Files
wehub-resource-sync 4b6817381b
CI (OpenClaw E2E) / openclaw test (push) Has been cancelled
CI / coverage-report (push) Has been cancelled
CI / test-kubernetes (push) Has been cancelled
CI / should-run-thorough (push) Has been cancelled
CI / test-thorough (cloudwatch-demo) (push) Has been cancelled
CI / test-thorough (flink-ecs) (push) Has been cancelled
CI / test-thorough (upstream-lambda) (push) Has been cancelled
CI / test-thorough (prefect-ecs-fargate) (push) Has been cancelled
Release / build-binaries (zip, opensre.exe, onefile, windows-latest, windows-x64) (push) Has been cancelled
Benchmark image — build + push to ECR (any adapter) / build + push (push) Has been cancelled
CI / quality (ubuntu-latest) (push) Has been cancelled
CI / test (tools-runtime) (push) Has been cancelled
CI / test (e2e-general) (push) Has been cancelled
CI / test (cli-runtime) (push) Has been cancelled
CI / test (e2e-provider-and-openclaw) (push) Has been cancelled
CI / test (integrations-and-misc) (push) Has been cancelled
Release / verify (push) Has been cancelled
Release / build-python-dist (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-15-intel, darwin-x64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-latest, darwin-arm64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04, linux-x64) (push) Has been cancelled
Release / publish-release (push) Has been cancelled
Release / publish-main-release (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-checks (no-LLM) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-live shard ${{ matrix.shard_index }} (push) Has been cancelled
Release / prepare (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04-arm, linux-arm64) (push) Has been cancelled
Synthetic Deterministic Tests / Synthetic offline (deterministic) (push) Has been cancelled
chore: import upstream snapshot with attribution
2026-07-13 13:10:45 +08:00

198 lines
6.4 KiB
Python

"""Gather integration evidence for a conversational shell answer.
The bounded think -> call-tools -> observe loop lives in the decoupled
:func:`core.agent_harness.turns.evidence_driver.gather_tool_evidence`. This module is the terminal adapter:
it renders each gathering step to the console and persists the gathered tool
calls into the shell's session storage, then hands the collected observation back
to :func:`interactive_shell.runtime.answer_turn.answer_shell_question`.
"""
from __future__ import annotations
import contextlib
import json
from typing import Any
from rich.console import Console
from rich.markup import escape
from core.agent_harness.turns import evidence_driver
from core.agent_harness.turns.evidence_driver import GatherAgentFactory
from surfaces.interactive_shell.session import Session
from surfaces.interactive_shell.ui import DIM
from surfaces.interactive_shell.utils.error_handling.exception_reporting import report_exception
from surfaces.shared.tool_labels import tool_short_label, tool_source_label
# Cap so a chatty tool result can't blow up persistence writes.
_MAX_PER_TOOL_CHARS = 4_000
# Keys most likely to distinguish back-to-back calls to the same tool.
_GATHER_INPUT_HINT_KEYS: tuple[str, ...] = (
"metric_name",
"query",
"search",
"filter",
"expression",
"promql",
"service_name",
"owner",
"repo",
"log_group",
"monitor_id",
"alert_id",
"issue_id",
"trace_id",
"span_id",
"dashboard_uid",
"panel_id",
"from",
"to",
"time_range",
)
class _ShellGatherErrorReporter:
"""Minimal :class:`core.agent_harness.ports.ErrorReporter` over ``report_exception``."""
def report(self, exc: BaseException, *, context: str, expected: bool = False) -> None:
report_exception(exc, context=context, expected=expected)
def _truncate_hint(text: str, *, max_len: int = 48) -> str:
compact = " ".join(text.split())
if len(compact) <= max_len:
return compact
return f"{compact[: max_len - 1]}…"
def _tool_input_hint(tool_input: Any) -> str:
if not isinstance(tool_input, dict):
return ""
hints: list[str] = []
seen: set[str] = set()
for key in _GATHER_INPUT_HINT_KEYS:
value = tool_input.get(key)
if value in (None, "", [], {}):
continue
rendered = _truncate_hint(str(value))
if not rendered or rendered in seen:
continue
seen.add(rendered)
hints.append(rendered)
if len(hints) >= 2:
break
return " · ".join(hints)
def _format_gathering_progress_line(
tool_name: str,
tool_input: Any,
*,
repeat_index: int,
) -> str:
source = tool_source_label(tool_name)
label = tool_short_label(tool_name, source)
call_display = f"{source} · {label}" if label else source
if repeat_index > 1:
call_display = f"{call_display} ({repeat_index})"
safe_display = escape(call_display)
hint = _tool_input_hint(tool_input)
if hint:
return f"· gathering via {safe_display}{escape(hint)}…"
return f"· gathering via {safe_display}…"
def _resolve_gather_integrations(
session: Session,
message: str,
resolved_integrations: dict[str, Any] | None = None,
) -> dict[str, Any]:
"""Resolve gather integrations through the decoupled agent helper."""
return evidence_driver._resolve_gather_integrations( # noqa: SLF001
session, message, resolved_integrations=resolved_integrations
)
def _truncate(text: str, limit: int) -> str:
if len(text) <= limit:
return text
return text[:limit] + f"\n…[truncated, {len(text)} chars total]"
def _persist_tool_calls(session: Session, executed: list[tuple[Any, Any]]) -> None:
"""Record each gathered tool-call result into the session log.
Arguments and results are redacted and bounded before writing; failures are
swallowed so logging never breaks the turn.
"""
from core.agent_harness.session import default_session_storage
from platform.observability.trace.redaction import redact_sensitive
storage = default_session_storage()
for tc, output in executed:
with contextlib.suppress(Exception):
body = (
output
if isinstance(output, str)
else json.dumps(redact_sensitive(output), default=str)
)
arguments = (
redact_sensitive(tc.input) if isinstance(tc.input, dict) else {"value": tc.input}
)
storage.append_tool_call(
session.session_id,
tool=str(tc.name),
arguments=arguments,
result=_truncate(body, _MAX_PER_TOOL_CHARS),
ok=not (isinstance(output, dict) and "error" in output),
)
def gather_integration_tool_evidence(
message: str,
session: Session,
console: Console,
*,
is_tty: bool | None = None,
agent_factory: GatherAgentFactory | None = None,
resolved_integrations: dict[str, Any] | None = None,
) -> str | None:
"""Run a bounded tool-calling loop and return collected evidence, or None.
Returns a formatted observation block when at least one tool was executed;
otherwise ``None`` so the caller falls back to the normal text-only answer.
``resolved_integrations`` is the turn's resolved view; it is forwarded so the
gather phase reuses it instead of resolving again.
"""
tool_call_counts: dict[str, int] = {}
def on_progress(kind: str, data: dict[str, Any]) -> None:
if kind == "tool_start":
name = str(data.get("name", "")).strip() or "tool"
tool_call_counts[name] = tool_call_counts.get(name, 0) + 1
line = _format_gathering_progress_line(
name,
data.get("input"),
repeat_index=tool_call_counts[name],
)
console.print(f"[{DIM}]{line}[/]")
elif kind == "gather_cancelled":
console.print(f"[{DIM}]· gathering cancelled[/]")
def persist(executed: list[tuple[Any, Any]]) -> None:
_persist_tool_calls(session, executed)
return evidence_driver.gather_tool_evidence(
message,
session,
on_progress=on_progress,
persist=persist,
error_reporter=_ShellGatherErrorReporter(),
is_tty=is_tty,
agent_factory=agent_factory,
resolved_integrations=resolved_integrations,
)
__all__ = ["gather_integration_tool_evidence"]