diff --git a/.gitignore b/.gitignore index af2b4fd..67c9eb2 100644 --- a/.gitignore +++ b/.gitignore @@ -4,4 +4,3 @@ __pycache__ .pytest_cache .mypy_cache .DS_Store -uv.lock diff --git a/README.md b/README.md index 73ed6cf..35abd8a 100644 --- a/README.md +++ b/README.md @@ -86,6 +86,7 @@ request: | Environment Variable | Description | | --------------------- | ------------------------------------ | | `NULLSCOPE_ENABLED=1` | Enable telemetry (default: disabled) | +| `NULLSCOPE_STRICT=1` | Enforce strict dotted scope names | Note: environment flags are read at import time. In tests, reload `nullscope` after changing env vars. @@ -112,6 +113,18 @@ with telemetry("http.request", method="GET", path="/api/users"): handle_request() ``` +### Decorators + +```python +@telemetry.timed("http.handler") +def handle() -> None: + process_request() + +@telemetry.timed("db.query", table="users") +async def fetch_users() -> list[dict]: + return await db.fetch_all() +``` + ### Metrics ```python @@ -129,6 +142,28 @@ if telemetry.is_enabled: pass ``` +### Reporter Lifecycle + +```python +# Flush buffered reporters (if they implement flush()) +telemetry.flush() + +# Shutdown reporters cleanly (if they implement shutdown()) +telemetry.shutdown() +``` + +### Async Safety + +Nullscope uses `contextvars`, so each async task keeps its own scope stack without cross-talk: + +```python +import asyncio + +async def worker(task_id: int): + with telemetry("task", task_id=task_id): + await asyncio.sleep(0.1) +``` + ## OpenTelemetry Adapter Export to OpenTelemetry backends: diff --git a/ROADMAP.md b/ROADMAP.md index 8652362..c3ed57c 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -1,6 +1,6 @@ # Nullscope Roadmap -## Version 0.1.0 (Current) +## Version 0.1.0 (Completed) - [x] Zero-cost no-op pattern - [x] Enabled context with scope hierarchy @@ -11,12 +11,13 @@ - [x] `py.typed` marker for PEP 561 - [x] Basic test coverage -## Version 0.2.0 - Ergonomics +## Version 0.2.0 (Current) - Ergonomics -- [ ] Decorator support (`@nullscope.timed("operation")`) -- [ ] Reporter lifecycle methods (`flush()`, `shutdown()`) -- [ ] Async documentation and explicit testing -- [ ] Improved error messages +- [x] Decorator support (`@telemetry.timed("operation")`) +- [x] Reporter lifecycle methods (`flush()`, `shutdown()`) +- [x] Async documentation and explicit testing +- [x] Improved error messages +- [x] Performance benchmarks (baseline + optimization validation) ## Version 0.3.0 - Observability @@ -28,7 +29,6 @@ - [ ] Real-world usage feedback incorporated - [ ] API refinements based on feedback -- [ ] Performance benchmarks ## Version 1.0.0 - Stable diff --git a/benchmarks/BASELINE.md b/benchmarks/BASELINE.md new file mode 100644 index 0000000..7ac96a2 --- /dev/null +++ b/benchmarks/BASELINE.md @@ -0,0 +1,76 @@ +# Benchmark Results + +Python: 3.14.2 +Platform: darwin (macOS) + +## Reference Measurements + +| Benchmark | ns/call | +| ----------- | --------- | +| `time.perf_counter()` | ~80 | +| Empty function call | ~33 | +| Minimal context manager | ~120 | + +--- + +## v0.1.0 Baseline (2026-02-04) + +### Disabled Mode (No-op) + +| Benchmark | ns/call | +| ----------- | --------- | +| scope entry/exit | 180.4 | +| 3 nested scopes | 485.6 | +| timed() decorator creation | 126.6 | +| timed() decorated call | 34.5 | +| metric() call | 89.9 | + +### Enabled Mode + +| Benchmark | ns/call | +| ----------- | --------- | +| scope entry/exit | 3,033.5 | +| 3 nested scopes | 9,054.4 | +| 5 nested scopes | 15,611.3 | +| timed() decorated call | 2,908.7 | +| metric() call | 760.8 | +| scope with 2 metadata keys | 3,326.2 | + +--- + +## v0.2.0 Optimizations (2026-02-04) + +Changes: + +- Replaced `@contextmanager` with explicit `_Scope` class (`__enter__`/`__exit__`) +- Identity function singleton for no-op `timed()` (eliminates lambda