Report device actions as dispatched and preserve full failure details. Route Flash through McpActionExecutor and use ToolFailure across helper tools and agent loops instead of inferring failure from response text. Require model-provided descriptions for coordinate targets. Keep observed element metadata separate from those descriptions in safety checks, visual summaries, history, and frontend labels. Add Gemini Interactions API video analysis with configurable processing mode, chunk size, and timeouts. Centralize Google provider capabilities and token usage normalization, and update google-genai to 2.22.0. Preserve system instructions on follow-up interactions, replan pending chunks when falling back to static processing, and reject unanswered native video and audio segments instead of caching placeholder results. Keep helper-tool failure status intact through history tools and committee calls. Validation: 1,762 Python unit tests passed (3 skipped), 40 frontend formatter tests passed, and the production UI build completed. Ruff lint, formatting, the quality ratchet, and git diff checks passed.
238 lines
7.9 KiB
Python
238 lines
7.9 KiB
Python
# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import re
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from typing import Any
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from langchain_core.tools.base import BaseTool
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from pydantic import BaseModel, Field
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from artemis.core.tool_failure import ToolFailure
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from artemis.context import ArtemisContext
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from artemis.data_engine.trace import trace_langchain_tool
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from artemis.drivers.base import BaseDeviceDriver
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from artemis.graph.state import State
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from artemis.tools.base import ArtemisTool, ToolCategory
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from artemis.tools.mobile.log_utils import fetch_and_filter_logs
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from artemis.utils.logger import get_logger
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logger = get_logger(__name__)
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# pylint: disable=too-many-branches,too-many-locals,too-many-statements
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def search_and_merge_logs(
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logs: str,
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keyword: str,
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context_lines: int = 50,
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is_regex: bool = False,
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) -> str:
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"""Searches for keyword/pattern in logs and merges overlapping context windows."""
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log_lines = logs.splitlines()
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if is_regex:
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try:
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pattern = re.compile(keyword, re.IGNORECASE)
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except re.error as e:
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return ToolFailure(f"Error: Invalid regex: {e}")
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else:
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keyword_lower = keyword.lower()
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# 1. Collect all raw match ranges
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ranges = []
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for i, line in enumerate(log_lines):
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matched = False
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if is_regex:
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if pattern.search(line):
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matched = True
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else:
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if keyword_lower in line.lower():
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matched = True
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if matched:
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start = max(0, i - context_lines)
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end = min(len(log_lines), i + context_lines + 1)
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ranges.append((start, end, i))
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if not ranges:
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return f"No matches found for '{keyword}'."
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# 2. Merge overlapping/adjacent ranges
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ranges.sort(key=lambda x: x[0])
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merged_ranges = []
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curr_start, curr_end, curr_matches = (
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ranges[0][0],
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ranges[0][1],
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[ranges[0][2]],
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)
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for start, end, match_idx in ranges[1:]:
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if start <= curr_end: # Overlaps or adjacent
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curr_end = max(curr_end, end)
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curr_matches.append(match_idx)
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else:
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merged_ranges.append((curr_start, curr_end, curr_matches))
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curr_start = start
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curr_end = end
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curr_matches = [match_idx]
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merged_ranges.append((curr_start, curr_end, curr_matches))
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# 3. Format output
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matches = []
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total_lines = 0
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max_return_lines = 300
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truncated = False
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for start, end, match_indices in merged_ranges:
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if total_lines >= max_return_lines:
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truncated = True
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break
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match_str = ", ".join(map(str, match_indices))
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matches.append(f"--- Match at line(s) {match_str} ---")
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for idx in range(start, end):
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line_content = log_lines[idx]
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if idx in match_indices:
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matches.append(f"{idx:4d}: [MATCH] {line_content}")
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else:
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matches.append(f"{idx:4d}: {line_content}")
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total_lines += 1
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if total_lines >= max_return_lines:
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truncated = True
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break
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matches.append("-" * 20)
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if truncated:
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matches.append(
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"\n... [SYSTEM WARNING: Output truncated to protect Context Window."
