- Sleep: duration, efficiency, stages (deep/light/REM/awake), average HR, HRV, SpO2 during sleep +- Recovery: resting heart rate, HRV (SDNN), SpO2, sleep efficiency trends +- Workouts: session type, duration, calories, average/max heart rate, pace +- Heart rate time-series: HR readings over the past N hours +""" + + +AGENT_PROMPT_MAPPING: dict[AgentMode, str] = { + AgentMode.GENERAL: (TEXT_AGENT_PRIMING + TEXT_REACTAGENT_GUIDANCE + TEXT_HEALTH_RULESET + TEXT_DATA_CAPABILITIES), +} + + +def build_system_prompt(mode: AgentMode, language: Language | None = None) -> str: + """Return the system prompt for the given mode.""" + return AGENT_PROMPT_MAPPING[mode] diff --git a/agent/app/agent/prompts/worker_prompts.py b/agent/app/agent/prompts/worker_prompts.py new file mode 100644 index 000000000..4209473bb --- /dev/null +++ b/agent/app/agent/prompts/worker_prompts.py @@ -0,0 +1,138 @@ +"""Prompts for worker agents (router, guardrails).""" + +# flake8: noqa + +from enum import StrEnum + +from app.schemas.language import LANGUAGE_NAMES, Language + + +class WorkerType(StrEnum): + ROUTER = "router" + GUARDRAILS = "guardrails" + + +# --------------------------------------------------------------------------- +# Router prompt sections +# --------------------------------------------------------------------------- + +_ROUTER_CLASSIFICATION = """\ +You are a message classifier for a health and wellness AI assistant. + +Your job is to decide if the user's message should be answered or refused. + +ANSWER (route=1) if the message: +- Asks about health data (activity, sleep, heart rate, HRV, SpO2, recovery, workouts) +- Asks about trends, patterns, or comparisons in health metrics +- Is a general greeting or conversation opener +- Asks for a summary or overview of health data +- Is a follow-up to a previous health-related exchange + +REFUSE (route=2) if the message: +- Requests medical diagnosis or treatment advice +- Asks for prescription recommendations +- Is clearly off-topic (politics, coding, general knowledge unrelated to health) +- Contains harmful, illegal, or inappropriate content + +Return route=1 to answer or route=2 to refuse. + +When refusing (route=2), keep the reasoning field to at most 2 sentences. \ +Do not explain your internal classification logic — just tell the user briefly what you cannot help with. +""" + +# --------------------------------------------------------------------------- +# Guardrails prompt sections +# --------------------------------------------------------------------------- + +_GUARDRAILS_IDENTITY = """\ +You are a guardrails model designed to analyze and reformat the health AI assistant output \ +to ensure it is formatted correctly and aligned with the generation guidelines. +**The output MUST be returned in {language} language.** +""" + +_GUARDRAILS_LENGTH_SECTION = """\ +## Length Control Guidelines: +- Use a maximum of around {soft_word_limit} words +- If the input exceeds these limits, prioritize key information and trim secondary details +- Preserve all critical health data while condensing verbose explanations +- If the input message contains lists (for example meals list, activity breakdown, etc.), you can exceed the length guidelines +- If the input message fits the length guidelines, do not change the message""" + +_GUARDRAILS_NO_LENGTH_SECTION = """\ +## Length Control Guidelines: +- Do not throttle or truncate the response — preserve the full content""" + +_GUARDRAILS_TONE = """\ +## Tone of Voice Guidelines: +- Use a warm, professional tone +- If referring to Open Wearables remember to use forms indicating that you are a part of the Open Wearables platform +""" + +_GUARDRAILS_FORMATTING = """\ +## Formatting Rules: +- NEVER include parts of your inner reasoning or summarisation of your actions (i.e. "I used tool to gather information") in your response +- NEVER start your response with "Answer:" - use natural language +- NEVER alter numbers or health statistics - keep all factual health data intact +- Format numbers clearly (e.g., "72 bpm", "7h 23min", "94%") +- Remove any reasoning traces, tool call artifacts, or internal commentary +- Do not add medical advice or disclaimers unless the original contained them +- Use lists only when necessary - for example listing meals, workout details, health metrics etc. +""" + +_GUARDRAILS_DATE_FORMATTING = """\ +## Date Formatting Rules: +- Use terms like "tomorrow", "on Monday", "on the 5th" when possible +- Do not include years in dates unless crucial for understanding +- Try not to include a full numerical date in your final response in inline text - you can use them in lists +""" + +# --------------------------------------------------------------------------- +# Prompt mapping +# --------------------------------------------------------------------------- + +WORKER_PROMPT_MAPPING: dict[WorkerType, str] = { + WorkerType.ROUTER: _ROUTER_CLASSIFICATION, + WorkerType.GUARDRAILS: ( + _GUARDRAILS_IDENTITY + + "{length_section}\n\n" + + _GUARDRAILS_TONE + + _GUARDRAILS_FORMATTING + + _GUARDRAILS_DATE_FORMATTING + ), +} + + +def build_worker_prompt( + worker_type: WorkerType, + language: Language | str | None = None, + soft_word_limit: int | None = None, +) -> str: + """Render the system prompt for the given worker type. + + Args: + worker_type: Which worker to build the prompt for. + language: Target language for guardrails output (ignored for router). + Accepts a :class:`Language` enum or a plain language name string + (e.g. ``"English"``). Defaults to English when ``None``. + soft_word_limit: Approximate max word count for guardrails output. + Pass ``None`` to disable length throttling (ignored for router). + """ + template = WORKER_PROMPT_MAPPING[worker_type] + + if worker_type is WorkerType.ROUTER: + return template + + if isinstance(language, Language): + lang_name = LANGUAGE_NAMES[language] + else: + lang_name = language or LANGUAGE_NAMES[Language.english] + + if soft_word_limit is not None and soft_word_limit <= 0: + raise ValueError("soft_word_limit must be greater than 0") + + if soft_word_limit is None: + length_section = _GUARDRAILS_NO_LENGTH_SECTION + else: + length_section = _GUARDRAILS_LENGTH_SECTION.format(soft_word_limit=soft_word_limit) + + return template.format(language=lang_name, length_section=length_section) diff --git a/agent/app/agent/static/__init__.py b/agent/app/agent/static/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/static/default_msgs.py b/agent/app/agent/static/default_msgs.py new file mode 100644 index 000000000..861f7100d --- /dev/null +++ b/agent/app/agent/static/default_msgs.py @@ -0,0 +1,16 @@ +"""Default fallback messages used throughout the agent, per supported language.""" + +from app.schemas.language import Language + +_WORKFLOW_ERROR_MSGS: dict[Language, str] = { + Language.english: "I encountered an issue processing your request. Please try again in a moment.", + Language.polish: "Napotkałem problem z przetworzeniem Twojego zapytania. Spróbuj ponownie za chwilę.", + Language.german: ( + "Bei der Verarbeitung Ihrer Anfrage ist ein Problem aufgetreten. Bitte versuchen Sie es gleich erneut." + ), + Language.spanish: "Encontré un problema al procesar tu solicitud. Por favor, inténtalo de nuevo en un momento.", +} + + +def get_workflow_error_msg(language: Language | None = None) -> str: + return _WORKFLOW_ERROR_MSGS.get(language or Language.english, _WORKFLOW_ERROR_MSGS[Language.english]) diff --git a/agent/app/agent/tools/__init__.py b/agent/app/agent/tools/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/tools/date_tools.py b/agent/app/agent/tools/date_tools.py new file mode 100644 index 000000000..55d407eee --- /dev/null +++ b/agent/app/agent/tools/date_tools.py @@ -0,0 +1,26 @@ +"""Date utility tools available to the reasoning agent.""" + +from datetime import date, timedelta + + +def get_today_date() -> str: + """Return today's date as an ISO string (YYYY-MM-DD). + + Use this whenever you need to anchor relative time expressions like + 'yesterday', 'last week', or 'this month'. + """ + return date.today().isoformat() + + +def get_current_week() -> dict[str, str]: + """Return the start (Monday) and end (Sunday) dates of the current week as ISO strings. + + Returns a dict with keys 'start' and 'end'. + """ + today = date.today() + start = today - timedelta(days=today.weekday()) + end = start + timedelta(days=6) + return {"start": start.isoformat(), "end": end.isoformat()} + + +DATE_TOOLS: list = [get_today_date, get_current_week] diff --git a/agent/app/agent/tools/ow_tools.py b/agent/app/agent/tools/ow_tools.py new file mode 100644 index 000000000..3405763bd --- /dev/null +++ b/agent/app/agent/tools/ow_tools.py @@ -0,0 +1,164 @@ +"""Open Wearables data-retrieval tools for the reasoning agent. + +Each function catches all exceptions and returns a human-readable error string +so the LLM always receives a response (never an unhandled exception). + +user_id is resolved from RunContext deps — the model never needs to supply it. +""" + +from __future__ import annotations + +import traceback +from datetime import date, timedelta + +from pydantic_ai import RunContext + +from app.agent.deps import HealthAgentDeps +from app.integrations.ow_backend import ow_client + + +def _iso(d: date) -> str: + return d.isoformat() + + +def _date_range(days: int) -> tuple[str, str]: + end = date.today() + start = end - timedelta(days=days) + return _iso(start), _iso(end) + + +async def get_user_profile(ctx: RunContext[HealthAgentDeps]) -> str: + """Retrieve the user's basic profile: name, email, birth date, sex, and gender.""" + try: + data = await ow_client.get_user_profile(ctx.deps.user_id) + return str(data) + except Exception: + return f"Error fetching user profile: {traceback.format_exc(limit=1)}" + + +async def get_body_composition(ctx: RunContext[HealthAgentDeps]) -> str: + """Retrieve body composition metrics: weight, height, BMI, body fat, muscle mass, age, \ +resting heart rate, and HRV.""" + try: + data = await ow_client.get_body_summary(ctx.deps.user_id) + return str(data) + except Exception: + return f"Error fetching body composition: {traceback.format_exc(limit=1)}" + + +async def get_recent_activity(ctx: RunContext[HealthAgentDeps], days: int = 7) -> str: + """Retrieve daily activity summaries: steps, distance, calories, active minutes, and floors climbed. + + Args: + days: Number of past days to include (default 7, max 30). + """ + try: + days = min(max(1, days), 30) + start, end = _date_range(days) + data = await ow_client.get_activity_summaries(ctx.deps.user_id, start, end) + return str(data) + except Exception: + return f"Error fetching activity data: {traceback.format_exc(limit=1)}" + + +async def get_recent_sleep(ctx: RunContext[HealthAgentDeps], days: int = 7) -> str: + """Retrieve daily sleep summaries: duration, efficiency, sleep stages (deep/light/REM/awake), \ +average heart rate, HRV, and SpO2. + + Args: + days: Number of past days to include (default 7, max 30). + """ + try: + days = min(max(1, days), 30) + start, end = _date_range(days) + data = await ow_client.get_sleep_summaries(ctx.deps.user_id, start, end) + return str(data) + except Exception: + return f"Error fetching sleep data: {traceback.format_exc(limit=1)}" + + +async def get_recovery_data(ctx: RunContext[HealthAgentDeps], days: int = 7) -> str: + """Retrieve daily recovery metrics: resting heart rate, HRV SDNN, SpO2, and sleep efficiency. + + Use this to assess how well the user is recovering between training sessions or over time. + + Args: + days: Number of past days to include (default 7, max 30). + """ + try: + days = min(max(1, days), 30) + start, end = _date_range(days) + data = await ow_client.get_recovery_summaries(ctx.deps.user_id, start, end) + return str(data) + except Exception: + return f"Error fetching recovery data: {traceback.format_exc(limit=1)}" + + +async def get_workouts(ctx: RunContext[HealthAgentDeps], days: int = 14) -> str: + """Retrieve recent workout sessions: type, duration, calories burned, and heart rate stats. + + Args: + days: Number of past days to include (default 14, max 60). + """ + try: + days = min(max(1, days), 60) + start, end = _date_range(days) + data = await ow_client.get_workout_events(ctx.deps.user_id, start, end) + return str(data) + except Exception: + return f"Error fetching workout data: {traceback.format_exc(limit=1)}" + + +async def get_sleep_events(ctx: RunContext[HealthAgentDeps], days: int = 7) -> str: + """Retrieve detailed sleep session records including stage intervals and timing. + + Use this when the user asks for granular sleep breakdown rather than daily averages. + + Args: + days: Number of past days to include (default 7, max 14). + """ + try: + days = min(max(1, days), 14) + start, end = _date_range(days) + data = await ow_client.get_sleep_events(ctx.deps.user_id, start, end) + return str(data) + except Exception: + return f"Error fetching sleep events: {traceback.format_exc(limit=1)}" + + +async def get_heart_rate_timeseries(ctx: RunContext[HealthAgentDeps], hours: int = 24) -> str: + """Retrieve heart rate time-series data for the past N hours at 1-hour resolution. + + Use this to show HR trends throughout the day or identify elevated HR periods. + + Args: + hours: Number of past hours to include (default 24, max 168 = 7 days). + """ + try: + from datetime import datetime, timezone + + hours = min(max(1, hours), 168) + end_dt = datetime.now(timezone.utc) + start_dt = end_dt - timedelta(hours=hours) + data = await ow_client.get_timeseries( + ctx.deps.user_id, + start_time=start_dt.isoformat(), + end_time=end_dt.isoformat(), + types=["heart_rate"], + resolution="1hour", + ) + return str(data) + except Exception: + return f"Error fetching HR timeseries: {traceback.format_exc(limit=1)}" + + +OW_TOOLS: list = [ + get_user_profile, + get_body_composition, + get_recent_activity, + get_recent_sleep, + get_recovery_data, + get_workouts, + get_sleep_events, + get_heart_rate_timeseries, +] diff --git a/agent/app/agent/tools/tool_registry.py b/agent/app/agent/tools/tool_registry.py new file mode 100644 index 000000000..1f70e54b9 --- /dev/null +++ b/agent/app/agent/tools/tool_registry.py @@ -0,0 +1,34 @@ +"""Tool registry — maps AgentMode to the list of tool functions.""" + +from enum import Enum + +from app.agent.tools.date_tools import DATE_TOOLS +from app.agent.tools.ow_tools import OW_TOOLS +from app.schemas.agent import AgentMode + + +class Toolpack(str, Enum): + OW_DATA = "ow_data" + DATE_UTILS = "date_utils" + + +_TOOLPACKS: dict[Toolpack, list] = { + Toolpack.OW_DATA: OW_TOOLS, + Toolpack.DATE_UTILS: DATE_TOOLS, +} + +_MODE_MAPPING: dict[AgentMode, list[Toolpack]] = { + AgentMode.GENERAL: [Toolpack.OW_DATA, Toolpack.DATE_UTILS], +} + + +class ToolManager: + def get_tools_for_mode(self, mode: AgentMode) -> list: + packs = _MODE_MAPPING.get(mode, []) + tools: list = [] + for pack in packs: + tools.extend(_TOOLPACKS.get(pack, [])) + return tools + + +tool_manager = ToolManager() diff --git a/agent/app/agent/utils/__init__.py b/agent/app/agent/utils/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/utils/model_utils.py b/agent/app/agent/utils/model_utils.py new file mode 100644 index 000000000..f9e2fdb2c --- /dev/null +++ b/agent/app/agent/utils/model_utils.py @@ -0,0 +1,48 @@ +"""Multi-provider LLM factory. + +Returns the (llm_vendor, model, api_key) tuple for pygentic-ai agent registration. +Provider is selected via LLM_PROVIDER env var (default: anthropic). +At least one provider API key must be set or a RuntimeError is raised at startup. +""" + +from __future__ import annotations + + +def get_llm(model: str | None = None, is_worker: bool = False) -> tuple[str, str, str]: + """Return (llm_vendor, model, api_key) for pygentic-ai. + + Args: + model: Override model name. If None, uses llm_model_workers (is_worker=True) + or llm_model (is_worker=False) from settings. + is_worker: Whether this is for a worker agent (router / guardrails / translator). + Workers use a cheaper/faster model by default. + """ + from app.config import settings + + effective_model = model or (settings.llm_model_workers if is_worker else settings.llm_model) + if effective_model is None: + raise RuntimeError("No model configured — settings validator failed.") + + match settings.llm_provider: + case "openai": + api_key = settings.openai_api_key.get_secret_value() + if not api_key: + raise RuntimeError("LLM_PROVIDER=openai but OPENAI_API_KEY is not set.") + return "openai", effective_model, api_key + + case "google": + api_key = settings.google_api_key.get_secret_value() + if not api_key: + raise RuntimeError("LLM_PROVIDER=google but GOOGLE_API_KEY is not set.") + return "google", effective_model, api_key + + case _: # "anthropic" is the default + api_key = settings.anthropic_api_key.get_secret_value() + if not api_key: + raise RuntimeError("LLM_PROVIDER=anthropic but ANTHROPIC_API_KEY is not set.") + return "anthropic", effective_model, api_key + + +def validate_llm_config() -> None: + """Validate that a usable LLM provider is configured. Call on startup.""" + get_llm() # raises RuntimeError if unconfigured diff --git a/agent/app/agent/workflows/__init__.py b/agent/app/agent/workflows/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/app/agent/workflows/agent_workflow.py b/agent/app/agent/workflows/agent_workflow.py new file mode 100644 index 000000000..3842d0666 --- /dev/null +++ b/agent/app/agent/workflows/agent_workflow.py @@ -0,0 +1,102 @@ +"""Core workflow engine — drives the pygentic-ai user_assistant_graph.""" + +from __future__ import annotations + +import logging +from uuid import UUID + +from pydantic_ai.messages import ModelMessage, ModelRequest, ModelResponse, TextPart, UserPromptPart +from pygentic_ai import WorkflowState, user_assistant_graph +from pygentic_ai.workflows.nodes import StartNode + +from app.agent.engines.guardrails import HealthGuardrailsAgent +from app.agent.engines.reasoning import HealthReasoningAgent +from app.agent.engines.router import HealthRouter +from app.agent.tools.tool_registry import tool_manager +from app.schemas.agent import AgentMode +from app.schemas.language import LANGUAGE_NAMES, Language + +logger = logging.getLogger(__name__) + + +def _build_history(history: list[dict]) -> list[ModelMessage]: + """Convert stored message dicts to pydantic-ai ModelMessage objects.""" + messages: list[ModelMessage] = [] + for msg in history: + role = msg.get("role", "user") + content = msg.get("content", "") + if role == "user": + messages.append(ModelRequest(parts=[UserPromptPart(content=content)])) + elif role == "assistant": + messages.append(ModelResponse(parts=[TextPart(content=content)])) + return messages + + +class WorkflowEngine: + """Stateless per-request workflow. + + A new set of agents is instantiated for every call — safe for Celery workers. + Pipeline: ROUTER → (REASONING + tools) → GUARDRAILS → response string, + orchestrated by the pygentic-ai user_assistant_graph. + """ + + async def run( + self, + user_id: UUID, + message: str, + history: list[dict], + mode: AgentMode = AgentMode.GENERAL, + language: Language | None = None, + ) -> str: + lang_name = LANGUAGE_NAMES[language] if language else LANGUAGE_NAMES[Language.english] + + tools = tool_manager.get_tools_for_mode(mode) + agent = HealthReasoningAgent(user_id=user_id, mode=mode, tools=tools, language=language) + guardrails = HealthGuardrailsAgent(language=lang_name) + + seed_history = _build_history(history) + router = HealthRouter(history=seed_history, language=lang_name.lower()) + + deps = { + "agent": agent, + "router": router, + "guardrails": guardrails, + "message": message, + "chat_history": seed_history, + # RefuseNode looks up REFUSAL_GENERIC[language] — must be lowercase + "language": lang_name.lower(), + } + + state = WorkflowState() + run_result = await user_assistant_graph.run(StartNode(), state=state, deps=deps) + return str(run_result.output) + + async def summarize(self, messages: list[dict]) -> str: + """Summarize a list of conversation messages into a compact text. + + Used for history compression when the conversation exceeds the threshold. + Uses the worker (cheaper) model for cost efficiency. + """ + from pydantic_ai import Agent + + from app.agent.utils.model_utils import get_llm + + vendor, model, _ = get_llm(is_worker=True) + model_str = f"{vendor}:{model}" + + summarizer: Agent[None, str] = Agent( + model=model_str, + system_prompt=( + "You are a conversation summarizer. " + "Produce a concise factual summary of the health conversation below, " + "preserving all specific data points (numbers, dates, metrics). " + "Output only the summary — no preamble." + ), + ) + + transcript = "\n".join(f"{m['role'].upper()}: {m['content']}" for m in messages) + result = await summarizer.run(transcript) + return str(result.output) + + +workflow_engine = WorkflowEngine() diff --git a/agent/app/api/__init__.py b/agent/app/api/__init__.py new file mode 100644 index 000000000..9e7f027f3 --- /dev/null +++ b/agent/app/api/__init__.py @@ -0,0 +1,8 @@ +from fastapi import APIRouter + +from app.api.routes.v1 import v1_router + +head_router = APIRouter() +head_router.include_router(v1_router) + +__all__ = ["head_router"] diff --git a/agent/app/api/routes/v1/__init__.py b/agent/app/api/routes/v1/__init__.py new file mode 100644 index 000000000..984589462 --- /dev/null +++ b/agent/app/api/routes/v1/__init__.py @@ -0,0 +1,10 @@ +from fastapi import APIRouter + +from app.api.routes.v1.chat import router as chat_router +from app.api.routes.v1.conversation import router as conversation_router + +v1_router = APIRouter() +v1_router.include_router(conversation_router) +v1_router.include_router(chat_router) + +__all__ = ["v1_router"] diff --git a/agent/app/api/routes/v1/chat.py b/agent/app/api/routes/v1/chat.py new file mode 100644 index 000000000..2ab3c5e2b --- /dev/null +++ b/agent/app/api/routes/v1/chat.py @@ -0,0 +1,38 @@ +from __future__ import annotations + +import logging +from typing import Annotated +from uuid import UUID + +from fastapi import APIRouter, Depends + +from app.integrations.celery.tasks.process_message import process_message +from app.schemas.chat import ChatRequest, ChatTaskResponse +from app.services.conversation import ConversationService +from app.utils.auth import CurrentUserId + +router = APIRouter(prefix="/chat", tags=["chat"]) +logger = logging.getLogger(__name__) + +ConversationServiceDep = Annotated[ConversationService, Depends(ConversationService)] + + +@router.post("/{conversation_id}") +async def send_message( + conversation_id: UUID, + body: ChatRequest, + current_user: CurrentUserId, + service: ConversationServiceDep, +) -> ChatTaskResponse: + conversation, session = await service.get_active(conversation_id, current_user) + + task = process_message.delay( + session_id=str(session.id), + conversation_id=str(conversation.id), + user_id=str(current_user), + message=body.message, + callback_url=str(body.callback_url), + ) + + logger.info(f"Queued task {task.id} for conversation {conversation.id}") + return ChatTaskResponse(task_id=task.id) diff --git a/agent/app/api/routes/v1/conversation.py