From dc0a7bc84f2c35effe7803338e88dc9b6fcd86b3 Mon Sep 17 00:00:00 2001 From: mohdcodes Date: Sun, 19 Jul 2026 16:25:54 +0530 Subject: [PATCH 1/4] Module 1: BaseAgent + Agent facade (async-core, wrap overload site #3) - BaseAgent(ABC): async arun() contract + sync run() driver that refuses to nest inside a running event loop (clear error, no deadlock). - Agent facade: composition for collaborators, async-core orchestration in final shape, sync callables run via asyncio.to_thread, async awaited directly. - Null-object seams (NullTracer/NullCostTracker/PassthroughReliability) + their Protocol contracts so Modules 2/3/4/9 swap in real impls with zero Agent edits. - observability/conventions.py: GenAI attribute-key single source of truth. - logging.py: added reset_trace_id(token). - wrap() = methodoverload site #3: @overload on BaseAgent + @overload on object catch-all (ordered, first-match-wins). methodoverload findings (documented in docs/concepts/methodoverload.md): - `from __future__ import annotations` BREAKS runtime isinstance dispatch (PEP 563 stringizes annotations) -> agent.py omits it; constrains all future overload sites. - a plain method overwrites an @overload -> every branch must be decorated. 52 tests (16 new), 97% coverage; ruff + mypy clean. DESIGN_LOG + HARD_QUESTIONS (10) + module_notes/module1.md written. Co-Authored-By: Claude Opus 4.8 (1M context) --- DESIGN_LOG.md | 72 +++++++++++ HARD_QUESTIONS.md | 52 ++++++++ agentargus/__init__.py | 3 + agentargus/agents/__init__.py | 6 + agentargus/agents/agent.py | 153 ++++++++++++++++++++++++ agentargus/agents/base.py | 49 ++++++++ agentargus/agents/seams.py | 82 +++++++++++++ agentargus/logging.py | 17 ++- agentargus/observability/__init__.py | 1 + agentargus/observability/conventions.py | 27 +++++ docs/concepts/methodoverload.md | 25 ++++ tests/unit/test_agent.py | 120 +++++++++++++++++++ tests/unit/test_overload_sites.py | 56 +++++++++ 13 files changed, 660 insertions(+), 3 deletions(-) create mode 100644 agentargus/agents/__init__.py create mode 100644 agentargus/agents/agent.py create mode 100644 agentargus/agents/base.py create mode 100644 agentargus/agents/seams.py create mode 100644 agentargus/observability/__init__.py create mode 100644 agentargus/observability/conventions.py create mode 100644 tests/unit/test_agent.py create mode 100644 tests/unit/test_overload_sites.py diff --git a/DESIGN_LOG.md b/DESIGN_LOG.md index cffc5f5..4c4df46 100644 --- a/DESIGN_LOG.md +++ b/DESIGN_LOG.md @@ -6,6 +6,78 @@ the top. --- +## Module 1 — Agents (`BaseAgent`, `Agent` facade) — 2026-07-19 + +### 1. What was built +- **`agents/base.py`** — `BaseAgent(ABC)`: abstract `arun(input) -> RunResult` + (the real contract) and a concrete `run()` that drives `arun` via + `asyncio.run`, refusing (with a clear error) to run inside an existing loop. +- **`agents/agent.py`** — `Agent(BaseAgent)`, the facade. Normalises any inner + target into one async callable; orchestrates a run in its final shape; hosts + the `wrap` overload (site #3). +- **`agents/seams.py`** — null-object seams (`NullTracer`, `NullCostTracker`, + `PassthroughReliability`) plus their `Protocol` contracts (`TracerSeam`, + `CostSeam`, `ReliabilitySeam`). +- **`observability/conventions.py`** — GenAI semantic-convention keys, single + source of truth (needed one key now; Module 2 extends it). +- **`logging.py`** — added `reset_trace_id(token)` (proper contextvar restore). + +### 2. Why this shape +- **Async-core, sync-wraps.** All orchestration lives in `arun`; `run` just + drives it. This is the biggest reuse decision in the project — reliability, + tracing, cost, HITL are written once on the async path and sync borrows them. + Cost: `run()` inside a running loop is a controlled error, not a nested loop. +- **Composition, not inheritance, for collaborators.** `Agent` *has* a tracer / + cost / reliability; it is not one. Injected as null objects now. +- **Null-object seams over `if x is not None`.** `Agent.arun` is written in its + FINAL shape today; Modules 2/3/4/9 swap real objects in with zero edits to + `Agent`. The null classes double as the documented contract each real + collaborator must satisfy. +- **Sync callables run via `asyncio.to_thread`** so a blocking user function + never stalls the event loop; async callables are awaited directly. + +### 3. Reuse points introduced +- `reset_trace_id` in `logging.py` — the sanctioned contextvar restore; `Agent` + is its first consumer. +- `observability/conventions.py` — every future span-attribute write imports its + key from here (no scattered string literals). +- The seam `Protocol`s — the single contract later collaborators implement. + +### 4. methodoverload decision — site #3 (`Agent.wrap`) +Used, and it genuinely dispatches. Two hard-won findings, both now in +`docs/concepts/methodoverload.md`: +- **`from __future__ import annotations` breaks dispatch.** PEP 563 stringizes + annotations; the library does `isinstance(value, annotation)` at runtime, and + `isinstance(x, "BaseAgent")` raises. `agent.py` therefore omits the future + import. **This constrains every future overload site** (cost, dataset, + metrics) to do the same. +- **A plain method overwrites an `@overload`.