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https://github.com/crewAIInc/crewAI.git
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fix: make plot node selection smoother
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This commit is contained in:
@@ -19,6 +19,7 @@ repos:
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language: system
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pass_filenames: true
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types: [python]
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exclude: ^(lib/crewai/src/crewai/cli/templates/|lib/crewai/tests/|lib/crewai-tools/tests/)
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- repo: https://github.com/astral-sh/uv-pre-commit
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rev: 0.9.3
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hooks:
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@@ -1,12 +1,10 @@
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from crewai.flow.flow import Flow, and_, listen, or_, router, start
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from crewai.flow.persistence import persist
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from crewai.flow.visualization import (
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FlowStructure,
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build_flow_structure,
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print_structure_summary,
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structure_to_dict,
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visualize_flow_structure,
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)
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from crewai.flow.flow import Flow, and_, listen, or_, router, start
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from crewai.flow.persistence import persist
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__all__ = [
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@@ -17,9 +15,7 @@ __all__ = [
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"listen",
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"or_",
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"persist",
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"print_structure_summary",
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"router",
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"start",
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"structure_to_dict",
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"visualize_flow_structure",
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]
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@@ -3,8 +3,6 @@
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from crewai.flow.visualization.builder import (
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build_flow_structure,
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calculate_execution_paths,
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print_structure_summary,
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structure_to_dict,
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)
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from crewai.flow.visualization.renderers import render_interactive
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from crewai.flow.visualization.types import FlowStructure, NodeMetadata, StructureEdge
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@@ -18,8 +16,6 @@ __all__ = [
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"StructureEdge",
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"build_flow_structure",
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"calculate_execution_paths",
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"print_structure_summary",
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"render_interactive",
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"structure_to_dict",
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"visualize_flow_structure",
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]
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File diff suppressed because it is too large
Load Diff
@@ -66,19 +66,19 @@
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<div class="legend-title">Edge Types</div>
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<div class="legend-item">
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<svg width="24" height="12" style="margin-right: 12px;">
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<line x1="0" y1="6" x2="24" y2="6" stroke="'{{ CREWAI_ORANGE }}'" stroke-width="2"/>
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<line x1="0" y1="6" x2="24" y2="6" stroke="'{{ CREWAI_ORANGE }}'" stroke-width="2" stroke-dasharray="5,5"/>
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</svg>
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<span>Router Paths</span>
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</div>
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<div class="legend-item">
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<svg width="24" height="12" style="margin-right: 12px;">
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<line x1="0" y1="6" x2="24" y2="6" stroke="'{{ GRAY }}'" stroke-width="2"/>
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<svg width="24" height="12" style="margin-right: 12px;" class="legend-or-line">
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<line x1="0" y1="6" x2="24" y2="6" stroke="var(--edge-or-color)" stroke-width="2"/>
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</svg>
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<span>OR Conditions</span>
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</div>
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<div class="legend-item">
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<svg width="24" height="12" style="margin-right: 12px;">
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<line x1="0" y1="6" x2="24" y2="6" stroke="'{{ CREWAI_ORANGE }}'" stroke-width="2" stroke-dasharray="5,5"/>
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<line x1="0" y1="6" x2="24" y2="6" stroke="'{{ CREWAI_ORANGE }}'" stroke-width="2"/>
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</svg>
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<span>AND Conditions</span>
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</div>
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@@ -12,6 +12,7 @@
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--shadow-strong: rgba(0, 0, 0, 0.15);
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--edge-label-text: '{{ GRAY }}';
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--edge-label-bg: rgba(255, 255, 255, 0.8);
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--edge-or-color: #000000;
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}
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[data-theme="dark"] {
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@@ -28,6 +29,7 @@
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--shadow-strong: rgba(0, 0, 0, 0.5);
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--edge-label-text: #c9d1d9;
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--edge-label-bg: rgba(22, 27, 34, 0.9);
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--edge-or-color: #ffffff;
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}
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@keyframes dash {
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@@ -1,14 +1,15 @@
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"""Flow structure builder for analyzing Flow execution."""