b/agent/app/api/routes/v1/conversation.py new file mode 100644 index 000000000..1067c5a92 --- /dev/null +++ b/agent/app/api/routes/v1/conversation.py @@ -0,0 +1,45 @@ +from __future__ import annotations + +import logging +from typing import Annotated +from uuid import UUID + +from fastapi import APIRouter, Depends +from starlette import status + +from app.schemas.conversation import ConversationCreateResponse, ConversationDeactivateResponse, ConversationRequest +from app.services.conversation import ConversationService +from app.utils.auth import CurrentUserId + +router = APIRouter(prefix="/conversation", tags=["conversation"]) +logger = logging.getLogger(__name__) + +ConversationServiceDep = Annotated[ConversationService, Depends(ConversationService)] + + +@router.post("", status_code=status.HTTP_201_CREATED) +async def create_or_get_conversation( + body: ConversationRequest, + current_user: CurrentUserId, + service: ConversationServiceDep, +) -> ConversationCreateResponse: + conversation, _ = await service.upsert( + current_user, + body.conversation_id, + language=body.language.value if body.language else None, + agent_mode=body.agent_mode.value if body.agent_mode else None, + ) + return ConversationCreateResponse( + conversation_id=conversation.id, + created_at=conversation.created_at, + ) + + +@router.patch("/{conversation_id}") +async def deactivate_conversation( + conversation_id: UUID, + current_user: CurrentUserId, + service: ConversationServiceDep, +) -> ConversationDeactivateResponse: + conversation = await service.deactivate(conversation_id, current_user) + return ConversationDeactivateResponse(conversation_id=conversation.id) diff --git a/agent/app/config.py b/agent/app/config.py new file mode 100644 index 000000000..4180e60fe --- /dev/null +++ b/agent/app/config.py @@ -0,0 +1,153 @@ +from enum import StrEnum +from functools import lru_cache +from pathlib import Path +from typing import Any + +from pydantic import AnyHttpUrl, Field, SecretStr, ValidationInfo, field_validator, model_validator +from pydantic_settings import BaseSettings, SettingsConfigDict + +from app.utils.config_utils import ( + EncryptedField, + EnvironmentType, + FernetDecryptorField, +) + + +class LLMProvider(StrEnum): + ANTHROPIC = "anthropic" + OPENAI = "openai" + GOOGLE = "google" + # SELF_HOSTED = "self_hosted" # TBD + + +class Settings(BaseSettings): + model_config = SettingsConfigDict( + env_file=str(Path(__file__).parent.parent / "config" / ".env"), + env_file_encoding="utf-8", + extra="ignore", + # default env_file solution search .env every time BaseSettings is instantiated + # dotenv search .env when module is imported, without usecwd it starts from the file it was called + ) + + # CORE SETTINGS + fernet_decryptor: FernetDecryptorField = Field(FernetDecryptorField("MASTER_KEY")) + environment: EnvironmentType = EnvironmentType.LOCAL + + # API SETTINGS + api_name: str = "Open Wearables Agent API" + api_v1: str = "/api/v1" + api_latest: str = api_v1 + paging_limit: int = 100 + cors_origins: list[AnyHttpUrl] = [] + cors_allow_all: bool = False + + # DATABASE SETTINGS + db_host: str = "db" + db_port: int = 5432 + db_name: str = "open-wearables" + db_user: str = "open-wearables" + db_password: SecretStr = SecretStr("open-wearables") + + # CELERY SETTINGS + CELERY_BROKER_URL: str + CELERY_RESULT_BACKEND: str + + # JWT SETTINGS + secret_key: str + algorithm: str = "HS256" + + # Sentry + SENTRY_ENABLED: bool = False + SENTRY_DSN: str | None = None + SENTRY_SAMPLES_RATE: float = 0.5 + SENTRY_ENV: str | None = None + + # LLM provider (anthropic | openai | google) — must have matching API key set + llm_provider: LLMProvider = LLMProvider.ANTHROPIC + llm_model: str | None = None + llm_model_workers: str | None = None + anthropic_api_key: SecretStr = SecretStr("") + openai_api_key: SecretStr = SecretStr("") + google_api_key: SecretStr = SecretStr("") + + # OW Backend integration + ow_api_url: str = "http://app:8000" + ow_api_key: SecretStr = SecretStr("") + + # Conversation lifecycle + session_timeout_minutes: int = 10 + conversation_close_hours: int = 24 + history_summary_threshold: int = 20 + max_retries: int = 3 + max_tool_calls: int = 10 + + _PROVIDER_DEFAULTS: dict[LLMProvider, dict[str, str]] = { + LLMProvider.ANTHROPIC: { + "llm_model": "claude-sonnet-4-6", + "llm_model_workers": "claude-haiku-4-5-20251001", + }, + LLMProvider.OPENAI: { + "llm_model": "gpt-5", + "llm_model_workers": "gpt-5-mini", + }, + LLMProvider.GOOGLE: { + "llm_model": "gemini-2.0-flash", + "llm_model_workers": "gemini-2.0-flash-lite", + }, + } + + @model_validator(mode="after") + def _set_model_defaults(self) -> "Settings": + defaults = self._PROVIDER_DEFAULTS.get(self.llm_provider, self._PROVIDER_DEFAULTS[LLMProvider.ANTHROPIC]) + if not self.llm_model: + self.llm_model = defaults["llm_model"] + if not self.llm_model_workers: + self.llm_model_workers = defaults["llm_model_workers"] + return self + + @field_validator("cors_origins", mode="after") + @classmethod + def assemble_cors_origins(cls, v: str | list[str]) -> list[str] | str: + if isinstance(v, str) and not v.startswith("["): + return [i.strip() for i in v.split(",")] + if isinstance(v, (list, str)): + return v + + # This should never be reached given the type annotation, but ensures type safety + raise ValueError(f"Unexpected type for cors_origins: {type(v)}") + + @field_validator("*", mode="after") + @classmethod + def _decryptor(cls, v: Any, validation_info: ValidationInfo, *args, **kwargs) -> Any: + if isinstance(v, EncryptedField): + return v.get_decrypted_value(validation_info.data["fernet_decryptor"]) + return v + + @property + def db_uri(self) -> str: + return ( + f"postgresql+psycopg://" + f"{self.db_user}:{self.db_password.get_secret_value()}" + f"@{self.db_host}:{self.db_port}/{self.db_name}" + ) + + @property + def db_uri_async(self) -> str: + return ( + f"postgresql+psycopg://" + f"{self.db_user}:{self.db_password.get_secret_value()}" + f"@{self.db_host}:{self.db_port}/{self.db_name}" + ) + + # 0. pytest ini_options + # 1. environment variables + # 2. .env + # 3. default values in pydantic settings + + +@lru_cache() +def _get_settings() -> Settings: + return Settings() # type: ignore + + +settings = _get_settings() diff --git a/agent/app/database.py b/agent/app/database.py new file mode 100644 index 000000000..456325cc6 --- /dev/null +++ b/agent/app/database.py @@ -0,0 +1,97 @@ +from collections.abc import AsyncIterator, Iterator +from typing import Annotated +from uuid import UUID + +from fastapi import Depends +from sqlalchemy import UUID as SQL_UUID +from sqlalchemy import Engine, Text, create_engine, inspect +from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine +from sqlalchemy.orm import ( + DeclarativeBase, + Session, + declared_attr, + sessionmaker, +) + +from app.config import settings +from app.utils.mappings_meta import AutoRelMeta + +engine = create_engine( + settings.db_uri, + pool_pre_ping=True, + pool_size=20, + max_overflow=30, + pool_timeout=30, + pool_recycle=3600, +) + +async_engine = create_async_engine( + settings.db_uri_async, + pool_pre_ping=True, + pool_size=20, + max_overflow=30, + pool_timeout=30, + pool_recycle=3600, +) + + +def _prepare_sessionmaker(engine: Engine) -> sessionmaker: + return sessionmaker(autocommit=False, autoflush=False, bind=engine) + + +class BaseDbModel(DeclarativeBase, metaclass=AutoRelMeta): + @declared_attr # type: ignore + def __tablename__(self) -> str: + return self.__name__.lower() + + @property + def id_str(self) -> str: + identity = inspect(self).identity + if identity is None: + return "" + return str(identity[0]) + + def __repr__(self) -> str: + mapper = inspect(self.__class__) + fields = [f"{col.key}={repr(getattr(self, col.key, None))}" for col in mapper.columns] + return f"<{self.__class__.__name__}({', '.join(fields)})>" + + type_annotation_map = { + str: Text, + UUID: SQL_UUID, + } + + +SessionLocal = _prepare_sessionmaker(engine) + +AsyncSessionLocal = async_sessionmaker( + async_engine, + class_=AsyncSession, + autocommit=False, + autoflush=False, + expire_on_commit=False, +) + + +def _get_db_dependency() -> Iterator[Session]: + db = SessionLocal() + try: + yield db + except Exception as exc: + db.rollback() + raise exc + finally: + db.close() + + +async def _get_async_db_dependency() -> AsyncIterator[AsyncSession]: + async with AsyncSessionLocal() as session: + try: + yield session + except Exception as exc: + await session.rollback() + raise exc + + +DbSession = Annotated[Session, Depends(_get_db_dependency)] +AsyncDbSession = Annotated[AsyncSession, Depends(_get_async_db_dependency)] diff --git a/agent/app/integrations/celery/__init__.py b/agent/app/integrations/celery/__init__.py new file mode 100644 index 000000000..38803d3cf --- /dev/null +++ b/agent/app/integrations/celery/__init__.py @@ -0,0 +1,3 @@ +from .core import create_celery + +__all__ = ["create_celery"] diff --git a/agent/app/integrations/celery/core.py b/agent/app/integrations/celery/core.py new file mode 100644 index 000000000..f420cf709 --- /dev/null +++ b/agent/app/integrations/celery/core.py @@ -0,0 +1,31 @@ +from app.config import settings +from celery import Celery +from celery import current_app as current_celery_app +from celery.schedules import crontab + + +def create_celery() -> Celery: + celery_app: Celery = current_celery_app # type: ignore + celery_app.conf.update( + broker_url=settings.CELERY_BROKER_URL, + result_backend=settings.CELERY_RESULT_BACKEND, + task_serializer="json", + accept_content=["json"], + result_serializer="json", + timezone="Europe/Warsaw", + enable_utc=True, + task_default_queue="agent-default", + task_default_exchange="agent-default", + result_expires=3 * 24 * 3600, + ) + + celery_app.autodiscover_tasks(["app.integrations.celery", "app.integrations.celery.tasks"]) + + celery_app.conf.beat_schedule = { + "manage-conversation-lifecycle": { + "task": "app.integrations.celery.tasks.conversation_lifecycle.manage_conversation_lifecycle", + "schedule": crontab(minute="*/5"), + }, + } + + return celery_app diff --git a/agent/app/integrations/celery/tasks/__init__.py b/agent/app/integrations/celery/tasks/__init__.py new file mode 100644 index 000000000..f82a38ff7 --- /dev/null +++ b/agent/app/integrations/celery/tasks/__init__.py @@ -0,0 +1,4 @@ +from .conversation_lifecycle import manage_conversation_lifecycle +from .process_message import process_message + +__all__ = ["manage_conversation_lifecycle", "process_message"] diff --git a/agent/app/integrations/celery/tasks/conversation_lifecycle.py b/agent/app/integrations/celery/tasks/conversation_lifecycle.py new file mode 100644 index 000000000..e6d30395f --- /dev/null +++ b/agent/app/integrations/celery/tasks/conversation_lifecycle.py @@ -0,0 +1,46 @@ +"""Conversation lifecycle management task. + +Runs every 5 minutes to: +1. Deactivate sessions idle longer than SESSION_TIMEOUT_MINUTES +2. Mark ACTIVE conversations as INACTIVE when their last session has been idle +3. Close INACTIVE conversations that have been idle for CONVERSATION_CLOSE_HOURS +""" + +from __future__ import annotations + +import asyncio +import logging +from datetime import timedelta + +from app.config import settings +from app.database import AsyncSessionLocal +from app.repositories import conversation_repository, session_repository +from celery import shared_task + +logger = logging.getLogger(__name__) + + +async def _run_lifecycle() -> None: + session_timeout = timedelta(minutes=settings.session_timeout_minutes) + close_after = timedelta(hours=settings.conversation_close_hours) + + async with AsyncSessionLocal() as db: + # 1. Deactivate expired sessions + deactivated_sessions = await session_repository.deactivate_expired(db, session_timeout) + if deactivated_sessions: + logger.info("Deactivated %d expired session(s)", deactivated_sessions) + + # 2. Mark stale ACTIVE conversations as INACTIVE + marked_inactive = await conversation_repository.mark_inactive_stale(db, session_timeout) + if marked_inactive: + logger.info("Marked %d conversation(s) as INACTIVE", marked_inactive) + + # 3. Close INACTIVE conversations that have been idle too long + closed = await conversation_repository.close_stale(db, close_after) + if closed: + logger.info("Closed %d stale conversation(s)", closed) + + +@shared_task +def manage_conversation_lifecycle() -> None: + asyncio.run(_run_lifecycle()) diff --git a/agent/app/integrations/celery/tasks/process_message.py b/agent/app/integrations/celery/tasks/process_message.py new file mode 100644 index 000000000..edf65908a --- /dev/null +++ b/agent/app/integrations/celery/tasks/process_message.py @@ -0,0 +1,110 @@ +from __future__ import annotations + +import asyncio +import logging +from typing import Any +from uuid import UUID + +import httpx + +from app.agent.static.default_msgs import get_workflow_error_msg +from app.agent.workflows.agent_workflow import workflow_engine +from app.config import settings +from app.database import AsyncSessionLocal +from app.repositories import conversation_repository, session_repository +from app.schemas.agent import AgentMode +from app.schemas.language import Language +from app.services.conversation import ConversationService +from celery import shared_task + +logger = logging.getLogger(__name__) + + +def _resolve_conversation_params( + conversation: object | None, +) -> tuple[Language | None, AgentMode]: + if conversation is None: + return None, AgentMode.GENERAL + language = Language(conversation.language) if conversation.language else None # type: ignore + agent_mode = ( + AgentMode(conversation.agent_mode) # type: ignore + if conversation.agent_mode # type: ignore + else AgentMode.GENERAL + ) + return language, agent_mode + + +async def _run( + task_id: str, + session_id: str, + conversation_id: str, + user_id: str, + message: str, + callback_url: str, +) -> None: + async with AsyncSessionLocal() as db: + service = ConversationService(db) + conversation = await conversation_repository.get_by_id(db, UUID(conversation_id)) + session = await session_repository.get_by_id(db, UUID(session_id)) + + language, agent_mode = _resolve_conversation_params(conversation) + + history: list[dict] = [] + if conversation is not None: + try: + history = await service.build_history(conversation) + except Exception: + logger.exception("Failed to build history — proceeding with empty history") + + try: + response_text = await workflow_engine.run( + user_id=UUID(user_id), + message=message, + history=history, + mode=agent_mode, + language=language, + ) + except Exception: + logger.exception("Workflow failed for task %s", task_id) + response_text = get_workflow_error_msg(language) + + if conversation is not None and session is not None: + try: + await service.save_messages( + conversation_id=UUID(conversation_id), + session_id=UUID(session_id), + user_message=message, + assistant_message=response_text, + ) + except Exception: + logger.exception("Failed to save messages for task %s", task_id) + + try: + async with httpx.AsyncClient(timeout=10.0) as client: + await client.post( + callback_url, + json={"task_id": task_id, "status": "done", "result": response_text}, + ) + except httpx.HTTPError as exc: + logger.warning("Callback failed for task %s: %s", task_id, exc) + + +@shared_task(bind=True, max_retries=settings.max_retries, default_retry_delay=5) +def process_message( + self: Any, + session_id: str, + conversation_id: str, + user_id: str, + message: str, + callback_url: str, +) -> None: + asyncio.run( + _run( + task_id=self.request.id, + session_id=session_id, + conversation_id=conversation_id, + user_id=user_id, + message=message, + callback_url=callback_url, + ) + ) diff --git a/agent/app/integrations/ow_backend/__init__.py b/agent/app/integrations/ow_backend/__init__.py new file mode 100644 index 000000000..802a926c2 --- /dev/null +++ b/agent/app/integrations/ow_backend/__init__.py @@ -0,0 +1,3 @@ +from app.integrations.ow_backend.client import ow_client + +__all__ = ["ow_client"] diff --git a/agent/app/integrations/ow_backend/client.py b/agent/app/integrations/ow_backend/client.py new file mode 100644 index 000000000..ad4d97a87 --- /dev/null +++ b/agent/app/integrations/ow_backend/client.py @@ -0,0 +1,153 @@ +"""HTTP client for the Open Wearables backend REST API.""" + +from __future__ import annotations + +from datetime import date +from uuid import UUID + +import httpx + +from app.config import settings + + +class OWClient: + """Thin async HTTP client for the OW backend. + + Each method opens a short-lived httpx.AsyncClient per call so that the + client is safe to use from Celery async contexts without keeping a + persistent connection pool. + """ + + def _headers(self) -> dict[str, str]: + return {"X-Open-Wearables-API-Key": settings.ow_api_key.get_secret_value()} + + def _base(self) -> str: + return settings.ow_api_url.rstrip("/") + + async def get_user_profile(self, user_id: UUID) -> dict: + """GET /users/{user_id} — basic profile (name, email, birth_date, sex, gender).""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}", + headers=self._headers(), + ) + resp.raise_for_status() + return resp.json() + + async def get_body_summary(self, user_id: UUID) -> dict: + """GET /users/{user_id}/summaries/body — weight, height, BMI, body fat, resting HR, HRV.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/summaries/body", + headers=self._headers(), + ) + resp.raise_for_status() + return resp.json() + + async def get_timeseries( + self, + user_id: UUID, + start_time: str, + end_time: str, + types: list[str], + resolution: str = "1hour", + ) -> dict: + """GET /users/{user_id}/timeseries — HR, SpO2, and other time-series data.""" + params: list[tuple[str, str]] = [ + ("start_time", start_time), + ("end_time", end_time), + ("resolution", resolution), + ] + for t in types: + params.append(("types[]", t)) + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/timeseries", + headers=self._headers(), + params=params, # type: ignore + ) + resp.raise_for_status() + return resp.json() + + async def get_activity_summaries( + self, + user_id: UUID, + start_date: date | str, + end_date: date | str, + ) -> dict: + """GET /users/{user_id}/summaries/activity — daily steps, calories, HR.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/summaries/activity", + headers=self._headers(), + params={"start_date": str(start_date), "end_date": str(end_date)}, + ) + resp.raise_for_status() + return resp.json() + + async def get_sleep_summaries( + self, + user_id: UUID, + start_date: date | str, + end_date: date | str, + ) -> dict: + """GET /users/{user_id}/summaries/sleep — duration, efficiency, stages.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/summaries/sleep", + headers=self._headers(), + params={"start_date": str(start_date), "end_date": str(end_date)}, + ) + resp.raise_for_status() + return resp.json() + + async def get_recovery_summaries( + self, + user_id: UUID, + start_date: date | str, + end_date: date | str, + ) -> dict: + """GET /users/{user_id}/summaries/recovery — resting HR, HRV, SpO2, sleep efficiency.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/summaries/recovery", + headers=self._headers(), + params={"start_date": str(start_date), "end_date": str(end_date)}, + ) + resp.raise_for_status() + return resp.json() + + async def get_workout_events( + self, + user_id: UUID, + start_date: date | str, + end_date: date | str, + ) -> dict: + """GET /users/{user_id}/events/workouts — workout sessions with HR and calories.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/events/workouts", + headers=self._headers(), + params={"start_date": str(start_date), "end_date": str(end_date)}, + ) + resp.raise_for_status() + return resp.json() + + async def get_sleep_events( + self, + user_id: UUID, + start_date: date | str, + end_date: date | str, + ) -> dict: + """GET /users/{user_id}/events/sleep — detailed sleep sessions with stage intervals.""" + async with httpx.AsyncClient() as client: + resp = await client.get( + f"{self._base()}/api/v1/users/{user_id}/events/sleep", + headers=self._headers(), + params={"start_date": str(start_date), "end_date": str(end_date)}, + ) + resp.raise_for_status() + return resp.json() + + +ow_client = OWClient() diff --git a/agent/app/integrations/sentry.py b/agent/app/integrations/sentry.py new file mode 100644 index 000000000..d2d804813 --- /dev/null +++ b/agent/app/integrations/sentry.py @@ -0,0 +1,12 @@ +import sentry_sdk + +from app.config import settings + + +def init_sentry() -> None: + if settings.SENTRY_ENABLED: + sentry_sdk.init( + dsn=settings.SENTRY_DSN, + environment=settings.SENTRY_ENV, + traces_sample_rate=settings.SENTRY_SAMPLES_RATE, + ) diff --git a/agent/app/main.py b/agent/app/main.py new file mode 100644 index 000000000..a25d407eb --- /dev/null +++ b/agent/app/main.py @@ -0,0 +1,37 @@ +from logging import INFO, basicConfig + +from fastapi import FastAPI, Request +from fastapi.exceptions import RequestValidationError + +from app.agent.utils.model_utils import validate_llm_config +from app.api import head_router +from app.config import settings +from app.integrations.celery import create_celery +from app.integrations.sentry import init_sentry +from app.middlewares import add_cors_middleware +from app.utils.exceptions import handle_exception +from app.utils.healthcheck import healthcheck_router + +basicConfig(level=INFO, format="[%(asctime)s - %(name)s] (%(levelname)s) %(message)s") + +validate_llm_config() + +api = FastAPI(title=settings.api_name) +celery_app = create_celery() +init_sentry() + +add_cors_middleware(api) + + +@api.get("/") +async def root() -> dict[str, str]: + return {"message": "Server is running!"