allocation) +- Single tuple creation per scope entry +- Optimized `metric()` to avoid redundant `.join()` calls + +### Disabled Mode (No-op) + +| Benchmark | v0.1.0 | v0.2.0 | Change | +| ----------- | -------- | -------- | -------- | +| scope entry/exit | 180.4 | 181.4 | — | +| 3 nested scopes | 485.6 | 478.8 | -1% | +| timed() decorator creation | 126.6 | 88.7 | **-30%** | +| timed() decorated call | 34.5 | 32.9 | -5% | +| metric() call | 89.9 | 80.9 | -10% | + +### Enabled Mode + +| Benchmark | v0.1.0 | v0.2.0 | Change | +| ----------- | -------- | -------- | -------- | +| scope entry/exit | 3,033.5 | 2,531.1 | **-17%** | +| 5 nested scopes | 15,611.3 | 13,160.2 | **-16%** | +| timed() decorated call | 2,908.7 | 2,295.6 | **-21%** | +| metric() call | 760.8 | 691.6 | **-9%** | +| scope with 2 metadata keys | 3,326.2 | 2,346.1 | **-29%** | + +--- + +## Future Optimization Candidates + +1. **Validation caching**: Cache validated scope names in a set for repeated calls +2. **Empty metadata short-circuit**: Skip dict merge when user metadata is empty +3. **Disabled scope overhead**: Still ~60 ns above minimal CM baseline (acceptable) diff --git a/benchmarks/bench_core.py b/benchmarks/bench_core.py new file mode 100644 index 0000000..4cefa7c --- /dev/null +++ b/benchmarks/bench_core.py @@ -0,0 +1,304 @@ +"""Core benchmarks for nullscope. + +Run with: python benchmarks/bench_core.py + +These benchmarks measure the hot paths to establish baselines before optimization. +""" + +import gc +import os +import statistics +import sys +import time +from collections.abc import Callable +from dataclasses import dataclass + +# Ensure we can import nullscope from the source tree +sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "src")) + + +@dataclass +class BenchResult: + name: str + iterations: int + total_ns: float + per_call_ns: float + std_dev_ns: float + samples: list[float] + + def __str__(self) -> str: + return ( + f"{self.name:<45} | " + f"{self.per_call_ns:>8.1f} ns/call | " + f"±{self.std_dev_ns:>6.1f} ns | " + f"({self.iterations:,} iterations)" + ) + + +def bench( + name: str, + fn: Callable[[], None], + iterations: int = 100_000, + warmup: int = 1_000, + samples: int = 5, +) -> BenchResult: + """Run a benchmark with warmup and multiple samples.""" + # Warmup + for _ in range(warmup): + fn() + + # Collect samples + sample_times: list[float] = [] + for _ in range(samples): + gc.disable() + start = time.perf_counter_ns() + for _ in range(iterations): + fn() + end = time.perf_counter_ns() + gc.enable() + sample_times.append(end - start) + + total_ns = statistics.mean(sample_times) + per_call_ns = total_ns / iterations + std_dev_ns = statistics.stdev(sample_times) / iterations if len(sample_times) > 1 else 0 + + return BenchResult( + name=name, + iterations=iterations, + total_ns=total_ns, + per_call_ns=per_call_ns, + std_dev_ns=std_dev_ns, + samples=sample_times, + ) + + +def run_baseline_benchmarks() -> list[BenchResult]: + """Baseline measurements for comparison.""" + results: list[BenchResult] = [] + + # Raw perf_counter call (absolute baseline) + def raw_perf_counter() -> None: + time.perf_counter() + + results.append(bench("baseline: time.perf_counter()", raw_perf_counter)) + + # Function call overhead + def noop() -> None: + pass + + results.append(bench("baseline: empty function call", noop)) + + # Context manager baseline (minimal) + class MinimalCM: + def __enter__(self) -> "MinimalCM": + return self + + def __exit__(self, *args: object) -> None: + pass + + cm = MinimalCM() + + def minimal_cm() -> None: + with cm: + pass + + results.append(bench("baseline: minimal context manager", minimal_cm)) + + return results + + +def run_disabled_benchmarks() -> list[BenchResult]: + """Benchmarks with NULLSCOPE_ENABLED unset (no-op mode).""" + # Ensure disabled mode + os.environ.pop("NULLSCOPE_ENABLED", None) + + # Force reimport to get disabled state + if "nullscope" in sys.modules: + del sys.modules["nullscope"] + + from nullscope import TelemetryContext + + telemetry = TelemetryContext() + assert not telemetry.is_enabled, "Expected disabled mode" + + results: list[BenchResult] = [] + + # Scope entry/exit (the critical path) + def scope_entry_exit() -> None: + with telemetry("test"): + pass + + results.append(bench("disabled: scope entry/exit", scope_entry_exit)) + + # Nested scopes + def nested_scopes_3() -> None: + with telemetry("a"): + with telemetry("b"): + with telemetry("c"): + pass + + results.append(bench("disabled: 3 nested scopes", nested_scopes_3, iterations=50_000)) + + # timed() decorator creation + def timed_decorator_creation() -> None: + telemetry.timed("test") + + results.append(bench("disabled: timed() decorator creation", timed_decorator_creation)) + + # timed() decorator application + @telemetry.timed("bench_fn") + def decorated_fn() -> None: + pass + + results.append(bench("disabled: timed() decorated call", decorated_fn)) + + # metric() call + def metric_call() -> None: + telemetry.metric("test", 1) + + results.append(bench("disabled: metric() call", metric_call)) + + # count() call + def count_call() -> None: + telemetry.count("test") + + results.append(bench("disabled: count() call", count_call)) + + # gauge() call + def gauge_call() -> None: + telemetry.gauge("test", 1.0) + + results.append(bench("disabled: gauge() call", gauge_call)) + + # is_enabled property access + def is_enabled_check() -> None: + _ = telemetry.is_enabled + + results.append(bench("disabled: is_enabled check", is_enabled_check)) + + return results + + +def run_enabled_benchmarks() -> list[BenchResult]: + """Benchmarks with NULLSCOPE_ENABLED=1 (active mode).""" + os.environ["NULLSCOPE_ENABLED"] = "1" + + # Force reimport to get enabled state + if "nullscope" in sys.modules: + del sys.modules["nullscope"] + + from nullscope import SimpleReporter, TelemetryContext + + # Use a reporter with high max_entries to avoid deque rotation overhead + reporter = SimpleReporter(max_entries_per_scope=1_000_000) + telemetry = TelemetryContext(reporter) + assert telemetry.is_enabled, "Expected enabled mode" + + results: list[BenchResult] = [] + + # Scope entry/exit (the critical path) + def scope_entry_exit() -> None: + with telemetry("test"): + pass + + results.append(bench("enabled: scope entry/exit", scope_entry_exit, iterations=50_000)) + + # Nested scopes + def nested_scopes_3() -> None: + with telemetry("a"): + with telemetry("b"): + with telemetry("c"): + pass + + results.append(bench("enabled: 3 nested scopes", nested_scopes_3, iterations=20_000)) + + # Deep nesting + def nested_scopes_5() -> None: + with telemetry("a"): + with telemetry("b"): + with telemetry("c"): + with telemetry("d"): + with telemetry("e"): + pass + + results.append(bench("enabled: 5 nested scopes", nested_scopes_5, iterations=10_000)) + + # timed() decorator creation + def timed_decorator_creation() -> None: + telemetry.timed("test") + + results.append(bench("enabled: timed() decorator creation", timed_decorator_creation)) + + # timed() decorator application + @telemetry.timed("bench_fn") + def decorated_fn() -> None: + pass + + results.append(bench("enabled: timed() decorated call", decorated_fn, iterations=50_000)) + + # metric() call + def metric_call() -> None: + telemetry.metric("test", 1) + + results.append(bench("enabled: metric() call", metric_call, iterations=50_000)) + + # count() call + def count_call() -> None: + telemetry.count("test") + + results.append(bench("enabled: count() call", count_call, iterations=50_000)) + + # gauge() call + def gauge_call() -> None: + telemetry.gauge("test", 1.0) + + results.append(bench("enabled: gauge() call", gauge_call, iterations=50_000)) + + # Scope with