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" Too many matches exceeded the 300 lines limit. You MUST use a"
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" more specific keyword, narrow the time range, or use"
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" context_lines=0.] ..."
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)
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return "\n".join(matches)
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class SearchLogsArgs(BaseModel):
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"""Arguments schema for search_logs tool."""
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keyword: str = Field(
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...,
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description=("The keyword or regular expression to search for. Case-insensitive."),
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)
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is_regex: bool = Field(
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default=False,
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description=("Whether to treat keyword as a regular expression. Default is False."),
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)
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lines: int | None = Field(
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default=10000,
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description=("Number of recent log lines to search in. Default is 10000."),
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)
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since_time: str | None = Field(
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default=None,
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description=(
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"Target timestamp in 'MM-DD HH:MM:SS.ms' format OR relative seconds"
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" (e.g., '15.5') to search logs since. If provided, we will search"
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" logs starting from this time."
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),
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)
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until_time: str | None = Field(
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default=None,
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description=(
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"Target timestamp in 'MM-DD HH:MM:SS.ms' format OR relative seconds"
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" (e.g., '20.0') to search logs until. If provided, we will filter"
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" logs up to this time."
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),
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)
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context_lines: int | None = Field(
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default=0,
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description=(
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"Number of lines to include before and after each match for"
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" context. Default is 0. Only increase if you need more context"
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" around a very specific match."
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),
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)
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SEARCH_LOGS_DOCSTRING = (
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"[DIAGNOSTIC] Searches logs for a keyword or regex pattern.\n\n"
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"- Use when: Looking for specific errors, tags, or keywords without"
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" reading all logs.\n"
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"- Input: keyword (str): Search pattern. is_regex (bool, optional):"
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" Treat keyword as regex. context_lines (int, optional): Lines around"
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" match. since_time (str, optional): Timestamp or relative seconds to"
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" search since. until_time (str, optional): Timestamp or relative seconds"
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" to search until.\n"
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"- Output: Matching lines with context."
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)
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class SearchLogsTool(ArtemisTool):
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"""Universal tool for searching logs for keywords or regex patterns."""
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def __init__(self, category: ToolCategory = "diagnostic"):
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super().__init__(
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name="search_logs",
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description=SEARCH_LOGS_DOCSTRING,
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args_schema=SearchLogsArgs,
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category=category,
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)
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# pylint: disable=too-many-arguments,too-many-positional-arguments,too-many-locals
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async def execute(
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self,
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driver: BaseDeviceDriver | None = None, # pylint: disable=unused-argument
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ctx: ArtemisContext | None = None,
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keyword: str = "",
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is_regex: bool = False,
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lines: int | None = 10000,
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since_time: str | None = None,
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until_time: str | None = None,
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context_lines: int | None = 0,
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tool_call_id: str | None = None, # pylint: disable=unused-argument
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state: State | None = None, # pylint: disable=unused-argument
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**kwargs: Any,
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) -> str:
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try:
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num_lines = 10000 if lines is None else lines
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ctx_lines = 0 if context_lines is None else context_lines
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logs = fetch_and_filter_logs(
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ctx=ctx,
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lines=num_lines,
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since_time=since_time,
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until_time=until_time,
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)
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return search_and_merge_logs(
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logs=logs,
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keyword=keyword,
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context_lines=ctx_lines,
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is_regex=is_regex,
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)
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except Exception as e: # pylint: disable=broad-exception-caught
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logger.error(f"Failed to search logs: {e}")
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return ToolFailure(f"Error searching logs: {e}")
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# Universal tool instance & aliases
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search_logs = SearchLogsTool()
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SearchLogs = SearchLogsTool
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SearchLogsToolAlias = SearchLogsTool
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def get_search_logs_tool(ctx: ArtemisContext) -> BaseTool:
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"""Exports search_logs as a LangChain BaseTool."""
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return trace_langchain_tool(search_logs.to_langchain_tool(ctx), ctx)
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