** The library only merges + `@overload`-decorated siblings. So the callable "fallback" is itself an + `@overload` dispatching on `object` (matches anything), registered *after* the + `BaseAgent` overload — first-match-wins routes `BaseAgent` to its branch and + everything else to the catch-all. This is the honest resolution of spec + §4.3's callable caution: dispatch really happens, on `object` not a fictional + `Callable`. mypy can't model this runtime pattern, so the second def carries a + scoped `# type: ignore[no-redef]` with an explanatory comment. + +### 5. Failure modes +- `run()` inside a running event loop raises rather than deadlocking — correct + for a library, but a caller who doesn't read the message may be surprised. +- Sync callables run in a worker thread, so they do **not** see the `trace_id` + contextvar (contextvars don't cross into raw threads without `copy_context`). + Documented; async callables see it correctly. If trace correlation inside sync + inner functions ever matters, we'll propagate the context explicitly. +- The generated `trace_id` (uuid4) is a placeholder until the real Tracer + (Module 2) supplies the span's trace id; the seam is designed for a clean swap. + +### 6. The one thing most likely to be asked in review +"You run sync callables in a thread — so your trace_id contextvar silently +doesn't reach them. Isn't that a correlation hole?" Answer: yes for sync inner +functions, by design (async is the primary path); the fix (`copy_context`) is +known and cheap, deferred until a real need appears. + +--- + ## Module 0 — Core (`RunResult`, config, logging, scaffold) — 2026-07-19 ### 1. What was built diff --git a/HARD_QUESTIONS.md b/HARD_QUESTIONS.md index 09994ab..fa7ae23 100644 --- a/HARD_QUESTIONS.md +++ b/HARD_QUESTIONS.md @@ -6,6 +6,58 @@ gate does not close until the owner can answer its batch in their own words. --- +## Module 1 — Agents (`BaseAgent`, `Agent` facade) + +1. You chose "async-core, sync-wraps": `run()` calls `asyncio.run(self.arun())`. + What happens if a user calls `agent.run()` from inside a Jupyter notebook + (which already runs an event loop)? Walk through exactly what your loop-guard + does and why raising is better than the alternatives (nest_asyncio, a new + thread, `run_until_complete`). + +2. Sync inner callables are executed via `asyncio.to_thread`. That means they run + in a worker thread and **cannot see** the `trace_id` contextvar. Is that a + silent observability hole? When would it bite, and what's the fix you + deliberately deferred? + +3. `Agent.wrap` uses two `@overload`s — one on `BaseAgent`, one on `object`. Why + `object` and not `typing.Callable`? Prove that ordering matters: what happens + if the `object` overload is registered *before* the `BaseAgent` one? + +4. `agent.py` is the only module without `from __future__ import annotations`. + Explain precisely why the future import is incompatible with your own + overload library. If a teammate "helpfully" adds it back, what breaks and how + would you catch it in CI? + +5. You wrapped the real collaborators as null objects. Isn't that just + over-engineering for something that does nothing? Defend null-object over a + simple `if self._tracer is not None` — in terms of what `Agent.arun` looks + like across the next four modules. + +6. `Agent` *is-a* `BaseAgent` (inheritance) but *has-a* tracer/cost/reliability + (composition). Justify each choice. Why is inheriting from `BaseAgent` + correct here but inheriting a tracer would be wrong? + +7. `run()` blocks the calling thread until `arun` completes. If someone wraps a + 30-second agent and calls `run()` in a web request handler, what's the + consequence? Is that AgentArgus's problem to solve? + +8. The facade generates its own `trace_id` even when wrapping an inner + `BaseAgent` that already produced one. Two trace_ids now exist for one + logical run — is that a bug? How will this reconcile when the real Tracer + (Module 2) creates spans with their own trace ids? + +9. You put a `# type: ignore[no-redef]` on the second `wrap`. Isn't suppressing a + type error a smell? What exactly can't mypy model here, and what would you + lose by instead not using your overload library at this site at all? + +10. `arun` sets the contextvar in a `try` and resets it in `finally`. If the + inner call raises, the exception propagates but the reset still runs — trace + it. Now: two `Agent.arun` calls running concurrently in the same event loop + — do their trace_ids leak into each other? Why or why not (contextvars + + tasks)? + +--- + ## Module 0 — Core (`RunResult`, config, logging) 1. `RunResult` is `frozen=True` and stores collections as tuples — but a `dict` diff --git a/agentargus/__init__.py b/agentargus/__init__.py index 7b8f461..ecd37dc 100644 --- a/agentargus/__init__.py +++ b/agentargus/__init__.py @@ -13,6 +13,7 @@ ConfigError, SerializationError, ) +from agentargus.agents import Agent, BaseAgent from agentargus.config import