metadata + def scope_with_metadata() -> None: + with telemetry("test", method="GET", path="/api"): + pass + + results.append( + bench("enabled: scope with 2 metadata keys", scope_with_metadata, iterations=50_000) + ) + + return results + + +def main() -> None: + print("=" * 80) + print("NULLSCOPE BENCHMARK SUITE") + print("=" * 80) + print(f"Python: {sys.version}") + print(f"Platform: {sys.platform}") + print() + + print("-" * 80) + print("BASELINES (reference measurements)") + print("-" * 80) + for result in run_baseline_benchmarks(): + print(result) + print() + + print("-" * 80) + print("DISABLED MODE (NULLSCOPE_ENABLED unset)") + print("-" * 80) + for result in run_disabled_benchmarks(): + print(result) + print() + + print("-" * 80) + print("ENABLED MODE (NULLSCOPE_ENABLED=1)") + print("-" * 80) + for result in run_enabled_benchmarks(): + print(result) + print() + + print("=" * 80) + print("BENCHMARK COMPLETE") + print("=" * 80) + + +if __name__ == "__main__": + main() diff --git a/docs/design.md b/docs/design.md index e834d21..ad0a23f 100644 --- a/docs/design.md +++ b/docs/design.md @@ -94,6 +94,15 @@ class TelemetryReporter(Protocol): 4. **Multiple reporters**: `TelemetryContext()` accepts multiple reporters. All receive the same data. +### Lifecycle Hooks + +Reporters can optionally implement: + +- `flush()` +- `shutdown()` + +The telemetry context forwards these calls when present and logs failures without crashing application code. + ## 4) Scope Hierarchy Implementation Scopes form a hierarchy through dot-separated names: @@ -127,3 +136,13 @@ from nullscope import DEPTH, PARENT_SCOPE, CALL_COUNT, START_WALL_TIME_S ``` This allows reporters to reference keys without hardcoding strings, and provides a stable contract for what metadata is always present. + +## 6) Decorator Ergonomics + +Nullscope exposes `telemetry.timed("scope.name")` to instrument functions without manual `with` blocks. + +- Sync functions are wrapped with a timing scope +- Async functions are also wrapped and awaited inside the scope +- In disabled mode, the decorator returns the original function unchanged + +This keeps instrumentation concise while preserving the no-op-first design. diff --git a/docs/examples.md b/docs/examples.md index 2c3884f..d6dccd9 100644 --- a/docs/examples.md +++ b/docs/examples.md @@ -77,6 +77,22 @@ with telemetry("request"): render_template() # scope: request.handler.render ``` +## Decorator-Based Timing + +```python +from nullscope import TelemetryContext + +telemetry = TelemetryContext() + +@telemetry.timed("http.handler", route="/users") +def handle_users(): + return query_users() + +@telemetry.timed("jobs.refresh_cache") +async def refresh_cache(): + ... +``` + ## Custom Reporter Implementation ```python @@ -145,6 +161,20 @@ telemetry = TelemetryContext( ) ``` +## Reporter Lifecycle + +```python +from nullscope import TelemetryContext + +telemetry = TelemetryContext(...) + +# Flush any buffered reporter state before process exits +telemetry.flush() + +# Shutdown reporters with explicit lifecycle cleanup +telemetry.shutdown() +``` + ## Async Context Support Nullscope uses context variables, so it works correctly with async code: @@ -170,6 +200,8 @@ async def main(): ) ``` +Each task keeps isolated context; nested task scopes do not leak across concurrent work. + ## Conditional Metrics ```python diff --git a/pyproject.toml b/pyproject.toml index 72f44b9..1b77a70 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "nullscope" -version = "0.1.0" +version = "0.2.0" description = "Zero-cost telemetry for Python. No-op when disabled, rich context when enabled." readme = "README.md" requires-python = ">=3.10, <3.15" diff --git a/tests/test_core.py b/tests/test_core.py index 9304948..688e50d 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -1,52 +1,46 @@ +import asyncio +import