diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..5a3d269 --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,36 @@ +{ + "name": "forge-observability", + "image": "mcr.microsoft.com/devcontainers/python:3", + "remoteUser": "root", + // Start datastore on the host before the devcontainer launches so the + // e.g., ClickHouse + "initializeCommand": "podman compose -f devtools/compose.clickhouse.yml up -d", + // Install uv and sync dependencies once after container creation. + "onCreateCommand": "python -m venv .venv && .venv/bin/pip install uv && .venv/bin/uv sync", + // Join the same Docker network as ClickHouse so we can reach it by + // its service name ("clickhouse") rather than localhost. + "runArgs": [ + "--env-file", + "${localWorkspaceFolder}/.env" + ], + "forwardPorts": [ + 8010 + ], + "portsAttributes": { + "8010": { + "label": "Forge Observability API" + } + }, + "customizations": { + "vscode": { + "extensions": [ + "ms-python.python", + "ms-python.vscode-pylance", + "tamasfe.even-better-toml" + ], + "settings": { + "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python" + } + } + } +} diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..54e1988 --- /dev/null +++ b/.env.example @@ -0,0 +1,48 @@ +# forge-observability — environment variables +# Copy this file to .env and fill in your values. + +# ── ClickHouse analytical store ─────────────────────────────────────────── +# Container development: use host.containers.internal +# to cross network boundaries. +CLICKHOUSE_HOST=host.containers.internal +CLICKHOUSE_PORT=9000 +CLICKHOUSE_HTTP_PORT=8123 +CLICKHOUSE_DATABASE=default +CLICKHOUSE_USER=forge +CLICKHOUSE_PASSWORD=forge + +# ── Forge Observability API ────────────────────────────────────────────── +FORGE_OBSERVABILITY_API_PORT=8010 +FORGE_OBSERVABILITY_API_LOG_LEVEL=INFO + +# ── Forge Observability Worker ────────────────────────────────── +FORGE_OBSERVABILITY_WORKER_LOG_LEVEL=INFO +# Pipeline polling intervals +LANGFUSE_INTERVAL_SECONDS=60 +PROMETHEUS_INTERVAL_SECONDS=300 +GITHUB_INTERVAL_SECONDS=600 +JIRA_INTERVAL_SECONDS=600 + +# ── Langfuse (LLM observability) ───────────────────────────────────────── +# Container development: use host.containers.internal +# to cross network boundaries. +LANGFUSE_HOST=host.containers.internal +LANGFUSE_PORT=3000 +LANGFUSE_PUBLIC_KEY= +LANGFUSE_SECRET_KEY= + +# ── Prometheus (app metrics) ────────────────────────────────────────────── +# Container development: use host.containers.internal +# to cross network boundaries. +PROMETHEUS_HOST=host.containers.internal +PROMETHEUS_PORT=9092 + +# ── GitHub ──────────────────────────────────────────────────────────────── +GITHUB_TOKEN= +# Comma-separated list of repos to ingest: owner/repo,owner/other +GITHUB_KNOWN_REPOS= + +# ── JIRA ────────────────────────────────────────────────────────────────── +JIRA_BASE_URL=https://your-org.atlassian.net +JIRA_USER_EMAIL= +JIRA_API_TOKEN= diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..58cf4a9 --- /dev/null +++ b/.gitignore @@ -0,0 +1,32 @@ +# Python +__pycache__/ +*.py[cod] +*.pyo +.venv/ +*.egg-info/ +dist/ +build/ + +# Environment +.env +!.env.example + +# Testing +.pytest_cache/ +.coverage + +# IDE +.idea/ +.vscode/ +*.swp + +# dlt +.dlt/ + +# dbt +.dbt/ +dbt.log +sources.yml + +# macOS +.DS_Store diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 0000000..52d3026 --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,109 @@ +# CLAUDE.md + +This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. + +## Commands + +```bash +# Install dependencies +uv sync +# Or to include dev only dependencies +uv sync --extra dev + +# Run tests +uv run pytest +uv run pytest tests/test_api.py # single file +uv run pytest -k "test_health" # single test by name + +# Lint / format +uv run ruff check src/ tests/ +uv run ruff format src/ tests/ + +# Run the API server (port 8010) +uv run forge observability serve +uv run forge observability serve --host "0.0.0.0" --port 8010 + +# Run all dlt/dbt pipelines (continuous or one-shot) +uv run forge observability worker +uv run forge observability worker --once + +# Start dev datastore (e.g., ClickHouse) +podman compose -f devtools/compose.clickhouse.yml up -d + +# Start Forge Observability Stack (API + worker) +podman compose -f devtools/compose.dev.yml up -d + +``` + +## Architecture + +**forge-observability** is a data ingestion and analytics plugin for the Forge SDLC Orchestrator. It pulls data from four external sources (Langfuse, GitHub, JIRA, Prometheus) into a configurable datastore. Using a medallion architecture, metrics are exposed via the Forge Observability API. + +### Data layers + +| Layer | Location | What it is | +|---|---|---| +| Bronze | Datastore tables | Raw, denormalized tables per source loaded by dlt | +| Silver | Datastore views | Cross-source joins, built by dbt | +| Gold | Datastore views | Pre-aggregated KPIs, built by dbt | + +**Table naming convention**: dlt loads bronze tables into the `default` database (no schema separation) using triple-underscore as a schema prefix separator — e.g. `bronze___llm_traces`, `silver___ticket_full_view`. SQLAlchemy queries reference these flat names directly. + +### Pipeline worker (`pipelines/worker.py`) + +Four dlt source pipelines run concurrently via `asyncio.gather` on configurable intervals. After each round — once every configured pipeline has reported at least one completion (success or failure) — a dbt task rebuilds silver and gold views via `dlt.dbt.package()`. Worker entry point: `forge observability worker`. + +**dlt pipelines** (each `*_pipeline.py` is an isolated dlt source): +- `langfuse_pipeline` → `bronze___llm_traces` +- `github_pipeline` → `bronze___pull_requests`, `bronze___ci_checks` +- `jira_pipeline` → `bronze___jira_tickets`, `bronze___human_interactions` +- `prometheus_pipeline` → `bronze___app_metrics` + +Pipelines are only registered if their credentials are present (`*_enabled` properties on `Settings`). + +**dbt run** (in `pipelines/dbt/`): After bronze pipelines finish, `_run_dbt()` in `worker.py` calls `dlt.dbt.package()` to execute the dbt project. Before each run it calls `_write_sources_yml()` which regenerates `models/sources.yml` from `_SOURCE_TABLE_MAP` (avoiding dlt housekeeping tables). Each dbt model uses the `is_source_available()` macro to conditionally include joins only for sources whose bronze tables actually exist — silver and gold views degrade gracefully when a source hasn't been loaded yet. + +### API service (`api/app.py`) + +Standalone FastAPI app — routes query datastore directly via `Repository`. Endpoint groups: + +- **Bronze drill-downs**: `/traces`, `/traces/summary`, `/ci-checks` +- **Silver aggregations**: `/tickets/{ticket_key}/summary`, `/insights/workflows`, `/insights/stage-performance`, `/insights/prs`, `/insights/cost-by-model` +- **Health**: `/health` + +`Repository` (`repository/repository.py`) uses SQLAlchemy Core with `create_engine(settings.datastore_dsn)`. It is injected as a FastAPI dependency and mocked in tests. Queries are built with SQLAlchemy `select()` / `sa_table()` referencing the flat `bronze___*` / `silver___*` table names. + +### Configuration (`config.py`) + +All config comes from environment variables (or `.env`) via Pydantic settings — `get_settings()` returns a cached singleton. Key groups: + +- ClickHouse: `CLICKHOUSE_HOST`, `CLICKHOUSE_PORT`, `CLICKHOUSE_HTTP_PORT`, `CLICKHOUSE_DATABASE`, `CLICKHOUSE_USER`, `CLICKHOUSE_PASSWORD` +- Source credentials: `LANGFUSE_*`, `GITHUB_TOKEN`, `GITHUB_KNOWN_REPOS`, `JIRA_*`, `PROMETHEUS_HOST/PORT` +- Pipeline intervals: `LANGFUSE_INTERVAL_SECONDS`, `PROMETHEUS_INTERVAL_SECONDS`, `GITHUB_INTERVAL_SECONDS`, `JIRA_INTERVAL_SECONDS` +- API: `FORGE_OBSERVABILITY_API_PORT`, `FORGE_OBSERVABILITY_API_LOG_LEVEL` + +`datastore_dsn` (computed) builds the SQLAlchemy connection string; `langfuse_url` / `prometheus_url` compose host+port into full URLs. + +### Entry points + +`forge` → `forge.observability.cli:forge_main` + +Registers `observability` as a subcommand of the Forge CLI namespace. When installed alongside other Forge plugins, each plugin contributes its own subcommand under `forge`. + +### Containers + +`containers/` holds two Dockerfiles: +- `forge-observability-api` — FastAPI service +- `forge-observability-worker` — background dlt + dbt worker + +These are composed with ClickHouse in `devtools/`. + +## Tests + +Tests use `pytest-asyncio`, FastAPI `TestClient`, and mock `Repository` to avoid needing a real datastore. + +- `tests/test_api.py` — API endpoint responses (mocked repository) +- `tests/test_config.py` — settings loading and computed properties +- `tests/test_pipelines.py` — pipeline helper logic (ticket extraction, interaction classification) + +Ruff is configured with rules E, F, I, UP, B, SIM, ARG and a 100-character line limit. diff --git a/README.md b/README.md index ccc4b1d..199527d 100644 --- a/README.md +++ b/README.md @@ -1 +1,235 @@ # forge-observability + +Analytics and observability plugin for the [Forge SDLC Orchestrator](https://github.com/your-org/forge). + +![Python](https://img.shields.io/badge/python-3.11%2B-blue) + +## Overview + +forge-observability ingests data from Langfuse, GitHub, JIRA, and Prometheus into ClickHouse, then exposes cross-source analytics through a FastAPI HTTP service. It ships as two independent services: an **API server** and a **worker**. + +It runs as the `observability` subcommand under the `forge` CLI. + +## Architecture + +Data flows through a medallion structure: + +``` +Langfuse ──┐ +GitHub ──┤──► Bronze(raw, per-source) ──► Silver/Gold (cross-source joins/KPIs) ──► API +JIRA ──┤ +Prometheus ─┘ +``` + +**Bronze** tables are loaded by dlt into the configured datastore using triple-underscore naming (`bronze___llm_traces`, `bronze___pull_requests`, etc.) within the configured database. **Silver** views are SQL views built by dbt. The API queries silver/gold views for analytics and silver/bronze tables for raw drill-down. + +dlt pipelines run concurrently via `asyncio` and handle incremental loading, schema evolution, and datastore destination management. dbt uses an event pattern to rebuild silver/gold views when dlt runs the configured group of pipelines + +## Prerequisites + +- Python ≥ 3.11 +- [uv](https://docs.astral.sh/uv/) +- Docker or Podman + +## Quick Start + +```bash +# Install +uv sync + +# Start external datastore +# e.g., Clickhouse +podman compose -f devtools/compose.clickhouse.yml up -d + +# Configure +cp .env.example .env +# Edit .env — at minimum set credentials for the sources you want to enable + +# Run pipelines once to backfill (also runs dbt to build silver views) +forge observability worker --once + +# Start the API +forge observability serve --reload +``` + +```bash +curl http://localhost:8010/health +# {"status":"ok","store":"sqlalchemy"} +``` + +## Configuration + +All settings are read from environment variables or a `.env` file. See `.env.example` for a ready-to-copy template. + +### ClickHouse + +| Variable | Default | Description | +|----------|---------|-------------| +| `CLICKHOUSE_HOST` | `localhost` | Server hostname | +| `CLICKHOUSE_PORT` | `9000` | Native protocol port | +| `CLICKHOUSE_HTTP_PORT` | `8123` | HTTP interface port | +| `CLICKHOUSE_DATABASE` | `default` | Database name | +| `CLICKHOUSE_USER` | `forge` | Username | +| `CLICKHOUSE_PASSWORD` | `forge` | Password | + +### API + +| Variable | Default | Description | +|----------|---------|-------------| +| `FORGE_OBSERVABILITY_API_PORT` | `8010` | Listening port | +| `FORGE_OBSERVABILITY_API_LOG_LEVEL` | `INFO` | Uvicorn log level | + +### Worker + +| Variable | Default | Description | +|----------|---------|-------------| +| `FORGE_OBSERVABILITY_WORKER_LOG_LEVEL` | `INFO` | Log level | + +### Langfuse *(disabled if credentials absent)* + +| Variable | Default | Description | +|----------|---------|-------------| +| `LANGFUSE_HOST` | `localhost` | Hostname | +| `LANGFUSE_PORT` | `3000` | Port | +| `LANGFUSE_PUBLIC_KEY` | `` | Public