} + + +@api.exception_handler(RequestValidationError) +async def request_validation_exception_handler(_: Request, exc: RequestValidationError) -> None: + raise handle_exception(exc, "") + + +api.include_router(head_router, prefix=settings.api_latest) +api.include_router(healthcheck_router, prefix="/health", tags=["health"]) diff --git a/agent/app/mappings.py b/agent/app/mappings.py new file mode 100644 index 000000000..386018b74 --- /dev/null +++ b/agent/app/mappings.py @@ -0,0 +1,41 @@ +from datetime import datetime +from decimal import Decimal +from typing import Annotated, TypeVar +from uuid import UUID, uuid4 + +from pydantic import EmailStr +from sqlalchemy import DateTime, Numeric, String, func +from sqlalchemy.dialects.postgresql import UUID as PGUUID +from sqlalchemy.orm import mapped_column + +T = TypeVar("T") + +# Pre-defined indexes +Indexed = Annotated[T, mapped_column(index=True)] +PrimaryKey = Annotated[T, mapped_column(primary_key=True)] + +# use for composite integer primary keys (single PK int will have it auto enabled) +PKAutoIncrement = Annotated[T, mapped_column(primary_key=True, autoincrement=True)] + +Unique = Annotated[T, mapped_column(unique=True)] +UniqueIndex = Annotated[T, mapped_column(index=True, unique=True)] + +# Relationship types +type OneToMany[T] = list[T] +type ManyToOne[T] = T + +# Custom types +datetime_tz = Annotated[datetime, mapped_column(DateTime(timezone=True))] +UUIDPrimaryKey = Annotated[UUID, mapped_column(PGUUID(as_uuid=True), primary_key=True, default=uuid4)] +CreatedAt = Annotated[datetime, mapped_column(DateTime(timezone=True), server_default=func.now())] +UpdatedAt = Annotated[datetime, mapped_column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())] +email = Annotated[EmailStr, mapped_column(String)] + +str_10 = Annotated[str, mapped_column(String(10))] +str_50 = Annotated[str, mapped_column(String(50))] +str_100 = Annotated[str, mapped_column(String(100))] +str_255 = Annotated[str, mapped_column(String(255))] + +numeric_10_3 = Annotated[Decimal, mapped_column(Numeric(10, 3))] +numeric_10_2 = Annotated[Decimal, mapped_column(Numeric(10, 2))] +numeric_15_5 = Annotated[Decimal, mapped_column(Numeric(15, 5))] diff --git a/agent/app/middlewares.py b/agent/app/middlewares.py new file mode 100644 index 000000000..5365aafc6 --- /dev/null +++ b/agent/app/middlewares.py @@ -0,0 +1,18 @@ +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +from app.config import settings + + +def add_cors_middleware(app: FastAPI) -> None: + cors_origins = [str(origin).rstrip("/") for origin in settings.cors_origins] + if settings.cors_allow_all: + cors_origins = ["*"] + + app.add_middleware( + CORSMiddleware, # type: ignore[invalid-argument-type] + allow_origins=cors_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) diff --git a/agent/app/models/__init__.py b/agent/app/models/__init__.py new file mode 100644 index 000000000..4074f99cc --- /dev/null +++ b/agent/app/models/__init__.py @@ -0,0 +1,5 @@ +from app.models.chat_session import Session +from app.models.conversation import Conversation +from app.models.message import Message + +__all__ = ["Session", "Conversation", "Message"] diff --git a/agent/app/models/chat_session.py b/agent/app/models/chat_session.py new file mode 100644 index 000000000..644c21b8e --- /dev/null +++ b/agent/app/models/chat_session.py @@ -0,0 +1,36 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING +from uuid import UUID + +if TYPE_CHECKING: + from app.models.conversation import Conversation + from app.models.message import Message + +from sqlalchemy import Boolean, ForeignKey, Integer +from sqlalchemy.dialects.postgresql import UUID as PGUUID +from sqlalchemy.orm import Mapped, mapped_column, relationship + +from app.database import BaseDbModel +from app.mappings import CreatedAt, UpdatedAt, UUIDPrimaryKey + + +class Session(BaseDbModel): + __tablename__ = "sessions" + + id: Mapped[UUIDPrimaryKey] + conversation_id: Mapped[UUID] = mapped_column( + PGUUID(as_uuid=True), + ForeignKey("conversations.id", ondelete="CASCADE"), + nullable=False, + index=True, + ) + active: Mapped[bool] = mapped_column(Boolean, default=True, server_default="true", nullable=False) + request_count: Mapped[int] = mapped_column(Integer, default=0, server_default="0", nullable=False) + created_at: Mapped[CreatedAt] + updated_at: Mapped[UpdatedAt] + + conversation: Mapped["Conversation"] = relationship(back_populates="sessions") # type: ignore[name-defined] + messages: Mapped[list["Message"]] = relationship( # type: ignore[name-defined] + back_populates="session", passive_deletes=True + ) diff --git a/agent/app/models/conversation.py b/agent/app/models/conversation.py new file mode 100644 index 000000000..73054a4b4 --- /dev/null +++ b/agent/app/models/conversation.py @@ -0,0 +1,41 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING +from uuid import UUID + +if TYPE_CHECKING: + from app.models.chat_session import Session + from app.models.message import Message + +from sqlalchemy import Enum, String, Text +from sqlalchemy.dialects.postgresql import UUID as PGUUID +from sqlalchemy.orm import Mapped, mapped_column, relationship + +from app.database import BaseDbModel +from app.mappings import CreatedAt, UpdatedAt, UUIDPrimaryKey +from app.schemas.agent import ConversationStatus + + +class Conversation(BaseDbModel): + __tablename__ = "conversations" + + id: Mapped[UUIDPrimaryKey] + user_id: Mapped[UUID] = mapped_column(PGUUID(as_uuid=True), nullable=False, index=True) + status: Mapped[ConversationStatus] = mapped_column( + Enum(ConversationStatus, values_callable=lambda x: [e.value for e in x], create_type=False), + nullable=False, + default=ConversationStatus.ACTIVE, + server_default=ConversationStatus.ACTIVE.value, + ) + language: Mapped[str | None] = mapped_column(String(10), nullable=True) + agent_mode: Mapped[str | None] = mapped_column(String(50), nullable=True) + summary: Mapped[str | None] = mapped_column(Text, nullable=True) + created_at: Mapped[CreatedAt] + updated_at: Mapped[UpdatedAt] + + sessions: Mapped[list["Session"]] = relationship( # type: ignore[name-defined] + back_populates="conversation", cascade="all, delete-orphan" + ) + messages: Mapped[list["Message"]] = relationship( # type: ignore[name-defined] + back_populates="conversation", cascade="all, delete-orphan" + ) diff --git a/agent/app/models/message.py b/agent/app/models/message.py new file mode 100644 index 000000000..43590c7b9 --- /dev/null +++ b/agent/app/models/message.py @@ -0,0 +1,43 @@ +from __future__ import annotations + +from typing import TYPE_CHECKING +from uuid import UUID + +if TYPE_CHECKING: + from app.models.chat_session import Session + from app.models.conversation import Conversation + +from sqlalchemy import Enum, ForeignKey, Text +from sqlalchemy.dialects.postgresql import UUID as PGUUID +from sqlalchemy.orm import Mapped, mapped_column, relationship + +from app.database import BaseDbModel +from app.mappings import CreatedAt, UUIDPrimaryKey +from app.schemas.agent import MessageRole + + +class Message(BaseDbModel): + __tablename__ = "messages" + + id: Mapped[UUIDPrimaryKey] + conversation_id: Mapped[UUID] = mapped_column( + PGUUID(as_uuid=True), + ForeignKey("conversations.id", ondelete="CASCADE"), + nullable=False, + index=True, + ) + session_id: Mapped[UUID | None] = mapped_column( + PGUUID(as_uuid=True), + ForeignKey("sessions.id", ondelete="SET NULL"), + nullable=True, + index=True, + ) + role: Mapped[MessageRole] = mapped_column( + Enum(MessageRole, values_callable=lambda x: [e.value for e in x], create_type=False), + nullable=False, + ) + content: Mapped[str] = mapped_column(Text, nullable=False) + created_at: Mapped[CreatedAt] + + conversation: Mapped["Conversation"] = relationship(back_populates="messages") # type: ignore[name-defined] + session: Mapped["Session | None"] = relationship(back_populates="messages") # type: ignore[name-defined] diff --git a/agent/app/repositories/__init__.py b/agent/app/repositories/__init__.py new file mode 100644 index 000000000..22b081313 --- /dev/null +++ b/agent/app/repositories/__init__.py @@ -0,0 +1,15 @@ +from app.repositories.chat_session import SessionRepository, session_repository +from app.repositories.conversation import ConversationRepository, conversation_repository +from app.repositories.message import MessageRepository, message_repository +from app.repositories.repositories import AsyncCrudRepository, CrudRepository + +__all__ = [ + "AsyncCrudRepository", + "CrudRepository", + "SessionRepository", + "session_repository", + "ConversationRepository", + "conversation_repository", + "MessageRepository", + "message_repository", +] diff --git a/agent/app/repositories/chat_session.py b/agent/app/repositories/chat_session.py new file mode 100644 index 000000000..d54a726ac --- /dev/null +++ b/agent/app/repositories/chat_session.py @@ -0,0 +1,56 @@ +from datetime import datetime, timedelta, timezone +from uuid import UUID + +from pydantic import BaseModel +from sqlalchemy import select, update +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.chat_session import Session +from app.repositories.repositories import AsyncCrudRepository + + +class SessionCreate(BaseModel): + conversation_id: UUID + + +class SessionDeactivate(BaseModel): + active: bool = False + + +class SessionRepository(AsyncCrudRepository[Session, SessionCreate, SessionDeactivate]): + def __init__(self) -> None: + super().__init__(Session) + + async def create(self, db: AsyncSession, conversation_id: UUID) -> Session: # type: ignore + return await super().create(db, SessionCreate(conversation_id=conversation_id)) + + async def get_by_id(self, db: AsyncSession, session_id: UUID) -> Session | None: + return await super().get(db, session_id) + + async def get_active_by_conversation_id(self, db: AsyncSession, conversation_id: UUID) -> Session | None: + result = await db.execute( + select(Session).where( + Session.conversation_id == conversation_id, + Session.active.is_(True), + ) + ) + return result.scalar_one_or_none() + + async def deactivate(self, db: AsyncSession, obj: Session) -> Session: + return await super().update(db, obj, SessionDeactivate()) + + async def increment_request_count(self, db: AsyncSession, obj: Session) -> None: + obj.request_count += 1 + db.add(obj) + await db.commit() + + async def deactivate_expired(self, db: AsyncSession, max_age: timedelta) -> int: + threshold = datetime.now(tz=timezone.utc) - max_age + result = await db.execute( + update(Session).where(Session.active.is_(True), Session.updated_at < threshold).values(active=False) + ) + await db.commit() + return result.rowcount # type: ignore + + +session_repository = SessionRepository() diff --git a/agent/app/repositories/conversation.py b/agent/app/repositories/conversation.py new file mode 100644 index 000000000..5aac0cfe6 --- /dev/null +++ b/agent/app/repositories/conversation.py @@ -0,0 +1,88 @@ +from datetime import datetime, timedelta, timezone +from uuid import UUID + +from pydantic import BaseModel +from sqlalchemy import select, update +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.conversation import Conversation +from app.repositories.repositories import AsyncCrudRepository +from app.schemas.agent import ConversationStatus + + +class ConversationCreate(BaseModel): + user_id: UUID + status: ConversationStatus = ConversationStatus.ACTIVE + language: str | None = None + agent_mode: str | None = None + + +class ConversationStatusUpdate(BaseModel): + status: ConversationStatus + + +class ConversationSummaryUpdate(BaseModel): + summary: str + + +class ConversationRepository(AsyncCrudRepository[Conversation, ConversationCreate, ConversationStatusUpdate]): + def __init__(self) -> None: + super().__init__(Conversation) + + async def create( # type: ignore + self, + db: AsyncSession, + user_id: UUID, + language: str | None = None, + agent_mode: str | None = None, + ) -> Conversation: + return await super().create(db, ConversationCreate(user_id=user_id, language=language, agent_mode=agent_mode)) + + async def get_by_id(self, db: AsyncSession, conversation_id: UUID) -> Conversation | None: + return await super().get(db, conversation_id) + + async def get_active_by_user_id(self, db: AsyncSession, user_id: UUID) -> Conversation | None: + result = await db.execute( + select(Conversation).where( + Conversation.user_id == user_id, + Conversation.status == ConversationStatus.ACTIVE, + ) + ) + return result.scalar_one_or_none() + + async def update_status(self, db: AsyncSession, obj: Conversation, status: ConversationStatus) -> Conversation: + return await super().update(db, obj, ConversationStatusUpdate(status=status)) + + async def update_summary(self, db: AsyncSession, obj: Conversation, summary: str) -> Conversation: + return await super().update(db, obj, ConversationSummaryUpdate(summary=summary)) # type: ignore + + async def mark_inactive_stale(self, db: AsyncSession, max_age: timedelta) -> int: + """Mark ACTIVE conversations as INACTIVE when updated_at is older than max_age.""" + threshold = datetime.now(tz=timezone.utc) - max_age + result = await db.execute( + update(Conversation) + .where( + Conversation.status == ConversationStatus.ACTIVE, + Conversation.updated_at < threshold, + ) + .values(status=ConversationStatus.INACTIVE) + ) + await db.commit() + return result.rowcount # type: ignore + + async def close_stale(self, db: AsyncSession, inactive_since: timedelta) -> int: + """Close INACTIVE conversations that have been idle long enough.""" + threshold = datetime.now(tz=timezone.utc) - inactive_since + result = await db.execute( + update(Conversation) + .where( + Conversation.status == ConversationStatus.INACTIVE, + Conversation.updated_at < threshold, + ) + .values(status=ConversationStatus.CLOSED) + ) + await db.commit() + return result.rowcount # type: ignore + + +conversation_repository = ConversationRepository() diff --git a/agent/app/repositories/message.py b/agent/app/repositories/message.py new file mode 100644 index 000000000..720ceff9b --- /dev/null +++ b/agent/app/repositories/message.py @@ -0,0 +1,44 @@ +from uuid import UUID + +from sqlalchemy import select +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.message import Message +from app.repositories.repositories import AsyncCrudRepository +from app.schemas.agent import MessageRole +from app.schemas.message import MessageCreate + + +class MessageRepository(AsyncCrudRepository[Message, MessageCreate, MessageCreate]): + def __init__(self) -> None: + super().__init__(Message) + + async def create( # type: ignore + self, + db: AsyncSession, + conversation_id: UUID, + role: MessageRole, + content: str, + session_id: UUID | None = None, + ) -> Message: + return await super().create( + db, + MessageCreate( + conversation_id=conversation_id, + session_id=session_id, + role=role, + content=content, + ), + ) + + async def get_by_conversation_id( + self, db: AsyncSession, conversation_id: UUID, limit: int | None = None + ) -> list[Message]: + query = select(Message).where(Message.conversation_id == conversation_id).order_by(Message.created_at) + if limit is not None: + query = query.limit(limit) + result = await db.execute(query) + return list(result.scalars().all()) + + +message_repository = MessageRepository() diff --git a/agent/app/repositories/repositories.py b/agent/app/repositories/repositories.py new file mode 100644 index 000000000..97957f7f3 --- /dev/null +++ b/agent/app/repositories/repositories.py @@ -0,0 +1,128 @@ +from uuid import UUID + +from pydantic import BaseModel +from sqlalchemy import select +from sqlalchemy.ext.asyncio import AsyncSession +from sqlalchemy.orm import Query + +from app.database import BaseDbModel, DbSession + + +class CrudRepository[ + ModelType: BaseDbModel, + CreateSchemaType: BaseModel, + UpdateSchemaType: BaseModel, +]: + """Class to manage database operations.""" + + def __init__(self, model: type[ModelType]): + self.model = model + + def create(self, db_session: DbSession, creator: CreateSchemaType) -> ModelType: + creation_data = creator.model_dump() + creation = self.model(**creation_data) + db_session.add(creation) + db_session.commit() + db_session.refresh(creation) + return creation + + def get(self, db_session: DbSession, object_id: UUID | int) -> ModelType | None: + return db_session.query(self.model).filter(self.model.id == object_id).one_or_none() # type: ignore + + def get_all( + self, + db_session: DbSession, + filters: dict[str, str], + offset: int, + limit: int, + sort_by: str | None, + ) -> list[ModelType]: + query: Query = db_session.query(self.model) + + for field, value in filters.items(): + query = query.filter(getattr(self.model, field) == value) + + if sort_by: + query = query.order_by(getattr(self.model, sort_by)) + + return query.offset(offset).limit(limit).all() + + def update( + self, + db_session: DbSession, + originator: ModelType, + updater: UpdateSchemaType, + ) -> ModelType: + updater_data = updater.model_dump(exclude_none=True) + for field_name, field_value in updater_data.items(): + setattr(originator, field_name, field_value) + db_session.add(originator) + db_session.commit() + db_session.refresh(originator) + return originator + + def delete(self, db_session: DbSession, originator: ModelType) -> ModelType: + db_session.delete(originator) + db_session.commit() + return originator + + +class AsyncCrudRepository[ + ModelType: BaseDbModel, + CreateSchemaType: BaseModel, + UpdateSchemaType: BaseModel, +]: + """Class to manage async database operations.""" + + def __init__(self, model: type[ModelType]): + self.model = model + + async def create(self, db_session: AsyncSession, creator: CreateSchemaType) -> ModelType: + creation_data = creator.model_dump() + creation = self.model(**creation_data) + db_session.add(creation) + await db_session.commit() + await db_session.refresh(creation) + return creation + + async def get(self, db_session: AsyncSession, object_id: UUID | int) -> ModelType | None: + result = await db_session.execute(select(self.model).where(self.model.id == object_id)) # type: ignore + return result.scalar_one_or_none() + + async def get_all( + self, + db_session: AsyncSession, + filters: dict[str, str], + offset: int, + limit: int, + sort_by: str | None, + ) -> list[ModelType]: + query = select(self.model) + + for field, value in filters.items(): + query = query.where(getattr(self.model, field) == value) + + if sort_by: + query = query.order_by(getattr(self.model, sort_by)) + + result = await db_session.execute(query.offset(offset).limit(limit)) + return list(result.scalars().all()) + + async def update( + self, + db_session: AsyncSession, + originator: ModelType, + updater: UpdateSchemaType, + ) -> ModelType: + updater_data = updater.model_dump(exclude_none=True) + for field_name, field_value in updater_data.items(): + setattr(originator, field_name, field_value) + db_session.add(originator) + await db_session.commit() + await db_session.refresh(originator) + return originator + + async def delete(self, db_session: AsyncSession, originator: ModelType) -> ModelType: + await db_session.delete(originator) + await db_session.commit() + return originator diff --git a/agent/app/schemas/__init__.py b/agent/app/schemas/__init__.py new file mode 100644 index 000000000..aef09b5ad --- /dev/null +++ b/agent/app/schemas/__init__.py @@ -0,0 +1,3 @@ +from app.schemas.common import FilterParams + +__all__ = ["FilterParams"] diff --git a/agent/app/schemas/agent.py b/agent/app/schemas/agent.py new file mode 100644 index 000000000..1d9789b8f --- /dev/null +++ b/agent/app/schemas/agent.py @@ -0,0 +1,26 @@ +from enum import StrEnum + +from pydantic import BaseModel + + +class AgentMode(StrEnum): + GENERAL = "general" + + +class ConversationStatus(StrEnum): + ACTIVE = "active" + INACTIVE = "inactive" + CLOSED = "closed" + + +class BaseAgentQueryRequest(BaseModel): + message: str + + +class BaseAgentQueryResponse(BaseModel): + response: str + + +class MessageRole(StrEnum): + USER = "user" + ASSISTANT = "assistant" diff --git a/agent/app/schemas/chat.py b/agent/app/schemas/chat.py new file mode 100644 index 000000000..101e741a9 --- /dev/null +++ b/agent/app/schemas/chat.py @@ -0,0 +1,10 @@ +from pydantic import AnyHttpUrl, BaseModel, Field + + +class ChatRequest(BaseModel): + message: str = Field(..., min_length=1, max_length=4000) + callback_url: AnyHttpUrl + + +class ChatTaskResponse(BaseModel): + task_id: str diff --git a/agent/app/schemas/common.py b/agent/app/schemas/common.py new file mode 100644 index 000000000..f12163e47 --- /dev/null +++ b/agent/app/schemas/common.py @@ -0,0 +1,27 @@ +from pydantic import BaseModel, Field, field_validator + +from app.config import settings +from app.database import BaseDbModel + + +class FilterParams(BaseModel): + filters: dict[str, str] = Field(default_factory=dict) + page: int = Field(default=1, ge=1) + limit: int = Field(default=settings.paging_limit, ge=1) + sort_by: str | None = Field(default=None) + + @field_validator("filters") + @classmethod + def validate_filters(cls, v: dict[str, str]) -> dict[str, str]: + """Remove empty or whitespace-only filters.""" + return {k: value for k, value in v.items() if value and value.strip()} + + def validate_against_model(self, model_class: type[BaseDbModel]) -> None: + """Validate that filter and sort fields exist in the model.""" + allowed_fields = {field.name for field in model_class.