importlib import os +from types import ModuleType from unittest.mock import MagicMock, patch +import pytest + + +def _reload_nullscope() -> ModuleType: + import nullscope + + return importlib.reload(nullscope) + def test_nullscope_disabled_by_default() -> None: - """Verify strictly no-op when env var is missing.""" with patch.dict(os.environ, {}, clear=True): - # We need to reload the module because the flag is checked at import time - import importlib - - import nullscope - importlib.reload(nullscope) + nullscope = _reload_nullscope() ctx = nullscope.TelemetryContext() assert isinstance(ctx, nullscope._NoOpTelemetryContext) assert ctx.is_enabled is False - - # Verify call returns self assert ctx("scope") is ctx - - # Verify attributes checks don't crash ctx.metric("foo", 1) + def test_nullscope_enabled() -> None: - """Verify enabled context when env var is set.""" with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): - import importlib - - import nullscope - importlib.reload(nullscope) + nullscope = _reload_nullscope() ctx = nullscope.TelemetryContext() assert isinstance(ctx, nullscope._EnabledTelemetryContext) assert ctx.is_enabled is True - # Verify scope creation with ctx("scope") as scope: assert scope is ctx + def test_nullscope_recording() -> None: - """Verify that reporters receive data.""" mock_reporter = MagicMock() with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): - import importlib - - import nullscope - importlib.reload(nullscope) - + nullscope = _reload_nullscope() ctx = nullscope.TelemetryContext(mock_reporter) with ctx("test.scope", extra="data"): @@ -54,31 +48,125 @@ def test_nullscope_recording() -> None: assert mock_reporter.record_timing.called args, kwargs = mock_reporter.record_timing.call_args - # scope (might imply hierarchy if stack existed, but here it's root) assert args[0] == "test.scope" - assert isinstance(args[1], float) # duration + assert isinstance(args[1], float) assert kwargs["extra"] == "data" assert "start_wall_time_s" in kwargs + def test_nested_scopes() -> None: - """Verify hierarchical path generation.""" mock_reporter = MagicMock() with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): - import importlib - - import nullscope - importlib.reload(nullscope) - + nullscope = _reload_nullscope() ctx = nullscope.TelemetryContext(mock_reporter) with ctx("parent"), ctx("child"): pass - # Check call for child - # Expected scope path: parent.child - # We need to find the call where scope is parent.child child_calls = [ - c for c in mock_reporter.record_timing.mock_calls - if c.args[0] == "parent.child" + c for c in mock_reporter.record_timing.mock_calls if c.args[0] == "parent.child" ] assert len(child_calls) == 1 + + +def test_timed_decorator_records_sync_functions() -> None: + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): + nullscope = _reload_nullscope() + + reporter = nullscope.SimpleReporter() + telemetry = nullscope.TelemetryContext(reporter) + + @telemetry.timed("decorated.sync", endpoint="/health") # type: ignore[untyped-decorator] + def run() -> int: + return 200 + + assert run() == 200 + assert "decorated.sync" in reporter.timings + _, metadata = reporter.timings["decorated.sync"][0] + assert metadata["endpoint"] == "/health" + + +def test_timed_decorator_is_identity_when_disabled() -> None: + with patch.dict(os.environ, {}, clear=True): + nullscope = _reload_nullscope() + telemetry = nullscope.TelemetryContext() + + def run() -> int: + return 7 + + decorated = telemetry.timed("noop.scope")(run) + assert decorated is run + assert decorated() == 7 + + +def test_timed_decorator_records_async_functions() -> None: + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): + nullscope = _reload_nullscope() + + reporter = nullscope.SimpleReporter() + telemetry = nullscope.TelemetryContext(reporter) + + @telemetry.timed("decorated.async") # type: