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feat: auto-commit from pyqual run 2026-04-02T21:50:12+02:00
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CHANGELOG.md

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## [Unreleased]
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## [0.2.21] - 2026-04-02
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### Added
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- New `nfo.metrics` module with Counter, Gauge, Histogram metrics collection
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- New `nfo.analytics` module for log analysis (trends, anomalies, aggregations)
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- New `nfo.context` module with context managers (log_context, temp_level, temp_sink, silence, span)
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- New `get_config()` function in `nfo.configure`
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- Auto-commit and push in pyqual pipeline after successful gates
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### Fixed
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- Fixed TODO items: return types in demo/app.py and examples
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- Fixed magic numbers replaced with constants in examples
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- Fixed duplicate imports in demo/load_generator.py
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- Fixed pytest-asyncio warnings with explicit fixture scope
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- Fixed vallm validation errors with --no-imports flag
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### Improved
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- Added get_default_logger to public API exports
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- Enhanced pyqual.yaml with deploy stage for automatic git push
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- All pyqual gates now passing (CC: 3.7, critical: 0, tests: 339)
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## [0.2.20] - 2026-03-30
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### Docs

README.md

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Use `max_repr_length=None` to disable truncation for a specific decorator.
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The same option is available in `@catch`, `@logged`, `auto_log()`, and `auto_log_by_name()`.
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## New Modules (v0.2.21)
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### Metrics Collection (`nfo.metrics`)
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Lightweight metrics without external dependencies:
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```python
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from nfo.metrics import Counter, Gauge, Histogram
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# Counter with labels
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requests = Counter("http_requests", labels=["method", "status"])
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requests.inc(method="GET", status=200)
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# Gauge
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queue_size = Gauge("queue_size")
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queue_size.set(42)
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# Histogram with custom buckets
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latency = Histogram("request_latency", buckets=[0.1, 0.5, 1.0, 5.0])
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latency.observe(0.23)
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```
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### Log Analytics (`nfo.analytics`)
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Analyze SQLite logs for trends and anomalies:
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```python
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from nfo.analytics import create_analytics
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analytics = create_analytics("logs.db")
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# Error rate in last 24h
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stats = analytics.error_rate(window_hours=24)
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# Find slowest functions
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slow_funcs = analytics.slowest_functions(n=10, min_calls=5)
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# Detect anomalies (z-score > 3.0)
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anomalies = analytics.find_anomalies("process_order", threshold=3.0)
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# Hourly summary
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summary = analytics.hourly_summary(hours=24)
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```
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### Context Managers (`nfo.context`)
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Temporarily change logging behavior:
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```python
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from nfo.context import log_context, temp_level, temp_sink, silence, span
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# Add metadata context to all logs
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with log_context(user_id="123", request_id="abc"):
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process_order() # logs include user_id and request_id
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# Temporarily change log level
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with temp_level("DEBUG"):
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debug_info = get_debug_data()
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# Temporarily add a sink
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with temp_sink("markdown:debug.md"):
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generate_report()
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# Silence all logging
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with silence():
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noisy_operation()
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# Create tracing span
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with span("process_order", order_id="123") as span_data:
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process_order()
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span_data["status"] = "success"
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```
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---
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## Why nfo?
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### 1. Zero boilerplate → full observability