AgentArgusConfig, Judge, batch_complete from agentargus.core import ( CostBreakdown, @@ -28,6 +29,8 @@ __all__ = [ "__version__", + "Agent", + "BaseAgent", "RunResult", "Span", "ToolCall", diff --git a/agentargus/agents/__init__.py b/agentargus/agents/__init__.py new file mode 100644 index 0000000..a8f6571 --- /dev/null +++ b/agentargus/agents/__init__.py @@ -0,0 +1,6 @@ +"""Agents: the ``BaseAgent`` contract and the ``Agent`` facade.""" + +from agentargus.agents.agent import Agent +from agentargus.agents.base import BaseAgent + +__all__ = ["BaseAgent", "Agent"] diff --git a/agentargus/agents/agent.py b/agentargus/agents/agent.py new file mode 100644 index 0000000..98b2c35 --- /dev/null +++ b/agentargus/agents/agent.py @@ -0,0 +1,153 @@ +"""The ``Agent`` facade (spec §6.1) — the central abstraction of AgentArgus. + +``Agent`` wraps *any* target (a ``BaseAgent``, or an arbitrary sync/async +callable) and decorates its execution with observability, reliability, and +(later) HITL, producing a rich ``RunResult`` that eval consumes. + +Design notes: +* **Composition over inheritance** for collaborators — ``Agent`` *has* a + tracer / cost tracker / reliability policy; it is not one. They are injected + as null objects now (see ``seams.py``) and swapped for real implementations + in later modules with no change to this file. +* **Async-core, sync-wraps** — all orchestration lives in ``arun``; ``run`` is + inherited from ``BaseAgent`` and drives ``arun``. +* **``wrap`` is methodoverload site #3.** We overload on ``BaseAgent`` (clean + ``isinstance`` dispatch, verified). Plain callables have no distinct + ``isinstance`` class, so they are handled by a non-overloaded fallback — + exactly the honest limitation spec §4.3 anticipates. See DESIGN_LOG. +""" + +# NOTE: this module deliberately does NOT use ``from __future__ import +# annotations``. That import stringizes all annotations (PEP 563), and +# methodoverload dispatches via ``isinstance(value, param.annotation)`` at +# runtime — a stringized annotation is not a type, so dispatch raises +# "isinstance() arg 2 must be a type". Every module with an @overload site must +# keep real (non-stringized) annotations on the overloaded parameters. See +# DESIGN_LOG (Module 1) and docs/concepts/methodoverload.md. + +import asyncio +import inspect +import uuid +from collections.abc import Awaitable, Callable +from typing import Any + +from methodoverload import overload + +from agentargus.agents.base import BaseAgent +from agentargus.agents.seams import ( + CostSeam, + NullCostTracker, + NullTracer, + PassthroughReliability, + ReliabilitySeam, + TracerSeam, +) +from agentargus.core import RunResult +from agentargus.logging import get_logger, reset_trace_id, set_trace_id +from agentargus.observability.conventions import GEN_AI_OPERATION_NAME + +__all__ = ["Agent"] + +_logger = get_logger("agents") + + +def _new_trace_id() -> str: + """Generate a fresh correlation id for a run (uuid4 hex).""" + return uuid.uuid4().hex + + +class Agent(BaseAgent): + """Wraps an inner target and runs it with observability + reliability. + + The inner target is normalised at construction time into a single async + callable ``self._call_inner(input) -> output`` regardless of whether the + user passed a ``BaseAgent``, a sync function, or an async function. + """ + + def __init__( + self, + inner: Any, + *, + tracer: TracerSeam | None = None, + cost: CostSeam | None = None, + reliability: ReliabilitySeam | None = None, + name: str | None = None, + ) -> None: + self._inner = inner + self._name = name or getattr(inner, "__name__", type(inner).__name__) + # Null objects by default; real collaborators arrive in later modules. + self._tracer: TracerSeam = tracer or NullTracer() + self._cost: CostSeam = cost or NullCostTracker() + self._reliability: ReliabilitySeam = reliability or PassthroughReliability() + self._call_inner = self.wrap(inner) + + # ------------------------------------------------------------------ # + # wrap() — methodoverload site #3 + # ------------------------------------------------------------------ # + @overload + def wrap(self, inner: BaseAgent) -> Callable[[Any], Awaitable[Any]]: + """Wrap another ``BaseAgent``: delegate to its own ``arun`` output. + + The inner agent already returns a ``RunResult``; we surface its + ``output`` so this facade's own ``RunResult`` wraps it uniformly. + """ + + async def call(inp: Any) -> Any: + inner_result = await inner.arun(inp) + return inner_result.output + + return call + + @overload # type: ignore[no-redef] # methodoverload merges same-named @overloads at runtime; mypy models it as a redefinition + def wrap(self, inner: object) -> Callable[[Any], Awaitable[Any]]: # noqa: F811 + """Catch-all for arbitrary callables (functions, lambdas, ``__call__``). + + This IS an ``@overload`` sibling — but it dispatches on ``object``, not a + fictional ``Callable`` type, because callables share no distinct + ``isinstance`` class (verified). ``object`` matches anything; since the + ``BaseAgent`` overload is registered first and first-match-wins, only + non-``BaseAgent`` targets reach here. (A plain, undecorated method would + instead OVERWRITE the ``BaseAgent`` overload — the library only merges + ``@overload``-decorated siblings — so both must be decorated. See + DESIGN_LOG.) Both sync and async callables are supported; sync ones run + via ``to_thread`` so they never block the event loop. + """ + if not callable(inner): + raise TypeError( + f"Agent inner target must be a BaseAgent or a callable, " + f"got {type(inner).