API key | +| `LANGFUSE_SECRET_KEY` | `` | Secret API key | +| `LANGFUSE_INTERVAL_SECONDS` | `60` | Pipeline polling interval | + +### Prometheus + +| Variable | Default | Description | +|----------|---------|-------------| +| `PROMETHEUS_HOST` | `localhost` | Hostname | +| `PROMETHEUS_PORT` | `9090` | Port | +| `PROMETHEUS_INTERVAL_SECONDS` | `300` | Pipeline polling interval | + +### GitHub *(disabled if token absent)* + +| Variable | Default | Description | +|----------|---------|-------------| +| `GITHUB_TOKEN` | `` | Personal access token | +| `GITHUB_KNOWN_REPOS` | `` | Comma-separated `owner/repo` list | +| `GITHUB_INTERVAL_SECONDS` | `600` | Pipeline polling interval | + +### JIRA *(disabled if credentials absent)* + +| Variable | Default | Description | +|----------|---------|-------------| +| `JIRA_BASE_URL` | `` | Instance URL, e.g. `https://your-org.atlassian.net` | +| `JIRA_USER_EMAIL` | `` | API user email | +| `JIRA_API_TOKEN` | `` | API token | +| `JIRA_INTERVAL_SECONDS` | `600` | Pipeline polling interval | + + +> When running inside containers, use `host.containers.internal` instead of `localhost` to reach services on the host machine. + +## Running with containers + +```bash +# External Datastore (run first) +podman compose -f devtools/compose.clickhouse.yml up -d + +# API + worker +podman compose -f devtools/compose.dev.yml up -d + +# Tail logs +podman compose -f devtools/compose.dev.yml logs -f +``` + +The API is available at `http://localhost:8010`. dlt pipeline state is persisted in a named volume (`pipeline_state`) mounted at `/home/forge/.dlt`. + +Tear down external datastore: + +```bash +podman compose -f devtools/compose.clickhouse.yml down -v +``` + +## CLI reference + +Usage: `forge [-v] observability [options]` + +`-v / --verbose` enables DEBUG-level logging. + +### `serve` + +Start the FastAPI HTTP server. + +``` +forge observability serve [--host HOST] [--port PORT] [--reload] +``` + +| Flag | Default | Description | +|------|---------|-------------| +| `--host` | `0.0.0.0` | Bind address | +| `--port` | `8010` | Listening port | +| `--reload` | off | Auto-reload on code changes (dev only) | + +### `worker` + +Run all configured dlt pipelines, then rebuild silver/gold views with dbt. + +``` +forge observability worker [--once] +``` + +| Flag | Default | Description | +|------|---------|-------------| +| `--once` | off | Run each pipeline once then exit (useful for backfill) | + +Without `--once`, pipelines loop on their configured `*_INTERVAL_SECONDS` and dbt rebuilds silver views after each pipeline round completes. + +## API reference + +Base URL: `http://localhost:8010` (or `$FORGE_OBSERVABILITY_API_PORT`) + +### Health + +| Method | Path | Description | +|--------|------|-------------| +| `GET` | `/health` | Liveness check; verifies datastore connectivity | + +### Bronze — raw drill-down + +| Method | Path | Query params | Description | +|--------|------|--------------|-------------| +| `GET` | `/traces` | `ticket_key`, `limit` (1–500, default 50) | Recent LLM traces from `bronze___llm_traces` | +| `GET` | `/traces/summary` | `days` (1–90, default 7) | Avg latency and cost per trace name | +| `GET` | `/ci-checks` | `repo` (`owner/repo`), `conclusion` (`success`/`failure`), `limit` (1–1000, default 100) | Recent CI check runs | + +### Silver — cross-source joins + +| Method | Path | Query params | Description | +|--------|------|--------------|-------------| +| `GET` | `/tickets/{ticket_key}/summary` | — | Full ticket summary: LLM cost + PR metrics + interactions | +| `GET` | `/insights/workflows` | `ticket_type`, `status`, `min_llm_cost`, `limit` (1–500, default 50) | All tickets sorted by LLM cost | +| `GET` | `/insights/stage-performance` | — | Per-stage LLM cost, avg latency, and approval rate | +| `GET` | `/insights/prs` | `merged_only` (bool, default false), `limit` (1–500, default 50) | PR metrics correlated with LLM cost | +| `GET` | `/insights/cost-by-model` | `days` (1–90, default 30) | LLM cost and trace volume grouped by trace name | + +Errors: `503` on datastore failure, `404` when no data is found for single-row endpoints. + +## Data sources + +| Source | Bronze tables | Always enabled? | +|--------|--------------|-----------------| +| **Langfuse** | `llm_traces` | No — requires `LANGFUSE_PUBLIC_KEY` + `LANGFUSE_SECRET_KEY` | +| **GitHub** | `pull_requests`, `ci_checks` | No — requires `GITHUB_TOKEN` | +| **JIRA** | `jira_tickets`, `human_interactions` | No — requires `JIRA_BASE_URL` + `JIRA_USER_EMAIL` + `JIRA_API_TOKEN` | +| **Prometheus** | `app_metrics` | Yes | + +The JIRA pipeline only ingests tickets labelled `forge:managed`. Silver/gold views built by dbt automatically adapt to whichever sources are available — joins for missing sources are omitted until those bronze tables exist. + +## Development + +```bash +# Run tests +uv run pytest +uv run pytest tests/test_api.py # single file +uv run pytest -k "test_health" # single test by name + +# Lint and format +uv run ruff check src/ tests/ +uv run ruff format src/ tests/ +``` + +Tests use a mocked `Repository` and FastAPI's `TestClient` — no live datastore needed. diff --git a/containers/forge-observability-api/Containerfile b/containers/forge-observability-api/Containerfile new file mode 100644 index 0000000..c8f4142 --- /dev/null +++ b/containers/forge-observability-api/Containerfile @@ -0,0 +1,56 @@ +# forge-observability-api +# +# Standalone FastAPI service that exposes observability endpoints. +# +# Start external datastore first: +# e.g., ClickHouse +# podman compose -f devtools/compose.clickhouse.yml up -d +# +# Build (from repo root): +# podman build -t forge-observability-api:latest \ +# -f containers/forge-observability-api/Containerfile . +# +# Run: +# podman run --env-file .env --rm -d -p 8010:8010 --name forge-observability-api \ +# forge-observability-api:latest +# +# Default container port: 8010 (override with OBSERVABILITY_API_PORT env var) + +FROM python:3.13-slim + +LABEL org.opencontainers.image.title="Forge Observability API" +LABEL org.opencontainers.image.description="HTTP API for Forge Observability" + +# Only for setting container metadata +ARG PORT=8010 + +# curl — healthcheck +RUN apt-get update \ + && apt-get install -y --no-install-recommends curl \ + && rm -rf /var/lib/apt/lists/* + +COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv + +WORKDIR /app + +# ── Dependency layer (cached until pyproject.toml / uv.lock change) ──────── +COPY pyproject.toml uv.lock ./ +RUN touch README.md && uv sync --frozen --no-dev --no-install-project + +# ── Application code ────────────────────────────────────────────────────── +COPY src/ ./src/ +RUN uv sync --frozen --no-dev + +ENV PATH="/app/.venv/bin:$PATH" + +RUN useradd --create-home --shell /bin/bash --uid 1001 forge \ + && chown -R forge:forge /app + +USER forge + +EXPOSE ${PORT} + +HEALTHCHECK --interval=15s --timeout=5s --start-period=10s --retries=3 \ + CMD curl -sf http://localhost:8010/health || exit 1 + +CMD ["forge", "observability", "serve", "--host", "0.0.0.0"] diff --git a/containers/forge-observability-worker/Containerfile b/containers/forge-observability-worker/Containerfile new file mode 100644 index 0000000..6256208 --- /dev/null +++ b/containers/forge-observability-worker/Containerfile @@ -0,0 +1,64 @@ +# forge-observability-worker +# +# Long-running background worker that executes dlt pipelines on a schedule, +# pulling data from Langfuse, Prometheus, GitHub, and JIRA into ClickHouse. +# +# Start external datastore first: +# e.g., ClickHouse +# podman compose -f devtools/compose.clickhouse.yml up -d +# +# Build (from repo root): +# podman build -t forge-observability-worker:latest \ +# -f containers/forge-observability-worker/Containerfile . +# +# Run (continuous): +# podman volume create forge_observability_worker_state +# +# podman run --env-file .env --rm -d --name forge-observability-worker \ +# -v forge_observability_worker_state:/home/forge/.dlt \ +# forge-observability-worker:latest +# +# Run once (backfill): +# podman run --env-file .env --rm -d --name forge-observability-worker \ +# -v forge_observability_worker_state:/home/forge/.dlt \ +# forge-observability-worker:latest \ +# forge observability worker --once +# +# Pipeline intervals (env vars): +# LANGFUSE_INTERVAL_SECONDS (default: 60 — LLM traces) +# PROMETHEUS_INTERVAL_SECONDS (default: 300 — app metrics) +# GITHUB_INTERVAL_SECONDS (default: 600 — PRs / CI) +# JIRA_INTERVAL_SECONDS (default: 600 — tickets) + +FROM python:3.13-slim + +LABEL org.opencontainers.image.title="Forge Observability Worker" +LABEL org.opencontainers.image.description="Worker running dlt pipelines against Langfuse, Prometheus, GitHub, and JIRA" + +# git is strongly recommended for for tracking changes to data pipelines +RUN apt-get update \ + && apt-get install -y --no-install-recommends git \ + && rm -rf /var/lib/apt/lists/* + +COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv + +WORKDIR /app + +# ── Dependency layer (cached until pyproject.toml / uv.lock change) ──────── +COPY pyproject.toml uv.lock ./ +RUN touch README.md && uv sync --frozen --no-dev --no-install-project + +# ── Application code ────────────────────────────────────────────────────── +COPY src/ ./src/ +RUN uv sync --frozen --no-dev + +ENV PATH="/app/.venv/bin:$PATH" + +# dlt stores pipeline state under ~/.dlt; mount a volume here for persistence +# across restarts: -v pipeline-state:/home/forge/.dlt +RUN useradd --create-home --shell /bin/bash --uid 1001 forge \ + && chown -R forge:forge /app + +USER forge + +CMD ["forge", "observability", "worker"] diff --git a/devtools/compose.clickhouse.yml b/devtools/compose.clickhouse.yml new file mode 100644 index 0000000..d528ea7 --- /dev/null +++ b/devtools/compose.clickhouse.yml @@ -0,0 +1,47 @@ +# Datastore — ephemeral ClickHouse for local development +# +# Usage: +# podman compose -f devtools/compose.clickhouse.yml up -d +# +# SQL shell: +# podman compose -f devtools/compose.clickhouse.yml exec clickhouse \ +# clickhouse-client --user forge --password forge +# +# HTTP interface: http://localhost:8123 +# Native port: localhost:9000 +# +# Tear down (wipes all data): +# podman compose -f devtools/compose.clickhouse.yml down -v +name: external-datastore + +services: + clickhouse: + image: clickhouse/clickhouse-server:latest + container_name: clickhouse + ports: + - "8123:8123" # HTTP interface + - "9000:9000" # Native protocol + environment: + CLICKHOUSE_DB: default + CLICKHOUSE_USER: forge + CLICKHOUSE_PASSWORD: forge + CLICKHOUSE_DEFAULT_ACCESS_MANAGEMENT: 1 + volumes: + - clickhouse_data:/var/lib/clickhouse + healthcheck: + test: + - "CMD-SHELL" + - "clickhouse-client --user forge --password forge --query 'SELECT 1'" + interval: 10s + timeout: 5s + retries: 5 + networks: + - external_datastore + +volumes: + clickhouse_data: + name: forge_observability_clickhouse_data + +networks: + external_datastore: + name: forge_observability_external_datastore \ No newline at end of file diff --git a/devtools/compose.dev.yml b/devtools/compose.dev.yml new file mode 100644 index 0000000..3b48d6f --- /dev/null +++ b/devtools/compose.dev.yml @@ -0,0 +1,102 @@ +# Forge Observability Stack — API + Pipeline Runner +# +# Start external datastore first: +# e.g., ClickHouse +# podman compose -f devtools/compose.clickhouse.yml up -d +# +# Then start the observability stack: +# podman compose --env-file .env -f devtools/compose.dev.yml up -d +# +# Logs: +# podman compose --env-file .env -f devtools/compose.dev.yml logs -f +name: forge-observability + +services: + + # ── forge-observability-api ──────────────────────────────────────────── + # HTTP service that exposes observability endpoints. + forge-observability-api: + image: localhost/forge-observability-api:latest + build: + context: .. + dockerfile: containers/forge-observability-api/Containerfile + restart: unless-stopped + ports: + - "8010:8010" + environment: + # ── External Datastore ────────────────────────────────────────────── + # When running with compose.clickhouse.yml + CLICKHOUSE_HOST: ${CLICKHOUSE_HOST:-host.containers.internal} + CLICKHOUSE_PORT: ${CLICKHOUSE_PORT:-9000} + CLICKHOUSE_HTTP_PORT: ${CLICKHOUSE_HTTP_PORT:-8123} + CLICKHOUSE_DATABASE: ${CLICKHOUSE_DATABASE:-default} + CLICKHOUSE_USER: ${CLICKHOUSE_USER:-forge} + CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-forge} + + FORGE_OBSERVABILITY_API_LOG_LEVEL: ${FORGE_OBSERVABILITY_API_LOG_LEVEL:-INFO} + healthcheck: + test: ["CMD-SHELL", "curl -sf http://localhost:8010/health || exit 1"] + interval: 15s + timeout: 5s + start_period: 10s + retries: 3 + networks: + - forge_observability + + # ── forge-observability-worker ───────────────────────────────────────────── + # Background worker that runs all dlt pipelines using their configured intervals. + # Pipeline intervals are controlled via environment variables. + forge-observability-worker: + image: localhost/forge-observability-worker:latest + build: + context: .. + dockerfile: containers/forge-observability-worker/Containerfile + restart: unless-stopped + environment: + # ── ClickHouse ───────────────────────────────────────────────────── + CLICKHOUSE_HOST: ${CLICKHOUSE_HOST:-host.containers.internal} + CLICKHOUSE_PORT: ${CLICKHOUSE_PORT:-9000} + CLICKHOUSE_HTTP_PORT: ${CLICKHOUSE_HTTP_PORT:-8123} + CLICKHOUSE_DATABASE: ${CLICKHOUSE_DATABASE:-default} + CLICKHOUSE_USER: ${CLICKHOUSE_USER:-forge} + CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-forge} + + # ── Langfuse ─────────────────────────────────────────────────────── + LANGFUSE_HOST: ${LANGFUSE_HOST:-host.containers.internal} + LANGFUSE_PORT: ${LANGFUSE_PORT:-3000} + LANGFUSE_PUBLIC_KEY: ${LANGFUSE_PUBLIC_KEY:-} + LANGFUSE_SECRET_KEY: ${LANGFUSE_SECRET_KEY:-} + + # ── Prometheus ───────────────────────────────────────────────────── + PROMETHEUS_HOST: ${PROMETHEUS_HOST:-host.containers.internal} + PROMETHEUS_PORT: ${PROMETHEUS_PORT:-9092} + + # ── GitHub ───────────────────────────────────────────────────────── + GITHUB_TOKEN: ${GITHUB_TOKEN:-} + GITHUB_KNOWN_REPOS: ${GITHUB_KNOWN_REPOS:-} + + # ── JIRA ─────────────────────────────────────────────────────────── + JIRA_BASE_URL: ${JIRA_BASE_URL:-} + JIRA_USER_EMAIL: ${JIRA_USER_EMAIL:-} + JIRA_API_TOKEN: ${JIRA_API_TOKEN:-} + + # ── Pipeline intervals ──────────────────────────── + LANGFUSE_INTERVAL_SECONDS: ${LANGFUSE_INTERVAL_SECONDS:-60} + PROMETHEUS_INTERVAL_SECONDS: ${PROMETHEUS_INTERVAL_SECONDS:-300} + GITHUB_INTERVAL_SECONDS: ${GITHUB_INTERVAL_SECONDS:-600} + JIRA_INTERVAL_SECONDS: ${JIRA_INTERVAL_SECONDS:-600} + + FORGE_OBSERVABILITY_WORKER_LOG_LEVEL: ${FORGE_OBSERVABILITY_WORKER_LOG_LEVEL:-INFO} + volumes: + # Persist dlt pipeline state across container restarts + - worker_state:/home/forge/.dlt + networks: + - forge_observability + +volumes: + worker_state: + name: forge_observability_worker_state + +networks: + forge_observability: + name: forge_observability diff --git a/docs/analytics-architecture.md b/docs/analytics-architecture.md new file mode 100644 index 0000000..7118717 --- /dev/null +++ b/docs/analytics-architecture.md @@ -0,0 +1,108 @@ +# Forge Analytics Architecture + +## Executive Summary + +This document describes the analytics subsystem for forge-observability. It uses +[dlt (data load tool)](https://dlthub.com/docs/intro) to extract data from Langfuse, +Prometheus, GitHub, and JIRA, load it into an external datastore, transform it using [dbt (data build tool)](https://www.getdbt.com/blog/what-exactly-is-dbt)and expose it through a +FastAPI Analytics API. + +Data is organized using a **Medallion Architecture**: + +- **Bronze** — raw, per-source, denormalized tables loaded by dlt +- **Staging** — thin dbt views that select and rename bronze columns (no joins) +- **Silver** — cross-source joins built by dbt as datastore views +- **Gold** — pre-aggregated KPIs (not yet implemented) + +Source systems remain the source of truth. The external datastore holds denormalized, +query-ready copies. + +## Design Principles + +1. **dlt as the ingestion backbone** — extraction, schema evolution, incremental + loading, and datasource destination management are all handled by dlt +2. **dbt as the transformation layer** — silver/gold views are SQL models in a dbt + project, rebuilt on a schedule by the worker process +3. **Graceful source degradation** — silver dbt models use `is_source_available()` + to omit joins for bronze tables that haven't been loaded yet +4. **Source systems stay authoritative** — Langfuse, Prometheus, GitHub, JIRA + are never replaced + +## Architecture Overview + +``` +┌───────────────────────────────────────────────────────────────────┐ +│ Data Sources (Source of Truth) │ +├────────────────┬────────────────┬────────────────┬────────────────┤ +│ Langfuse │ Prometheus │ GitHub API │ JIRA API │ +│ (LLM traces) │ (app metrics) │ (PRs, CI) │ (tickets) │ +└───────┬────────┴───────┬────────┴───────┬────────┴───────┬────────┘ + │ │ │ │ + │ │ dlt pipelines │ │ + ▼ ▼ ▼ ▼ +┌──────────────────────────────────────────────────────────────────┐ +│ CONTAINER: forge-observability-worker │ +│ │ +│ dlt bronze pipelines (run concurrently via asyncio): │ +│ langfuse_pipeline ──▶ bronze___llm_traces │ +│ prometheus_pipeline ──▶ bronze___app_metrics │ +│ github_pipeline ──▶ bronze___pull_requests │ +│ bronze___ci_checks │ +│ jira_pipeline ──▶ bronze___jira_tickets │ +│ bronze___human_interactions │ +│ │ +│ dbt (fires after each pipeline round via dlt.dbt.package): │ +│ staging models ──▶ stg_llm_traces, stg_jira_tickets, … │ +│ silver models ──▶ silver___ticket_full_view │ +│ silver___ticket_llm_summary │ +│ silver___pr_with_llm_cost │ +│ silver___stage_performance │ +│ │ +│ dlt manages: cursors, schema evolution, destination config │ +│ dbt manages: silver/gold view definitions, source availability │ +└──────────────────────────────┬───────────────────────────────────┘ + │ + ▼ +┌──────────────────────────────────────────────────────────────────┐ +│ External Analytical Datastore (e.g, ClickHouse) │ +│ │ +│ bronze___* Raw per-source tables (loaded by dlt) │ +│ silver___* Cross-source views (built by dbt) │ +│ gold___* Pre-aggregated KPIs (built by dbt) │ +│ │ +│ Table naming: triple-underscore encodes logical schema prefix. │ +│ All tables live in one external datastore; no schema objects. │ +└──────────────────────────────┬───────────────────────────────────┘ + │ + ▼ +┌──────────────────────────────────────────────────────────────────┐ +│ CONTAINER: forge-observability-api (:8010) │ +│ │ +│ FastAPI — routes query datastore directly via SQLAlchemy │ +│ Repository layer — SQLAlchemy Core, backend-agnostic reads │ +│ │ +│ Aggregation queries → silver___* views │ +│ Drill-down queries → bronze___* tables │ +└──────────────────────────────────────────────────────────────────┘ +``` + +**Container Breakdown:** + +| Container | Replicas | Responsibility | +|-----------|----------|----------------| +| **forge-observability-worker** | 1 | Runs dlt pipelines. (1-N copies as dev goal)| +| **forge-observability-api** | 1-N | Serves HTTP API. Queries silver for aggregations, bronze for drill-downs. | + +### Monitoring + +- dlt exposes pipeline metrics (rows loaded, duration, errors) scrapeable by Prometheus +- The worker logs pipeline and dbt run results at INFO level + +## Architecture Decisions + +| Decision | Choice | Rationale | +|----------|--------|-----------| +| **ELT** | dlt + dbt | Handles extraction, schema evolution, incremental loading, datastore destination | +| **Repository** | SQLAlchemy Core | Backend-agnostic read path; mockable in tests | +| **API** | Direct repository queries, no service layer | Queries are simple enough that a service layer adds no value | +| **Source degradation** | `is_source_available()` dbt macro | Silver/Gold views work with any subset of sources present | diff --git a/proposals/README.md b/proposals/README.md new file mode 100644 index 0000000..b92d043 --- /dev/null +++ b/proposals/README.md @@ -0,0 +1,24 @@ +# Feature Proposals + +This directory contains proposals for new Forge Observability features and enhancements. + +## Creating a Proposal + +1. Copy `TEMPLATE.md` to a new file: `NNN-feature-name.md` (e.g., `001-add-duckdb-support.md`) +2. Fill in all sections +3. Submit a PR for review + +## Proposal Lifecycle + +| Status | Description | +|--------|-------------| +| **Draft** | Initial idea, not yet ready for review | +| **Under Review** | Open for feedback and discussion | +| **Accepted** | Approved for implementation | +| **Rejected** | Not moving forward (with rationale) | +| **Implemented** | Feature has been built and merged | + +## Index + +| # | Title | Status | Author | +|---|-------|--------|--------| diff --git a/proposals/TEMPLATE.md b/proposals/TEMPLATE.md new file mode 100644 index 0000000..8f72b47 --- /dev/null +++ b/proposals/TEMPLATE.md @@ -0,0 +1,76 @@ +# Proposal: [Feature Name] + +**Author:** [Name] +**Date:** YYYY-MM-DD +**Status:** Draft | Under Review | Accepted | Rejected | Implemented + +## Summary + +One paragraph describing what this feature does and why it matters. + +## Motivation + +### Problem Statement + +What problem does this solve? Who experiences this problem? + +### Current Workarounds + +How do users currently handle this? What are the limitations? + +## Proposal + +### Overview + +High-level description of the proposed solution. + +### Detailed Design + +Technical details of the implementation: + +- Key components/modules affected +- New APIs or interfaces +- Data flow and state changes + +### User Experience + +How will users interact with this feature? + +``` +# Example usage or workflow +``` + +## Alternatives Considered + +| Alternative | Pros | Cons | Why Not | +|-------------|------|------|---------| +| Option A | ... | ... | ... | +| Option B | ... | ... | ... | + +## Implementation Plan + +### Phases + +1. **Phase 1:** [Description] - [Estimated effort] +2. **Phase 2:** [Description] - [Estimated effort] + +### Dependencies + +- [ ] Dependency 1 +- [ ] Dependency 2 + +### Risks + +| Risk | Likelihood | Impact | Mitigation | +|------|------------|--------|------------| +| ... | High/Med/Low | High/Med/Low | ... | + +## Open Questions + +- [ ] Question 1? +- [ ] Question 2? + +## References + +- [Link to related issue/discussion] +- [Link to relevant documentation] diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..65b4c87 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,53 @@ +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[project] +name = "forge-observability" +version = "0.1.0" +description = "Analytics and observability plugin for Forge SDLC Orchestrator" +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + # Analytics API + "fastapi>=0.115.0", + "uvicorn[standard]>=0.32.0", + "httpx>=0.27.0", + # ClickHouse + "clickhouse-connect>=0.8.0", + "dlt[clickhouse]>=1.4.0", + # Source integrations + "langfuse>=2.50.0", + # Database abstraction + "sqlalchemy>=2.0.0", + # dbt for silver/gold layer transformations + "dbt-clickhouse>=1.8.0", + # Config + "pydantic>=2.9.0", + "pydantic-settings>=2.6.0", + "python-dotenv>=1.0.0", +] + +[project.scripts] +forge = "forge.observability.cli:main" + +[project.optional-dependencies] +dev = [ + "pytest>=8.3.0", + "pytest-asyncio>=0.24.0", + "ruff>=0.8.0", +] + +[tool.hatch.build.targets.wheel] +packages = ["src/forge"] + +[tool.pytest.ini_options] +asyncio_mode = "auto" + +[tool.ruff] +target-version = "py311" +line-length = 100 + +[tool.ruff.lint] +select = ["E", "F", "I", "UP", "B", "SIM", "ARG"] +ignore = ["E501"] diff --git a/src/forge/__init__.py b/src/forge/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/__init__.py b/src/forge/observability/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/api/__init__.py b/src/forge/observability/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/api/app.py b/src/forge/observability/api/app.py new file mode 100644 index 0000000..053bb6c --- /dev/null +++ b/src/forge/observability/api/app.py @@ -0,0 +1,234 @@ +"""forge-observability-api — standalone FastAPI application.""" + +import logging +from