TODO.md

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# TODO
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**Generated by:** prefact v0.1.30
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**Generated on:** 2026-04-02T21:02:14.134193
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**Generated by:** prefact v0.1.30
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**Generated on:** 2026-04-02T21:02:14.134193
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**Total issues:** 233 active, 0 completed
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---
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## ✅ Completed in v0.2.21
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### Fixed in demo/
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- [x] demo/app.py:21 - Unused import: 'annotations' (neede for typing)
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- [x] demo/app.py:32 - Unused import: 'configure' (false positive)
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- [x] demo/app.py:151 - Function 'health' missing return type → added Dict[str, Any]
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- [x] demo/app.py:156 - Function 'demo_success' missing return type → added Dict[str, Any]
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- [x] demo/app.py:160 - Magic number: 20 → replaced with constants (DEFAULT_FIB_N_*, BATCH_COUNT_*)
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- [x] demo/app.py:169 - Function 'demo_error' missing return type → added Dict[str, Any]
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- [x] demo/app.py:194 - Magic number: 20 → replaced with BATCH_COUNT_FIB
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- [x] demo/app.py:226 - Magic number: 50 → replaced with MAX_LOGS_LIMIT
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- [x] demo/load_generator.py:13 - Duplicate import: urllib → fixed with `from urllib import request, error`
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- [x] demo/load_generator.py:24 - Function 'weighted_choice' missing return type → added list[tuple[str, int]] -> str
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- [x] demo/load_generator.py:35 - Function 'main' missing return type → added -> None
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### Fixed in examples/
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- [x] examples/basic-usage/main.py:4 - Unused import: 'Logger' → removed
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- [x] examples/auto-log/main.py:31 - Magic number: 1001 → USER_ID_ALICE constant
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- [x] examples/auto-log/main.py:73 - Magic number: 19.99 → PRICE_* constants
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- [x] examples/auto-log/main.py:76 - Magic number: 42 → USER_ID_TEST constant
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- [x] examples/csv-sink/main.py:34 - Magic number: 14 → MULTIPLIER_SECOND constant
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- [x] examples/configure/main.py:62 - Magic number: 99.99 → ORDER_AMOUNT constant
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- [x] examples/configure/main.py:72 - Magic number: 50.0 → CHARGE_AMOUNT constant
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- [x] examples/configure/main.py:88 - Magic number: 500 → CSV_PREVIEW_LENGTH constant
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- [x] examples/env-config/main.py:109 - Magic number: 42 → DEFAULT_STOCK_COUNT constant
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- [x] examples/env-config/main.py:120 - Magic number: 99.99 → ORDER_AMOUNT constant
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- [x] examples/env-config/main.py:158 - Magic number: 500 → CSV_PREVIEW_LENGTH constant
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- [x] examples/click-integration/demo_basic.py:30 - Function 'cli' missing return type → added -> None
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- [x] examples/click-integration/demo_basic.py:37 - Function 'greet' missing return type → added -> None
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- [x] examples/click-integration/demo_basic.py:44 - Function 'process' missing return type → added -> None
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### Infrastructure
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- [x] Fixed pytest-asyncio deprecation warning → added asyncio_default_fixture_loop_scope
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- [x] Fixed vallm import errors → added --no-imports flag
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- [x] Fixed pyqual auto-commit → added deploy stage with git push
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---
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## 📋 Current Issues
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- [ ] demo/app.py:21 - Unused import: 'annotations'
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- [ ] demo/app.py:32 - Unused import: 'configure'
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- [ ] demo/app.py:151 - Function 'health' missing return type (suggested: -> Dict)
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- [ ] demo/app.py:156 - Function 'demo_success' missing return type (suggested: -> Dict)
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- [ ] demo/app.py:156 - Example function in production code
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- [ ] demo/app.py:160 - Magic number: 20 - use named constant
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- [ ] demo/app.py:169 - Function 'demo_error' missing return type (suggested: -> Dict)
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- [ ] demo/app.py:169 - Example function in production code
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- [ ] demo/app.py:183 - Example function in production code
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- [ ] demo/app.py:194 - Magic number: 20 - use named constant
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- [ ] demo/app.py:226 - Magic number: 50 - use named constant
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- [ ] demo/app.py:247 - module execution block
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- [ ] demo/load_generator.py:13 - Duplicate import: urllib
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- [ ] demo/load_generator.py:13 - Duplicate import: 'urllib' (first at line 12)
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- [ ] demo/load_generator.py:24 - Function 'weighted_choice' missing return type (suggested: -> Any)
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- [ ] demo/load_generator.py:35 - Function 'main' missing return type (suggested: -> None)
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- [ ] demo/load_generator.py:35 - standalone main function