__table__.columns} + + if invalid := set(self.filters.keys()) - allowed_fields: + raise ValueError(f"Invalid filter fields: {invalid}") + + if self.sort_by and self.sort_by not in allowed_fields: + raise ValueError(f"Invalid sort field: {self.sort_by}") diff --git a/agent/app/schemas/conversation.py b/agent/app/schemas/conversation.py new file mode 100644 index 000000000..bafbc828e --- /dev/null +++ b/agent/app/schemas/conversation.py @@ -0,0 +1,26 @@ +from datetime import datetime +from uuid import UUID + +from pydantic import BaseModel + +from app.schemas.agent import AgentMode +from app.schemas.language import Language + + +class ConversationRequest(BaseModel): + conversation_id: UUID | None = None + language: Language | None = None + agent_mode: AgentMode | None = None + + +class ConversationCreateResponse(BaseModel): + conversation_id: UUID + created_at: datetime + + model_config = {"from_attributes": True} + + +class ConversationDeactivateResponse(BaseModel): + conversation_id: UUID + + model_config = {"from_attributes": True} diff --git a/agent/app/schemas/language.py b/agent/app/schemas/language.py new file mode 100644 index 000000000..7a233fe20 --- /dev/null +++ b/agent/app/schemas/language.py @@ -0,0 +1,16 @@ +from enum import Enum + + +class Language(str, Enum): + english = "en" + polish = "pl" + german = "de" + spanish = "es" + + +LANGUAGE_NAMES: dict["Language", str] = { + Language.english: "English", + Language.polish: "Polish", + Language.german: "German", + Language.spanish: "Spanish", +} diff --git a/agent/app/schemas/message.py b/agent/app/schemas/message.py new file mode 100644 index 000000000..cce1cbc05 --- /dev/null +++ b/agent/app/schemas/message.py @@ -0,0 +1,16 @@ +from uuid import UUID + +from pydantic import BaseModel + +from app.schemas.agent import MessageRole + + +class MessageBase(BaseModel): + conversation_id: UUID + session_id: UUID | None = None + role: MessageRole + content: str + + +class MessageCreate(MessageBase): + pass diff --git a/agent/app/services/__init__.py b/agent/app/services/__init__.py new file mode 100644 index 000000000..b2daafa60 --- /dev/null +++ b/agent/app/services/__init__.py @@ -0,0 +1,4 @@ +from app.services.conversation import ConversationService +from app.services.services import AppService + +__all__ = ["AppService", "ConversationService"] diff --git a/agent/app/services/conversation.py b/agent/app/services/conversation.py new file mode 100644 index 000000000..bac53d079 --- /dev/null +++ b/agent/app/services/conversation.py @@ -0,0 +1,176 @@ +import logging +from uuid import UUID + +from sqlalchemy import func + +from app.database import AsyncDbSession +from app.models.chat_session import Session +from app.models.conversation import Conversation +from app.repositories import ( + conversation_repository, + message_repository, + session_repository, +) +from app.schemas.agent import ConversationStatus, MessageRole +from app.utils.exceptions import ( + AccessDeniedError, + ConflictError, + GoneError, + ResourceNotFoundError, + handle_exceptions, +) + +logger = logging.getLogger(__name__) + + +class ConversationService: + name = "conversation" + + def __init__(self, db: AsyncDbSession) -> None: + self._db = db + + @handle_exceptions + async def upsert( + self, + user_id: UUID, + conversation_id: UUID | None = None, + language: str | None = None, + agent_mode: str | None = None, + ) -> tuple[Conversation, Session]: + """Get or create a conversation+session pair for the user. + + If conversation_id is provided and valid (active conversation owned by this user), + reuse its active session or open a new one. Otherwise find or create an active + conversation and open a new session on it. + """ + if conversation_id is not None: + conversation = await conversation_repository.get_by_id(self._db, conversation_id) + if ( + conversation is not None + and conversation.user_id == user_id + and conversation.status == ConversationStatus.ACTIVE + ): + existing_session = await session_repository.get_active_by_conversation_id(self._db, conversation.id) + if existing_session is not None: + logger.info(f"Reusing session {existing_session.id} on conversation {conversation.id}") + return conversation, existing_session + + new_session = await session_repository.create(self._db, conversation.id) + logger.info(f"Created session {new_session.id} on conversation {conversation.id}") + return conversation, new_session + + conversation = await conversation_repository.get_active_by_user_id(self._db, user_id) + if conversation is not None: + existing_session = await session_repository.get_active_by_conversation_id(self._db, conversation.id) + if existing_session is not None: + logger.info(f"Reusing session {existing_session.id} for user {user_id}") + return conversation, existing_session + + new_session = await session_repository.create(self._db, conversation.id) + logger.info(f"Created session {new_session.id} on existing conversation {conversation.id}") + return conversation, new_session + + conversation = await conversation_repository.create(self._db, user_id, language=language, agent_mode=agent_mode) + new_session = await session_repository.create(self._db, conversation.id) + logger.info(f"Created conversation {conversation.id} and session {new_session.id} for user {user_id}") + return conversation, new_session + + @handle_exceptions + async def get_active(self, conversation_id: UUID, user_id: UUID) -> tuple[Conversation, Session]: + """Validate and return the active conversation + session.""" + conversation = await conversation_repository.get_by_id(self._db, conversation_id) + + if conversation is None: + raise ResourceNotFoundError("conversation", conversation_id) + + if conversation.user_id != user_id: + raise AccessDeniedError("conversation") + + if conversation.status == ConversationStatus.CLOSED: + raise GoneError("Conversation is closed.") + + session = await session_repository.get_active_by_conversation_id(self._db, conversation_id) + + if session is None: + raise GoneError("No active session.") + + return conversation, session + + @handle_exceptions + async def deactivate(self, conversation_id: UUID, user_id: UUID) -> Conversation: + conversation = await conversation_repository.get_by_id(self._db, conversation_id) + + if conversation is None: + raise ResourceNotFoundError("conversation", conversation_id) + + if conversation.user_id != user_id: + raise AccessDeniedError("conversation") + + session = await session_repository.get_active_by_conversation_id(self._db, conversation_id) + + if session is None: + raise ConflictError("No active session to deactivate.") + + await session_repository.deactivate(self._db, session) + return conversation + + @handle_exceptions + async def save_messages( + self, + conversation_id: UUID, + session_id: UUID, + user_message: str, + assistant_message: str, + ) -> None: + """Persist user + assistant message pair and update conversation timestamp.""" + session = await session_repository.get_by_id(self._db, session_id) + if session is None: + logger.warning("Session %s not found; messages saved without incrementing request count", session_id) + + await message_repository.create(self._db, conversation_id, MessageRole.USER, user_message, session_id) + await message_repository.create(self._db, conversation_id, MessageRole.ASSISTANT, assistant_message, session_id) + + if session is not None: + await session_repository.increment_request_count(self._db, session) + + await self._touch_conversation(conversation_id) + + async def _touch_conversation(self, conversation_id: UUID) -> None: + """Update conversation.updated_at so lifecycle worker can track staleness.""" + conversation = await conversation_repository.get_by_id(self._db, conversation_id) + if conversation is not None: + conversation.updated_at = func.now() + self._db.add(conversation) + await self._db.commit() + + @handle_exceptions + async def build_history(self, conversation: Conversation) -> list[dict[str, str]]: + """Return message history for the LLM, summarizing if over threshold. + + Imported lazily to avoid circular imports with workflow_engine. + """ + from app.config import settings + + messages = await message_repository.get_by_conversation_id(self._db, conversation.id) + + if not messages: + return [] + + threshold = settings.history_summary_threshold + + if len(messages) <= threshold: + return [{"role": m.role.value, "content": m.content} for m in messages] + + old = messages[: len(messages) - threshold] + recent = messages[len(messages) - threshold :] + + if not conversation.summary: + from app.agent.workflows.agent_workflow import workflow_engine + + old_history = [{"role": m.role.value, "content": m.content} for m in old] + summary = await workflow_engine.summarize(old_history) + await conversation_repository.update_summary(self._db, conversation, summary) + conversation.summary = summary + + recent_history = [{"role": m.role.value, "content": m.content} for m in recent] + return [{"role": "system", "content": f"Earlier conversation summary: {conversation.summary}"}] + recent_history diff --git a/agent/app/services/services.py b/agent/app/services/services.py new file mode 100644 index 000000000..d31529d0a --- /dev/null +++ b/agent/app/services/services.py @@ -0,0 +1,98 @@ +from logging import Logger +from uuid import UUID + +from pydantic import BaseModel + +from app.database import BaseDbModel, DbSession +from app.repositories import CrudRepository +from app.schemas import FilterParams +from app.utils.exceptions import ResourceNotFoundError, handle_exceptions + + +class AppService[ + CrudModelType: CrudRepository, + ModelType: BaseDbModel, + CreateSchemaType: BaseModel, + UpdateSchemaType: BaseModel, +]: + """Class to prepare CrudRepository to being used by API views.""" + + def __init__( + self, + crud_model: type[CrudModelType], + model: type[ModelType], + log: Logger, + **kwargs, + ): + self.crud = crud_model(model) + self.name = self.crud.model.__name__.lower() + self.logger = log + super().__init__(**kwargs) + + @handle_exceptions + def create(self, db_session: DbSession, creator: CreateSchemaType) -> ModelType: + creation = self.crud.create(db_session, creator) + self.logger.info(f"Created {self.name} with ID: {creation.id}.") + return creation + + @handle_exceptions + def get( + self, + db_session: DbSession, + object_id: UUID | int, + raise_404: bool = False, + print_log: bool = True, + ) -> ModelType | None: + if not (fetched := self.crud.get(db_session, object_id)) and raise_404: + raise ResourceNotFoundError(self.name, object_id) + + if fetched and print_log: + self.logger.info(f"Fetched {self.name} with ID: {fetched.id}.") + elif not fetched: + self.logger.info(f"{self.name} with ID: {object_id} not found.") + + return fetched + + @handle_exceptions + def get_all( + self, + db_session: DbSession, + filter_params: FilterParams, + raise_404: bool = False, + ) -> list[ModelType]: + filter_params.validate_against_model(self.crud.model) + + offset = (filter_params.page - 1) * filter_params.limit + + fetched = self.crud.get_all( + db_session, + filter_params.filters, + offset, + filter_params.limit, + filter_params.sort_by, + ) + + if not fetched and raise_404: + raise ResourceNotFoundError(self.name) + + self.logger.info(f"Fetched {len(fetched)} {self.name}s. Filters: {filter_params.filters}.") + + return fetched + + def update( + self, + db_session: DbSession, + object_id: UUID | int, + updater: UpdateSchemaType, + raise_404: bool = False, + ) -> ModelType | None: + if originator := self.get(db_session, object_id, print_log=False, raise_404=raise_404): + fetched = self.crud.update(db_session, originator, updater) + self.logger.info(f"Updated {self.name} with ID: {fetched.id}.") + return fetched + + def delete(self, db_session: DbSession, object_id: UUID | int, raise_404: bool = False) -> ModelType | None: + if originator := self.get(db_session, object_id, print_log=False, raise_404=raise_404): + deleted = self.crud.delete(db_session, originator) + self.logger.info(f"Deleted {self.name} with ID: {deleted.id}.") + return deleted diff --git a/agent/app/utils/api_utils.py b/agent/app/utils/api_utils.py new file mode 100644 index 000000000..4c8a3f532 --- /dev/null +++ b/agent/app/utils/api_utils.py @@ -0,0 +1,30 @@ +from collections.abc import Callable +from functools import wraps + +from fastapi.encoders import jsonable_encoder +from fastapi.responses import JSONResponse + +from app.utils.hateoas import get_hateoas_item, get_hateoas_list + + +def format_response(extra_rels: list[dict] = [], status_code: int = 200) -> Callable: + def decorator(func: Callable) -> Callable: + @wraps(func) + async def wrapper(*args, **kwargs) -> JSONResponse: + if not (request := kwargs.get("request")): + raise ValueError("Request object not found in kwargs") + + base_url = str(request.base_url).rstrip("/") + full_url = str(request.url) + result = await func(*args, **kwargs) + if type(result) is list: + page = kwargs["page"] + limit = kwargs["limit"] + formatted = get_hateoas_list(result, page, limit, base_url) + else: + formatted = get_hateoas_item(result, base_url, full_url, extra_rels) + return JSONResponse(content=jsonable_encoder(formatted), status_code=status_code) + + return wrapper + + return decorator diff --git a/agent/app/utils/auth.py b/agent/app/utils/auth.py new file mode 100644 index 000000000..64f269926 --- /dev/null +++ b/agent/app/utils/auth.py @@ -0,0 +1,72 @@ +from datetime import datetime, timezone +from typing import Annotated +from uuid import UUID + +import jwt +from fastapi import Depends, HTTPException, status +from fastapi.security import OAuth2PasswordBearer + +from app.config import settings + +_oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/api/v1/auth/login", auto_error=False) + +_TokenDep = Annotated[str | None, Depends(_oauth2_scheme)] + + +class JWTAuth: + def __init__(self) -> None: + self._secret_key = settings.secret_key + self._algorithm = settings.algorithm + + def _decode(self, token: str | None) -> dict: + if not token: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Could not validate credentials", + headers={"WWW-Authenticate": "Bearer"}, + ) + try: + payload = jwt.decode(token, self._secret_key, algorithms=[self._algorithm], options={"verify_exp": False}) + except jwt.PyJWTError: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Could not validate credentials", + headers={"WWW-Authenticate": "Bearer"}, + ) + + exp = payload.get("exp") + if exp is None or datetime.fromtimestamp(exp, tz=timezone.utc) <= datetime.now(tz=timezone.utc): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Token has expired", + headers={"WWW-Authenticate": "Bearer"}, + ) + + return payload + + async def validate_token(self, token: _TokenDep) -> None: + self._decode(token) + + async def get_user_id(self, token: _TokenDep) -> UUID: + payload = self._decode(token) + user_id: str | None = payload.get("sub") + if user_id is None: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Could not validate credentials", + headers={"WWW-Authenticate": "Bearer"}, + ) + try: + return UUID(user_id) + except ValueError: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Could not validate credentials", + headers={"WWW-Authenticate": "Bearer"}, + ) + + +jwt_auth = JWTAuth() + +ValidToken = Annotated[None, Depends(jwt_auth.validate_token)] +CurrentUserId = Annotated[UUID, Depends(jwt_auth.get_user_id)] diff --git a/agent/app/utils/config_utils.py b/agent/app/utils/config_utils.py new file mode 100644 index 000000000..5440f7cc5 --- /dev/null +++ b/agent/app/utils/config_utils.py @@ -0,0 +1,84 @@ +import os +from collections.abc import Callable, Generator +from enum import Enum +from functools import wraps +from typing import Any + +from cryptography.fernet import Fernet +from pydantic import ValidationInfo + +CallableGenerator = Generator[Callable[..., Any], None, None] + + +class EnvironmentType(str, Enum): + LOCAL = "local" + TEST = "test" + STAGING = "staging" + PRODUCTION = "production" + + +class FakeFernet: + def decrypt(self, value: bytes) -> bytes: + return value + + +Decryptor = Fernet | FakeFernet + + +class EncryptedField(str): + @classmethod + def __get_pydantic_json_schema__(cls, field_schema: dict[str, Any]) -> None: + field_schema.update(type="str", writeOnly=True) + + @classmethod + def __get_validators__(cls) -> "CallableGenerator": + yield cls.validate + + @classmethod + def validate(cls, value: str, _: ValidationInfo) -> "EncryptedField": + if isinstance(value, cls): + return value + return cls(value) + + def __init__(self, value: str): + self._secret_value = "".join(value.splitlines()).strip().encode("utf-8") + self.decrypted = False + + def get_decrypted_value(self, decryptor: Decryptor) -> str: + if not self.decrypted: + value = decryptor.decrypt(self._secret_value) + self._secret_value = value + self.decrypted = True + return self._secret_value.decode("utf-8") + + +class FernetDecryptorField(str): + def __get_pydantic_json_schema__(self, field_schema: dict[str, Any]) -> None: + field_schema.update(type="str", writeOnly=True) + + @classmethod + def __get_validators__(cls) -> "CallableGenerator": + yield cls.validate + + @classmethod + def validate(cls, value: str, _: ValidationInfo) -> Decryptor: + master_key = os.environ.get(value) + if not master_key: + return FakeFernet() + return Fernet(os.environ[value]) + + +def set_env_from_settings(func: Callable[..., Any]) -> Callable[..., Any]: + """ + Decorator to set environment variables from settings. + This decorator is useful for encrypted fields and providers that + require API keys to be available as environment variables. + """ + + @wraps(func) + def wrapper(*args, **kwargs) -> Any: + settings = func(*args, **kwargs) + # os.environ["EXAMPLE_API_KEY"] = settings.EXAMPLE_API_KEY + return settings # noqa: RET504 + + return wrapper diff --git a/agent/app/utils/conversion.py b/agent/app/utils/conversion.py new file mode 100644 index 000000000..cf5782b46 --- /dev/null +++ b/agent/app/utils/conversion.py @@ -0,0 +1,19 @@ +from datetime import datetime + +from sqlalchemy.inspection import inspect + +from app.database import BaseDbModel + + +def base_to_dict(instance: BaseDbModel) -> dict[str, str | None]: + """Function to convert SQLALchemy Base model into dict.""" + b2d = {} + for column in inspect(instance).mapper.column_attrs: + value = getattr(instance, column.key) + + if isinstance(value, (datetime)): + value = value.isoformat() + + b2d[column.key] = value + + return b2d diff --git a/agent/app/utils/exceptions.py b/agent/app/utils/exceptions.py new file mode 100644 index 000000000..3a05a910a --- /dev/null +++ b/agent/app/utils/exceptions.py @@ -0,0 +1,130 @@ +import inspect +import logging +from collections.abc import Awaitable, Callable +from functools import singledispatch, wraps +from typing import TYPE_CHECKING, overload +from uuid import UUID + +from fastapi.exceptions import HTTPException, RequestValidationError +from psycopg.errors import IntegrityError as PsycopgIntegrityError +from sqlalchemy.exc import IntegrityError as SQLAIntegrityError + +if TYPE_CHECKING: + from app.services import AppService + +logger = logging.getLogger(__name__) + + +class ResourceNotFoundError(Exception): + def __init__(self, entity_name: str, entity_id: int | UUID | None = None) -> None: + self.entity_name = entity_name + if entity_id is not None: + self.detail = f"{entity_name.capitalize()} with ID: {entity_id} not found." + else: + self.detail = f"{entity_name.capitalize()} not found." + + +class AccessDeniedError(Exception): + def __init__(self, entity_name: str) -> None: + self.detail = f"Access to {entity_name} denied." + + +class GoneError(Exception): + def __init__(self, detail: str) -> None: + self.detail = detail + + +class ConflictError(Exception): + def __init__(self, detail: str) -> None: + self.detail = detail + + +@singledispatch +def handle_exception(exc: Exception, _: str) -> HTTPException: + raise exc + + +@handle_exception.register +def _(exc: SQLAIntegrityError | PsycopgIntegrityError, entity: str) -> HTTPException: + logger.warning("Integrity error for %s: %s", entity, exc.args[0] if exc.args else "unknown") + return HTTPException( + status_code=400, + detail=f"{entity.capitalize()} entity already exists.", + ) + + +@handle_exception.register +def _(exc: ResourceNotFoundError, _: str) -> HTTPException: + return HTTPException(status_code=404, detail=exc.detail) + + +@handle_exception.register +def _(exc: AccessDeniedError, _: str) -> HTTPException: + return HTTPException(status_code=403, detail=exc.detail) + + +@handle_exception.register +def _(exc: GoneError, _: str) -> HTTPException: + return HTTPException(status_code=410, detail=exc.detail) + + +@handle_exception.register +def _(exc: ConflictError, _: str) -> HTTPException: + return HTTPException(status_code=409, detail=exc.detail) + + +@handle_exception.register +def _(exc: AttributeError, entity: str) -> HTTPException: + logger.warning("AttributeError for %s: %s", entity, exc.args[0] if exc.args else "unknown") + return HTTPException( + status_code=400, + detail=f"{entity.capitalize()} doesn't support this operation.", + ) + + +@handle_exception.register +def _(exc: RequestValidationError, _: str) -> HTTPException: + err_args = exc.args[0][0] + msg = err_args.get("msg", "Validation error") + ctx = err_args.get("ctx", {}) + error = ctx.get("error", "") if ctx else "" + detail = f"{msg} - {error}" if error else msg + return HTTPException(status_code=400, detail=detail) + + +@overload +def handle_exceptions[**P, T, Service: AppService]( + func: Callable[P, Awaitable[T]], +) -> Callable[P, Awaitable[T]]: ... + + +@overload +def handle_exceptions[**P, T, Service: AppService]( + func: Callable[P, T], +) -> Callable[P, T]: ... + + +def handle_exceptions[**P, T, Service: AppService]( + func: Callable[P, T] | Callable[P, Awaitable[T]], +) -> Callable[P, T] | Callable[P, Awaitable[T]]: + if inspect.iscoroutinefunction(func): + + @wraps(func) + async def async_wrapper(instance: Service, *args: P.args, **kwargs: P.kwargs) -> T: + try: + return await func(instance, *args, **kwargs) # ty: ignore[invalid-argument-type] + except Exception as exc: + entity_name = getattr(instance, "name", "unknown") + raise handle_exception(exc, entity_name) from exc + + return async_wrapper # ty: ignore[invalid-return-type] + + @wraps(func) + def sync_wrapper(instance: Service, *args: P.args, **kwargs: P.kwargs) -> T: + try: + return func(instance, *args, **kwargs) # ty: ignore[invalid-argument-type, invalid-return-type] + except Exception as exc: + entity_name = getattr(instance, "name", "unknown") + raise handle_exception(exc, entity_name) from exc + + return sync_wrapper # ty: ignore[invalid-return-type] diff --git a/agent/app/utils/hateoas.py b/agent/app/utils/hateoas.py new file mode 100644 index 000000000..063fa574e --- /dev/null +++ b/agent/app/utils/hateoas.py @@ -0,0 +1,82 @@ +from app.config import settings +from app.database import BaseDbModel +from app.utils.conversion import base_to_dict + + +def _build_query(base_url: str, name: str, inst_id: str | None = "") -> str: + return f"{base_url}{settings.api_latest}/{name}s/{inst_id}" + + +def _generate_item_links( + built_url: str, + url: str, + extra_rels: list[dict] | None = None, +) -> list[dict[str, str]]: + links = [ + {"rel": "self", "href": url}, + {"rel": "update", "href": built_url, "method": "PUT"}, + {"rel": "delete", "href": built_url, "method": "DELETE"}, + ] + if extra_rels: + for relation in extra_rels: + link = {} + link["rel"] = relation.get("rel") + link["href"] = built_url + relation.get("endpoint", "") + link["method"] = relation.get("method") + links.append(link) + if overwrite := relation.get("overwrite"): + links = [lnk for lnk in links if lnk.get("rel") != overwrite] + return links + + +def _generate_collection_links( + page: int, + limit: int, + base_url: str, +) -> list[dict[str, str]]: + links = [ + { + "rel": "self", + "href": f"{base_url}?page={page}&limit={limit}", + "method": "GET", + }, + { + "rel": "next", + "href": f"{base_url}?page={page + 1}&limit={limit}", + "method": "GET", + }, + ] + if page > 1: + links.append( + {"rel": "prev", "href": f"{base_url}?page={page - 1}&limit={limit}"}, + ) + return links + + +def get_hateoas_item( + instance: BaseDbModel, + base_url: str, + url: str, + extra_rels: list[dict] | None = None, +) -> dict[str, str | None | list[dict[str, str]]]: + name = instance.__tablename__ + inst_id = instance.id_str + built_url = _build_query(base_url, name, inst_id) + return { + **base_to_dict(instance), + "_links": _generate_item_links(built_url, url, extra_rels), + } + + +def get_hateoas_list( + items: list[BaseDbModel], + page: int, + limit: int, + base_url: str, +) -> dict[str, list[dict[str, str]] | list[dict[str, str | None]]]: + name = items[0].