collections.abc import Generator +from datetime import UTC, datetime, timedelta +from typing import Annotated + +from fastapi import Depends, FastAPI, HTTPException, Query +from sqlalchemy import column, func, literal_column, select, text +from sqlalchemy.sql import Executable +from sqlalchemy.sql.expression import table as sa_table + +from forge.observability.repository.repository import Repository, get_repository + +logger = logging.getLogger(__name__) + +app = FastAPI( + title="Forge Observability API", + description="Observability API for Forge SDLC Orchestrator", + version="0.1.0", +) + +# TODO: Design authz layer and implement middleware + +# ── Table / view references ───────────────────────────────────────────────── + +_llm_traces = sa_table("bronze___llm_traces") +_ci_checks = sa_table("bronze___ci_checks") +_ticket_full_view = sa_table("silver___ticket_full_view") +_pr_with_llm_cost = sa_table("silver___pr_with_llm_cost") +_stage_performance = sa_table("silver___stage_performance") + +# ── Dependency ───────────────────────────────────────────────────────────── + + +def _get_repo() -> Generator[Repository, None, None]: + yield get_repository() + + +Repo = Annotated[Repository, Depends(_get_repo)] + + +# ── Utilities ────────────────────────────────────────────────────────────── + + +def _rows(repo: Repository, stmt: Executable) -> list[dict]: + try: + return repo.query(stmt) + except Exception as exc: + logger.exception("Database query failed") + raise HTTPException(status_code=503, detail=str(exc)) from exc + + +def _row(repo: Repository, stmt: Executable) -> dict: + try: + result = repo.query_one(stmt) + except Exception as exc: + logger.exception("Database query failed") + raise HTTPException(status_code=503, detail=str(exc)) from exc + if result is None: + raise HTTPException(status_code=404, detail="No data found") + return result + + +# ── Health ───────────────────────────────────────────────────────────────── + + +@app.get("/health", tags=["ops"]) +def health(repo: Repo) -> dict: + """Liveness check — also verifies database connectivity.""" + try: + repo.query_one(text("SELECT 1")) + return {"status": "ok", "store": "sqlalchemy"} + except Exception as exc: + raise HTTPException(status_code=503, detail=str(exc)) from exc + + +# ── Bronze — raw drill-down endpoints ────────────────────────────────────── + + +@app.get("/traces", tags=["bronze"]) +def get_traces( + repo: Repo, + ticket_key: str | None = Query(None, description="Filter by JIRA ticket key"), + limit: int = Query(50, ge=1, le=500), +) -> list[dict]: + """Recent LLM traces. Use ?ticket_key=FOR-123 to drill down to one ticket.""" + stmt = ( + select(literal_column("*")) + .select_from(_llm_traces) + .order_by(column("timestamp").desc()) + .limit(limit) + ) + if ticket_key: + stmt = stmt.where(column("ticket_key") == ticket_key) + return _rows(repo, stmt) + + +@app.get("/traces/summary", tags=["bronze"]) +def get_traces_summary(repo: Repo, days: int = Query(7, ge=1, le=90)) -> list[dict]: + """Aggregate latency and cost per trace name over the last N days.""" + cutoff = datetime.now(UTC) - timedelta(days=days) + stmt = ( + select( + column("name"), + func.count().label("trace_count"), + func.round(func.avg(column("latency_ms")), 0).label("avg_latency_ms"), + func.round(func.sum(column("total_cost")), 4).label("total_cost"), + ) + .select_from(_llm_traces) + .where(column("timestamp") >= cutoff) + .group_by(column("name")) + .order_by(func.count().desc()) + ) + return _rows(repo, stmt) + + +@app.get("/ci-checks", tags=["bronze"]) +def get_ci_checks( + repo: Repo, + repo_name: str | None = Query( + None, alias="repo", description="Filter by GitHub repo (owner/repo)" + ), + conclusion: str | None = Query(None, description="Filter by conclusion (success/failure)"), + limit: int = Query(100, ge=1, le=1000), +) -> list[dict]: + """Recent CI check runs from bronze___ci_checks.""" + stmt = ( + select(literal_column("*")) + .select_from(_ci_checks) + .order_by(column("completed_at").desc()) + .limit(limit) + ) + if repo_name: + stmt = stmt.where(column("repo") == repo_name) + if conclusion: + stmt = stmt.where(column("conclusion") == conclusion) + return _rows(repo, stmt) + + +# ── Silver — cross-source aggregated endpoints ───────────────────────────── + + +@app.get("/tickets/{ticket_key}/summary", tags=["silver"]) +def get_ticket_summary(repo: Repo, ticket_key: str) -> dict: + """Cross-source ticket summary: LLM cost + PR metrics + human interactions. + + Queries silver___ticket_full_view which joins all four bronze tables. + """ + stmt = ( + select(literal_column("*")) + .select_from(_ticket_full_view) + .where(column("ticket_key") == ticket_key) + ) + return _row(repo, stmt) + + +@app.get("/insights/workflows", tags=["silver"]) +def get_workflow_insights( + repo: Repo, + ticket_type: str | None = Query(None, description="Feature, Bug, Story, etc."), + status: str | None = Query(None, description="Ticket status filter"), + min_llm_cost: float | None = Query(None, description="Minimum LLM cost filter"), + limit: int = Query(50, ge=1, le=500), +) -> list[dict]: + """All tickets from silver___ticket_full_view with optional filters. + + Sorted by LLM cost descending so the most expensive tickets appear first. + """ + stmt = ( + select(literal_column("*")) + .select_from(_ticket_full_view) + .order_by(column("llm_total_cost").desc()) + .limit(limit) + ) + if ticket_type: + stmt = stmt.where(column("ticket_type") == ticket_type) + if status: + stmt = stmt.where(column("ticket_status") == status) + if min_llm_cost is not None: + stmt = stmt.where(column("llm_total_cost") >= min_llm_cost) + return _rows(repo, stmt) + + +@app.get("/insights/stage-performance", tags=["silver"]) +def get_stage_performance(repo: Repo) -> list[dict]: + """Per-stage LLM cost, avg latency, and approval rate. + + Queries silver___stage_performance which joins llm_traces with + human_interactions by workflow stage. + """ + stmt = ( + select(literal_column("*")) + .select_from(_stage_performance) + .order_by(column("trace_count").desc()) + ) + return _rows(repo, stmt) + + +@app.get("/insights/prs", tags=["silver"]) +def get_pr_insights( + repo: Repo, + merged_only: bool = Query(False, description="Only return merged PRs"), + limit: int = Query(50, ge=1, le=500), +) -> list[dict]: + """PR metrics with correlated LLM cost from silver___pr_with_llm_cost.""" + stmt = ( + select(literal_column("*")) + .select_from(_pr_with_llm_cost) + .order_by(column("created_at").desc()) + .limit(limit) + ) + if merged_only: + stmt = stmt.where(column("merged") == True) # noqa: E712 + return _rows(repo, stmt) + + +@app.get("/insights/cost-by-model", tags=["silver"]) +def get_cost_by_model(repo: Repo, days: int = Query(30, ge=1, le=90)) -> list[dict]: + """LLM cost and trace volume grouped by trace name over the last N days.""" + cutoff = datetime.now(UTC) - timedelta(days=days) + stmt = ( + select( + column("name").label("trace_name"), + func.count().label("trace_count"), + func.round(func.sum(column("total_cost")), 4).label("total_cost"), + func.round(func.avg(column("latency_ms")) / 1000, 2).label("avg_latency_sec"), + ) + .select_from(_llm_traces) + .where(column("timestamp") >= cutoff) + .group_by(column("name")) + .order_by(literal_column("total_cost").desc()) + ) + return _rows(repo, stmt) diff --git a/src/forge/observability/cli.py b/src/forge/observability/cli.py new file mode 100644 index 0000000..324e64f --- /dev/null +++ b/src/forge/observability/cli.py @@ -0,0 +1,90 @@ +"""CLI entry point for the Forge Observability plugin.""" + +import argparse +import asyncio +import logging +import sys + + +def _add_observability_subcommands(parser: argparse.ArgumentParser) -> None: + subparsers = parser.add_subparsers(dest="command") + + worker_parser = subparsers.add_parser( + "worker", + help="Run Forge observability dlt pipelines", + ) + worker_parser.add_argument( + "--once", + action="store_true", + help="Run each pipeline once and exit (useful for backfill)", + ) + serve_parser = subparsers.add_parser( + "serve", + help="Start the forge observability API server", + ) + serve_parser.add_argument("--port", type=int) + serve_parser.add_argument("--host", type=str) + serve_parser.add_argument("--reload", action="store_true") + + +def _dispatch(args: argparse.Namespace) -> int: + command = getattr(args, "command", None) + + if command == "worker": + from forge.observability.pipelines.worker import _run_pipelines + + asyncio.run(_run_pipelines(once=args.once)) + return 0 + + if command == "serve": + import uvicorn + + from forge.observability.config import get_settings + + s = get_settings() + port = args.port if args.port is not None else s.forge_observability_api_port + log_level = "debug" if args.verbose else s.forge_observability_api_log_level.lower() + uvicorn.run( + "forge.observability.api.app:app", + host=args.host, + port=port, + reload=args.reload, + log_level=log_level, + ) + return 0 + + return None # caller should print help + + +def main() -> int: + """Entry point for: forge observability """ + parser = argparse.ArgumentParser( + prog="forge", + description="Forge SDLC Orchestrator", + ) + parser.add_argument("-v", "--verbose", action="store_true") + plugins = parser.add_subparsers(dest="plugin") + + obs_parser = plugins.add_parser("observability", help="Forge Observability plugin") + _add_observability_subcommands(obs_parser) + + args = parser.parse_args() + + logging.basicConfig( + level=logging.DEBUG if args.verbose else logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + ) + + if getattr(args, "plugin", None) != "observability": + parser.print_help() + return 0 + + result = _dispatch(args) + if result is None: + obs_parser.print_help() + return 0 + return result + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/src/forge/observability/config.py b/src/forge/observability/config.py new file mode 100644 index 0000000..e19aa03 --- /dev/null +++ b/src/forge/observability/config.py @@ -0,0 +1,128 @@ +"""Standalone configuration for forge-observability. + +All settings are read from environment variables (or a .env file). +No dependency on the forge package. +""" + +from functools import lru_cache + +from pydantic import Field, SecretStr +from pydantic_settings import BaseSettings, SettingsConfigDict + +# TODO: Add fine-grained metrics configurations: + + +class Settings(BaseSettings): + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + case_sensitive=False, + extra="ignore", + ) + + # ── ClickHouse analytical store ─────────────────────────────────────── + clickhouse_host: str = Field(default="localhost") + clickhouse_port: int = Field(default=9000, description="Native protocol port") + clickhouse_http_port: int = Field(default=8123, description="HTTP interface port") + clickhouse_database: str = Field(default="default") + clickhouse_user: str = Field(default="forge") + clickhouse_password: SecretStr = Field(default=SecretStr("forge")) + + # ── Forge Observability API ─────────────────────────────────────────── + forge_observability_api_port: int = Field(default=8010) + forge_observability_api_log_level: str = Field(default="INFO") + + # ── Forge Observability Worker ──────────────────────────────────────── + forge_observability_worker_log_level: str = Field(default="INFO") + + # ── Langfuse ────────────────────────────────────────────────────────── + langfuse_host: str = Field(default="localhost") + langfuse_port: int = Field(default=3000) + langfuse_public_key: str = Field(default="") + langfuse_secret_key: SecretStr = Field(default=SecretStr("")) + + # ── Prometheus ──────────────────────────────────────────────────────── + # TODO: Prometheus Auth + prometheus_host: str = Field(default="localhost") + prometheus_port: int = Field(default=9090) + + # ── GitHub ──────────────────────────────────────────────────────────── + github_token: SecretStr = Field(default=SecretStr("")) + # Comma-separated list of owner/repo strings, e.g. "myorg/myrepo,myorg/other" + github_known_repos: str = Field(default="") + + # ── JIRA ────────────────────────────────────────────────────────────── + jira_base_url: str = Field(default="") + jira_user_email: str = Field(default="") + jira_api_token: SecretStr = Field(default=SecretStr("")) + + # ── Pipeline intervals ──────────────────────────────────────────────── + langfuse_interval_seconds: int = Field( + default=60, description="How often dlt loads bronze LLM observability tables" + ) + prometheus_interval_seconds: int = Field( + default=300, description="How often dlt loads bronze prometheus tables" + ) + github_interval_seconds: int = Field( + default=600, description="How often dlt loads bronze GitHub tables" + ) + jira_interval_seconds: int = Field( + default=600, description="How often dlt loads bronze jira tables" + ) + dbt_interval_seconds: int = Field( + default=300, description="How often dbt rebuilds silver and gold views" + ) + + # ── Computed helpers ────────────────────────────────────────────────── + + @property + def langfuse_url(self) -> str: + """Full Langfuse base URL.""" + # TODO: TLS Support + return f"http://{self.langfuse_host}:{self.langfuse_port}" + + @property + def prometheus_url(self) -> str: + """Full Prometheus base URL.""" + # TODO: TLS Support + return f"http://{self.prometheus_host}:{self.prometheus_port}" + + @property + def datastore_dsn(self) -> str: + """External datastore native DSN for dlt destination.""" + # TODO: Support Multiple Backends + pw = self.clickhouse_password.get_secret_value() + return ( + f"clickhousedb://{self.clickhouse_user}:{pw}" + f"@{self.clickhouse_host}:{self.clickhouse_http_port}" + f"/{self.clickhouse_database}" + ) + + @property + def langfuse_enabled(self) -> bool: + return bool(self.langfuse_public_key and self.langfuse_secret_key.get_secret_value()) + + @property + def prometheus_enabled(self) -> bool: + # TODO: check for prometheus credentials to enable the prometheus dlt pipeline + return True + + @property + def jira_enabled(self) -> bool: + return bool( + self.jira_base_url and self.jira_user_email and self.jira_api_token.get_secret_value() + ) + + @property + def github_enabled(self) -> bool: + return bool(self.github_token.get_secret_value()) + + @property + def known_repos(self) -> list[str]: + """Parsed list of GitHub repositories.""" + return [r.strip() for r in self.github_known_repos.split(",") if r.strip()] + + +@lru_cache(maxsize=1) +def get_settings() -> Settings: + return Settings() diff --git a/src/forge/observability/pipelines/__init__.py b/src/forge/observability/pipelines/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/pipelines/dbt/dbt_project.yml b/src/forge/observability/pipelines/dbt/dbt_project.yml new file mode 100644 index 0000000..4a48182 --- /dev/null +++ b/src/forge/observability/pipelines/dbt/dbt_project.yml @@ -0,0 +1,18 @@ +name: forge_observability +version: 0.1.0 +profile: forge_observability + +model-paths: ["models"] +macro-paths: ["macros"] + +models: + forge_observability: + staging: + +materialized: view + silver: + +materialized: view + +vars: + # Overridden at runtime by the dlt dbt runner in worker.py. + # Lists which bronze source names have been successfully loaded. + available_sources: [] diff --git a/src/forge/observability/pipelines/dbt/macros/is_source_available.sql b/src/forge/observability/pipelines/dbt/macros/is_source_available.sql new file mode 100644 index 0000000..98931ac --- /dev/null +++ b/src/forge/observability/pipelines/dbt/macros/is_source_available.sql @@ -0,0 +1,5 @@ +{% macro is_source_available(source_name) %} + {# Returns true when source_name appears in the available_sources runtime variable. #} + {% set available = var('available_sources', []) %} + {{ return(source_name in available) }} +{% endmacro %} diff --git a/src/forge/observability/pipelines/dbt/models/gold/.gitkeep b/src/forge/observability/pipelines/dbt/models/gold/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/pipelines/dbt/models/silver/pr_with_llm_cost.sql b/src/forge/observability/pipelines/dbt/models/silver/pr_with_llm_cost.sql new file mode 100644 index 0000000..b29d56f --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/silver/pr_with_llm_cost.sql @@ -0,0 +1,45 @@ +{{ config( + materialized='view', + alias='silver___pr_with_llm_cost', + enabled=is_source_available('pull_requests') +) }} + +select + p.repo, + p.pr_number, + p.ticket_key, + p.title, + p.state, + p.merged, + p.author, + p.created_at, + coalesce(p.lines_added, 0) as lines_added, + coalesce(p.lines_deleted, 0) as lines_deleted, + coalesce(p.files_changed, 0) as files_changed, + coalesce(p.review_comments, 0) as review_comments, + + {% if is_source_available('llm_traces') %} + coalesce(llm.total_cost, 0) as llm_total_cost, + coalesce(llm.trace_count, 0) as llm_trace_count, + case + when coalesce(p.lines_added, 0) > 0 and coalesce(llm.total_cost, 0) > 0 + then llm.total_cost / p.lines_added + else 0 + end as llm_cost_per_line, + {% endif %} + + 1 as _placeholder + +from {{ source('bronze', 'pull_requests') }} p + +{% if is_source_available('llm_traces') %} +left join ( + select + ticket_key, + sum(total_cost) as total_cost, + COUNT(*) as trace_count + from {{ source('bronze', 'llm_traces') }} + where ticket_key != '' + group by ticket_key +) llm on p.ticket_key = llm.ticket_key +{% endif %} diff --git a/src/forge/observability/pipelines/dbt/models/silver/stage_performance.sql b/src/forge/observability/pipelines/dbt/models/silver/stage_performance.sql new file mode 100644 index 0000000..596ae50 --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/silver/stage_performance.sql @@ -0,0 +1,45 @@ +{{ config( + materialized='view', + alias='silver___stage_performance', + enabled=is_source_available('llm_traces') +) }} + +select + t.workflow_stage as workflow_stage, + COUNT(*) as trace_count, + sum(t.total_cost) as total_cost, + avg(t.latency_ms) as avg_latency_ms, + + {% if is_source_available('human_interactions') %} + coalesce(hi.total_approvals, 0) as total_approvals, + coalesce(hi.total_rejections, 0) as total_rejections, + case + when coalesce(hi.total_approvals, 0) + coalesce(hi.total_rejections, 0) > 0 + then hi.total_approvals / (hi.total_approvals + hi.total_rejections) + else null + end as approval_rate, + {% endif %} + + 1 as _placeholder + +from {{ source('bronze', 'llm_traces') }} t + +{% if is_source_available('human_interactions') %} +left join ( + select + workflow_stage, + SUM(CASE WHEN interaction_type = 'approval' THEN 1 ELSE 0 END) as total_approvals, + SUM(CASE WHEN interaction_type = 'rejection' THEN 1 ELSE 0 END) as total_rejections + from {{ source('bronze', 'human_interactions') }} + where workflow_stage != '' + group by workflow_stage +) hi on t.workflow_stage = hi.workflow_stage +{% endif %} + +where t.workflow_stage != '' +group by + t.workflow_stage + {% if is_source_available('human_interactions') %} + , hi.total_approvals + , hi.total_rejections + {% endif %} diff --git a/src/forge/observability/pipelines/dbt/models/silver/ticket_full_view.sql b/src/forge/observability/pipelines/dbt/models/silver/ticket_full_view.sql new file mode 100644 index 0000000..2b3c5b4 --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/silver/ticket_full_view.sql @@ -0,0 +1,78 @@ +{{ config( + materialized='view', + alias='silver___ticket_full_view', + enabled=is_source_available('jira_tickets') +) }} + +select + j.ticket_key as ticket_key, + j.ticket_type as ticket_type, + j.status as ticket_status, + j.forge_labels as forge_labels, + j.created_at as ticket_created_at, + + {% if is_source_available('llm_traces') %} + coalesce(llm.total_cost, 0) as llm_total_cost, + coalesce(llm.avg_latency_ms, 0) as llm_avg_latency_ms, + llm.first_trace_at as first_trace_at, + llm.last_trace_at as last_trace_at, + coalesce(llm.trace_count, 0) as llm_trace_count, + {% endif %} + + {% if is_source_available('pull_requests') %} + coalesce(pr.pr_count, 0) as pr_count, + coalesce(pr.prs_merged, 0) as prs_merged, + coalesce(pr.lines_added, 0) as total_lines_added, + coalesce(pr.lines_deleted, 0) as total_lines_deleted, + {% endif %} + + {% if is_source_available('human_interactions') %} + coalesce(hi.total_approvals, 0) as total_approvals, + coalesce(hi.total_rejections, 0) as total_rejections, + coalesce(hi.total_questions, 0) as total_questions, + {% endif %} + + 1 as _placeholder + +from {{ source('bronze', 'jira_tickets') }} j + +{% if is_source_available('llm_traces') %} +left join ( + select + ticket_key, + COUNT(*) as trace_count, + sum(total_cost) as total_cost, + avg(latency_ms) as avg_latency_ms, + min(timestamp) as first_trace_at, + max(timestamp) as last_trace_at + from {{ source('bronze', 'llm_traces') }} + where ticket_key != '' + group by ticket_key +) llm on j.ticket_key = llm.ticket_key +{% endif %} + +{% if is_source_available('pull_requests') %} +left join ( + select + ticket_key, + COUNT(*) as pr_count, + SUM(CASE WHEN merged = true THEN 1 ELSE 0 END) as prs_merged, + sum(coalesce(lines_added, 0)) as lines_added, + sum(coalesce(lines_deleted, 0)) as lines_deleted + from {{ source('bronze', 'pull_requests') }} + where ticket_key != '' + group by ticket_key +) pr on j.ticket_key = pr.ticket_key +{% endif %} + +{% if is_source_available('human_interactions') %} +left join ( + select + ticket_key, + SUM(CASE WHEN interaction_type = 'approval' THEN 1 ELSE 0 END) as total_approvals, + SUM(CASE WHEN interaction_type = 'rejection' THEN 1 ELSE 0 END) as total_rejections, + SUM(CASE WHEN interaction_type = 'question' THEN 1 ELSE 0 END) as total_questions + from {{ source('bronze', 'human_interactions') }} + group by ticket_key +) hi on j.ticket_key = hi.ticket_key +{% endif %} diff --git a/src/forge/observability/pipelines/dbt/models/silver/ticket_llm_summary.sql b/src/forge/observability/pipelines/dbt/models/silver/ticket_llm_summary.sql new file mode 100644 index 0000000..ce0763e --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/silver/ticket_llm_summary.sql @@ -0,0 +1,19 @@ +{{ config( + materialized='view', + alias='silver___ticket_llm_summary', + enabled=is_source_available('llm_traces') +) }} + +select + ticket_key, + workflow_stage, + COUNT(*) as trace_count, + sum(latency_ms) as total_latency_ms, + avg(latency_ms) as avg_latency_ms, + sum(total_cost) as total_cost, + min(timestamp) as first_trace_at, + max(timestamp) as last_trace_at + +from {{ source('bronze', 'llm_traces') }} +where ticket_key != '' +group by ticket_key, workflow_stage diff --git a/src/forge/observability/pipelines/dbt/models/staging/stg_ci_checks.sql b/src/forge/observability/pipelines/dbt/models/staging/stg_ci_checks.sql new file mode 100644 index 0000000..21aab8d --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/staging/stg_ci_checks.sql @@ -0,0 +1,14 @@ +{{ config( + materialized='view', + enabled=is_source_available('ci_checks') +) }} + +select + repo, + check_run_id, + name, + status, + conclusion, + started_at, + completed_at +from {{ source('bronze', 'ci_checks') }} diff --git a/src/forge/observability/pipelines/dbt/models/staging/stg_human_interactions.sql b/src/forge/observability/pipelines/dbt/models/staging/stg_human_interactions.sql new file mode 100644 index 0000000..922d65e --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/staging/stg_human_interactions.sql @@ -0,0 +1,11 @@ +{{ config( + materialized='view', + enabled=is_source_available('human_interactions') +) }} + +select + ticket_key, + workflow_stage, + interaction_type, + interacted_at +from {{ source('bronze', 'human_interactions') }} diff --git a/src/forge/observability/pipelines/dbt/models/staging/stg_jira_tickets.sql b/src/forge/observability/pipelines/dbt/models/staging/stg_jira_tickets.sql new file mode 100644 index 0000000..7fd2047 --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/staging/stg_jira_tickets.sql @@ -0,0 +1,12 @@ +{{ config( + materialized='view', + enabled=is_source_available('jira_tickets') +) }} + +select + ticket_key, + ticket_type, + status, + forge_labels, + created_at +from {{ source('bronze', 'jira_tickets') }} diff --git a/src/forge/observability/pipelines/dbt/models/staging/stg_llm_traces.sql