__name__!r}." + ) + + if inspect.iscoroutinefunction(inner): + + async def call_async(inp: Any) -> Any: + return await inner(inp) + + return call_async + + async def call_sync(inp: Any) -> Any: + # Run blocking sync work off the event loop. + return await asyncio.to_thread(inner, inp) + + return call_sync + + # ------------------------------------------------------------------ # + # Orchestration — written in final shape; seams are null objects for now + # ------------------------------------------------------------------ # + async def arun(self, input: Any) -> RunResult: + trace_id = _new_trace_id() + token = set_trace_id(trace_id) + try: + _logger.debug("agent.run start name=%s", self._name) + with self._tracer.span("agent.run", **{GEN_AI_OPERATION_NAME: "invoke_agent"}): + output = await self._reliability(self._call_inner, input) + cost = self._cost.total() + _logger.info("agent.run done name=%s cost=$%.4f", self._name, cost.total_cost) + return RunResult( + output=output, + trace_id=trace_id, + cost=cost, + metadata={"agent_name": self._name}, + ) + finally: + reset_trace_id(token) diff --git a/agentargus/agents/base.py b/agentargus/agents/base.py new file mode 100644 index 0000000..cc57d59 --- /dev/null +++ b/agentargus/agents/base.py @@ -0,0 +1,49 @@ +"""The ``BaseAgent`` abstraction (spec §6.1). + +``BaseAgent`` defines the contract every agent and wrapper implements. The real +work is async (``arun``) so that reliability, tracing, cost, and HITL are all +written once on a single code path (the "async-core, sync-wraps" decision). The +synchronous ``run`` is a thin driver over ``arun`` — it exists only for callers +who are not in an async context. +""" + +from __future__ import annotations + +import asyncio +from abc import ABC, abstractmethod +from typing import Any + +from agentargus.core import RunResult + +__all__ = ["BaseAgent"] + + +class BaseAgent(ABC): + """Abstract base for anything that can be run and produce a ``RunResult``.""" + + @abstractmethod + async def arun(self, input: Any) -> RunResult: + """Asynchronously run the agent and return a ``RunResult``. + + This is the single real implementation point. Subclasses put all of + their orchestration here; ``run`` borrows it. + """ + raise NotImplementedError + + def run(self, input: Any) -> RunResult: + """Synchronously run the agent by driving ``arun`` to completion. + + Deliberately refuses to run inside an already-running event loop rather + than nesting loops (which deadlocks or requires fragile hacks). A caller + already in async code should ``await agent.arun(...)`` directly. The + error message says exactly that. + """ + try: + asyncio.get_running_loop() + except RuntimeError: + # No running loop — the normal synchronous case. + return asyncio.run(self.arun(input)) + raise RuntimeError( + "Agent.run() cannot be called from within a running event loop. " + "Use 'await agent.arun(input)' instead." + ) diff --git a/agentargus/agents/seams.py b/agentargus/agents/seams.py new file mode 100644 index 0000000..025ecdf --- /dev/null +++ b/agentargus/agents/seams.py @@ -0,0 +1,82 @@ +"""Null-object seams for the Agent facade. + +Module 1 builds the ``Agent`` orchestration in its **final shape**, but the +collaborators it calls (tracer, cost tracker, reliability policy, HITL) arrive +in later modules. Rather than litter ``Agent.arun`` with ``if self._x is not +None`` checks that would never go away, we inject **null objects**: minimal +implementations that satisfy the seam contract and do nothing. + +When Module 2 (tracer), 3 (cost), 4 (reliability), and 9 (HITL) land, they +provide real objects with the same interface and are swapped in with **zero +changes** to ``Agent``. The null objects also double as the documented contract +each real collaborator must honour. +""" + +from __future__ import annotations + +from collections.abc import Awaitable, Callable +from contextlib import contextmanager +from typing import TYPE_CHECKING, Any, Protocol + +from agentargus.core import CostBreakdown + +if TYPE_CHECKING: + from collections.abc import Iterator + +__all__ = [ + "TracerSeam", + "CostSeam", + "ReliabilitySeam", + "NullTracer", + "NullCostTracker", + "PassthroughReliability", +] + + +class TracerSeam(Protocol): + """Contract for the observability tracer (real impl: Module 2).""" + + def span(self, name: str, **attributes: Any) -> Any: + """Return a context manager representing one execution span.""" + ... + + +class CostSeam(Protocol): + """Contract for the cost tracker (real impl: Module 3).""" + + def total(self) -> CostBreakdown: + """Return the accumulated cost for the current run.""" + ... + + +class