__tablename__ if len(items) else "" + built_url = _build_query(base_url, name) + return { + "items": [base_to_dict(item) for item in items], + "_links": _generate_collection_links(page, limit, built_url), + } diff --git a/agent/app/utils/healthcheck.py b/agent/app/utils/healthcheck.py new file mode 100644 index 000000000..7619fc018 --- /dev/null +++ b/agent/app/utils/healthcheck.py @@ -0,0 +1,71 @@ +import anthropic +import openai +from fastapi import APIRouter +from google.generativeai.client import configure as genai_configure +from google.generativeai.models import get_model as genai_get_model +from sqlalchemy import text + +from app.agent.utils.model_utils import get_llm +from app.config import settings +from app.database import AsyncDbSession, engine + +healthcheck_router = APIRouter() + + +def get_pool_status() -> dict[str, str]: + """Get connection pool status for monitoring.""" + pool = engine.pool + return { + "max_pool_size": str(pool.size()), # type: ignore + "connections_ready_for_reuse": str(pool.checkedin()), # type: ignore + "active_connections": str(pool.checkedout()), # type: ignore + "overflow": str(pool.overflow()), # type: ignore + } + + +@healthcheck_router.get("/db") +async def database_health(db: AsyncDbSession) -> dict[str, str | dict[str, str]]: + """Database health check endpoint.""" + try: + # Test connection + await db.execute(text("SELECT 1")) + + pool_status = get_pool_status() + return { + "status": "healthy", + "pool": pool_status, + } + except Exception as e: + return { + "status": "unhealthy", + "error": str(e), + } + + +@healthcheck_router.get("/llm") +async def llm_health() -> dict[str, str]: + """LLM provider health check — sends a minimal request to verify the API is reachable.""" + try: + vendor, model, api_key = get_llm() + match vendor: + case "openai": + client = openai.OpenAI(api_key=api_key) + client.models.retrieve(model) + case "google": + genai_configure(api_key=api_key) + genai_get_model(f"models/{model}") + case _: # anthropic + client = anthropic.Anthropic(api_key=api_key) + client.models.retrieve(model) + + return { + "status": "healthy", + "provider": settings.llm_provider, + "model": model, + } + except Exception as e: + return { + "status": "unhealthy", + "provider": settings.llm_provider, + "error": str(e), + } diff --git a/agent/app/utils/mappings_meta.py b/agent/app/utils/mappings_meta.py new file mode 100644 index 000000000..3b9831c1f --- /dev/null +++ b/agent/app/utils/mappings_meta.py @@ -0,0 +1,113 @@ +from typing import Any, get_args, get_origin + +from sqlalchemy.orm import Mapped, relationship +from sqlalchemy.orm.decl_api import DeclarativeAttributeIntercept + +from app.mappings import ManyToOne, OneToMany + +DEFAULT_ONE_TO_MANY: dict[str, Any] = { + "cascade": "all, delete-orphan", + "passive_deletes": True, +} +DEFAULT_MANY_TO_ONE: dict[str, Any] = {} +RELATION_TYPES: dict[object, dict[str, Any]] = { + ManyToOne: DEFAULT_MANY_TO_ONE, + OneToMany: DEFAULT_ONE_TO_MANY, +} + + +class AutoRelMeta(DeclarativeAttributeIntercept): + """Metaclass for auto-creating SQLAlchemy relationships from type annotations.""" + + _registry: dict[str, dict[str, tuple[str, str, dict]]] = {} + + def __new__( + mcls, + name: str, + bases: tuple[type, ...], + namespace: dict[str, Any], + **kw, + ): + annotations = dict(namespace.get("__annotations__", {})) + local_rels = {} + + for attr, ann in list(annotations.items()): + if get_origin(ann) is not Mapped: + continue + + inner = get_args(ann)[0] + inner_origin = get_origin(inner) + inner_args = get_args(inner) + + if inner_origin not in RELATION_TYPES or not inner_args: + continue + + mcls._add_relation(attr, inner, namespace, local_rels) + + annotations.pop(attr, None) + + if local_rels: + mcls._registry[name] = local_rels + + if annotations: + namespace["__annotations__"] = annotations + + cls = super().__new__(mcls, name, bases, namespace, **kw) + + mcls._handle_back_populates(cls, local_rels) + + return cls + + @staticmethod + def _extract_target_name(tp: Any) -> str | None: + """Extract the string name of target class, handling ForwardRef and str literals.""" + if isinstance(tp, str): + return tp + if getattr(tp, "__forward_arg__", None): + return tp.__forward_arg__ + if isinstance(tp, type): + return tp.__name__ + return None + + @classmethod + def _add_relation( + cls, + attr: str, + inner: Any, + namespace: dict, + local_rels: dict, + ) -> None: + """Add relationship from inner type using registered RELATION_TYPES.""" + inner_origin = get_origin(inner) + inner_args = get_args(inner) + + target_type = inner_args[0] + opts = inner_args[1] if len(inner_args) > 1 and isinstance(inner_args[1], dict) else {} + target_name = cls._extract_target_name(target_type) + if not target_name: + return + + options = RELATION_TYPES[inner_origin].copy() + options.update(opts) + + namespace[attr] = relationship(target_name, **options) + + kind = "one" if inner_origin is OneToMany else "many" + local_rels[attr] = (kind, target_name, options) + + @classmethod + def _handle_back_populates( + cls, + mapped_cls: type, + local_rels: dict[str, tuple[str, str]], + ) -> None: + """Optionally auto-link back_populates for opposite relations.""" + for my_attr, (my_type, target_name, my_options) in local_rels.items(): + target_rels = cls._registry.get(target_name, {}) + for tgt_attr, (tgt_type, tgt_target, _) in target_rels.items(): + if tgt_target == mapped_cls.__name__ and tgt_type != my_type: + setattr( + mapped_cls, + my_attr, + relationship(target_name, back_populates=tgt_attr, **my_options), + ) diff --git a/agent/config/.env.example b/agent/config/.env.example new file mode 100644 index 000000000..7345ab809 --- /dev/null +++ b/agent/config/.env.example @@ -0,0 +1,44 @@ +#--- APP ---# +ENVIRONMENT="local" +CORS_ORIGINS=["http://localhost:8000", "https://localhost:8000", "http://localhost", "https://localhost"] +SERVER_HOST="https://new_project_name.dev" + +#--- DB ---# +DB_HOST=localhost +DB_PORT=5432 +DB_NAME=agent +DB_USER=open-wearables +DB_PASSWORD=open-wearables + +#--- JWT ---# +SECRET_KEY=secret-key-str +ALGORITHM=HS256 + +#--- CELERY ---# +CELERY_BROKER_URL="redis://redis:6379/0" +CELERY_RESULT_BACKEND="redis://redis:6379/0" + +#--- SENTRY ---# +SENTRY_ENABLED=True +SENTRY_DSN="" +SENTRY_ENV=production +SENTRY_SAMPLES_RATE=0.5 + +#--- LLM PROVIDER ---# +# Set LLM_PROVIDER to: anthropic (default) | openai | google +LLM_PROVIDER=anthropic +LLM_MODEL=claude-sonnet-4-6 +LLM_MODEL_WORKERS=claude-haiku-4-5-20251001 +ANTHROPIC_API_KEY= +OPENAI_API_KEY= +GOOGLE_API_KEY= + +#--- OW BACKEND INTEGRATION ---# +OW_API_URL=http://app:8000 +OW_API_KEY= + +#--- CONVERSATION LIFECYCLE ---# +SESSION_TIMEOUT_MINUTES=10 +CONVERSATION_CLOSE_HOURS=24 +HISTORY_SUMMARY_THRESHOLD=20 +MAX_RETRIES=3 diff --git a/agent/migrations/README b/agent/migrations/README new file mode 100644 index 000000000..2500aa1bc --- /dev/null +++ b/agent/migrations/README @@ -0,0 +1 @@ +Generic single-database configuration. diff --git a/agent/migrations/env.py b/agent/migrations/env.py new file mode 100644 index 000000000..613adef6d --- /dev/null +++ b/agent/migrations/env.py @@ -0,0 +1,66 @@ +from logging.config import fileConfig + +from alembic import context +from sqlalchemy import engine_from_config, pool + +import app.models # noqa: F401 +from app.config import settings +from app.database import BaseDbModel + +config = context.config +config.set_main_option("sqlalchemy.url", settings.db_uri) + +if config.config_file_name is not None: + fileConfig(config.config_file_name) + +target_metadata = BaseDbModel.metadata + + +def run_migrations_offline() -> None: + """Run migrations in 'offline' mode. + + This configures the context with just a URL + and not an Engine, though an Engine is acceptable + here as well. By skipping the Engine creation + we don't even need a DBAPI to be available. + + Calls to context.execute() here emit the given string to the + script output. + + """ + url = config.get_main_option("sqlalchemy.url") + context.configure( + url=url, + target_metadata=target_metadata, + literal_binds=True, + dialect_opts={"paramstyle": "named"}, + ) + + with context.begin_transaction(): + context.run_migrations() + + +def run_migrations_online() -> None: + """Run migrations in 'online' mode. + + In this scenario we need to create an Engine + and associate a connection with the context. + + """ + connectable = engine_from_config( + config.get_section(config.config_ini_section, {}), + prefix="sqlalchemy.", + poolclass=pool.NullPool, + ) + + with connectable.connect() as connection: + context.configure(connection=connection, target_metadata=target_metadata) + + with context.begin_transaction(): + context.run_migrations() + + +if context.is_offline_mode(): + run_migrations_offline() +else: + run_migrations_online() diff --git a/agent/migrations/script.py.mako b/agent/migrations/script.py.mako new file mode 100644 index 000000000..d812c62ee --- /dev/null +++ b/agent/migrations/script.py.mako @@ -0,0 +1,25 @@ +"""${message} + +Revision ID: ${up_revision} +Revises: ${down_revision | comma,n} + +""" +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa +${imports if imports else ""} + +# revision identifiers, used by Alembic. +revision: str = ${repr(up_revision)} +down_revision: Union[str, None] = ${repr(down_revision)} +branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)} +depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)} + + +def upgrade() -> None: + ${upgrades if upgrades else "pass"} + + +def downgrade() -> None: + ${downgrades if downgrades else "pass"} diff --git a/agent/migrations/versions/001_initial_schema.py b/agent/migrations/versions/001_initial_schema.py new file mode 100644 index 000000000..91215fdef --- /dev/null +++ b/agent/migrations/versions/001_initial_schema.py @@ -0,0 +1,102 @@ +"""initial schema + +Revision ID: 001 +Revises: +Create Date: 2026-04-13 + +""" + +from collections.abc import Sequence + +import sqlalchemy as sa +from alembic import op +from sqlalchemy.dialects import postgresql + +revision: str = "001" +down_revision: str | None = None +branch_labels: str | Sequence[str] | None = None +depends_on: str | Sequence[str] | None = None + +conversationstatus = postgresql.ENUM("active", "inactive", "closed", name="conversationstatus", create_type=False) +messagerole = postgresql.ENUM("user", "assistant", name="messagerole", create_type=False) + + +def upgrade() -> None: + op.execute(""" + DO $$ BEGIN + CREATE TYPE conversationstatus AS ENUM ('active', 'inactive', 'closed'); + EXCEPTION WHEN duplicate_object THEN NULL; + END $$; + """) + op.execute(""" + DO $$ BEGIN + CREATE TYPE messagerole AS ENUM ('user', 'assistant'); + EXCEPTION WHEN duplicate_object THEN NULL; + END $$; + """) + + op.create_table( + "conversations", + sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True), + sa.Column("user_id", postgresql.UUID(as_uuid=True), nullable=False), + sa.Column("status", conversationstatus, nullable=False, server_default="active"), + sa.Column("language", sa.String(10), nullable=True), + sa.Column("agent_mode", sa.String(50), nullable=True), + sa.Column("summary", sa.Text(), nullable=True), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False), + sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False), + ) + op.create_index("ix_conversations_user_id", "conversations", ["user_id"]) + + op.create_table( + "sessions", + sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True), + sa.Column( + "conversation_id", + postgresql.UUID(as_uuid=True), + sa.ForeignKey("conversations.id", ondelete="CASCADE"), + nullable=False, + ), + sa.Column("active", sa.Boolean(), nullable=False, server_default="true"), + sa.Column("request_count", sa.Integer(), nullable=False, server_default="0"), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False), + sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False), + ) + op.create_index("ix_sessions_conversation_id", "sessions", ["conversation_id"]) + + op.create_table( + "messages", + sa.Column("id", postgresql.UUID(as_uuid=True), primary_key=True), + sa.Column( + "conversation_id", + postgresql.UUID(as_uuid=True), + sa.ForeignKey("conversations.id", ondelete="CASCADE"), + nullable=False, + ), + sa.Column( + "session_id", + postgresql.UUID(as_uuid=True), + sa.ForeignKey("sessions.id", ondelete="SET NULL"), + nullable=True, + ), + sa.Column("role", messagerole, nullable=False), + sa.Column("content", sa.Text(), nullable=False), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.text("now()"), nullable=False), + ) + op.create_index("ix_messages_conversation_id", "messages", ["conversation_id"]) + op.create_index("ix_messages_session_id", "messages", ["session_id"]) + + +def downgrade() -> None: + op.drop_index("ix_messages_session_id", table_name="messages") + op.drop_index("ix_messages_conversation_id", table_name="messages") + op.drop_table("messages") + + op.drop_index("ix_sessions_conversation_id", table_name="sessions") + op.drop_table("sessions") + + op.drop_index("ix_conversations_user_id", table_name="conversations") + op.drop_table("conversations") + + op.execute("DROP TYPE IF EXISTS messagerole") + op.execute("DROP TYPE IF EXISTS conversationstatus") diff --git a/agent/pyproject.toml b/agent/pyproject.toml new file mode 100644 index 000000000..191c927f6 --- /dev/null +++ b/agent/pyproject.toml @@ -0,0 +1,95 @@ +[project] +name = "agent" +version = "0.1.0" +description = "" +readme = "README.md" +requires-python = ">=3.13" +dependencies = [ + "alembic>=1.17.1", + "cryptography>=45.0.4", + "httpx>=0.28.1", + "PyJWT>=2.10.1", + "pydantic-settings>=2.10.1", + "email-validator>=2.2.0", + "psycopg>=3.2.9", + "sqlalchemy>=2.0.43", + "fastapi>=0.120.4", + "fastapi-cli>=0.0.8", + "celery>=5.5.3", + "flower>=2.0.1", + "redis>=7.0.1", + "sentry-sdk[fastapi]>=2.42.1", + "anthropic>=0.40.0", + "openai>=1.30.0", + "google-generativeai>=0.7.0", + "pydantic-ai>=0.0.20", + "pygentic-ai @ git+https://github.com/the-momentum/pygentic-ai.git#subdirectory=pygentic-ai", +] + +[dependency-groups] +code-quality = [ + "pre-commit>=4.3.0", + "ruff>=0.14.3", + "ty>=0.0.1a25", +] +dev = [ + "pytest>=8.4.1", + "pytest-asyncio>=1.0.0", + "pytest-cov>=6.2.1", + "factory-boy>=3.3.0", + "testcontainers[postgres]>=4.0.0", +] + +[tool.pytest.ini_options] +testpaths = ["tests"] +asyncio_mode = "auto" +filterwarnings = [ + "ignore::DeprecationWarning", + "ignore::UserWarning", +] +addopts = "-v --tb=short" + +[tool.ruff] +line-length = 120 +target-version = 'py313' + +[tool.ruff.lint] +select = [ + "I", # isort + "F", # pyflakes + "FAST", # FastApi + "ANN", # flake8-annotations + "ASYNC", # flake8-async + "COM", # flake8-commas + "T10", # flake8-debugger + "PT", # flake8-pytest-style + "RET", # flake8-return + "SIM", # flake8-simplify + "N", # pep8-naming + "E", # pycodestyle errors + "W", # pycodestyle warnings +] +ignore = [ + "ANN002", # missing-type-args + "ANN003", # missing-type-kwargs + "ANN204", # missing-return-type-special-method + "ANN401", # any-type + "COM812", # trailing-comma-on-bare-tuple + "RET503", # implicit-return +] + + +[build-system] +requires = ["uv_build"] +build-backend = "uv_build" + +[tool.uv] +required-version = ">=0.9.17" +exclude-newer = "2026-04-11T00:00:00Z" + +[tool.ty.src] +exclude = ["tests"] + +[tool.uv.build-backend] +module-root = "" +module-name = "app" diff --git a/agent/scripts/cryptography/decrypt_setting.py b/agent/scripts/cryptography/decrypt_setting.py new file mode 100755 index 000000000..864ab91a7 --- /dev/null +++ b/agent/scripts/cryptography/decrypt_setting.py @@ -0,0 +1,7 @@ +import sys + +from cryptography.fernet import Fernet + +if __name__ == "__main__": + fernet = Fernet(sys.argv[1].encode("utf-8")) + print(fernet.decrypt(sys.argv[2].encode("utf-8"))) diff --git a/agent/scripts/cryptography/encrypt_setting.py b/agent/scripts/cryptography/encrypt_setting.py new file mode 100755 index 000000000..679dbd228 --- /dev/null +++ b/agent/scripts/cryptography/encrypt_setting.py @@ -0,0 +1,7 @@ +import sys + +from cryptography.fernet import Fernet + +if __name__ == "__main__": + fernet = Fernet(sys.argv[1].encode("utf-8")) + print(fernet.encrypt(sys.argv[2].encode("utf-8"))) diff --git a/agent/scripts/cryptography/generate_master_key.py b/agent/scripts/cryptography/generate_master_key.py new file mode 100755 index 000000000..e44ffcd10 --- /dev/null +++ b/agent/scripts/cryptography/generate_master_key.py @@ -0,0 +1,4 @@ +from cryptography.fernet import Fernet + +if __name__ == "__main__": + print(Fernet.generate_key()) diff --git a/agent/scripts/healthchecks/db_up_check.py b/agent/scripts/healthchecks/db_up_check.py new file mode 100755 index 000000000..fd799a764 --- /dev/null +++ b/agent/scripts/healthchecks/db_up_check.py @@ -0,0 +1,17 @@ +import os +import sys + +import psycopg + +try: + psycopg.connect( + dbname=os.getenv("DB_NAME", ""), + user=os.getenv("DB_USER", ""), + password=os.getenv("DB_PASSWORD", ""), + host=os.getenv("DB_HOST", ""), + port=os.getenv("DB_PORT", ""), + ) +except psycopg.OperationalError: + print("- PostgreSQL unavaliable - waiting") + sys.exit(-1) +sys.exit(0) diff --git a/agent/scripts/postgres/init.sh b/agent/scripts/postgres/init.sh new file mode 100644 index 000000000..4e11ca306 --- /dev/null +++ b/agent/scripts/postgres/init.sh @@ -0,0 +1,6 @@ +#!/bin/bash +set -e + +psql -v ON_ERROR_STOP=1 --username "$POSTGRES_USER" --dbname "$POSTGRES_DB" <<-EOSQL + CREATE DATABASE agent OWNER "$POSTGRES_USER"; +EOSQL diff --git a/agent/scripts/start/app.sh b/agent/scripts/start/app.sh new file mode 100755 index 000000000..f5b1b5758 --- /dev/null +++ b/agent/scripts/start/app.sh @@ -0,0 +1,14 @@ +#!/bin/bash +set -e -x + + # Init database + echo 'Applying migrations...' + uv run --frozen --no-sync alembic upgrade head + +# Init app +echo "Starting the FastAPI application..." +if [ "$ENVIRONMENT" = "local" ]; then + uv run --frozen --no-sync fastapi dev app/main.py --host 0.0.0.0 --port 8000 +else + uv run --frozen --no-sync fastapi run app/main.py --host 0.0.0.0 --port 8000 +fi diff --git a/agent/scripts/start/beat.sh b/agent/scripts/start/beat.sh new file mode 100755 index 000000000..e81a0ea88 --- /dev/null +++ b/agent/scripts/start/beat.sh @@ -0,0 +1,5 @@ +#!/bin/bash +set -e -x + +rm -f './celerybeat.pid' +uv run --frozen --no-sync celery -A app.main:celery_app beat -l info diff --git a/agent/scripts/start/flower.sh b/agent/scripts/start/flower.sh new file mode 100755 index 000000000..bdba78a25 --- /dev/null +++ b/agent/scripts/start/flower.sh @@ -0,0 +1,16 @@ +#!/bin/bash +set -e -x + +CELERY_BROKER_URL=$(grep '^CELERY_BROKER_URL=' ./config/.env | cut -d '=' -f2- | tr -d '"') + +worker_ready() { + uv run --frozen --no-sync celery -A app.main:celery_app inspect ping +} + +until worker_ready; do + echo 'Celery workers not available...' + sleep 1 +done +echo 'Celery workers are available, proceeding...' + +uv run --frozen --no-sync celery --app=app.main:celery_app --broker="$CELERY_BROKER_URL" flower diff --git a/agent/scripts/start/worker.sh b/agent/scripts/start/worker.sh new file mode 100755 index 000000000..63469f39a --- /dev/null +++ b/agent/scripts/start/worker.sh @@ -0,0 +1,4 @@ +#!/bin/bash +set -e -x + +uv run --frozen --no-sync celery -A app.main:celery_app worker --loglevel=info diff --git a/agent/tests/__init__.py b/agent/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/agent/__init__.py b/agent/tests/agent/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/agent/test_tool_registry.py b/agent/tests/agent/test_tool_registry.py new file mode 100644 index 000000000..1c7f8c1cf --- /dev/null +++ b/agent/tests/agent/test_tool_registry.py @@ -0,0 +1,33 @@ +"""Tests for ToolManager / tool registry.""" + +from app.agent.tools.tool_registry import tool_manager +from app.schemas.agent import AgentMode + + +class TestToolManager: + def test_general_mode_includes_ow_tools(self) -> None: + tools = tool_manager.get_tools_for_mode(AgentMode.GENERAL) + + tool_names = [t.__name__ for t in tools] + assert "get_user_profile" in tool_names + assert "get_recent_activity" in tool_names + assert "get_recent_sleep" in tool_names + assert "get_recovery_data" in tool_names + assert "get_workouts" in tool_names + + def test_general_mode_includes_date_tools(self) -> None: + tools = tool_manager.get_tools_for_mode(AgentMode.GENERAL) + + tool_names = [t.__name__ for t in tools] + assert "get_today_date" in tool_names + assert "get_current_week" in tool_names + + def test_returns_list(self) -> None: + tools = tool_manager.get_tools_for_mode(AgentMode.GENERAL) + assert isinstance(tools, list) + assert len(tools) > 0 + + def test_all_tools_are_callable(self) -> None: + tools = tool_manager.get_tools_for_mode(AgentMode.GENERAL) + for tool in tools: + assert callable(tool) diff --git a/agent/tests/agent/test_tools.py b/agent/tests/agent/test_tools.py new file mode 100644 index 000000000..74b5941a6 --- /dev/null +++ b/agent/tests/agent/test_tools.py @@ -0,0 +1,200 @@ +"""Tests for agent tool functions (date tools and OW data tools).""" + +from collections.abc import Iterator +from datetime import date +from unittest.mock import AsyncMock, MagicMock, patch +from uuid import uuid4 + +import pytest + +from app.agent.tools.date_tools import get_current_week, get_today_date +from app.agent.tools.ow_tools import ( + get_body_composition, + get_heart_rate_timeseries, + get_recent_activity, + get_recent_sleep, + get_recovery_data, + get_sleep_events, + get_user_profile, + get_workouts, +) + +# --------------------------------------------------------------------------- +# Date tools +# --------------------------------------------------------------------------- + + +class TestGetTodayDate: + def test_returns_iso_format_string(self) -> None: + result = get_today_date() + + # Should be parseable as a date + parsed = date.fromisoformat(result) + assert parsed == date.today() + + def test_returns_string(self) -> None: + assert isinstance(get_today_date(), str) + + +class TestGetCurrentWeek: + def test_returns_start_and_end_keys(self) -> None: + result = get_current_week() + + assert "start" in result + assert "end" in result + + def test_start_is_monday(self) -> None: + result = get_current_week() + + start = date.fromisoformat(result["start"]) + assert start.weekday() == 0 # Monday + + def test_end_is_sunday(self) -> None: + result = get_current_week() + + end = date.fromisoformat(result["end"]) + assert end.weekday() == 6 # Sunday + + def test_end_is_six_days_after_start(self) -> None: + result = get_current_week() + + start = date.fromisoformat(result["start"]) + end = date.fromisoformat(result["end"]) + assert (end - start).days == 6 + + +# --------------------------------------------------------------------------- +# OW tools +# --------------------------------------------------------------------------- + + +@pytest.fixture +def mock_client() -> Iterator[MagicMock]: + with patch("app.agent.tools.ow_tools.ow_client") as mock: + mock.get_user_profile = AsyncMock(return_value={"id": "abc", "first_name": "Alice"}) + mock.get_body_summary = AsyncMock(return_value={"slow_changing": {"weight_kg": 70}}) + mock.get_activity_summaries = AsyncMock(return_value={"data": [{"steps": 8000}]}) + mock.get_sleep_summaries = AsyncMock(return_value={"data": [{"duration_minutes": 450}]}) + mock.get_recovery_summaries = AsyncMock(return_value={"data": []}) + mock.get_workout_events = AsyncMock(return_value={"data": []}) + mock.get_sleep_events = AsyncMock(return_value={"data": []}) + mock.get_timeseries = AsyncMock(return_value={"data": []}) + yield mock + + +class TestGetUserProfile: + async def test_calls_ow_client_and_returns_string(self, mock_client: MagicMock) -> None: + result = await get_user_profile(str(uuid4())) + + assert "Alice" in result + mock_client.get_user_profile.assert_called_once() + + async def test_returns_error_string_on_exception(self) -> None: + with patch("app.agent.tools.ow_tools.ow_client") as mock: + mock.get_user_profile = AsyncMock(side_effect=Exception("network error")) + result = await get_user_profile(str(uuid4())) + + assert "Error" in result + + +class TestGetBodyComposition: + async def test_calls_ow_client(self, mock_client: MagicMock) -> None: + result = await get_body_composition(str(uuid4())) + + assert isinstance(result, str) + mock_client.get_body_summary.assert_called_once() + + async def test_returns_error_on_failure(self) -> None: + with patch("app.agent.tools.ow_tools.ow_client") as mock: + mock.get_body_summary = AsyncMock(side_effect=RuntimeError("oops")) + result = await get_body_composition(str(uuid4())) + + assert "Error" in result + + +class TestGetRecentActivity: + async def