b/src/forge/observability/pipelines/dbt/models/staging/stg_llm_traces.sql new file mode 100644 index 0000000..92265d3 --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/staging/stg_llm_traces.sql @@ -0,0 +1,14 @@ +{{ config( + materialized='view', + enabled=is_source_available('llm_traces') +) }} + +select + trace_id, + name, + ticket_key, + workflow_stage, + latency_ms, + total_cost, + timestamp +from {{ source('bronze', 'llm_traces') }} diff --git a/src/forge/observability/pipelines/dbt/models/staging/stg_pull_requests.sql b/src/forge/observability/pipelines/dbt/models/staging/stg_pull_requests.sql new file mode 100644 index 0000000..638ed8b --- /dev/null +++ b/src/forge/observability/pipelines/dbt/models/staging/stg_pull_requests.sql @@ -0,0 +1,19 @@ +{{ config( + materialized='view', + enabled=is_source_available('pull_requests') +) }} + +select + repo, + pr_number, + ticket_key, + title, + state, + merged, + author, + lines_added, + lines_deleted, + files_changed, + review_comments, + created_at +from {{ source('bronze', 'pull_requests') }} diff --git a/src/forge/observability/pipelines/github_pipeline.py b/src/forge/observability/pipelines/github_pipeline.py new file mode 100644 index 0000000..d984a78 --- /dev/null +++ b/src/forge/observability/pipelines/github_pipeline.py @@ -0,0 +1,156 @@ +"""dlt pipeline: GitHub API → bronze.pull_requests + bronze.ci_checks.""" + +from collections.abc import Iterator +from datetime import UTC, datetime, timedelta + +import dlt +import httpx +from dlt.sources import DltResource + + +def _extract_ticket_key(text: str) -> str: + """Extract a JIRA-style ticket key (e.g. FOR-123) from PR title or branch.""" + import re + + match = re.search(r"[A-Z]{2,10}-\d+", text or "") + return match.group(0) if match else "" + + +@dlt.source(name="github") +def github_source( + token: str, + repos: list[str], + lookback_days: int = 30, +) -> tuple[DltResource, DltResource]: + """Extract pull requests and CI check runs from GitHub.""" + + headers = { + "Authorization": f"Bearer {token}", + "Accept": "application/vnd.github+json", + "X-GitHub-Api-Version": "2022-11-28", + } + since = (datetime.now(tz=UTC) - timedelta(days=lookback_days)).isoformat() + + @dlt.resource( + table_name="pull_requests", + write_disposition="merge", + primary_key=["repo", "pr_number"], + ) + def pull_requests( + updated_at=dlt.sources.incremental("updated_at", initial_value=since), # noqa: B008 + ) -> Iterator[dict]: + with httpx.Client( + base_url="https://api.github.com", + headers=headers, + timeout=30.0, + ) as client: + for repo in repos: + page = 1 + while True: + resp = client.get( + f"/repos/{repo}/pulls", + params={ + "state": "all", + "sort": "updated", + "direction": "desc", + "per_page": 50, + "page": page, + }, + ) + if resp.status_code == 404: + break + resp.raise_for_status() + prs = resp.json() + if not prs: + break + + for pr in prs: + pr_updated = pr.get("updated_at", "") + if pr_updated < updated_at.last_value: + return # sorted desc by updated_at; stop here + + merged_at = pr.get("merged_at") + closed_at = pr.get("closed_at") + created_at = pr.get("created_at") + + yield { + "repo": repo, + "pr_number": pr["number"], + "ticket_key": _extract_ticket_key( + pr.get("title", "") + " " + pr.get("head", {}).get("ref", "") + ), + "title": pr.get("title", ""), + "state": pr.get("state", ""), + "merged": merged_at is not None, + "draft": pr.get("draft", False), + "author": pr.get("user", {}).get("login", ""), + "base_branch": pr.get("base", {}).get("ref", ""), + "head_branch": pr.get("head", {}).get("ref", ""), + "lines_added": pr.get("additions", 0), + "lines_deleted": pr.get("deletions", 0), + "files_changed": pr.get("changed_files", 0), + "commits_count": pr.get("commits", 0), + "review_comments": pr.get("review_comments", 0), + "created_at": created_at, + "updated_at": pr_updated, + "merged_at": merged_at, + "closed_at": closed_at, + } + + page += 1 + + @dlt.resource( + table_name="ci_checks", + write_disposition="merge", + primary_key="check_id", + ) + def ci_checks() -> Iterator[dict]: + with httpx.Client( + base_url="https://api.github.com", + headers=headers, + timeout=30.0, + ) as client: + for repo in repos: + # Fetch recent commits and their check runs + resp = client.get( + f"/repos/{repo}/commits", + params={"since": since, "per_page": 30}, + ) + if resp.status_code == 404: + continue + resp.raise_for_status() + + for commit in resp.json(): + sha = commit.get("sha", "") + checks_resp = client.get( + f"/repos/{repo}/commits/{sha}/check-runs", + params={"per_page": 50}, + ) + if checks_resp.status_code != 200: + continue + + for check in checks_resp.json().get("check_runs", []): + started = check.get("started_at") + completed = check.get("completed_at") + duration = None + if started and completed: + try: + s = datetime.fromisoformat(started.replace("Z", "+00:00")) + c = datetime.fromisoformat(completed.replace("Z", "+00:00")) + duration = int((c - s).total_seconds()) + except (ValueError, TypeError): + pass + + yield { + "check_id": check["id"], + "repo": repo, + "commit_sha": sha, + "check_name": check.get("name", ""), + "status": check.get("status", ""), + "conclusion": check.get("conclusion") or "", + "duration_seconds": duration, + "started_at": started, + "completed_at": completed, + } + + return pull_requests, ci_checks diff --git a/src/forge/observability/pipelines/jira_pipeline.py b/src/forge/observability/pipelines/jira_pipeline.py new file mode 100644 index 0000000..28a2b94 --- /dev/null +++ b/src/forge/observability/pipelines/jira_pipeline.py @@ -0,0 +1,238 @@ +"""dlt pipeline: JIRA API → bronze.jira_tickets + bronze.human_interactions.""" + +from collections.abc import Iterator +from datetime import UTC, datetime, timedelta + +import dlt +import httpx +from dlt.sources import DltResource + +_FORGE_LABELS = { + "forge:managed", + "forge:prd-pending", + "forge:spec-pending", + "forge:plan-pending", + "forge:task-pending", + "forge:blocked", + "forge:retry", +} + +_APPROVAL_LABELS = { + "forge:prd-approved", + "forge:spec-approved", + "forge:plan-approved", + "forge:task-approved", +} +_REJECTION_LABELS = { + "forge:prd-pending", + "forge:spec-pending", + "forge:plan-pending", + "forge:task-pending", +} + + +def _classify_interaction(changelog_items: list[dict], comment_body: str) -> str | None: + """Derive an interaction type from a JIRA changelog item or comment.""" + for item in changelog_items: + field = item.get("field", "") + to_val = (item.get("toString") or "").lower() + if field == "labels": + if any(lbl.lower() in to_val for lbl in _APPROVAL_LABELS): + return "approval" + if "forge:blocked" in to_val: + return "rejection" + if comment_body.strip(): + body_lower = comment_body.lower() + if any(w in body_lower for w in ("lgtm", "approve", "approved", "looks good")): + return "approval" + if any(w in body_lower for w in ("?", "clarify", "what", "why", "how")): + return "question" + return "rejection" + return None + + +@dlt.source(name="jira") +def jira_source( + base_url: str, + user_email: str, + api_token: str, + project_keys: list[str] | None = None, + lookback_days: int = 30, +) -> tuple[DltResource, DltResource]: + """Extract tickets and human interactions from JIRA.""" + + auth = (user_email, api_token) + since = (datetime.now(tz=UTC) - timedelta(days=lookback_days)).strftime("%Y-%m-%d %H:%M") + + project_clause = "" + if project_keys: + keys = ", ".join(f'"{k}"' for k in project_keys) + project_clause = f" AND project IN ({keys})" + + jql = f'labels = "forge:managed"{project_clause} AND updated >= "{since}" ORDER BY updated DESC' + + @dlt.resource( + table_name="jira_tickets", + write_disposition="merge", + primary_key="ticket_key", + ) + def jira_tickets( + _updated_at=dlt.sources.incremental("updated_at", initial_value=since), # noqa: B008 + ) -> Iterator[dict]: + api_base = f"{base_url}/rest/api/3" + + with httpx.Client(timeout=30.0) as client: + next_page_token: str | None = None + while True: + body: dict = { + "jql": jql, + "maxResults": 50, + "fields": [ + "summary", + "issuetype", + "status", + "labels", + "assignee", + "priority", + "created", + "updated", + "resolutiondate", + ], + } + if next_page_token: + body["nextPageToken"] = next_page_token + + resp = client.post( + f"{api_base}/search/jql", + auth=auth, + json=body, + ) + resp.raise_for_status() + data = resp.json() + issues = data.get("issues", []) + if not issues: + break + + for issue in issues: + fields = issue.get("fields", {}) + updated = fields.get("updated", "") + + yield { + "ticket_key": issue["key"], + "ticket_type": (fields.get("issuetype") or {}).get("name", ""), + "summary": fields.get("summary", ""), + "status": (fields.get("status") or {}).get("name", ""), + "labels": ",".join(fields.get("labels") or []), + "forge_labels": ",".join( + lbl for lbl in (fields.get("labels") or []) if lbl.startswith("forge:") + ), + "assignee": (fields.get("assignee") or {}).get("emailAddress", ""), + "priority": (fields.get("priority") or {}).get("name", ""), + "created_at": fields.get("created"), + "updated_at": updated, + "resolved_at": fields.get("resolutiondate"), + } + + if data.get("isLast", True): + break + next_page_token = data.get("nextPageToken") + + @dlt.resource( + table_name="human_interactions", + write_disposition="append", + ) + def human_interactions() -> Iterator[dict]: + api_base = f"{base_url}/rest/api/3" + + with httpx.Client(timeout=30.0) as client: + next_page_token: str | None = None + while True: + body: dict = {"jql": jql, "maxResults": 50, "fields": ["summary"]} + if next_page_token: + body["nextPageToken"] = next_page_token + + resp = client.post( + f"{api_base}/search/jql", + auth=auth, + json=body, + ) + resp.raise_for_status() + data = resp.json() + issues = data.get("issues", []) + if not issues: + break + + for issue in issues: + ticket_key = issue["key"] + # Fetch changelog separately (not via expand to avoid 410) + cl_resp = client.get( + f"{api_base}/issue/{ticket_key}/changelog", + auth=auth, + params={"maxResults": 50}, + ) + changelog = ( + cl_resp.json().get("values", []) if cl_resp.status_code == 200 else [] + ) + + for history in changelog: + author = (history.get("author") or {}).get("emailAddress", "") + created = history.get("created", "") + items = history.get("items", []) or history.get("items", []) + interaction = _classify_interaction(items, "") + if interaction: + # Determine stage from label changes + stage = "" + for item in items: + if item.get("field") == "labels": + to_val = item.get("toString", "").lower() + for lbl in ("prd", "spec", "plan", "task"): + if lbl in to_val: + stage = lbl + break + + yield { + "ticket_key": ticket_key, + "interaction_type": interaction, + "user": author, + "workflow_stage": stage, + "source": "jira_changelog", + "interacted_at": created, + } + + # Also fetch recent comments + comments_resp = client.get( + f"{api_base}/issue/{ticket_key}/comment", + auth=auth, + params={"maxResults": 20, "orderBy": "-created"}, + ) + if comments_resp.status_code != 200: + continue + + for comment in comments_resp.json().get("comments", []): + body = comment.get("body", "") + if isinstance(body, dict): + # ADF format — extract plain text + body = " ".join( + node.get("text", "") + for block in body.get("content", []) + for node in block.get("content", []) + if node.get("type") == "text" + ) + + interaction = _classify_interaction([], body) + if interaction: + author = (comment.get("author") or {}).get("emailAddress", "") + yield { + "ticket_key": ticket_key, + "interaction_type": interaction, + "user": author, + "workflow_stage": "", + "source": "jira_comment", + "interacted_at": comment.get("created"), + } + + if data.get("isLast", True): + break + next_page_token = data.get("nextPageToken") + + return jira_tickets, human_interactions diff --git a/src/forge/observability/pipelines/langfuse_pipeline.py b/src/forge/observability/pipelines/langfuse_pipeline.py new file mode 100644 index 0000000..21bdb1e --- /dev/null +++ b/src/forge/observability/pipelines/langfuse_pipeline.py @@ -0,0 +1,71 @@ +"""dlt pipeline: Langfuse → bronze.llm_traces.""" + +import base64 +from collections.abc import Iterator + +import dlt +import httpx +from dlt.sources import DltResource + + +def _langfuse_client(host: str, public_key: str, secret_key: str) -> httpx.Client: + token = base64.b64encode(f"{public_key}:{secret_key}".encode()).decode() + return httpx.Client( + base_url=host.rstrip("/"), + headers={"Authorization": f"Basic {token}"}, + timeout=30, + ) + + +@dlt.source(name="langfuse") +def langfuse_source( + host: str, + public_key: str, + secret_key: str, + limit: int = 200, +) -> DltResource: + """Extract LLM traces from Langfuse.""" + + @dlt.resource( + table_name="llm_traces", + write_disposition="merge", + primary_key="trace_id", + ) + def traces() -> Iterator[dict]: + with _langfuse_client(host, public_key, secret_key) as client: + page = 1 + fetched = 0 + while fetched < limit: + response = client.get( + "/api/public/traces", + params={"page": page, "limit": min(50, limit - fetched)}, + ) + response.raise_for_status() + data = response.json().get("data", []) + if not data: + break + + for trace in data: + metadata = trace.get("metadata") or {} + latency = trace.get("latency") + tags = trace.get("tags") or [] + + yield { + "trace_id": trace["id"], + "name": trace.get("name") or "", + "ticket_key": metadata.get("ticket_key", ""), + "workflow_stage": metadata.get("workflow_stage", ""), + "latency_ms": int(latency * 1000) if latency else 0, + "total_cost": trace.get("totalCost") or 0.0, + "tags": ",".join(tags), + "session_id": trace.get("sessionId") or "", + "user_id": trace.get("userId") or "", + "timestamp": trace.get("timestamp"), + } + + fetched += len(data) + if len(data) < 50: + break + page += 1 + + return traces diff --git a/src/forge/observability/pipelines/prometheus_pipeline.py b/src/forge/observability/pipelines/prometheus_pipeline.py new file mode 100644 index 0000000..4395bc7 --- /dev/null +++ b/src/forge/observability/pipelines/prometheus_pipeline.py @@ -0,0 +1,73 @@ +"""dlt pipeline: Prometheus → bronze.app_metrics.""" + +import contextlib +import logging +from collections.abc import Iterator +from datetime import UTC, datetime, timedelta + +import dlt +import httpx +from dlt.sources import DltResource + +logger = logging.getLogger(__name__) + + +@dlt.source(name="prometheus") +def prometheus_source( + prometheus_url: str, + lookback_minutes: int = 10, +) -> DltResource: + """Extract all Prometheus metrics as time-series rows.""" + + @dlt.resource( + table_name="app_metrics", + write_disposition="append", + ) + def app_metrics() -> Iterator[dict]: + now = datetime.now(tz=UTC) + start = now - timedelta(minutes=lookback_minutes) + + with httpx.Client(base_url=prometheus_url, timeout=15.0) as client: + try: + resp = client.get("/api/v1/label/__name__/values") + resp.raise_for_status() + metric_names: list[str] = [ + m for m in resp.json().get("data", []) if m.startswith("forge") + ] + except httpx.HTTPError as exc: + logger.warning(f"Failed to discover Prometheus metrics: {exc}") + return + + for metric_name in metric_names: + try: + resp = client.get( + "/api/v1/query_range", + params={ + "query": metric_name, + "start": start.isoformat(), + "end": now.isoformat(), + "step": "60s", + }, + ) + resp.raise_for_status() + data = resp.json() + + for result in data.get("data", {}).get("result", []): + labels = result.get("metric", {}) + for ts, value in result.get("values", []): + with contextlib.suppress(ValueError, TypeError): + yield { + "metric_name": metric_name, + "value": float(value), + "labels": str(labels), + "sampled_at": datetime.fromtimestamp( + float(ts), tz=UTC + ), + } + + except httpx.HTTPError as exc: + logger.warning( + f"Prometheus query failed for {metric_name!r}: {exc}" + ) + + return app_metrics diff --git a/src/forge/observability/pipelines/worker.py b/src/forge/observability/pipelines/worker.py new file mode 100644 index 0000000..60d5991 --- /dev/null +++ b/src/forge/observability/pipelines/worker.py @@ -0,0 +1,289 @@ +"""Analytics pipeline runner — executes dlt pipelines on a schedule.""" + +import asyncio +import logging +from collections.abc import Callable +from pathlib import Path + +import dlt +from sqlalchemy import text + +from forge.observability.config import get_settings + +logger = logging.getLogger(__name__) + +_DBT_PROJECT = Path(__file__).parent / "dbt" + +# Repo root — two levels above src/forge/observability/pipelines/ +_REPO_ROOT = Path(__file__).parents[4] +_DBT_TARGET = _REPO_ROOT / ".dbt" / "target" +_DBT_LOGS = _REPO_ROOT / ".dbt" / "logs" + +# dlt uses CREATE TABLE (not IF NOT EXISTS) for the bronze dataset sentinel table. +# On a fresh datastore, all pipelines race to create it simultaneously. This lock +# serializes the first pipeline run so only one initializes the dataset. +_dataset_initialized = False +_dataset_init_lock: asyncio.Lock | None = None + + +# Maps logical source names (dbt vars) to their physical bronze table names +_SOURCE_TABLE_MAP = { + "llm_traces": "bronze___llm_traces", + "jira_tickets": "bronze___jira_tickets", + "pull_requests": "bronze___pull_requests", + "human_interactions": "bronze___human_interactions", + "ci_checks": "bronze___ci_checks", +} + + +def _build_pipeline(name: str, dataset_name: str = "bronze") -> dlt.Pipeline: + """Create a dlt pipeline targeting the configured datastore.""" + # TODO: Configure for different backends + from dlt.destinations.impl.clickhouse.configuration import ClickHouseCredentials + + s = get_settings() + + creds = ClickHouseCredentials() + creds.host = s.clickhouse_host + creds.port = s.clickhouse_port + creds.http_port = s.clickhouse_http_port + creds.database = s.clickhouse_database + creds.username = s.clickhouse_user + creds.password = s.clickhouse_password.get_secret_value() + creds.secure = 0 + + return dlt.pipeline( + pipeline_name=name, + destination=dlt.destinations.clickhouse(credentials=creds), + dataset_name=dataset_name, + ) + + +def _get_available_sources() -> list[str]: + """Return source names whose bronze tables actually exist in datastore.""" + from forge.observability.repository.repository import _get_engine + + engine = _get_engine() + available = [] + for source, table in _SOURCE_TABLE_MAP.items(): + try: + with engine.connect() as conn: + conn.execute(text(f"SELECT 1 FROM {table} LIMIT 1")) + available.append(source) + except Exception: + pass + return available + + +def _write_sources_yml() -> None: + """Write dbt sources.yml from the known bronze source mappings. + + Uses _SOURCE_TABLE_MAP rather than querying system.tables so internal dlt + housekeeping tables are never included. Models that reference unavailable + sources are disabled via config(enabled=is_source_available(...)) in the + model SQL, so listing all known sources here is always safe. + """ + import yaml + + s = get_settings() + + # TODO: Configure different backends + sources_doc = { + "version": 2, + "sources": [ + { + "name": "bronze", + "database": s.clickhouse_database, + "schema": s.clickhouse_database, + "tables": [ + {"name": logical, "identifier": physical} + for logical, physical in sorted(_SOURCE_TABLE_MAP.items()) + ], + } + ], + } + + out = _DBT_PROJECT / "models" / "sources.yml" + out.write_text(yaml.dump(sources_doc, default_flow_style=False, sort_keys=False)) + logger.info(f"Generated sources.yml with {len(_SOURCE_TABLE_MAP)} bronze source mappings") + + +def _load_dbt(available_sources: list[str]) -> None: + """Rebuild silver views via dbt with current source availability.""" + import os + + _dbt_packages = _REPO_ROOT / ".dbt" / "packages" + _DBT_TARGET.mkdir(parents=True, exist_ok=True) + _DBT_LOGS.mkdir(parents=True, exist_ok=True) + _dbt_packages.mkdir(parents=True, exist_ok=True) + os.environ["DBT_TARGET_PATH"] = str(_DBT_TARGET) + os.environ["DBT_LOG_PATH"] = str(_DBT_LOGS) + os.environ["DBT_PACKAGES_INSTALL_PATH"] = str(_dbt_packages) + + _write_sources_yml() + + # TODO: Configure different backends + s = get_settings() + dbt_pipeline = _build_pipeline("forge_observability_dbt", dataset_name=s.clickhouse_database) + dbt = dlt.dbt.package(dbt_pipeline, str(_DBT_PROJECT)) + models = dbt.run_all( + additional_vars={ + "available_sources": available_sources, + } + ) + for m in models: + logger.info(f"dbt {m.model_name}: {m.status} ({m.time})") + + +# ── Source factories ──────────────────────────────────────────────────────── + + +# TODO: Configure for different LLM observability tools +def _make_langfuse_source(): + from forge.observability.pipelines.langfuse_pipeline import langfuse_source + + s = get_settings() + return langfuse_source( + host=s.langfuse_url, + public_key=s.langfuse_public_key, + secret_key=s.langfuse_secret_key.get_secret_value(), + ) + + +# TODO: Add prometheus authentication +def _make_prometheus_source(): + from forge.observability.pipelines.prometheus_pipeline import prometheus_source + + s = get_settings() + return prometheus_source(prometheus_url=s.prometheus_url) + + +def _make_github_source(): + from forge.observability.pipelines.github_pipeline import github_source + + s = get_settings() + return github_source( + token=s.github_token.get_secret_value(), + repos=s.known_repos, + ) + + +def _make_jira_source(): + from forge.observability.pipelines.jira_pipeline import jira_source + + s = get_settings() + return jira_source( + base_url=s.jira_base_url, + user_email=s.jira_user_email, + api_token=s.jira_api_token.get_secret_value(), + ) + + +# ── Execution ─────────────────────────────────────────────────────────────── + + +async def _load_pipeline(name: str, source_factory: Callable) -> None: + global _dataset_initialized, _dataset_init_lock + pipeline = _build_pipeline(name) + source = source_factory() + logger.info(f"Running pipeline: {name}") + + if not _dataset_initialized: + # Lazy-init: Lock must be created inside a running event loop. + if _dataset_init_lock is None: + _dataset_init_lock = asyncio.Lock() + async with _dataset_init_lock: + if not _dataset_initialized: + # This pipeline is first — it initializes the shared dlt dataset. + load_info = await asyncio.to_thread(pipeline.run, source) + _dataset_initialized = True + logger.info(f"Pipeline {name} complete: {load_info}") + return + # Another pipeline already initialized the dataset; fall through to a + # normal run which will find the sentinel table already present. + + load_info = await asyncio.to_thread(pipeline.run, source) + logger.info(f"Pipeline {name} complete: {load_info}") + + +async def _run_pipeline_loop( + name: str, source_factory: Callable, interval: int, done_queue: asyncio.Queue +) -> None: + while True: + try: + await _load_pipeline(name, source_factory) + except Exception: + logger.exception(f"Pipeline {name} failed — retrying after {interval}s") + finally: + await done_queue.put(name) + await asyncio.sleep(interval) + + +async def _run_dbt(pipeline_names: frozenset[str], done_queue: asyncio.Queue) -> None: + """Run dbt once per complete round of pipeline executions. + + Waits until every configured pipeline has reported at least one completion + (success or failure) since the last dbt run, then rebuilds silver views. + Fast pipelines that complete multiple times per round are deduplicated via + the set — dbt fires at the pace of the slowest configured pipeline. + """ + while True: + seen: set[str] = set() + while seen < pipeline_names: + seen.add(await done_queue.get()) + try: + available = await asyncio.to_thread(_get_available_sources) + logger.info(f"dbt run — available sources: {available}") + await asyncio.to_thread(_load_dbt, available) + except Exception: + logger.exception("dbt run failed") + + +async def _run_pipelines(once: bool = False) -> None: + """Run all configured analytics pipelines concurrently, then rebuild silver views with dbt. + + Args: + once: Run each pipeline once and exit (useful for backfill / testing). + """ + s = get_settings() + pipelines: list[tuple[str, Callable, int]] = [] + + if s.langfuse_enabled: + pipelines.append(("langfuse", _make_langfuse_source, s.langfuse_interval_seconds)) + else: + logger.warning("Langfuse not configured — skipping langfuse pipeline") + + if s.prometheus_enabled: + pipelines.append(("prometheus", _make_prometheus_source, s.prometheus_interval_seconds)) + else: + logger.warning("Prometheus not configured — skipping prometheus pipeline") + + if s.github_enabled: + pipelines.append(("github", _make_github_source, s.github_interval_seconds)) + else: + logger.warning("GitHub not configured — skipping github pipeline") + + if s.jira_enabled: + pipelines.append(("jira", _make_jira_source, s.jira_interval_seconds)) + else: + logger.warning("JIRA not configured — skipping jira pipeline") + + if not pipelines: + logger.error("No pipelines configured — nothing to run") + return + + if once: + await asyncio.gather(*[_load_pipeline(name, factory) for name, factory, _ in pipelines]) + available = await asyncio.to_thread(_get_available_sources) + logger.info(f"dbt run — available sources: {available}") + await asyncio.to_thread(_load_dbt, available) + else: + done_queue: asyncio.Queue[str] = asyncio.Queue() + pipeline_names = frozenset(name for name, _, _ in pipelines) + await asyncio.gather( + *[ + _run_pipeline_loop(name, factory, interval, done_queue) + for name, factory, interval in pipelines + ], + _run_dbt(pipeline_names, done_queue), + ) diff --git a/src/forge/observability/repository/__init__.py b/src/forge/observability/repository/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/forge/observability/repository/repository.py b/src/forge/observability/repository/repository.py new file mode 100644 index 0000000..c51bea6 --- /dev/null +++ b/src/forge/observability/repository/repository.py @@ -0,0 +1,34 @@ +"""SQLAlchemy-backed read repository for the analytics API.""" + +from functools import lru_cache + +from sqlalchemy import create_engine +from sqlalchemy.engine import Engine +from sqlalchemy.sql import Executable + +from forge.observability.config import get_settings + + +class Repository: + """Read repository backed by any SQLAlchemy-supported database.""" + + def __init__(self, engine: Engine) -> None: + self._engine = engine + + def query(self, stmt: Executable) -> list[dict]: + with self._engine.connect() as conn: + result = conn.execute(stmt) + return [dict(row._mapping) for row in result] + + def query_one(self, stmt: Executable) -> dict | None: + rows = self.query(stmt) + return rows[0] if rows else None + + +@lru_cache(maxsize=1) +def _get_engine() -> Engine: + return create_engine(get_settings().datastore_dsn) + + +def get_repository() -> Repository: + return Repository(_get_engine()) diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_api.py b/tests/test_api.py new file mode 100644 index 0000000..ed5287a --- /dev/null +++ b/tests/test_api.py @@ -0,0 +1,131 @@ +"""Tests for the FastAPI application — repository is mocked.""" + +from unittest.mock import MagicMock, patch + +import pytest +from fastapi.testclient import TestClient + +from forge.observability.api.app import app + + +@pytest.fixture(autouse=True) +def mock_repository(): + """Replace get_repository with a fresh mock for every test.""" + mock = MagicMock() + with patch("forge.observability.api.app.get_repository", return_value=mock): + yield mock + + +@pytest.fixture() +def client(): + with TestClient(app) as c: + yield c + + +# ── /health ──────────────────────────────────────────────────────────────── + + +class TestHealth: + def test_ok(self, client, mock_repository): + mock_repository.query_one.return_value = {"1": 1} + resp = client.get("/health") + assert resp.status_code == 200 + assert resp.json() == {"status": "ok", "store": "sqlalchemy"} + + def test_db_down_returns_503(self, client, mock_repository): + mock_repository.query_one.side_effect = RuntimeError("connection refused") + resp = client.get("/health") + assert resp.status_code == 503 + + +# ── /traces ──────────────────────────────────────────────────────────────── + + +class TestTraces: + def test_returns_rows(self, client, mock_repository): + mock_repository.query.return_value = [{"trace_id": "t1", "name": "plan"}] + resp = client.get("/traces") + assert resp.status_code == 200 + assert resp.json()[0]["trace_id"] == "t1" + + def test_with_limit(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/traces?limit=10") + assert resp.status_code == 200 + mock_repository.query.assert_called_once() + + def test_with_ticket_key_filter(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/traces?ticket_key=FOR-99") + assert resp.status_code == 200 + mock_repository.query.assert_called_once() + + def test_db_error_returns_503(self, client, mock_repository): + mock_repository.query.side_effect = RuntimeError("db error") + resp = client.get("/traces") + assert resp.status_code == 503 + + +# ── /tickets/{key}/summary ───────────────────────────────────────────────── + + +class TestTicketSummary: + def test_returns_row(self, client, mock_repository): + mock_repository.query_one.return_value = {"ticket_key": "FOR-1", "llm_total_cost": 0.5} + resp = client.get("/tickets/FOR-1/summary") + assert resp.status_code == 200 + assert resp.json()["ticket_key"] == "FOR-1" + + def test_not_found_returns_404(self, client, mock_repository): + mock_repository.query_one.return_value = None + resp = client.get("/tickets/DOES-NOT-EXIST/summary") + assert resp.status_code == 404 + + +# ── /insights/workflows ──────────────────────────────────────────────────── + + +class TestWorkflowInsights: + def test_empty_result(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/insights/workflows") + assert resp.status_code == 200 + assert resp.json() == [] + + def test_with_filters(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/insights/workflows?ticket_type=Bug&status=Done&min_llm_cost=0.1") + assert resp.status_code == 200 + mock_repository.query.assert_called_once() + + +# ── /insights/prs ────────────────────────────────────────────────────────── + + +class TestPrInsights: + def test_all_prs(self, client, mock_repository): + mock_repository.query.return_value = [{"pr_number": 42}] + resp = client.get("/insights/prs") + assert resp.status_code == 200 + + def test_merged_only(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/insights/prs?merged_only=true") + assert resp.status_code == 200 + mock_repository.query.assert_called_once() + + +# ── /ci-checks ───────────────────────────────────────────────────────────── + + +class TestCiChecks: + def test_no_filters(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/ci-checks") + assert resp.status_code == 200 + + def test_with_repo_filter(self, client, mock_repository): + mock_repository.query.return_value = [] + resp = client.get("/ci-checks?repo=org/myrepo") + assert resp.status_code == 200 + mock_repository.query.assert_called_once() diff --git a/tests/test_config.py b/tests/test_config.py new file mode 100644 index 0000000..fe7c499 --- /dev/null +++ b/tests/test_config.py @@ -0,0 +1,79 @@ +"""Tests for forge_observability.config — settings loading and computed properties.""" + +from pydantic import SecretStr + +from forge.observability.config import Settings + + +def _make(**kwargs) -> Settings: + """Build a Settings instance without reading any .env file.""" + return Settings(_env_file=None, **kwargs) + + +class TestClickHouseDefaults: + def test_defaults(self): + s = _make() + assert s.clickhouse_host == "localhost" + assert s.clickhouse_port == 9000 + assert s.clickhouse_http_port == 8123 + assert s.clickhouse_database == "default" + assert s.clickhouse_user == "forge" + + def test_dsn_format(self): + s = _make( + clickhouse_user="u", + clickhouse_password=SecretStr("p"), + clickhouse_host="ch-host", + clickhouse_http_port=8124, + clickhouse_database="mydb", + ) + assert s.datastore_dsn == "clickhousedb://u:p@ch-host:8124/mydb" + + +class TestApiSettings: + def test_defaults(self): + s = _make() + assert s.forge_observability_api_port == 8010 + assert s.forge_observability_api_log_level == "INFO" + assert s.forge_observability_worker_log_level == "INFO" + + def test_env_override(self, monkeypatch): + monkeypatch.setenv("FORGE_OBSERVABILITY_API_PORT", "9999") + monkeypatch.setenv("FORGE_OBSERVABILITY_API_LOG_LEVEL", "DEBUG") + s = Settings(_env_file=None) + assert s.forge_observability_api_port == 9999 + assert s.forge_observability_api_log_level == "DEBUG" + + +class TestLangfuseUrl: + def test_bare_hostname_constructs_url(self): + s = _make(langfuse_host="langfuse-svc", langfuse_port=3000) + assert s.langfuse_url == "http://langfuse-svc:3000" + + def test_langfuse_enabled_requires_both_keys(self): + s = _make(langfuse_public_key="pk", langfuse_secret_key=SecretStr("sk")) + assert s.langfuse_enabled is True + + def test_langfuse_disabled_when_keys_missing(self): + s = _make(langfuse_public_key="", langfuse_secret_key=SecretStr("")) + assert s.langfuse_enabled is False + + +class TestPrometheusUrl: + def test_default(self): + s = _make() + assert s.prometheus_url == "http://localhost:9090" + + def test_bare_host_and_port(self): + s = _make(prometheus_host="prom-svc", prometheus_port=9091) + assert s.prometheus_url == "http://prom-svc:9091" + + +class TestGitHubHelpers: + def test_known_repos_parses_csv(self): + s = _make(github_known_repos="org/a, org/b , org/c") + assert s.known_repos == ["org/a", "org/b", "org/c"] + + def test_known_repos_empty(self): + s = _make(github_known_repos="") + assert s.known_repos == [] diff --git a/tests/test_pipelines.py b/tests/test_pipelines.py new file mode 100644 index 0000000..a79ebbd --- /dev/null +++ b/tests/test_pipelines.py @@ -0,0 +1,79 @@ +"""Tests for pure pipeline helper functions — no network, no ClickHouse.""" + +import pytest + +from forge.observability.pipelines.github_pipeline import _extract_ticket_key +from forge.observability.pipelines.jira_pipeline import _classify_interaction + + +class TestExtractTicketKey: + def test_finds_key_in_title(self): + assert _extract_ticket_key("FOR-123 implement login") == "FOR-123" + + def test_finds_key_in_branch_name(self): + assert _extract_ticket_key("feature/AB-42-add-auth") == "AB-42" + + def test_no_key_returns_empty(self): + assert _extract_ticket_key("chore: update dependencies") == "" + + def test_empty_string(self): + assert _extract_ticket_key("") == "" + + def test_key_must_have_digits(self): + assert _extract_ticket_key("NOPE fix something") == "" + + def test_returns_first_match(self): + assert _extract_ticket_key("FOR-1 fixes AB-2 issue") == "FOR-1" + + @pytest.mark.parametrize( + "text,expected", + [ + ("PROJ-999: big feature", "PROJ-999"), + ("[TEAM-7] hotfix", "TEAM-7"), + ("ref: XY-0", "XY-0"), + ], + ) + def test_various_formats(self, text, expected): + assert _extract_ticket_key(text) == expected + + +class TestClassifyInteraction: + # ── changelog-based classification ──────────────────────────────────── + + def test_approval_label_change(self): + items = [{"field": "labels", "toString": "forge:prd-approved added"}] + assert _classify_interaction(items, "") == "approval" + + def test_rejection_via_blocked_label(self): + items = [{"field": "labels", "toString": "forge:blocked"}] + assert _classify_interaction(items, "") == "rejection" + + def test_unrelated_field_is_ignored(self): + items = [{"field": "status", "toString": "In Progress"}] + # No comment body either → returns None + assert _classify_interaction(items, "") is None + + # ── comment-based classification ────────────────────────────────────── + + def test_lgtm_comment_is_approval(self): + assert _classify_interaction([], "LGTM!") == "approval" + + def test_approve_word_is_approval(self): + assert _classify_interaction([], "looks good, approved") == "approval" + + def test_question_mark_is_question(self): + assert _classify_interaction([], "What does this do?") == "question" + + def test_clarify_keyword_is_question(self): + assert _classify_interaction([], "can you clarify the intent here") == "question" + + def test_plain_comment_defaults_to_rejection(self): + assert _classify_interaction([], "this 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