feat: copier update v0.9.0 — extraction docs, state tracking, architecture guides

Sync template from 29ac25b → v0.9.0 (29 template commits). Due to
template's _subdirectory migration, new files were manually rendered
rather than auto-merged by copier.

New files:
- .claude/CLAUDE.md + coding_philosophy.md (agent instructions)
- extract utils.py: SQLite state tracking for extraction runs
- extract/transform READMEs: architecture & pattern documentation
- infra/supervisor: systemd service + orchestration script
- Per-layer model READMEs (raw, staging, foundation, serving)

Also fixes copier-answers.yml (adds 4 feature toggles, removes stale
payment_provider key) and scopes CLAUDE.md gitignore to root only.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Deeman
2026-02-22 15:44:48 +01:00
parent b76e87a0b6
commit 18ee24818b
14 changed files with 1084 additions and 2 deletions

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# CLAUDE.md — Padelnomics
This file tells Claude Code how to work in this repository.
## Project Overview
Padelnomics is a SaaS application built with Quart (async Python), HTMX, and SQLite.
It includes a full data pipeline:
```
External APIs → extract → landing zone → SQLMesh transform → DuckDB → web app
```
**Packages** (uv workspace):
- `web/` — Quart + HTMX web application (auth, billing, dashboard)
- `extract/padelnomics_extract/` — data extraction to local landing zone
- `transform/sqlmesh_padelnomics/` — 4-layer SQL transformation (raw → staging → foundation → serving)
- `src/padelnomics/` — CLI utilities, export_serving helper
## Skills: invoke these for domain tasks
### Working on extraction or transformation?
Use the **`data-engineer`** skill for:
- Designing or reviewing SQLMesh model logic
- Adding a new data source (extract + raw + staging models)
- Performance tuning DuckDB queries
- Data modeling decisions (dimensions, facts, aggregates)
- Understanding the 4-layer architecture
```
/data-engineer (or ask Claude to invoke it)
```
### Working on the web app UI or frontend?
Use the **`frontend-design`** skill for UI components, templates, or dashboard layouts.
### Working on payments or subscriptions?
Use the **`paddle-integration`** skill for billing, webhooks, and subscription logic.
## Key commands
```bash
# Install all dependencies
uv sync --all-packages
# Lint & format
ruff check .
ruff format .
# Run tests
uv run pytest tests/ -v
# Dev server
./scripts/dev_run.sh
# Extract data
LANDING_DIR=data/landing uv run extract
# SQLMesh plan + run (from repo root)
uv run sqlmesh -p transform/sqlmesh_padelnomics plan
uv run sqlmesh -p transform/sqlmesh_padelnomics plan prod
# Export serving tables (run after SQLMesh)
DUCKDB_PATH=local.duckdb SERVING_DUCKDB_PATH=analytics.duckdb \
uv run python -m padelnomics.export_serving
```
## Architecture documentation
| Topic | File |
|-------|------|
| Extraction patterns, state tracking, adding new sources | `extract/padelnomics_extract/README.md` |
| 4-layer SQLMesh architecture, materialization strategy | `transform/sqlmesh_padelnomics/README.md` |
| Two-file DuckDB architecture (SQLMesh lock isolation) | `src/padelnomics/export_serving.py` docstring |
## Pipeline data flow
```
data/landing/
└── padelnomics/{year}/{etag}.csv.gz ← extraction output
local.duckdb ← SQLMesh exclusive (raw → staging → foundation → serving)
analytics.duckdb ← serving tables only, web app read-only
└── serving.* ← atomically replaced by export_serving.py
```
## Environment variables
| Variable | Default | Description |
|----------|---------|-------------|
| `LANDING_DIR` | `data/landing` | Landing zone root (extraction writes here) |
| `DUCKDB_PATH` | `local.duckdb` | SQLMesh pipeline DB (exclusive write) |
| `SERVING_DUCKDB_PATH` | `analytics.duckdb` | Read-only DB for web app |
## Coding philosophy
- **Simple and procedural** — functions over classes, no "Manager" patterns
- **Idempotent operations** — running twice produces the same result
- **Explicit assertions** — assert preconditions at function boundaries
- **Bounded operations** — set timeouts, page limits, buffer sizes
Read `coding_philosophy.md` (if present) for the full guide.