test_calls_activity_summaries(self, mock_client: MagicMock) -> None: + result = await get_recent_activity(str(uuid4()), days=7) + + assert isinstance(result, str) + mock_client.get_activity_summaries.assert_called_once() + + async def test_clamps_days_to_maximum(self, mock_client: MagicMock) -> None: + await get_recent_activity(str(uuid4()), days=999) + + call_args = mock_client.get_activity_summaries.call_args + start_date = date.fromisoformat(call_args[0][1]) + end_date = date.fromisoformat(call_args[0][2]) + assert (end_date - start_date).days <= 30 + + async def test_clamps_days_to_minimum(self, mock_client: MagicMock) -> None: + await get_recent_activity(str(uuid4()), days=0) + + call_args = mock_client.get_activity_summaries.call_args + start_date = date.fromisoformat(call_args[0][1]) + end_date = date.fromisoformat(call_args[0][2]) + assert (end_date - start_date).days >= 1 + + +class TestGetRecentSleep: + async def test_calls_sleep_summaries(self, mock_client: MagicMock) -> None: + result = await get_recent_sleep(str(uuid4()), days=7) + + assert isinstance(result, str) + mock_client.get_sleep_summaries.assert_called_once() + + +class TestGetRecoveryData: + async def test_calls_recovery_summaries(self, mock_client: MagicMock) -> None: + result = await get_recovery_data(str(uuid4()), days=7) + + assert isinstance(result, str) + mock_client.get_recovery_summaries.assert_called_once() + + +class TestGetWorkouts: + async def test_calls_workout_events(self, mock_client: MagicMock) -> None: + result = await get_workouts(str(uuid4()), days=14) + + assert isinstance(result, str) + mock_client.get_workout_events.assert_called_once() + + async def test_clamps_days_to_60(self, mock_client: MagicMock) -> None: + await get_workouts(str(uuid4()), days=100) + + call_args = mock_client.get_workout_events.call_args + start_date = date.fromisoformat(call_args[0][1]) + end_date = date.fromisoformat(call_args[0][2]) + assert (end_date - start_date).days <= 60 + + +class TestGetSleepEvents: + async def test_calls_sleep_events(self, mock_client: MagicMock) -> None: + result = await get_sleep_events(str(uuid4()), days=7) + + assert isinstance(result, str) + mock_client.get_sleep_events.assert_called_once() + + async def test_clamps_days_to_14(self, mock_client: MagicMock) -> None: + await get_sleep_events(str(uuid4()), days=100) + + call_args = mock_client.get_sleep_events.call_args + start_date = date.fromisoformat(call_args[0][1]) + end_date = date.fromisoformat(call_args[0][2]) + assert (end_date - start_date).days <= 14 + + +class TestGetHeartRateTimeseries: + async def test_calls_timeseries_with_heart_rate_type(self, mock_client: MagicMock) -> None: + result = await get_heart_rate_timeseries(str(uuid4()), hours=24) + + assert isinstance(result, str) + mock_client.get_timeseries.assert_called_once() + call_args = mock_client.get_timeseries.call_args + assert "heart_rate" in call_args[1].get("types", call_args[0][3] if len(call_args[0]) > 3 else []) + + async def test_clamps_hours_to_168(self, mock_client: MagicMock) -> None: + await get_heart_rate_timeseries(str(uuid4()), hours=9999) + + # Should not raise; clamped internally + mock_client.get_timeseries.assert_called_once() diff --git a/agent/tests/agent/test_workflow.py b/agent/tests/agent/test_workflow.py new file mode 100644 index 000000000..d4c524530 --- /dev/null +++ b/agent/tests/agent/test_workflow.py @@ -0,0 +1,168 @@ +"""Tests for WorkflowEngine pipeline (pygentic-ai user_assistant_graph).""" + +from unittest.mock import AsyncMock, MagicMock, patch +from uuid import uuid4 + +import pytest + +from app.agent.workflows.agent_workflow import WorkflowEngine, _build_history + + +@pytest.fixture +def engine() -> WorkflowEngine: + return WorkflowEngine() + + +class TestBuildHistory: + def test_empty_history_returns_empty_list(self) -> None: + assert _build_history([]) == [] + + def test_user_messages_are_included(self) -> None: + history = [{"role": "user", "content": "Hello"}] + result = _build_history(history) + assert len(result) == 1 + + def test_assistant_messages_are_skipped(self) -> None: + history = [ + {"role": "user", "content": "Question"}, + {"role": "assistant", "content": "Answer"}, + ] + result = _build_history(history) + # Only user turns are seeded into the history + assert len(result) == 1 + + def test_mixed_history_preserves_user_order(self) -> None: + history = [ + {"role": "user", "content": "First"}, + {"role": "assistant", "content": "Reply"}, + {"role": "user", "content": "Second"}, + ] + result = _build_history(history) + assert len(result) == 2 + + +class TestWorkflowEngineRun: + async def test_run_returns_graph_output_as_string(self, engine: WorkflowEngine) -> None: + mock_result = MagicMock() + mock_result.output = "Formatted response" + + with patch( + "app.agent.workflows.agent_workflow.user_assistant_graph.run", + AsyncMock(return_value=mock_result), + ): + result = await engine.run( + user_id=uuid4(), + message="How was my sleep last week?", + history=[], + ) + + assert result == "Formatted response" + + async def test_run_converts_output_to_string(self, engine: WorkflowEngine) -> None: + mock_result = MagicMock() + mock_result.output = 42 # non-string output + + with patch( + "app.agent.workflows.agent_workflow.user_assistant_graph.run", + AsyncMock(return_value=mock_result), + ): + result = await engine.run(user_id=uuid4(), message="Test", history=[]) + + assert result == "42" + assert isinstance(result, str) + + async def test_run_passes_message_with_user_id_prefix(self, engine: WorkflowEngine) -> None: + user_id = uuid4() + mock_result = MagicMock() + mock_result.output = "OK" + graph_run = AsyncMock(return_value=mock_result) + + with patch("app.agent.workflows.agent_workflow.user_assistant_graph.run", graph_run): + await engine.run(user_id=user_id, message="My message", history=[]) + + call_kwargs = graph_run.call_args.kwargs + deps = call_kwargs["deps"] + assert f"[user_id={user_id}]" in deps["message"] + assert "My message" in deps["message"] + + async def test_run_passes_chat_history_to_graph(self, engine: WorkflowEngine) -> None: + mock_result = MagicMock() + mock_result.output = "OK" + graph_run = AsyncMock(return_value=mock_result) + + history = [ + {"role": "user", "content": "Previous question"}, + {"role": "assistant", "content": "Previous answer"}, + ] + + with patch("app.agent.workflows.agent_workflow.user_assistant_graph.run", graph_run): + await engine.run(user_id=uuid4(), message="Follow-up", history=history) + + deps = graph_run.call_args.kwargs["deps"] + assert "chat_history" in deps + assert len(deps["chat_history"]) == 1 # only user turn seeded + + async def test_run_passes_agent_router_guardrails_in_deps(self, engine: WorkflowEngine) -> None: + mock_result = MagicMock() + mock_result.output = "OK" + graph_run = AsyncMock(return_value=mock_result) + + with patch("app.agent.workflows.agent_workflow.user_assistant_graph.run", graph_run): + await engine.run(user_id=uuid4(), message="Test", history=[]) + + deps = graph_run.call_args.kwargs["deps"] + assert "agent" in deps + assert "router" in deps + assert "guardrails" in deps + + async def test_run_passes_language_in_deps(self, engine: WorkflowEngine) -> None: + from app.schemas.language import Language + + mock_result = MagicMock() + mock_result.output = "OK" + graph_run = AsyncMock(return_value=mock_result) + + with patch("app.agent.workflows.agent_workflow.user_assistant_graph.run", graph_run): + await engine.run(user_id=uuid4(), message="Test", history=[], language=Language.english) + + deps = graph_run.call_args.kwargs["deps"] + assert "language" in deps + assert deps["language"] == "english" + + +class TestWorkflowEngineSummarize: + async def test_returns_summary_string(self, engine: WorkflowEngine) -> None: + summary_result = MagicMock() + summary_result.output = "Summary of the conversation." + + mock_summarizer = MagicMock() + mock_summarizer.run = AsyncMock(return_value=summary_result) + + with patch("pydantic_ai.Agent", return_value=mock_summarizer): + result = await engine.summarize( + [ + {"role": "user", "content": "How many steps?"}, + {"role": "assistant", "content": "You walked 8000 steps."}, + ] + ) + + assert result == "Summary of the conversation." + + async def test_formats_transcript_correctly(self, engine: WorkflowEngine) -> None: + summary_result = MagicMock() + summary_result.output = "OK" + + mock_summarizer = MagicMock() + mock_summarizer.run = AsyncMock(return_value=summary_result) + + messages = [ + {"role": "user", "content": "Hello"}, + {"role": "assistant", "content": "Hi there"}, + ] + + with patch("pydantic_ai.Agent", return_value=mock_summarizer): + await engine.summarize(messages) + + prompt = mock_summarizer.run.call_args[0][0] + assert "USER: Hello" in prompt + assert "ASSISTANT: Hi there" in prompt diff --git a/agent/tests/api/__init__.py b/agent/tests/api/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/api/v1/__init__.py b/agent/tests/api/v1/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/api/v1/conftest.py b/agent/tests/api/v1/conftest.py new file mode 100644 index 000000000..ab3dc9752 --- /dev/null +++ b/agent/tests/api/v1/conftest.py @@ -0,0 +1,32 @@ +"""API v1 specific fixtures.""" + +from uuid import UUID, uuid4 + +import pytest +import pytest_asyncio +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.chat_session import Session +from app.models.conversation import Conversation +from tests.factories import ConversationFactory, SessionFactory + + +@pytest.fixture +def user_id() -> UUID: + return uuid4() + + +@pytest_asyncio.fixture +async def active_conversation(db: AsyncSession, user_id: UUID) -> Conversation: + from app.schemas.agent import ConversationStatus + + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + await db.flush() + return conv + + +@pytest_asyncio.fixture +async def active_session(db: AsyncSession, active_conversation: Conversation) -> Session: + sess = SessionFactory(conversation=active_conversation, active=True) + await db.flush() + return sess diff --git a/agent/tests/api/v1/test_chat.py b/agent/tests/api/v1/test_chat.py new file mode 100644 index 000000000..17f0d490d --- /dev/null +++ b/agent/tests/api/v1/test_chat.py @@ -0,0 +1,127 @@ +"""Tests for POST /api/v1/chat/{conversation_id} route.""" + +from unittest.mock import MagicMock +from uuid import UUID, uuid4 + +from fastapi.testclient import TestClient +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.chat_session import Session +from app.models.conversation import Conversation +from app.schemas.agent import ConversationStatus +from tests.factories import ConversationFactory, SessionFactory + +CALLBACK_URL = "https://example.com/callback" + + +class TestSendMessage: + def test_queues_task_and_returns_task_id( + self, + client: TestClient, + auth_headers: dict, + active_session: Session, + active_conversation: Conversation, + mock_celery: MagicMock, + ) -> None: + response = client.post( + f"/api/v1/chat/{active_conversation.id}", + json={"message": "How was my sleep?", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + assert response.status_code == 200 + data = response.json() + assert "task_id" in data + assert data["task_id"] == "test-task-id" + + def test_calls_process_message_delay_with_correct_args( + self, + client: TestClient, + auth_headers: dict, + active_session: Session, + active_conversation: Conversation, + mock_celery: MagicMock, + ) -> None: + client.post( + f"/api/v1/chat/{active_conversation.id}", + json={"message": "Steps today?", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + mock_celery.delay.assert_called_once() + call_kwargs = mock_celery.delay.call_args.kwargs + assert call_kwargs["message"] == "Steps today?" + assert call_kwargs["session_id"] == str(active_session.id) + assert call_kwargs["conversation_id"] == str(active_conversation.id) + + def test_returns_404_for_unknown_conversation(self, client: TestClient, auth_headers: dict) -> None: + response = client.post( + f"/api/v1/chat/{uuid4()}", + json={"message": "Hello", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + assert response.status_code == 404 + + async def test_returns_410_for_closed_conversation( + self, + client: TestClient, + auth_headers: dict, + user_id: UUID, + db: AsyncSession, + ) -> None: + closed_conv = ConversationFactory(user_id=user_id, status=ConversationStatus.CLOSED) + SessionFactory(conversation=closed_conv, active=True) + await db.flush() + + response = client.post( + f"/api/v1/chat/{closed_conv.id}", + json={"message": "Hello", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + assert response.status_code == 410 + + async def test_returns_410_for_inactive_session( + self, + client: TestClient, + auth_headers: dict, + user_id: UUID, + db: AsyncSession, + ) -> None: + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + SessionFactory(conversation=conv, active=False) + await db.flush() + + response = client.post( + f"/api/v1/chat/{conv.id}", + json={"message": "Hello", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + assert response.status_code == 410 + + def test_rejects_empty_message( + self, + client: TestClient, + auth_headers: dict, + active_session: Session, + active_conversation: Conversation, + ) -> None: + response = client.post( + f"/api/v1/chat/{active_conversation.id}", + json={"message": "", "callback_url": CALLBACK_URL}, + headers=auth_headers, + ) + + assert response.status_code == 422 + + def test_requires_auth( + self, client: TestClient, active_session: Session, active_conversation: Conversation + ) -> None: + response = client.post( + f"/api/v1/chat/{active_conversation.id}", + json={"message": "Hello", "callback_url": CALLBACK_URL}, + ) + + assert response.status_code == 401 diff --git a/agent/tests/api/v1/test_conversation.py b/agent/tests/api/v1/test_conversation.py new file mode 100644 index 000000000..b3ce771ee --- /dev/null +++ b/agent/tests/api/v1/test_conversation.py @@ -0,0 +1,105 @@ +"""Tests for POST /api/v1/conversation and PATCH /api/v1/conversation/{id} routes.""" + +from uuid import UUID, uuid4 + +from fastapi.testclient import TestClient +from sqlalchemy.ext.asyncio import AsyncSession + +from app.models.chat_session import Session +from app.models.conversation import Conversation +from app.schemas.agent import ConversationStatus +from tests.factories import ConversationFactory, SessionFactory + + +class TestCreateOrGetConversation: + def test_creates_new_conversation_for_new_user(self, client: TestClient, auth_headers: dict) -> None: + response = client.post("/api/v1/conversation", json={}, headers=auth_headers) + + assert response.status_code == 201 + data = response.json() + assert "conversation_id" in data + assert "created_at" in data + + def test_returns_existing_conversation_when_passed_valid_conversation_id( + self, + client: TestClient, + auth_headers: dict, + active_session: Session, + active_conversation: Conversation, + user_id: UUID, + ) -> None: + response = client.post( + "/api/v1/conversation", + json={"conversation_id": str(active_conversation.id)}, + headers=auth_headers, + ) + + assert response.status_code == 201 + data = response.json() + assert data["conversation_id"] == str(active_conversation.id) + + def test_creates_new_conversation_when_conversation_id_is_unknown( + self, client: TestClient, auth_headers: dict + ) -> None: + response = client.post( + "/api/v1/conversation", + json={"conversation_id": str(uuid4())}, + headers=auth_headers, + ) + + assert response.status_code == 201 + data = response.json() + assert "conversation_id" in data + + def test_requires_auth(self, client: TestClient) -> None: + response = client.post("/api/v1/conversation", json={}) + + assert response.status_code == 401 + + +class TestDeactivateConversation: + def test_deactivates_own_conversation( + self, + client: TestClient, + auth_headers: dict, + active_session: Session, + active_conversation: Conversation, + ) -> None: + response = client.patch( + f"/api/v1/conversation/{active_conversation.id}", + headers=auth_headers, + ) + + assert response.status_code == 200 + data = response.json() + assert data["conversation_id"] == str(active_conversation.id) + + def test_returns_404_for_unknown_conversation(self, client: TestClient, auth_headers: dict) -> None: + response = client.patch( + f"/api/v1/conversation/{uuid4()}", + headers=auth_headers, + ) + + assert response.status_code == 404 + + async def test_returns_403_for_conversation_owned_by_other_user( + self, + client: TestClient, + auth_headers: dict, + db: AsyncSession, + ) -> None: + other_conv = ConversationFactory(user_id=uuid4(), status=ConversationStatus.ACTIVE) + SessionFactory(conversation=other_conv, active=True) + await db.flush() + + response = client.patch( + f"/api/v1/conversation/{other_conv.id}", + headers=auth_headers, + ) + + assert response.status_code == 403 + + def test_requires_auth(self, client: TestClient, active_conversation: Conversation) -> None: + response = client.patch(f"/api/v1/conversation/{active_conversation.id}") + + assert response.status_code == 401 diff --git a/agent/tests/conftest.py b/agent/tests/conftest.py new file mode 100644 index 000000000..e29e4bb26 --- /dev/null +++ b/agent/tests/conftest.py @@ -0,0 +1,278 @@ +""" +Main pytest configuration for Open Wearables Agent tests. + +Follows the same patterns as the backend test suite: +- PostgreSQL via testcontainers (or TEST_DATABASE_URL) +- Per-test async transaction rollback +- FastAPI TestClient with dependency overrides +- Autouse mocks for Celery, LLM, and external HTTP +""" + +from __future__ import annotations + +import asyncio +import os +import sys +from collections.abc import AsyncGenerator, Generator +from datetime import datetime, timezone +from typing import Any +from unittest.mock import AsyncMock, MagicMock, patch +from uuid import uuid4 + +# psycopg3 async mode requires SelectorEventLoop on Windows (not the default ProactorEventLoop) +if sys.platform == "win32": + asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy()) + +# Must be set before importing any app modules so pydantic-settings picks them up. +os.environ.setdefault("SECRET_KEY", "test-secret-key-for-testing-only") +os.environ.setdefault("ANTHROPIC_API_KEY", "sk-ant-test-key") +os.environ.setdefault("CELERY_BROKER_URL", "memory://") +os.environ.setdefault("CELERY_RESULT_BACKEND", "cache+memory://") + +import jwt +import pytest +import pytest_asyncio +from fastapi.testclient import TestClient +from sqlalchemy import event +from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine + +from app.config import settings +from app.database import BaseDbModel, _get_async_db_dependency +from tests import factories + +# --------------------------------------------------------------------------- +# Database fixtures +# --------------------------------------------------------------------------- + + +@pytest.fixture(scope="session") +def _postgres_url() -> Generator[str, None, None]: + """Provide a PostgreSQL connection URL for tests.""" + explicit_url = os.environ.get("TEST_DATABASE_URL") + if explicit_url: + yield explicit_url + return + + from testcontainers.postgres import PostgresContainer + + # Subclass to replace SQLAlchemy-based health check with psycopg3 native sync connect. + # SQLAlchemy's psycopg3 sync dialect uses the async API internally (via greenlets), + # which requires a running event loop — unavailable in this sync fixture. + class _SyncReadyPostgresContainer(PostgresContainer): + def _connect(self) -> None: # type: ignore[override] + import time + + import psycopg # psycopg3 native sync — no event loop required + + host = self.get_container_host_ip() + deadline = time.monotonic() + 90 + while time.monotonic() < deadline: + try: + port = int(self.get_exposed_port(self.port)) + conn = psycopg.connect( + host=host, + port=port, + dbname=self.dbname, + user=self.username, + password=self.password, + ) + conn.close() + return + except Exception: + time.sleep(0.5) + raise RuntimeError("Postgres container did not become ready in time") + + with _SyncReadyPostgresContainer( + image="postgres:16", + username="open-wearables", + password="open-wearables", + dbname="agent_test", + driver="psycopg", + ) as pg: + yield pg.get_connection_url() + + +@pytest.fixture(scope="session") +def async_engine(_postgres_url: str) -> Any: + """Create async test engine and schema.""" + return create_async_engine(_postgres_url, pool_pre_ping=True) + + +@pytest.fixture(scope="session") +def event_loop_policy() -> asyncio.AbstractEventLoopPolicy: + """Use SelectorEventLoop on Windows — psycopg3 async requires it.""" + if sys.platform == "win32": + return asyncio.WindowsSelectorEventLoopPolicy() + return asyncio.DefaultEventLoopPolicy() + + +@pytest_asyncio.fixture(scope="session") +async def _create_schema(async_engine: Any) -> AsyncGenerator[None, None]: + """Create all tables once per session.""" + from sqlalchemy import text + + async with async_engine.begin() as conn: + # MessageRole uses create_type=False so metadata.create_all won't create the PG enum; + # we must create it explicitly before creating the tables. + await conn.execute(text("CREATE TYPE IF NOT EXISTS messagerole AS ENUM ('user', 'assistant')")) + await conn.run_sync(BaseDbModel.metadata.create_all) + yield + async with async_engine.begin() as conn: + await conn.run_sync(BaseDbModel.metadata.drop_all) + await conn.execute(text("DROP TYPE IF EXISTS messagerole")) + + +@pytest_asyncio.fixture +async def db(_create_schema: None, async_engine: Any) -> AsyncGenerator[AsyncSession, None]: + """ + Per-test async session with savepoint-based rollback. + + The outer connection holds an open transaction that is rolled back at teardown. + Whenever the session commits it releases a SAVEPOINT, and the sync-session event + listener immediately opens a new one so the next operation stays within the same + outer (never-committed) transaction. + """ + async with async_engine.connect() as conn: + await conn.begin() + + session_factory = async_sessionmaker(conn, class_=AsyncSession, expire_on_commit=False) + session = session_factory() + + # Create an initial SAVEPOINT via the underlying sync session. + session.sync_session.begin_nested() + + @event.listens_for(session.sync_session, "after_transaction_end") + def _restart_savepoint(sync_session: Any, transaction: Any) -> None: + # After each SAVEPOINT is released (on flush/commit), open a new one so + # subsequent writes stay inside the outer rollback-able transaction. + if transaction.nested and not transaction._parent.nested: + sync_session.begin_nested() + + try: + yield session + finally: + await session.close() + await conn.rollback() + + +@pytest.fixture(autouse=True) +def set_factory_session(db: AsyncSession) -> Generator[None, None, None]: + """Inject the per-test DB session into all factories.""" + for name in dir(factories): + obj = getattr(factories, name) + if isinstance(obj, type) and hasattr(obj, "_meta") and hasattr(obj._meta, "sqlalchemy_session"): + obj._meta.sqlalchemy_session = db + yield + for name in dir(factories): + obj = getattr(factories, name) + if isinstance(obj, type) and