ReliabilitySeam(Protocol): + """Contract for the reliability policy (real impl: Module 4). + + A reliability policy is an async callable that runs ``fn(inp)`` under + whatever strategies it composes (retry, fallback, breaker) and returns the + result — or re-raises if it cannot recover. + """ + + async def __call__(self, fn: Callable[[Any], Awaitable[Any]], inp: Any) -> Any: ... + + +class NullTracer: + """A tracer that records nothing. Its ``span`` is a no-op context manager.""" + + @contextmanager + def span(self, name: str, **attributes: Any) -> Iterator[None]: + yield None + + +class NullCostTracker: + """A cost tracker that always reports zero cost.""" + + def total(self) -> CostBreakdown: + return CostBreakdown() + + +class PassthroughReliability: + """A reliability policy that applies no strategies — just calls ``fn``.""" + + async def __call__(self, fn: Callable[[Any], Awaitable[Any]], inp: Any) -> Any: + return await fn(inp) diff --git a/agentargus/logging.py b/agentargus/logging.py index 2e173c9..6bc7ddd 100644 --- a/agentargus/logging.py +++ b/agentargus/logging.py @@ -23,10 +23,16 @@ import os import sys import threading -from contextvars import ContextVar +from contextvars import ContextVar, Token from typing import Any -__all__ = ["get_logger", "configure_logging", "set_trace_id", "get_trace_id"] +__all__ = [ + "get_logger", + "configure_logging", + "set_trace_id", + "get_trace_id", + "reset_trace_id", +] # --------------------------------------------------------------------------- # # Trace correlation via contextvars @@ -34,11 +40,16 @@ _trace_id_var: ContextVar[str | None] = ContextVar("agentargus_trace_id", default=None) -def set_trace_id(trace_id: str | None) -> object: +def set_trace_id(trace_id: str | None) -> Token[str | None]: """Bind ``trace_id`` for the current context; return a reset token.""" return _trace_id_var.set(trace_id) +def reset_trace_id(token: Token[str | None]) -> None: + """Restore the trace_id to what it was before the matching ``set_trace_id``.""" + _trace_id_var.reset(token) + + def get_trace_id() -> str | None: """Return the trace_id bound to the current context, if any.""" return _trace_id_var.get() diff --git a/agentargus/observability/__init__.py b/agentargus/observability/__init__.py new file mode 100644 index 0000000..bbd3241 --- /dev/null +++ b/agentargus/observability/__init__.py @@ -0,0 +1 @@ +"""Observability: tracing, cost accounting, and GenAI semantic conventions.""" diff --git a/agentargus/observability/conventions.py b/agentargus/observability/conventions.py new file mode 100644 index 0000000..b60445f --- /dev/null +++ b/agentargus/observability/conventions.py @@ -0,0 +1,27 @@ +"""GenAI semantic-convention attribute keys — the single source of truth. + +Every span-attribute write across AgentArgus imports its key from here, so +there are no magic strings scattered across modules (a reuse point per spec +§6.2). These follow the OpenTelemetry GenAI semantic conventions. + +NOTE: the OTel GenAI conventions are still evolving. The subset defined here is +what Module 1 needs; Module 2 (Tracer) extends this list. Keys are kept as plain +constants so a convention rename is a one-line change here, not a scatter-gun +edit. **VERIFY against the current OTel spec before adding new keys.** +""" + +from __future__ import annotations + +__all__ = [ + "GEN_AI_SYSTEM", + "GEN_AI_OPERATION_NAME", + "GEN_AI_REQUEST_MODEL", + "GEN_AI_USAGE_INPUT_TOKENS", + "GEN_AI_USAGE_OUTPUT_TOKENS", +] + +GEN_AI_SYSTEM = "gen_ai.system" +GEN_AI_OPERATION_NAME = "gen_ai.operation.name" +GEN_AI_REQUEST_MODEL = "gen_ai.request.model" +GEN_AI_USAGE_INPUT_TOKENS = "gen_ai.usage.input_tokens" +GEN_AI_USAGE_OUTPUT_TOKENS = "gen_ai.usage.output_tokens" diff --git a/docs/concepts/methodoverload.md b/docs/concepts/methodoverload.md index 1e9a538..02eb409 100644 --- a/docs/concepts/methodoverload.md +++ b/docs/concepts/methodoverload.md @@ -84,6 +84,31 @@ correctly. `classmethod`/`staticmethod` are supported by placing `@overload` 6. **Caching:** `OverloadedFunction` memoises resolutions by `(name, args, kwargs)`. Fine for our sites; be wary in hot inner loops (spec §4 "measure"). +## ⚠️ Critical gotcha: `from __future__ import annotations` breaks dispatch + +Dispatch does `isinstance(value, param.annotation)` on the **raw** annotation. +`from __future__ import annotations` (PEP 563) turns every annotation into a +**string** (`"BaseAgent"` instead of the class), and `isinstance(x, "BaseAgent")` +raises `TypeError: isinstance() arg 2 must be a type`. `methodoverload` does not +resolve stringized annotations. + +**Rule:** any module containing an `@overload` site must **omit** `from +__future__ import annotations`, and the overloaded parameters must carry real +(non-stringized) type annotations. Discovered in Module 1 (`agent.py` drops the +future import for exactly this reason). Verified empirically. This applies to +every planned site: `cost.py` (#2), `dataset.py` (#1), `metrics/base.py` (#4). + +## Second gotcha: a plain method OVERWRITES an `@overload` + +The library only merges siblings that are **both** `@overload`-decorated (it +finds them via frame inspection of the class namespace). If you write one +`@overload def wrap` followed by a plain `def wrap`, the plain one simply rebinds +the name and the overload is lost — silently. So a "catch-all fallback" must +itself be `@overload`-decorated. Because arbitrary callables have no distinct +`isinstance` class, the catch-all dispatches on **`object`** (which matches +anything) and is registered **after** the specific overload, so first-match-wins +routes correctly. Verified in Module 1's `Agent.wrap`. + ## Where AgentArgus uses it (and why it fits) | Site | Method | Dispatch types | Why overload beats an `isinstance` ladder | diff --git a/tests/unit/test_agent.py b/tests/unit/test_agent.py new file mode 100644 index 0000000..7cb4f4e --- /dev/null +++ b/tests/unit/test_agent.py @@ -0,0 +1,120 @@ +"""Tests for BaseAgent + Agent facade (spec §8: wrap, run/arun, trace_id).""" + +from __future__ import annotations + +import asyncio +import io +import json +from typing import Any + +import pytest +from agentargus.agents import Agent, BaseAgent +from agentargus.core import RunResult +from agentargus.logging import configure_logging, get_logger, get_trace_id + + +class TestWrapCallable: + def test_wraps_sync_callable_and_run_returns_run_result(self) -> None: + agent = Agent(lambda x: f"echo:{x}") + result = agent.run("hi") + assert isinstance(result, RunResult) + assert result.output == "echo:hi" + + def test_wraps_async_callable(self) -> None: + async def inner(x: str) -> str: + await asyncio.sleep(0) + return f"async:{x}" + + result = Agent(inner).run("hi") + assert result.output == "async:hi" + + async def test_arun_path(self) -> None: + result = await Agent(lambda x: x * 2).arun(21) + assert result.output == 42 + + def test_non_callable_non_agent_raises(self) -> None: + with pytest.raises(TypeError, match="BaseAgent or a callable"): + Agent(42) # an int is neither + + +class TestWrapBaseAgent: + def test_wraps_inner_base_agent(self) -> None: + class Inner(BaseAgent): + async def arun(self, input: Any) -> RunResult: + return RunResult(output=f"inner:{input}", trace_id="inner-tid") + + outer = Agent(Inner()) + result = outer.run("x") + # The facade surfaces the inner agent's output, wrapped in its own result. + assert result.output == "inner:x" + assert result.trace_id != "inner-tid" # outer generates its own trace_id + + def test_base_agent_overload_dispatches_not_overwritten(self) -> None: + # Regression guard: the BaseAgent @overload must survive alongside the + # object catch-all overload (a plain method would overwrite it). + calls: list[str] = [] + + class Inner(BaseAgent): + async def arun(self, input: Any) -> RunResult: + calls.append("inner.arun") + return RunResult(output="ok", trace_id="t") + + Agent(Inner()).run("x") + assert calls == ["inner.arun"] # proves the BaseAgent branch ran + + +class TestRunResultAssembly: + def test_trace_id_is_populated(self) -> None: + result = Agent(lambda x: x).run("x") + assert result.trace_id + assert len(result.trace_id) == 32 # uuid4 hex + + def test_metadata_carries_agent_name(self) -> None: + def my_agent(x: str) -> str: + return x + + result = Agent(my_agent).run("x") + assert result.metadata["agent_name"] == "my_agent" + + def test_cost_is_zero_with_null_tracker(self) -> None: + result = Agent(lambda x: x).run("x") + assert result.cost.total_cost == 0.0 + + +class TestTraceCorrelation: + def test_trace_id_bound_during_run_and_cleared_after(self) -> None: + seen: dict[str, str | None] = {} + + def inner(x: str) -> str: + seen["during"] = get_trace_id() + return x + + # Note: sync callable runs in a worker thread (to_thread), so it will + # NOT see the contextvar unless propagated. Assert the async path here. + async def ainner(x: str) -> str: + seen["during"] = get_trace_id() + return x + + result = Agent(ainner).run("x") + assert seen["during"] == result.trace_id + assert get_trace_id() is None # cleared after run + + def test_trace_id_in_logs(self) -> None: + stream = io.StringIO() + configure_logging(level="DEBUG", color=False, json_format=True, stream=stream) + + async def ainner(x: str) -> str: + get_logger("test").info("inside run") + return x + + result = Agent(ainner).run("x") + lines = [json.loads(ln) for ln in stream.getvalue().strip().splitlines() if ln] + inside = [ln for ln in lines if ln["message"] == "inside run"] + assert inside and inside[0]["trace_id"] == result.trace_id + + +class TestSyncLoopGuard: + async def test_run_inside_running_loop_raises(self) -> None: + agent = Agent(lambda x: x) + with pytest.raises(RuntimeError, match="within a running event loop"): + agent.run("x") # we are already inside the asyncio test loop diff --git a/tests/unit/test_overload_sites.py b/tests/unit/test_overload_sites.py new file mode 100644 index 0000000..987d158 --- /dev/null +++ b/tests/unit/test_overload_sites.py @@ -0,0 +1,56 @@ +"""Cross-cutting tests for every methodoverload dispatch site (spec §8). + +As each overload site lands, its dispatch assertions accumulate here so there is +one place proving the