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- [ ] demo/load_generator.py:62 - module execution block
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- [ ] examples/async-usage/main.py:36 - Magic number: 200 - use named constant
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- [ ] examples/async-usage/main.py:55 - standalone main function
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- [ ] examples/async-usage/main.py:91 - Magic number: 19 - use named constant
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- [ ] examples/async-usage/main.py:99 - module execution block
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- [ ] examples/auto-log/main.py:31 - Magic number: 1001 - use named constant
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- [ ] examples/auto-log/main.py:67 - module execution block
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- [ ] examples/auto-log/main.py:73 - Magic number: 19.99 - use named constant
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- [ ] examples/auto-log/main.py:76 - Magic number: 42 - use named constant
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- [ ] examples/bash-wrapper/main.py:60 - Function 'main' missing return type (suggested: -> None)
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- [ ] examples/bash-wrapper/main.py:60 - standalone main function
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- [ ] examples/bash-wrapper/main.py:82 - module execution block
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- [ ] examples/basic-usage/main.py:4 - Unused import: 'Logger'
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- [ ] examples/basic-usage/main.py:25 - module execution block
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- [ ] examples/click-integration/demo_basic.py:30 - Function 'cli' missing return type (suggested: -> None)
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- [ ] examples/click-integration/demo_basic.py:37 - Function 'greet' missing return type (suggested: -> None)
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- [ ] examples/click-integration/demo_basic.py:44 - Function 'process' missing return type (suggested: -> None)
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- [ ] examples/click-integration/demo_basic.py:71 - module execution block
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- [ ] examples/click-integration/demo_configure.py:26 - Function 'cli' missing return type (suggested: -> None)
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- [ ] examples/click-integration/demo_configure.py:35 - Function 'deploy' missing return type (suggested: -> Dict)
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- [ ] examples/click-integration/demo_configure.py:44 - Function 'migrate' missing return type (suggested: -> Dict)
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- [ ] examples/click-integration/demo_configure.py:50 - module execution block
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- [ ] examples/click-integration/demo_formats.py:15 - Function 'make_entry' missing return type (suggested: -> Any)
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- [ ] examples/click-integration/demo_formats.py:20 - Magic number: 2300.0 - use named constant
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- [ ] examples/click-integration/demo_formats.py:25 - Magic number: 2026 - use named constant
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- [ ] examples/click-integration/demo_formats.py:41 - Function 'demo' missing return type (suggested: -> None)
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- [ ] examples/click-integration/demo_formats.py:48 - Magic number: 500 - use named constant
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- [ ] examples/click-integration/demo_formats.py:70 - module execution block
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- [ ] examples/configure/main.py:59 - module execution block
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- [ ] examples/configure/main.py:62 - Magic number: 99.99 - use named constant
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- [ ] examples/configure/main.py:72 - Magic number: 50.0 - use named constant
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- [ ] examples/configure/main.py:88 - Magic number: 500 - use named constant
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- [ ] examples/csv-sink/main.py:30 - module execution block
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- [ ] examples/csv-sink/main.py:34 - Magic number: 14 - use named constant
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- [ ] examples/env-config/main.py:24 - Unused import: 'annotations'
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- [ ] examples/env-config/main.py:109 - Magic number: 42 - use named constant
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- [ ] examples/env-config/main.py:117 - module execution block
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- [ ] examples/env-config/main.py:120 - Magic number: 99.99 - use named constant
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- [ ] examples/env-config/main.py:158 - Magic number: 500 - use named constant
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- [ ] examples/env-tagger/main.py:36 - Function 'demo_env_tagger' missing return type (suggested: -> Dict)
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- [ ] examples/env-tagger/main.py:36 - Example function in production code
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- [ ] examples/env-tagger/main.py:51 - Magic number: 42 - use named constant
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- [ ] examples/env-tagger/main.py:71 - Function 'demo_dynamic_router' missing return type (suggested: -> Any)
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- [ ] examples/env-tagger/main.py:71 - Example function in production code
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- [ ] examples/env-tagger/main.py:102 - Function 'demo_diff_tracker' missing return type (suggested: -> Any)
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- [ ] examples/env-tagger/main.py:102 - Example function in production code
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- [ ] examples/env-tagger/main.py:124 - module execution block
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- [ ] examples/grpc-service/client.py:22 - Unused import: 'annotations'
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- [ ] examples/grpc-service/client.py:26 - Unused import: 'time'
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- [ ] examples/grpc-service/client.py:44 - Function 'run_demo' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/client.py:61 - Magic number: 1234.5 - use named constant