hasattr(obj, "_meta") and hasattr(obj._meta, "sqlalchemy_session"): + obj._meta.sqlalchemy_session = None + + +# --------------------------------------------------------------------------- +# FastAPI TestClient +# --------------------------------------------------------------------------- + + +@pytest.fixture +def client(db: AsyncSession) -> Generator[TestClient, None, None]: + """TestClient with async DB dependency overridden.""" + from app.main import api + + async def override_db() -> AsyncGenerator[AsyncSession, None]: + yield db + + api.dependency_overrides[_get_async_db_dependency] = override_db + + with TestClient(api) as c: + yield c + + api.dependency_overrides.clear() + + +# --------------------------------------------------------------------------- +# JWT helpers +# --------------------------------------------------------------------------- + + +@pytest.fixture +def user_id() -> Any: + return uuid4() + + +@pytest.fixture +def auth_token(user_id: Any) -> str: + """Generate a valid JWT for the test user.""" + payload = { + "sub": str(user_id), + "exp": int((datetime(2099, 1, 1, tzinfo=timezone.utc)).timestamp()), + } + return jwt.encode(payload, settings.secret_key, algorithm=settings.algorithm) + + +@pytest.fixture +def auth_headers(auth_token: str) -> dict[str, str]: + return {"Authorization": f"Bearer {auth_token}"} + + +# --------------------------------------------------------------------------- +# Global autouse mocks +# --------------------------------------------------------------------------- + + +@pytest.fixture(autouse=True) +def mock_celery(monkeypatch: pytest.MonkeyPatch) -> MagicMock: + """Prevent Celery tasks from actually dispatching.""" + mock_task = MagicMock() + mock_task.delay.return_value = MagicMock(id="test-task-id") + mock_task.apply_async.return_value = MagicMock(id="test-task-id") + + with ( + patch("app.integrations.celery.tasks.process_message.process_message", mock_task), + patch("app.api.routes.v1.chat.process_message", mock_task), + ): + yield mock_task + + +@pytest.fixture(autouse=True) +def mock_llm() -> Generator[dict[str, MagicMock], None, None]: + """Mock pygentic-ai graph and pydantic-ai Agent to avoid real LLM calls.""" + mock_run_result = MagicMock() + mock_run_result.output = "This is a test assistant response." + + mock_graph_run = AsyncMock(return_value=mock_run_result) + + mock_pydantic_agent = MagicMock() + mock_pydantic_agent.run = AsyncMock(return_value=mock_run_result) + + with ( + patch( + "app.agent.workflows.agent_workflow.user_assistant_graph.run", + mock_graph_run, + ) as mock_graph, + patch( + "pydantic_ai.Agent", + return_value=mock_pydantic_agent, + ) as mock_summarizer, + ): + yield { + "agent": mock_pydantic_agent, + "graph_run": mock_graph, + "summarizer": mock_summarizer, + "run_result": mock_run_result, + } + + +@pytest.fixture(autouse=True) +def mock_ow_client() -> Generator[MagicMock, None, None]: + """Mock the OW backend REST client.""" + with patch("app.integrations.ow_backend.client.ow_client") as mock: + mock.get_user_profile = AsyncMock(return_value={"id": str(uuid4()), "first_name": "Test"}) + mock.get_body_summary = AsyncMock(return_value={"slow_changing": {}, "averaged": {}}) + mock.get_activity_summaries = AsyncMock(return_value={"data": []}) + mock.get_sleep_summaries = AsyncMock(return_value={"data": []}) + mock.get_recovery_summaries = AsyncMock(return_value={"data": []}) + mock.get_workout_events = AsyncMock(return_value={"data": []}) + mock.get_sleep_events = AsyncMock(return_value={"data": []}) + mock.get_timeseries = AsyncMock(return_value={"data": []}) + yield mock diff --git a/agent/tests/factories.py b/agent/tests/factories.py new file mode 100644 index 000000000..5d229c03e --- /dev/null +++ b/agent/tests/factories.py @@ -0,0 +1,48 @@ +"""Factory-boy factories for creating agent test data.""" + +from __future__ import annotations + +from uuid import uuid4 + +import factory +from factory import LazyFunction, Sequence + +from app.models.chat_session import Session +from app.models.conversation import Conversation +from app.models.message import Message +from app.schemas.agent import ConversationStatus, MessageRole + + +class BaseFactory(factory.alchemy.SQLAlchemyModelFactory): + class Meta: + abstract = True + sqlalchemy_session = None + sqlalchemy_session_persistence = "flush" + + +class ConversationFactory(BaseFactory): + class Meta: + model = Conversation + + user_id = LazyFunction(uuid4) + status = ConversationStatus.ACTIVE + summary = None + + +class SessionFactory(BaseFactory): + class Meta: + model = Session + + conversation = factory.SubFactory(ConversationFactory) + active = True + request_count = 0 + + +class MessageFactory(BaseFactory): + class Meta: + model = Message + + conversation = factory.SubFactory(ConversationFactory) + session = None + role = MessageRole.USER + content = Sequence(lambda n: f"Test message {n}") diff --git a/agent/tests/repositories/__init__.py b/agent/tests/repositories/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/repositories/test_conversation_repository.py b/agent/tests/repositories/test_conversation_repository.py new file mode 100644 index 000000000..b2c30dd5f --- /dev/null +++ b/agent/tests/repositories/test_conversation_repository.py @@ -0,0 +1,177 @@ +"""Tests for ConversationRepository.""" + +from datetime import timedelta +from uuid import uuid4 + +from sqlalchemy.ext.asyncio import AsyncSession + +from app.repositories import conversation_repository +from app.schemas.agent import ConversationStatus +from tests.factories import ConversationFactory + + +class TestConversationRepositoryCreate: + async def test_create_returns_conversation(self, db: AsyncSession) -> None: + user_id = uuid4() + conv = await conversation_repository.create(db, user_id) + + assert conv.id is not None + assert conv.user_id == user_id + assert conv.status == ConversationStatus.ACTIVE + assert conv.summary is None + + async def test_create_multiple_for_same_user(self, db: AsyncSession) -> None: + user_id = uuid4() + c1 = await conversation_repository.create(db, user_id) + c2 = await conversation_repository.create(db, user_id) + + assert c1.id != c2.id + + +class TestConversationRepositoryGetById: + async def test_get_existing_returns_conversation(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + result = await conversation_repository.get_by_id(db, conv.id) + + assert result is not None + assert result.id == conv.id + + async def test_get_nonexistent_returns_none(self, db: AsyncSession) -> None: + result = await conversation_repository.get_by_id(db, uuid4()) + assert result is None + + +class TestConversationRepositoryGetActiveByUserId: + async def test_returns_active_conversation(self, db: AsyncSession) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + await db.flush() + + result = await conversation_repository.get_active_by_user_id(db, user_id) + + assert result is not None + assert result.id == conv.id + + async def test_ignores_inactive_conversation(self, db: AsyncSession) -> None: + user_id = uuid4() + ConversationFactory(user_id=user_id, status=ConversationStatus.INACTIVE) + await db.flush() + + result = await conversation_repository.get_active_by_user_id(db, user_id) + + assert result is None + + async def test_ignores_closed_conversation(self, db: AsyncSession) -> None: + user_id = uuid4() + ConversationFactory(user_id=user_id, status=ConversationStatus.CLOSED) + await db.flush() + + result = await conversation_repository.get_active_by_user_id(db, user_id) + + assert result is None + + async def test_returns_none_for_unknown_user(self, db: AsyncSession) -> None: + result = await conversation_repository.get_active_by_user_id(db, uuid4()) + assert result is None + + +class TestConversationRepositoryUpdateStatus: + async def test_update_status_to_inactive(self, db: AsyncSession) -> None: + conv = ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + + updated = await conversation_repository.update_status(db, conv, ConversationStatus.INACTIVE) + + assert updated.status == ConversationStatus.INACTIVE + + async def test_update_status_to_closed(self, db: AsyncSession) -> None: + conv = ConversationFactory(status=ConversationStatus.INACTIVE) + await db.flush() + + updated = await conversation_repository.update_status(db, conv, ConversationStatus.CLOSED) + + assert updated.status == ConversationStatus.CLOSED + + +class TestConversationRepositoryUpdateSummary: + async def test_sets_summary_text(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + updated = await conversation_repository.update_summary(db, conv, "User asked about sleep.") + + assert updated.summary == "User asked about sleep." + + async def test_overwrites_existing_summary(self, db: AsyncSession) -> None: + conv = ConversationFactory(summary="Old summary") + await db.flush() + + updated = await conversation_repository.update_summary(db, conv, "New summary") + + assert updated.summary == "New summary" + + +class TestConversationRepositoryMarkInactiveStale: + async def test_marks_stale_active_conversations_inactive(self, db: AsyncSession) -> None: + from datetime import datetime, timezone + + from sqlalchemy import update as sa_update + + conv = ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + + # Back-date updated_at to make it stale + await db.execute( + sa_update(type(conv)) + .where(type(conv).id == conv.id) + .values(updated_at=datetime(2000, 1, 1, tzinfo=timezone.utc)) + ) + await db.commit() + + count = await conversation_repository.mark_inactive_stale(db, timedelta(minutes=10)) + + assert count >= 1 + refreshed = await conversation_repository.get_by_id(db, conv.id) + assert refreshed.status == ConversationStatus.INACTIVE + + async def test_ignores_recently_updated_conversations(self, db: AsyncSession) -> None: + ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + + # Use a tiny max_age so nothing should be stale + count = await conversation_repository.mark_inactive_stale(db, timedelta(days=9999)) + + assert count == 0 + + +class TestConversationRepositoryCloseStale: + async def test_closes_stale_inactive_conversations(self, db: AsyncSession) -> None: + from datetime import datetime, timezone + + from sqlalchemy import update as sa_update + + conv = ConversationFactory(status=ConversationStatus.INACTIVE) + await db.flush() + + await db.execute( + sa_update(type(conv)) + .where(type(conv).id == conv.id) + .values(updated_at=datetime(2000, 1, 1, tzinfo=timezone.utc)) + ) + await db.commit() + + count = await conversation_repository.close_stale(db, timedelta(hours=1)) + + assert count >= 1 + refreshed = await conversation_repository.get_by_id(db, conv.id) + assert refreshed.status == ConversationStatus.CLOSED + + async def test_ignores_active_conversations(self, db: AsyncSession) -> None: + ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + + count = await conversation_repository.close_stale(db, timedelta(seconds=0)) + + assert count == 0 diff --git a/agent/tests/repositories/test_message_repository.py b/agent/tests/repositories/test_message_repository.py new file mode 100644 index 000000000..038386597 --- /dev/null +++ b/agent/tests/repositories/test_message_repository.py @@ -0,0 +1,87 @@ +"""Tests for MessageRepository.""" + +from sqlalchemy.ext.asyncio import AsyncSession + +from app.repositories import message_repository +from app.schemas.agent import MessageRole +from tests.factories import ConversationFactory, SessionFactory + + +class TestMessageRepositoryCreate: + async def test_create_user_message(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + msg = await message_repository.create(db, conv.id, MessageRole.USER, "Hello!") + + assert msg.id is not None + assert msg.conversation_id == conv.id + assert msg.role == MessageRole.USER + assert msg.content == "Hello!" + assert msg.session_id is None + + async def test_create_assistant_message(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + msg = await message_repository.create(db, conv.id, MessageRole.ASSISTANT, "Hi there!") + + assert msg.role == MessageRole.ASSISTANT + assert msg.content == "Hi there!" + + async def test_create_message_with_session_id(self, db: AsyncSession) -> None: + conv = ConversationFactory() + sess = SessionFactory(conversation=conv) + await db.flush() + + msg = await message_repository.create(db, conv.id, MessageRole.USER, "Test", session_id=sess.id) + + assert msg.session_id == sess.id + + +class TestMessageRepositoryGetByConversationId: + async def test_returns_messages_ordered_by_created_at(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + await message_repository.create(db, conv.id, MessageRole.USER, "First") + await message_repository.create(db, conv.id, MessageRole.ASSISTANT, "Second") + await message_repository.create(db, conv.id, MessageRole.USER, "Third") + + messages = await message_repository.get_by_conversation_id(db, conv.id) + + assert len(messages) == 3 + assert messages[0].content == "First" + assert messages[1].content == "Second" + assert messages[2].content == "Third" + + async def test_returns_empty_list_for_unknown_conversation(self, db: AsyncSession) -> None: + from uuid import uuid4 + + messages = await message_repository.get_by_conversation_id(db, uuid4()) + + assert messages == [] + + async def test_respects_limit(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + for i in range(5): + await message_repository.create(db, conv.id, MessageRole.USER, f"Msg {i}") + + messages = await message_repository.get_by_conversation_id(db, conv.id, limit=3) + + assert len(messages) == 3 + + async def test_does_not_return_messages_from_other_conversations(self, db: AsyncSession) -> None: + conv1 = ConversationFactory() + conv2 = ConversationFactory() + await db.flush() + + await message_repository.create(db, conv1.id, MessageRole.USER, "Conv1 msg") + await message_repository.create(db, conv2.id, MessageRole.USER, "Conv2 msg") + + messages = await message_repository.get_by_conversation_id(db, conv1.id) + + assert len(messages) == 1 + assert messages[0].content == "Conv1 msg" diff --git a/agent/tests/repositories/test_session_repository.py b/agent/tests/repositories/test_session_repository.py new file mode 100644 index 000000000..076f531c8 --- /dev/null +++ b/agent/tests/repositories/test_session_repository.py @@ -0,0 +1,151 @@ +"""Tests for SessionRepository.""" + +from datetime import datetime, timedelta, timezone +from uuid import uuid4 + +from sqlalchemy import update as sa_update +from sqlalchemy.ext.asyncio import AsyncSession + +from app.repositories import session_repository +from tests.factories import ConversationFactory, SessionFactory + + +class TestSessionRepositoryCreate: + async def test_create_returns_active_session(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + session = await session_repository.create(db, conv.id) + + assert session.id is not None + assert session.conversation_id == conv.id + assert session.active is True + assert session.request_count == 0 + + async def test_create_multiple_sessions_for_same_conversation(self, db: AsyncSession) -> None: + conv = ConversationFactory() + await db.flush() + + s1 = await session_repository.create(db, conv.id) + s2 = await session_repository.create(db, conv.id) + + assert s1.id != s2.id + + +class TestSessionRepositoryGetById: + async def test_get_existing_returns_session(self, db: AsyncSession) -> None: + sess = SessionFactory() + await db.flush() + + result = await session_repository.get_by_id(db, sess.id) + + assert result is not None + assert result.id == sess.id + + async def test_get_nonexistent_returns_none(self, db: AsyncSession) -> None: + result = await session_repository.get_by_id(db, uuid4()) + assert result is None + + +class TestSessionRepositoryGetActiveByConversationId: + async def test_returns_active_session(self, db: AsyncSession) -> None: + conv = ConversationFactory() + sess = SessionFactory(conversation=conv, active=True) + await db.flush() + + result = await session_repository.get_active_by_conversation_id(db, conv.id) + + assert result is not None + assert result.id == sess.id + + async def test_ignores_inactive_session(self, db: AsyncSession) -> None: + conv = ConversationFactory() + SessionFactory(conversation=conv, active=False) + await db.flush() + + result = await session_repository.get_active_by_conversation_id(db, conv.id) + + assert result is None + + async def test_returns_none_for_unknown_conversation(self, db: AsyncSession) -> None: + result = await session_repository.get_active_by_conversation_id(db, uuid4()) + assert result is None + + +class TestSessionRepositoryDeactivate: + async def test_deactivate_sets_active_false(self, db: AsyncSession) -> None: + sess = SessionFactory(active=True) + await db.flush() + + updated = await session_repository.deactivate(db, sess) + + assert updated.active is False + + async def test_deactivate_already_inactive_is_idempotent(self, db: AsyncSession) -> None: + sess = SessionFactory(active=False) + await db.flush() + + updated = await session_repository.deactivate(db, sess) + + assert updated.active is False + + +class TestSessionRepositoryIncrementRequestCount: + async def test_increments_count(self, db: AsyncSession) -> None: + sess = SessionFactory(request_count=0) + await db.flush() + + await session_repository.increment_request_count(db, sess) + + assert sess.request_count == 1 + + async def test_increments_from_nonzero(self, db: AsyncSession) -> None: + sess = SessionFactory(request_count=5) + await db.flush() + + await session_repository.increment_request_count(db, sess) + + assert sess.request_count == 6 + + +class TestSessionRepositoryDeactivateExpired: + async def test_deactivates_stale_sessions(self, db: AsyncSession) -> None: + sess = SessionFactory(active=True) + await db.flush() + + # Back-date updated_at + await db.execute( + sa_update(type(sess)) + .where(type(sess).id == sess.id) + .values(updated_at=datetime(2000, 1, 1, tzinfo=timezone.utc)) + ) + await db.commit() + + count = await session_repository.deactivate_expired(db, timedelta(minutes=10)) + + assert count >= 1 + refreshed = await session_repository.get_by_id(db, sess.id) + assert refreshed.active is False + + async def test_ignores_recently_active_sessions(self, db: AsyncSession) -> None: + SessionFactory(active=True) + await db.flush() + + count = await session_repository.deactivate_expired(db, timedelta(days=9999)) + + assert count == 0 + + async def test_ignores_already_inactive_sessions(self, db: AsyncSession) -> None: + sess = SessionFactory(active=False) + await db.flush() + + await db.execute( + sa_update(type(sess)) + .where(type(sess).id == sess.id) + .values(updated_at=datetime(2000, 1, 1, tzinfo=timezone.utc)) + ) + await db.commit() + + count = await session_repository.deactivate_expired(db, timedelta(seconds=0)) + + assert count == 0 diff --git a/agent/tests/services/__init__.py b/agent/tests/services/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/services/test_conversation_service.py b/agent/tests/services/test_conversation_service.py new file mode 100644 index 000000000..a486811d7 --- /dev/null +++ b/agent/tests/services/test_conversation_service.py @@ -0,0 +1,213 @@ +"""Tests for ConversationService.""" + +from uuid import uuid4 + +import pytest +from fastapi import HTTPException +from sqlalchemy.ext.asyncio import AsyncSession + +from app.schemas.agent import ConversationStatus, MessageRole +from app.services.conversation import ConversationService +from tests.factories import ConversationFactory, SessionFactory + + +@pytest.fixture +def service(db: AsyncSession) -> ConversationService: + return ConversationService(db) + + +class TestConversationServiceUpsert: + async def test_creates_conversation_and_session_for_new_user( + self, db: AsyncSession, service: ConversationService + ) -> None: + user_id = uuid4() + + conversation, session = await service.upsert(user_id) + + assert conversation.user_id == user_id + assert conversation.status == ConversationStatus.ACTIVE + assert session.conversation_id == conversation.id + assert session.active is True + + async def test_reuses_active_conversation_creates_new_session( + self, db: AsyncSession, service: ConversationService + ) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + await db.flush() + + conversation, session = await service.upsert(user_id) + + assert conversation.id == conv.id + assert session.conversation_id == conv.id + + async def test_reuses_existing_active_session(self, db: AsyncSession, service: ConversationService) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + sess = SessionFactory(conversation=conv, active=True) + await db.flush() + + conversation, session = await service.upsert(user_id) + + assert conversation.id == conv.id + assert session.id == sess.id + + async def test_valid_conversation_id_reuses_both(self, db: AsyncSession, service: ConversationService) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + sess = SessionFactory(conversation=conv, active=True) + await db.flush() + + conversation, session = await service.upsert(user_id, conversation_id=conv.id) + + assert conversation.id == conv.id + assert session.id == sess.id + + async def test_mismatched_user_id_falls_through_to_new_conversation( + self, db: AsyncSession, service: ConversationService + ) -> None: + # conversation belongs to a different user + conv = ConversationFactory(user_id=uuid4(), status=ConversationStatus.ACTIVE) + SessionFactory(conversation=conv, active=True) + await db.flush() + + other_user = uuid4() + conversation, session = await service.upsert(other_user, conversation_id=conv.id) + + # Should NOT reuse the mismatched conversation + assert conversation.user_id == other_user + assert conversation.id != conv.id + + +class TestConversationServiceGetActive: + async def test_returns_valid_session_and_conversation(self, db: AsyncSession, service: ConversationService) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + sess = SessionFactory(conversation=conv, active=True) + await db.flush() + + conversation, session = await service.get_active(conv.id, user_id) + + assert conversation.id == conv.id + assert session.id == sess.id + + async def test_raises_404_for_unknown_conversation(self, db: AsyncSession, service: ConversationService) -> None: + with pytest.raises(HTTPException) as exc: + await service.get_active(uuid4(), uuid4()) + + assert exc.value.status_code == 404 + + async def test_raises_403_for_wrong_user(self, db: AsyncSession, service: ConversationService) -> None: + conv = ConversationFactory(user_id=uuid4(), status=ConversationStatus.ACTIVE) + SessionFactory(conversation=conv, active=True) + await db.flush() + + with pytest.raises(HTTPException) as exc: + await service.get_active(conv.id, uuid4()) + + assert exc.value.status_code == 403 + + async def test_raises_410_for_closed_conversation(self, db: AsyncSession, service: ConversationService) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.CLOSED) + SessionFactory(conversation=conv, active=True) + await db.flush() + + with pytest.raises(HTTPException) as exc: + await service.get_active(conv.id, user_id) + + assert exc.value.status_code == 410 + + async def test_raises_410_for_inactive_session(self, db: AsyncSession, service: ConversationService) -> None: + user_id = uuid4() + conv = ConversationFactory(user_id=user_id, status=ConversationStatus.ACTIVE) + SessionFactory(conversation=conv, active=False) + await db.flush() + + with pytest.raises(HTTPException) as exc: + await service.get_active(conv.id, user_id) + + assert exc.value.status_code == 410 + + +class TestConversationServiceSaveMessages: + async def test_persists_user_and_assistant_messages(self, db: AsyncSession, service: ConversationService) -> None: + from app.repositories import message_repository + + user_id = uuid4() + conv = ConversationFactory(user_id=user_id) + sess = SessionFactory(conversation=conv) + await db.flush() + + await service.save_messages(conv.id, sess.id, "Hello!", "Hi there!") + + messages = await message_repository.get_by_conversation_id(db, conv.id) + assert len(messages) == 2 + assert messages[0].role == MessageRole.USER + assert messages[0].content == "Hello!" + assert messages[1].role == MessageRole.ASSISTANT + assert messages[1].content == "Hi there!" + + async def test_increments_session_request_count(self, db: AsyncSession, service: ConversationService) -> None: + from app.repositories import session_repository + + user_id = uuid4() + conv = ConversationFactory(user_id=user_id) + sess = SessionFactory(conversation=conv, request_count=0) + await db.flush() + + await service.save_messages(conv.id, sess.id, "msg", "reply") + + refreshed = await session_repository.get_by_id(db, sess.id) + assert refreshed.request_count == 1 + + +class TestConversationServiceBuildHistory: + async def test_returns_empty_for_no_messages(self, db: AsyncSession, service: ConversationService) -> None: + conv = ConversationFactory() + await db.flush() + + history = await service.build_history(conv) + + assert history == [] + + async def test_returns_all_messages_under_threshold(self, db: AsyncSession, service: ConversationService) -> None: + from app.repositories import message_repository + + conv = ConversationFactory() + await db.flush() + + await message_repository.create(db, conv.id, MessageRole.USER, "Question") + await message_repository.create(db, conv.id, MessageRole.ASSISTANT, "Answer") + + history = await service.build_history(conv) + + assert len(history) == 2 + assert history[0] == {"role": "user", "content": "Question"} + assert history[1] == {"role": "assistant", "content": "Answer"} + + async def test_uses_existing_summary_when_over_threshold( + self, db: AsyncSession, service: ConversationService + ) -> None: + from unittest.mock import patch + + from app.repositories import message_repository + + conv = ConversationFactory(summary="Old summary text") + await db.flush() + + # Create 25 messages (over default threshold of 20) + for i in range(25): + role = MessageRole.USER if i % 2 == 0 else MessageRole.ASSISTANT + await message_repository.create(db, conv.id, role, f"Message {i}") + + from app.config import settings + + with patch.object(settings, "history_summary_threshold", 20): + history = await service.build_history(conv) + + # First element should be the summary injection + assert history[0]["role"] == "system" + assert "Old summary text" in history[0]["content"] + # Remaining should be the recent window + assert len(history) == 21 # 1 summary + 20 recent diff --git a/agent/tests/tasks/__init__.py b/agent/tests/tasks/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agent/tests/tasks/test_conversation_lifecycle.py b/agent/tests/tasks/test_conversation_lifecycle.py new file mode 100644 index 000000000..660d51a5a --- /dev/null +++ b/agent/tests/tasks/test_conversation_lifecycle.py @@ -0,0 +1,113 @@ +"""Tests for the manage_conversation_lifecycle Celery task.""" + +from datetime import datetime, timezone +from typing import Any +from unittest.mock import AsyncMock, patch + +from sqlalchemy import update as sa_update +from sqlalchemy.ext.asyncio import AsyncSession + +from app.schemas.agent import ConversationStatus +from tests.factories import ConversationFactory, SessionFactory + + +async def _backdate(db: AsyncSession, model_instance: Any, field: str, dt: datetime) -> None: + """Helper to back-date a timestamp on an ORM instance.""" + await db.execute( + sa_update(type(model_instance)).where(type(model_instance).id == model_instance.id).values(**{field: dt}) + ) + await db.commit() + + +class TestManageConversationLifecycle: + async def test_deactivates_expired_sessions(self, db: AsyncSession) -> None: + from app.integrations.celery.tasks.conversation_lifecycle import _run_lifecycle + + sess = SessionFactory(active=True) + await db.flush() + await _backdate(db, sess, "updated_at", datetime(2000, 1, 1, tzinfo=timezone.utc)) + + with patch("app.integrations.celery.tasks.conversation_lifecycle.settings") as mock_settings: + mock_settings.session_timeout_minutes = 10 + mock_settings.conversation_close_hours = 24 + + with patch("app.integrations.celery.tasks.conversation_lifecycle.AsyncSessionLocal") as mock_session_local: + mock_session_local.return_value.__aenter__ = AsyncMock(return_value=db) + mock_session_local.return_value.__aexit__ = AsyncMock(return_value=False) + + await _run_lifecycle() + + from app.repositories import session_repository + + refreshed = await session_repository.get_by_id(db, sess.id) + assert refreshed.active is False + + async def test_marks_stale_conversations_inactive(self, db: AsyncSession) -> None: + from app.integrations.celery.tasks.conversation_lifecycle import _run_lifecycle + from app.repositories import conversation_repository + + conv = ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + await _backdate(db, conv, "updated_at", datetime(2000, 1, 1, tzinfo=timezone.utc)) + + # Patch close_stale to a no-op so it does not interfere with the + # mark-inactive assertion (mark_inactive_stale updates updated_at=now() + # via SQLAlchemy onupdate, which can occasionally match the close window + # depending on transaction timing). + with patch("app.integrations.celery.tasks.conversation_lifecycle.settings") as mock_settings: + mock_settings.session_timeout_minutes = 10 + mock_settings.conversation_close_hours = 24 + + with patch("app.integrations.celery.tasks.conversation_lifecycle.AsyncSessionLocal") as mock_session_local: + mock_session_local.return_value.__aenter__ = AsyncMock(return_value=db) + mock_session_local.return_value.__aexit__ = AsyncMock(return_value=False) + + with patch.object(conversation_repository, "close_stale", AsyncMock(return_value=0)): + await _run_lifecycle() + + refreshed = await conversation_repository.get_by_id(db, conv.id) + assert refreshed.status == ConversationStatus.INACTIVE + + async def test_closes_long_inactive_conversations(self, db: AsyncSession) -> None: + from app.integrations.celery.tasks.conversation_lifecycle import _run_lifecycle + + conv = ConversationFactory(status=ConversationStatus.INACTIVE) + await db.flush() + await _backdate(db, conv, "updated_at", datetime(2000, 1, 1, tzinfo=timezone.utc)) + + with patch("app.integrations.celery.tasks.conversation_lifecycle.settings") as mock_settings: + mock_settings.session_timeout_minutes = 10 + mock_settings.conversation_close_hours = 1 + + with patch("app.integrations.celery.tasks.conversation_lifecycle.AsyncSessionLocal") as mock_session_local: + mock_session_local.return_value.__aenter__ = AsyncMock(return_value=db) + mock_session_local.return_value.__aexit__ = AsyncMock(return_value=False) + + await _run_lifecycle() + + from app.repositories import conversation_repository + + refreshed = await conversation_repository.get_by_id(db, conv.id) + assert refreshed.status == ConversationStatus.CLOSED + + async def test_does_not_affect_fresh_conversations(self, db: AsyncSession) -> None: + from app.integrations.celery.tasks.conversation_lifecycle import _run_lifecycle + + conv = ConversationFactory(status=ConversationStatus.ACTIVE) + await db.flush() + # No backdating — conversation is fresh + + with patch("app.integrations.celery.tasks.conversation_lifecycle.settings") as mock_settings: + mock_settings.session_timeout_minutes = 10 + mock_settings.conversation_close_hours = 24 + + with patch("app.integrations.celery.tasks.conversation_lifecycle.AsyncSessionLocal") as mock_session_local: + mock_session_local.return_value.__aenter__ = AsyncMock(return_value=db) + mock_session_local.return_value.__aexit__ = AsyncMock(return_value=False) + + await _run_lifecycle() + + from app.repositories import conversation_repository + + refreshed = await conversation_repository.get_by_id(db, conv.id) + assert refreshed.status == ConversationStatus.ACTIVE diff --git a/agent/uv.lock b/agent/uv.lock new file mode 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HTTPException(status_code=501, detail="Not implemented") + start_datetime = parse_query_datetime(start_date) + end_datetime = parse_query_datetime(end_date) + return summaries_service.get_recovery_summaries(db, user_id, start_datetime, end_datetime, cursor, limit) @router.get("/users/{user_id}/summaries/body") diff --git a/backend/app/repositories/data_point_series_repository.py b/backend/app/repositories/data_point_series_repository.py index 4d6aba927..eb4836b9f 100644 --- a/backend/app/repositories/data_point_series_repository.py +++ b/backend/app/repositories/data_point_series_repository.py @@ -852,6 +852,70 @@ def get_latest_values_for_types( return latest_values + def get_daily_vitals_aggregates( + self, + db_session: DbSession, + user_id: UUID, + start_date: datetime, + end_date: datetime, + ) -> list[dict]: + """Get daily averages of recovery-relevant vitals (resting HR, HRV SDNN, SpO2). + + Groups by calendar date, data source, and device model so that the caller + can apply the same priority-filtering used by activity/sleep summaries. + + Returns: + List of dicts with keys: rec_date, source, device_model, + avg_resting_hr, avg_hrv_sdnn, avg_spo2. + Fields are None when the source has no readings of that type for that day. + """ + rhr_id = get_series_type_id(SeriesType.resting_heart_rate) + hrv_id = get_series_type_id(SeriesType.heart_rate_variability_sdnn) + spo2_id = get_series_type_id(SeriesType.oxygen_saturation) + + results = ( + db_session.query( + cast(self.model.recorded_at, Date).label("rec_date"), + DataSource.source.label("source"), + DataSource.device_model.label("device_model"), + func.avg(case((self.model.series_type_definition_id == rhr_id, self.model.value), else_=None)).label( + "avg_resting_hr" + ), + func.avg(case((self.model.series_type_definition_id == hrv_id, self.model.value), else_=None)).label( + "avg_hrv_sdnn" + ), + func.avg(case((self.model.series_type_definition_id == spo2_id, self.model.value), else_=None)).label( + "avg_spo2" + ), + ) + .join(DataSource, self.model.data_source_id == DataSource.id) + .filter( + DataSource.user_id == user_id, + self.model.recorded_at >= start_date, + cast(self.model.recorded_at, Date) < cast(end_date, Date), + self.model.series_type_definition_id.in_([rhr_id, hrv_id, spo2_id]), + ) + .group_by( + cast(self.model.recorded_at, Date), + DataSource.source, + DataSource.device_model, + ) + .order_by(asc(cast(self.model.recorded_at, Date))) + .all() + ) + + return [ + { + "rec_date": row.rec_date, + "source": row.source, + "device_model": row.device_model, + "avg_resting_hr": int(round(float(row.avg_resting_hr))) if row.avg_resting_hr is not None else None, + "avg_hrv_sdnn": round(float(row.avg_hrv_sdnn), 1) if row.avg_hrv_sdnn is not None else None, + "avg_spo2": round(float(row.avg_spo2), 1) if row.avg_spo2 is not None else None, + } + for row in results + ] + def get_aggregates_for_period( self, db_session: DbSession, diff --git a/backend/app/repositories/event_record_repository.py b/backend/app/repositories/event_record_repository.py index 9af8b60c2..0690e79e2 100644 --- a/backend/app/repositories/event_record_repository.py +++ b/backend/app/repositories/event_record_repository.py @@ -385,7 +385,7 @@ def get_sleep_summaries( start_date: datetime, end_date: datetime, cursor: str | None, - limit: int, + limit: int | None, ) -> list[dict]: """Get daily sleep summaries aggregated by date, source, and device_model. @@ -499,8 +499,8 @@ def get_sleep_summaries( # No cursor: default ordering query = query.order_by(asc(subquery.c.sleep_date), asc(record_id_col)) - # Limit + 1 to check for has_more - results = query.limit(limit + 1).all() + # Limit + 1 to check for has_more; None means fetch all rows + results = query.limit(limit + 1 if limit is not None else None).all() # Transform results to dict format summaries = [] diff --git a/backend/app/repositories/user_repository.py b/backend/app/repositories/user_repository.py index ae2916f73..12490965a 100644 --- a/backend/app/repositories/user_repository.py +++ b/backend/app/repositories/user_repository.py @@ -1,7 +1,7 @@ from datetime import datetime from sqlalchemy import desc, func, nullsfirst, nullslast, or_, select -from sqlalchemy.orm import Query +from sqlalchemy.orm import Query, selectinload from app.database import DbSession from app.models import User @@ -47,7 +47,7 @@ def get_users_with_filters( A tuple containing a list of (user, last_synced_at, last_synced_provider) tuples and the total count of users. """ - query: Query = db_session.query(self.model) + query: Query = db_session.query(self.model).options(selectinload(self.model.personal_record)) if query_params.search: # Escape special LIKE characters diff --git a/backend/app/schemas/model_crud/user_management/user.py b/backend/app/schemas/model_crud/user_management/user.py index ed290b614..68a4c18d3 100644 --- a/backend/app/schemas/model_crud/user_management/user.py +++ b/backend/app/schemas/model_crud/user_management/user.py @@ -1,8 +1,8 @@ -from datetime import datetime, timezone -from typing import Literal +from datetime import date, datetime, timezone +from typing import Any, Literal from uuid import UUID, uuid4 -from pydantic import BaseModel, ConfigDict, EmailStr, Field +from pydantic import BaseModel, ConfigDict, EmailStr, Field, model_validator # Allowlist for user sort columns - keep in sync with Literal type below USER_SORT_COLUMNS: frozenset[str] = frozenset({"created_at", "email", "first_name", "last_name", "last_synced_at"}) @@ -50,6 +50,29 @@ class UserRead(BaseModel): external_user_id: str | None = None last_synced_at: datetime | None = None last_synced_provider: str | None = None + birth_date: date | None = None + sex: bool | None = None + gender: str | None = None + + @model_validator(mode="before") + @classmethod + def _flatten_personal_record(cls, data: Any) -> Any: + if isinstance(data, dict): + return data + pr = getattr(data, "personal_record", None) + return { + "id": getattr(data, "id", None), + "created_at": getattr(data, "created_at", None), + "first_name": getattr(data, "first_name", None), + "last_name": getattr(data, "last_name", None), + "email": getattr(data, "email", None), + "external_user_id": getattr(data, "external_user_id", None), + "last_synced_at": getattr(data, "last_synced_at", None), + "last_synced_provider": getattr(data, "last_synced_provider", None), + "birth_date": pr.birth_date if pr else None, + "sex": pr.sex if pr else None, + "gender": pr.gender if pr else None, + } class UserCreate(BaseModel): diff --git a/backend/app/services/summaries_service.py b/backend/app/services/summaries_service.py index ff8679557..f2cac1e0d 100644 --- a/backend/app/services/summaries_service.py +++ b/backend/app/services/summaries_service.py @@ -33,6 +33,7 @@ BodySummary, HeartRateStats, IntensityMinutes, + RecoverySummary, SleepStagesSummary, SleepSummary, ) @@ -45,6 +46,7 @@ from app.utils.exceptions import handle_exceptions from app.utils.pagination import ( decode_activity_cursor, + decode_cursor, encode_activity_cursor, encode_cursor, ) @@ -366,6 +368,125 @@ def get_sleep_summaries( ), ) + @handle_exceptions + def get_recovery_summaries( + self, + db_session: DbSession, + user_id: UUID, + start_date: datetime, + end_date: datetime, + cursor: str | None, + limit: int, + ) -> PaginatedResponse[RecoverySummary]: + """Get daily recovery summaries combining sleep efficiency, resting HR, HRV, and SpO2.""" + self.logger.debug(f"Fetching recovery summaries for user {user_id} from {start_date} to {end_date}") + + # --- Vitals: resting HR, HRV SDNN, SpO2 (daily averages per source/device) --- + vitals_rows = self.data_point_repo.get_daily_vitals_aggregates(db_session, user_id, start_date, end_date) + + # Re-key vitals rows so _filter_by_priority can consume them (expects a "date_key" field) + for row in vitals_rows: + row["recovery_date"] = row["rec_date"] + + vitals_rows = self._filter_by_priority(db_session, user_id, vitals_rows, date_key="recovery_date") + vitals_by_date: dict[date, dict] = {row["recovery_date"]: row for row in vitals_rows} + + # --- Sleep: duration and efficiency per date --- + sleep_rows = self.event_record_repo.get_sleep_summaries(db_session, user_id, start_date, end_date, None, None) + sleep_rows = self._filter_by_priority(db_session, user_id, sleep_rows, date_key="sleep_date") + sleep_by_date: dict[date, dict] = {row["sleep_date"]: row for row in sleep_rows} + + # Merge on date: union of all dates that have at least one metric + all_dates = sorted(set(vitals_by_date) | set(sleep_by_date)) + + # Cursor-based pagination: skip dates before/at the cursor date + prev_page = False + if cursor: + cursor_dt, _, direction = decode_cursor(cursor) + cursor_date = cursor_dt.date() + if direction == "prev": + all_dates = [d for d in all_dates if d < cursor_date] + all_dates = list(reversed(all_dates)) + prev_page = True + else: + all_dates = [d for d in all_dates if d > cursor_date] + + has_more = len(all_dates) > limit + if has_more: + all_dates = all_dates[:limit] + if prev_page: + all_dates = list(reversed(all_dates)) + + next_cursor: str | None = None + previous_cursor: str | None = None + + _nil_id = UUID("00000000-0000-0000-0000-000000000000") + if all_dates: + if prev_page: + # Navigated backward: emit next_cursor (there are newer pages) and + # previous_cursor only when there are still older pages. + last_midnight = datetime.combine(all_dates[-1], datetime.min.time()).replace(tzinfo=timezone.utc) + next_cursor = encode_cursor(last_midnight, _nil_id, "next") + if has_more: + first_midnight = datetime.combine(all_dates[0], datetime.min.time()).replace(tzinfo=timezone.utc) + previous_cursor = encode_cursor(first_midnight, _nil_id, "prev") + else: + # Navigated forward (or first page): emit next_cursor when more pages exist + # and previous_cursor when we arrived via a cursor (not the first page). + if has_more: + last_midnight = datetime.combine(all_dates[-1], datetime.min.time()).replace(tzinfo=timezone.utc) + next_cursor = encode_cursor(last_midnight, _nil_id, "next") + if cursor: + first_midnight = datetime.combine(all_dates[0], datetime.min.time()).replace(tzinfo=timezone.utc) + previous_cursor = encode_cursor(first_midnight, _nil_id, "prev") + + data = [] + for d in all_dates: + vitals = vitals_by_date.get(d) + sleep = sleep_by_date.get(d) + + # Determine source: prefer vitals source (more signal), fallback to sleep + if vitals: + source = SourceMetadata(provider=vitals["source"] or "unknown", device=vitals.get("device_model")) + elif sleep: + source = SourceMetadata(provider=sleep["source"] or "unknown", device=sleep.get("device_model")) + else: + continue # no data — skip + + sleep_duration = ( + int(sleep["total_duration_minutes"] * 60) if sleep and sleep.get("total_duration_minutes") else None + ) + efficiency = sleep.get("efficiency_percent") if sleep else None + + data.append( + RecoverySummary( + date=d, + source=source, + sleep_duration_seconds=sleep_duration, + sleep_efficiency_percent=efficiency, + resting_heart_rate_bpm=int(round(vitals["avg_resting_hr"])) + if vitals and vitals["avg_resting_hr"] is not None + else None, + avg_hrv_sdnn_ms=vitals["avg_hrv_sdnn"] if vitals else None, + avg_spo2_percent=vitals["avg_spo2"] if vitals else None, + recovery_score=None, + ) + ) + + return PaginatedResponse( + data=data, + pagination=Pagination( + has_more=has_more, + next_cursor=next_cursor, + previous_cursor=previous_cursor, + ), + metadata=TimeseriesMetadata( + sample_count=len(data), + start_time=start_date, + end_time=end_date, + ), + ) + @handle_exceptions def get_activity_summaries( self, diff --git a/docker-compose.yml b/docker-compose.yml index 18359c82c..7e1c98d18 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -15,6 +15,7 @@ services: retries: 5 volumes: - postgres_data:/var/lib/postgresql + - ./agent/scripts/postgres/init.sh:/docker-entrypoint-initdb.d/init.sh app: build: @@ -135,6 +136,90 @@ services: volumes: - redis_data:/var/lib/redis/data + agent: + build: + context: ./agent + dockerfile: Dockerfile + container_name: agent__open-wearables + image: open-wearables-agent:latest + pull_policy: never + command: scripts/start/app.sh + env_file: + - ./agent/config/.env + environment: + - DB_HOST=db + - REDIS_HOST=redis + ports: + - "8001:8000" + depends_on: + db: + condition: service_healthy + redis: + condition: service_started + develop: + watch: + - action: sync + path: ./agent/app + target: /root_project/app + - action: sync+restart + path: ./agent/migrations + target: /root_project/migrations + - action: sync+restart + path: ./agent/config/.env + target: /root_project/config/.env + - action: sync + path: ./agent/scripts + target: /root_project/scripts + - action: rebuild + path: ./agent/uv.lock + restart: on-failure + + agent-celery-worker: + container_name: agent-celery-worker__open-wearables + image: open-wearables-agent:latest + pull_policy: never + command: scripts/start/worker.sh + env_file: + - ./agent/config/.env + environment: + - DB_HOST=db + - REDIS_HOST=redis + depends_on: + - redis + - db + - agent + develop: + watch: + - action: sync+restart + path: ./agent/app + target: /root_project/app + - action: sync + path: ./agent/scripts + target: /root_project/scripts + + agent-celery-beat: + container_name: agent-celery-beat__open-wearables + image: open-wearables-agent:latest + pull_policy: never + command: scripts/start/beat.sh + env_file: + - ./agent/config/.env + environment: + - DB_HOST=db + - REDIS_HOST=redis + depends_on: + - redis + - db + - agent + develop: + watch: + - action: sync+restart + path: ./agent/app + target: /root_project/app + - action: sync + path: ./agent/scripts + target: /root_project/scripts + frontend: build: context: ./frontend diff --git a/setup.cfg b/setup.cfg new file mode 100644 index 000000000..2c112a456 --- /dev/null +++ b/setup.cfg @@ -0,0 +1,28 @@ +[isort] +profile = black +known_first_party = app + +[flake8] +max-complexity = 7 +statistics = True +max-line-length = 120 +ignore = W503,E203 +per-file-ignores = + __init__.py: F401 + +[mypy] +plugins = pydantic.mypy +ignore_missing_imports = True +strict_optional = True +namespace_packages = True +follow_imports = normal +warn_redundant_casts = true +warn_unused_ignores = true +disallow_any_generics = true +check_untyped_defs = true + +[tool.pydantic-mypy] +init_forbid_extra = true +init_typed = true +warn_required_dynamic_aliases = true +warn_untyped_fields = true