owner's own library is used correctly and the type +dispatch actually happens (rather than silently collapsing to one impl). + +Sites: + #3 Agent.wrap(inner) — BaseAgent overload vs. object catch-all (Module 1) + #1 EvalDataset.load — str/list/dict (Module 6) + #2 CostTracker.add_usage (Module 3) + #4 Metric.compute — RunResult/dict (Module 5) +""" + +from __future__ import annotations + +from typing import Any + +from agentargus.agents import Agent, BaseAgent +from agentargus.core import RunResult + + +class TestWrapSite: + """Site #3: dispatch on BaseAgent vs. everything-else (object).""" + + def _make(self) -> Agent: + return Agent(lambda x: x) + + def test_base_agent_branch_selected(self) -> None: + class Inner(BaseAgent): + async def arun(self, input: Any) -> RunResult: + return RunResult(output="inner", trace_id="t") + + wrapped = self._make().wrap(Inner()) + # The BaseAgent branch returns a coroutine-producing callable. + assert callable(wrapped) + + def test_callable_branch_selected_for_function(self) -> None: + wrapped = self._make().wrap(lambda x: x) + assert callable(wrapped) + + def test_callable_branch_selected_for_callable_object(self) -> None: + class CallMe: + def __call__(self, x: Any) -> Any: + return x + + wrapped = self._make().wrap(CallMe()) + assert callable(wrapped) + + def test_end_to_end_dispatch_produces_correct_output(self) -> None: + # Prove the two branches produce genuinely different behaviour. + class Inner(BaseAgent): + async def arun(self, input: Any) -> RunResult: + return RunResult(output="from-base-agent", trace_id="t") + + assert Agent(Inner()).run("x").output == "from-base-agent" + assert Agent(lambda x: "from-callable").run("x").output == "from-callable" From ab9359c92cd46446d70316d4c5e4c49d832ec0ff Mon Sep 17 00:00:00 2001 From: mohdcodes Date: Sun, 19 Jul 2026 16:31:35 +0530 Subject: [PATCH 2/4] build: adopt uv for reproducible dev env + lockfile - Add uv.lock (committed) and .python-version (3.12) for reproducible installs. - README: document the uv dev workflow (uv venv / uv pip install / uv run). - CI: switch to astral-sh/setup-uv; install + run ruff/mypy/pytest via uv, driving each matrix Python (3.10/3.11/3.12) explicitly so .python-version doesn't override the matrix. - .venv is gitignored; deps stay declared in pyproject.toml (uv.lock is the lockfile, no requirements.txt needed). All 52 tests green inside the isolated .venv. Co-Authored-By: Claude Opus 4.8 (1M context) --- .github/workflows/ci.yml | 27 +- .python-version | 1 + README.md | 17 +- uv.lock | 2478 ++++++++++++++++++++++++++++++++++++++ 4 files changed, 2507 insertions(+), 16 deletions(-) create mode 100644 .python-version create mode 100644 uv.lock diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 2f35942..f5cd0da 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -14,22 +14,20 @@ jobs: python-version: ["3.10", "3.11", "3.12"] steps: - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + - name: Install uv + uses: astral-sh/setup-uv@v5 with: - python-version: ${{ matrix.python-version }} - - name: Install - run: | - python -m pip install --upgrade pip - pip install -e ".[dev]" + enable-cache: true + - name: Install (uv, pinned interpreter) + run: uv pip install --system --python ${{ matrix.python-version }} -e ".[dev]" - name: Ruff lint - run: ruff check . + run: uv run --python ${{ matrix.python-version }} ruff check . - name: Ruff format check - run: ruff format --check . + run: uv run --python ${{ matrix.python-version }} ruff format --check . - name: Mypy - run: mypy agentargus + run: uv run --python ${{ matrix.python-version }} mypy agentargus - name: Pytest - run: pytest --cov=agentargus --cov-report=xml --cov-report=term-missing + run: uv run --python ${{ matrix.python-version }} pytest --cov=agentargus --cov-report=xml --cov-report=term-missing e2e: # End-to-end demo runs separately and does not block the merge gate (spec §10). @@ -39,10 +37,9 @@ jobs: continue-on-error: true steps: - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: "3.11" + - name: Install uv + uses: astral-sh/setup-uv@v5 - name: Install - run: pip install -e ".[dev]" + run: uv pip install --system --python 3.11 -e ".[dev]" - name: Run demo (placeholder until Module 10) run: echo "e2e demo lands in Module 10" diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..e4fba21 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.12 diff --git a/README.md b/README.md index bf2a2ff..37328e5 100644 --- a/README.md +++ b/README.md @@ -12,13 +12,28 @@ Wrap any agent (a callable, a LangGraph graph, a `BaseAgent`) and get, uniformly > **Status:** early development (`0.1.0.dev0`). Built module-by-module per the [implementation spec](IMPLEMENTAION.md). See [DESIGN_LOG.md](DESIGN_LOG.md) for the decision record. -## Install +## Install (users) ```bash pip install agentargus # minimal runtime pip install "agentargus[dev]" # + test/lint/judge-adapter tooling ``` +## Develop (with uv) + +This project uses [uv](https://docs.astral.sh/uv/) for a reproducible dev +environment (`uv.lock` is committed; Python pinned in `.python-version`). + +```bash +uv venv # create .venv (uses .python-version -> 3.12) +uv pip install -e ".