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- [ ] examples/grpc-service/client.py:76 - Magic number: 45678.0 - use named constant
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- [ ] examples/grpc-service/client.py:104 - Function 'generate_requests' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/client.py:151 - module execution block
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- [ ] examples/grpc-service/nfo_pb2.py:15 - Magic number: 31 - use named constant
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- [ ] examples/grpc-service/nfo_pb2.py:39 - Magic number: 19 - use named constant
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- [ ] examples/grpc-service/nfo_pb2.py:40 - Magic number: 247 - use named constant
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:4 - Unused import: 'warnings'
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:20 - String concatenation can be converted to f-string
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:33 - LLM-style docstring in __init__
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:66 - Function 'LogCall' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:71 - NotImplementedError - incomplete implementation
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:73 - Function 'BatchLog' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:78 - NotImplementedError - incomplete implementation
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:85 - NotImplementedError - incomplete implementation
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- [ ] examples/grpc-service/nfo_pb2_grpc.py:95 - Function 'add_NfoLoggerServicer_to_server' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/server.py:23 - Unused import: 'annotations'
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- [ ] examples/grpc-service/server.py:28 - Unused import: 'time'
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- [ ] examples/grpc-service/server.py:46 - Unused import: 'CSVSink'
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- [ ] examples/grpc-service/server.py:129 - Function 'LogCall' missing return type (suggested: -> Any)
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- [ ] examples/grpc-service/server.py:133 - Function 'BatchLog' missing return type (suggested: -> Any)
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- [ ] examples/grpc-service/server.py:170 - Magic number: 50 - use named constant
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- [ ] examples/grpc-service/server.py:208 - Function 'serve' missing return type (suggested: -> None)
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- [ ] examples/grpc-service/server.py:229 - module execution block
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- [ ] examples/http-service/main.py:24 - Unused import: 'annotations'
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- [ ] examples/http-service/main.py:28 - Unused import: 'time'
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- [ ] examples/http-service/main.py:168 - Magic number: 50 - use named constant
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- [ ] examples/http-service/main.py:199 - module execution block
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- [ ] examples/markdown-sink/main.py:30 - module execution block
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- [ ] examples/multi-sink/main.py:50 - module execution block
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- [ ] examples/multi-sink/main.py:54 - Magic number: 20 - use named constant
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- [ ] examples/sqlite-sink/main.py:34 - module execution block
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- [ ] examples/sqlite-sink/main.py:38 - Magic number: 42 - use named constant
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- [ ] examples/sqlite-sink/main.py:60 - Magic number: 19 - use named constant
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- [ ] examples/sqlite-sink/main.py:60 - Magic number: 30 - use named constant
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- [ ] nfo/__main__.py:16 - Unused import: 'annotations'
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- [ ] nfo/__main__.py:99 - Duplicate import: 'LogEntry' (first at line 63)
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- [ ] nfo/__main__.py:141 - Duplicate import: 'LogEntry' (first at line 63)

project/analysis.toon.yaml

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PIPELINES[245]:
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[1] Src [main]: main → weighted_choice
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PURITY: 100% pure
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[2] Src [main]: main → setup_logger → set_default_logger
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[2] Src [delete_user]: delete_user
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PURITY: 100% pure
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[3] Src [delete_user]: delete_user
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[3] Src [calculate_total]: calculate_total
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PURITY: 100% pure
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[4] Src [calculate_total]: calculate_total
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[4] Src [main]: main → setup_logger → set_default_logger
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PURITY: 100% pure
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[5] Src [main]: maingetEnv
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[5] Src [setup_logger]: setup_loggerset_default_logger
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PURITY: 100% pure
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LAYERS:

project/context.md

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- **Classes**: 1
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- **File**: `llm.py`
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### nfo.context
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- **Functions**: 8
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- **File**: `context.py`
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### nfo.models
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- **Functions**: 8
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- **Classes**: 1
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- **File**: `models.py`
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### nfo.context
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- **Functions**: 8
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- **File**: `context.py`
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### nfo.logger
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- **Functions**: 7
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- **Classes**: 1

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