ignore[untyped-decorator] + async def run() -> str: + await asyncio.sleep(0) + return "ok" + + assert asyncio.run(run()) == "ok" + assert "decorated.async" in reporter.timings + + +def test_async_scope_stack_is_isolated_by_task() -> None: + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): + nullscope = _reload_nullscope() + + reporter = nullscope.SimpleReporter() + telemetry = nullscope.TelemetryContext(reporter) + + async def worker(task_id: int) -> None: + with telemetry("task", task_id=task_id): + await asyncio.sleep(0) + with telemetry("leaf", task_id=task_id): + await asyncio.sleep(0) + + async def run() -> None: + with telemetry("batch"): + await asyncio.gather(worker(1), worker(2)) + + asyncio.run(run()) + assert len(reporter.timings["batch.task.leaf"]) == 2 + parent_scopes = [meta["parent_scope"] for _, meta in reporter.timings["batch.task.leaf"]] + assert parent_scopes == ["batch.task", "batch.task"] + + +def test_reporter_lifecycle_hooks_are_forwarded() -> None: + reporter = MagicMock() + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): + nullscope = _reload_nullscope() + telemetry = nullscope.TelemetryContext(reporter) + + telemetry.flush() + telemetry.shutdown() + + reporter.flush.assert_called_once_with() + reporter.shutdown.assert_called_once_with() + + +def test_invalid_reporter_error_is_explicit() -> None: + class BrokenReporter: + def record_timing(self, scope: str, duration: float, **metadata: object) -> None: + return None + + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}): + nullscope = _reload_nullscope() + + with pytest.raises(TypeError, match="Missing required callable method"): + nullscope.TelemetryContext(BrokenReporter()) + + +def test_timed_rejects_invalid_scope_names() -> None: + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1", "NULLSCOPE_STRICT": "1"}): + nullscope = _reload_nullscope() + telemetry = nullscope.TelemetryContext() + + with pytest.raises(ValueError, match="Invalid Decorator scope name"): + telemetry.timed("Invalid.Scope") diff --git a/tests/test_integration.py b/tests/test_integration.py new file mode 100644 index 0000000..f84cbe0 --- /dev/null +++ b/tests/test_integration.py @@ -0,0 +1,46 @@ +import asyncio +import importlib +import os +from types import ModuleType +from unittest.mock import patch + + +def _reload_nullscope() -> ModuleType: + import nullscope + + return importlib.reload(nullscope) + + +def test_integration_runtime_contract() -> None: + with patch.dict(os.environ, {"NULLSCOPE_ENABLED": "1"}, clear=True): + nullscope = _reload_nullscope() + reporter = nullscope.SimpleReporter() + telemetry = nullscope.TelemetryContext(reporter) + + async def worker(worker_id: int) -> None: + with telemetry("task", worker=worker_id): + telemetry.count("items", 1, worker=worker_id) + await asyncio.sleep(0) + with telemetry("leaf", worker=worker_id): + pass + + async def run_batch() -> None: + with telemetry("batch", req_id="r1"): + await asyncio.gather(worker(1), worker(2)) + + asyncio.run(run_batch()) + + # Timing path contract + assert "batch.task.leaf" in reporter.timings + assert len(reporter.timings["batch.task.leaf"]) == 2 + + # Metric path contract + assert "batch.task.items" in reporter.metrics + values = [value for value, _ in reporter.metrics["batch.task.items"]] + assert values == [1, 1] + + # Core metadata contract + _, metadata = reporter.timings["batch.task.leaf"][0] + assert metadata["parent_scope"] == "batch.task" + assert "start_wall_time_s" in metadata + assert "end_wall_time_s" in metadata diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..54466a6 --- /dev/null +++ b/uv.lock @@ -0,0 +1,487 @@ +version = 1 +revision = 3 +requires-python = ">=3.10, <3.15" + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } 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