diff --git a/.jules/bolt.md b/.jules/bolt.md index 81b25f3..c464a49 100644 --- a/.jules/bolt.md +++ b/.jules/bolt.md @@ -49,3 +49,28 @@ Ensure strict type checking is isolated to paths where subclassing is intentiona 2024-05-11 — DAG Execution Memory Optimization Learning: Passing a mutable dictionary of `asyncio.Task` objects through execution hot paths (like `_run_node`) creates a memory-leaking reference cycle (`tasks` dict -> `Task` object -> `Coroutine` -> `tasks` dict). Action: Use pre-resolved tuples (e.g., `tuple(tasks[dep] for dep in deps)`) for dependencies when evaluating nodes. This isolates the references safely, prevents the cycle, and marginally improves hot path performance by reducing dictionary lookups. + + +## 2026-05-15 — Performance Optimizations in Workflow Engine + + Learning: + We optimized engine execution by using generator expressions with empty fallback fast-paths (`tuple(x for x in y) if y else ()`) to avoid tuple memory allocations, and using the walrus operator (`:=`) to combine dictionary `get` lookups and validation. + + Action: + In hot path execution graphs, use `tuple(tasks[d] for d in deps) if deps else ()` to bypass generator allocations for edge nodes entirely. Combine dictionary lookups with the walrus operator to avoid double-lookups or KeyError risks. + +## 2026-05-17 — Safe Dependency Upgrades + +Learning: +Continuous dependency upgrades are essential for security and reliability, but strict static analysis tools like `mypy` should have their major versions constrained to prevent sudden CI breakage. + +Action: +Upgraded locked dependencies using `uv lock --upgrade` while explicitly constraining mypy<2. + +## 2026-05-20 — Error Observability & Logging Tracebacks + +Learning: +When handling failures gracefully inside a DAG execution engine (where exceptions are caught and wrapped into `TaskError` objects rather than crashing the process), logging only `logger.error("... %s", e)` discards the stack traceback. This severely limits observability and forces developers to guess where the task actually failed inside their custom logic. + +Action: +Inside `except` blocks dealing with arbitrary user-code failures, always use `logger.exception(...)` instead of `logger.error(...)`. This natively appends the full traceback to the application logs while still safely swallowing the exception at runtime to prevent process crashes. diff --git a/.jules/warden.md b/.jules/warden.md index 840aab3..f21d411 100644 --- a/.jules/warden.md +++ b/.jules/warden.md @@ -1,3 +1,11 @@ +2026-05-12 — Assessment & Lifecycle +Observation / Pruned: +The prior agent, BOLT, successfully implemented an optimization resolving a memory leak in DAG execution by replacing application-level `asyncio.Task` dictionaries passed directly into `_run_node` with isolated task lists, breaking a circular reference loop. The tests confirm structural integrity. +Entropy Pruned: 0 lines. Codebase remains at zero-bloat state. + +Alignment / Deferred: +Safe dependency bumps were verified. Explicitly locked `mypy` below version 2 within `pyproject.toml` to prevent strict analysis pipeline failure while upgrading other frameworks. Version safely bumped to `0.1.26`. + 2026-05-05 — Assessment & Lifecycle Observation / Pruned: Verified structural soundness of the codebase. The fast-fail mechanism correctly utilizes `asyncio.wait` ensuring no unawaited coroutines leak. Scanned for dead code via `vulture`; remaining flags are confirmed as FastAPI/Pydantic false positives. Codebase zero-bloat state holds intact. Entropy Pruned: 0 lines. @@ -171,3 +179,9 @@ Observation / Pruned: Assessed micro-optimization for `functools.partial` using exact type checking. No dead code pruned today; codebase maintains structural zero-bloat state. Alignment / Deferred: Deferred major version bumps for strict analysis tooling (`mypy<2`) as standard procedure. Documented strict type checking exception rules for hot-path evaluation constraints. + +2026-05-12 — Assessment & Lifecycle +Observation / Pruned: +No dead code observed; BOLT's _run_node optimization and fail-fast test coverage are structurally sound. +Alignment / Deferred: +Safely bumped uvicorn, ruff, and idna to latest minor/patch versions; pinned mypy to <2 to prevent breaking changes. diff --git a/CHANGELOG.md b/CHANGELOG.md index 846c37f..21c1cb6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,14 @@ All notable changes to this project will be documented in this file. +## [0.1.26] - 2026-05-12 + +* **[QA Status]:** Verified structural soundness of the circular reference / memory leak fix within DAG evaluation. Core tests pass seamlessly without introducing side effects. +* **[Entropy Pruned]:** 0 lines. Codebase zero-bloat state holds intact. +* **[Dependencies Bumped]:** Successfully locked `mypy<2` to preserve strict typing while allowing other dependencies to bump minor/patch versions safely via `uv lock --upgrade`. +* **[Docs Updated]:** Appended ledger record to `.jules/warden.md` validating the memory pipeline corrections. +* **[Release]:** v0.1.26 cut, tagged, and ready. + ## [0.1.25] - 2026-05-07 * **[QA Status]**: Verified structural soundness of the `functools.partial` unwrapping optimization. The exact type checking (`type(...) is functools.partial`) was evaluated to safely handle the hot-path execution loop without introducing regressions or breaking fast-fail mechanisms. diff --git a/pyproject.toml b/pyproject.toml index 69c2e94..16f69bc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "catalyst" -version = "0.1.25" +version = "0.1.26" description = "High-performance workflow engine for complex pipelines. 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"__call__") and inspect.iscoroutinefunction( + base_func.__call__ + ): + is_async = True self._is_async[name] = is_async self._predecessors[name] = ( @@ -131,8 +136,7 @@ async def _run_node( ) try: - func = self.tasks.get(node) - if func is None: + if (func := self.tasks.get(node)) is None: raise KeyError(f"Task {node!r} not found") timeout = self._timeouts.get(node) is_async = self._is_async.get(node, False) @@ -146,7 +150,7 @@ async def _run_node( return result except Exception as e: - logger.error("Task %r failed: %s", node, e) + logger.exception("Task %r failed", node) return TaskError(node, e) async def execute(self) -> dict[str, Any]: @@ -166,7 +170,8 @@ async def execute(self) -> dict[str, Any]: for node in self._cached_topo_order: deps = self._predecessors.get(node, []) - dep_tasks = tuple(tasks[dep] for dep in deps) + # Fast-path fallback to () avoids generator allocation overhead for edge nodes + dep_tasks = tuple(tasks[dep] for dep in deps) if deps else () tasks[node] = 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