[dev]" # install project + dev tooling into .venv +uv run pytest # run the test suite +uv run ruff check . # lint +uv run mypy agentargus # type-check +``` + +`uv sync` will also install straight from the lockfile once you have a `.venv`. + ## Design docs - [DESIGN.md](DESIGN.md) — problem, scope, non-goals. diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..3791c1a --- /dev/null +++ b/uv.lock @@ -0,0 +1,2478 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + 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"trace_ids nest, don't compete" model an explicit tested invariant. - agent.py: docstring note on the one-trace_id-per-arun / nesting semantics. - test: Agent-wrapping-Agent gives the inner its own trace_id, then restores the outer's (contextvar token nesting); context fully clears on unwind. - Clarified that only Agent participates in the trace-id scheme; a bare BaseAgent inherits the surrounding context (correct, not a bug). 53 tests green; ruff + mypy clean. Co-Authored-By: Claude Opus 4.8 (1M context) --- agentargus/agents/agent.py | 8 ++++++++ tests/unit/test_agent.py | 30 ++++++++++++++++++++++++++++++ 2 files changed, 38 insertions(+) diff --git a/agentargus/agents/agent.py b/agentargus/agents/agent.py index 98b2c35..a24d88d 100644 --- a/agentargus/agents/agent.py +++ b/agentargus/agents/agent.py @@ -135,6 +135,14 @@ async def call_sync(inp: Any) -> Any: # Orchestration — written in final shape; seams are null objects for now # ------------------------------------------------------------------ # async def arun(self, input: Any) -> RunResult: + # Trace model: exactly ONE trace_id per arun() call — including a nested + # inner agent's own arun(). When agents nest, trace_ids NEST rather than + # compete: the inner call's set_trace_id shadows the outer's for its + # duration, and reset_trace_id (via the contextvar token) restores the + # outer's afterward. So logs emitted during the inner run carry the inner + # id; logs during the outer run carry the outer id. Module 2's OTel + # Tracer formalises this as a parent/child span tree; today they are + # independent-but-nested ids, never merged. trace_id = _new_trace_id() token = set_trace_id(trace_id) try: diff --git a/tests/unit/test_agent.py b/tests/unit/test_agent.py index 7cb4f4e..9bf0395 100644 --- a/tests/unit/test_agent.py +++ b/tests/unit/test_agent.py @@ -99,6 +99,36 @@ async def ainner(x: str) -> str: assert seen["during"] == result.trace_id assert get_trace_id() is None # cleared after run + def test_nested_agents_get_distinct_nested_trace_ids(self) -> None: + # Trace model: each Agent.arun() sets its OWN trace_id. When one Agent + # delegates to another Agent, the inner run shadows the outer's id for + # its duration, then the outer's is restored (contextvar token nesting). + # The two ids NEST — they do not compete or merge. + # + # NOTE: this holds specifically because the inner is a real ``Agent`` + # (which calls set_trace_id). A *bare* BaseAgent that never sets an id + # would simply inherit the outer's context — that is correct behaviour, + # not a bug: only Agent participates in the trace-id scheme. + seen: dict[str, str | None] = {} + inner_agent = Agent(lambda x: x, name="inner") + + async def delegating(x: Any) -> Any: + seen["outer_during"] = get_trace_id() + inner_result = await inner_agent.arun(x) + seen["inner_own"] = inner_result.trace_id + seen["outer_after_inner"] = get_trace_id() + return inner_result.output + + outer_result = Agent(delegating, name="outer").run("x") + + # The inner Agent produced its own, distinct trace_id. + assert seen["inner_own"] != seen["outer_during"] + # After the inner returned, the outer's trace_id was restored (nesting). + assert seen["outer_after_inner"] == seen["outer_during"] + assert seen["outer_during"] == outer_result.trace_id + # And the context is fully cleared once everything unwinds. + assert get_trace_id() is None + def test_trace_id_in_logs(self) -> None: stream = io.StringIO() configure_logging(level="DEBUG", color=False, json_format=True, stream=stream) From 20960b71144726aaa330b81fb1c9e6bd85b8e6b0 Mon Sep 17 00:00:00 2001 From: mohdcodes Date: Sun, 19 Jul 2026 17:26:38 +0530 Subject: [PATCH 4/4] fixed --- .github/workflows/ci.yml | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index f5cd0da..7807c29 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -14,10 +14,16 @@ jobs: python-version: ["3.10", "3.11", "3.12"] steps: - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} - name: Install uv uses: astral-sh/setup-uv@v5 with: enable-cache: true + # setup-uv installs uv only, not interpreters; setup-python (above) + # provides the matrix Python so `uv --system` can find it. - name: Install (uv, pinned interpreter) run: uv pip install --system --python ${{ matrix.python-version }} -e ".[dev]" - name: Ruff lint @@ -37,6 +43,10 @@ jobs: continue-on-error: true steps: - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.11" - name: Install uv uses: astral-sh/setup-uv@v5 - name: Install