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from __future__ import annotations
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from collections import defaultdict
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import inspect
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from typing import TYPE_CHECKING, Any
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from crewai.flow.constants import OR_CONDITION
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from crewai.flow.constants import AND_CONDITION, OR_CONDITION
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from crewai.flow.flow_wrappers import FlowCondition
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from crewai.flow.types import FlowMethodName
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from crewai.flow.utils import (
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_extract_all_methods_recursive,
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is_flow_condition_dict,
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is_simple_flow_condition,
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)
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@@ -21,7 +22,7 @@ if TYPE_CHECKING:
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def _extract_direct_or_triggers(
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condition: str | dict[str, Any] | list[Any],
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condition: str | dict[str, Any] | list[Any] | FlowCondition,
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) -> list[str]:
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"""Extract direct OR-level trigger strings from a condition.
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@@ -43,16 +44,15 @@ def _extract_direct_or_triggers(
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if isinstance(condition, str):
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return [condition]
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if isinstance(condition, dict):
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cond_type = condition.get("type", "OR")
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cond_type = condition.get("type", OR_CONDITION)
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conditions_list = condition.get("conditions", [])
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if cond_type == "OR":
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if cond_type == OR_CONDITION:
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strings = []
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for sub_cond in conditions_list:
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strings.extend(_extract_direct_or_triggers(sub_cond))
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return strings
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else:
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return []
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return []
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if isinstance(condition, list):
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strings = []
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for item in condition:
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@@ -64,7 +64,7 @@ def _extract_direct_or_triggers(
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def _extract_all_trigger_names(
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condition: str | dict[str, Any] | list[Any],
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condition: str | dict[str, Any] | list[Any] | FlowCondition,
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) -> list[str]:
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"""Extract ALL trigger names from a condition for display purposes.
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@@ -101,6 +101,76 @@ def _extract_all_trigger_names(
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return []
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def _create_edges_from_condition(
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condition: str | dict[str, Any] | list[Any] | FlowCondition,
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target: str,
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nodes: dict[str, NodeMetadata],
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) -> list[StructureEdge]:
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"""Create edges from a condition tree, preserving AND/OR semantics.
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This function recursively processes the condition tree and creates edges
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with the appropriate condition_type for each trigger.
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For AND conditions, all triggers get edges with condition_type="AND".
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For OR conditions, triggers get edges with condition_type="OR".
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Args:
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condition: The condition tree (string, dict, or list).
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target: The target node name.
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nodes: Dictionary of all nodes for validation.
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Returns:
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List of StructureEdge objects representing the condition.
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"""
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edges: list[StructureEdge] = []
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if isinstance(condition, str):
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if condition in nodes:
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edges.append(
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StructureEdge(
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source=condition,
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target=target,
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condition_type=OR_CONDITION,
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is_router_path=False,
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)
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)
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elif callable(condition) and hasattr(condition, "__name__"):
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method_name = condition.__name__
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if method_name in nodes:
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edges.append(
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StructureEdge(
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source=method_name,
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target=target,
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condition_type=OR_CONDITION,
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is_router_path=False,
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)
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)
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elif isinstance(condition, dict):
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cond_type = condition.get("type", OR_CONDITION)
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conditions_list = condition.get("conditions", [])
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if cond_type == AND_CONDITION:
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triggers = _extract_all_trigger_names(condition)
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edges.extend(
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StructureEdge(
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source=trigger,
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target=target,
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condition_type=AND_CONDITION,
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is_router_path=False,
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)
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for trigger in triggers
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if trigger in nodes
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)
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else:
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for sub_cond in conditions_list:
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edges.extend(_create_edges_from_condition(sub_cond, target, nodes))
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elif isinstance(condition, list):
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for item in condition:
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edges.extend(_create_edges_from_condition(item, target, nodes))
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return edges
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def build_flow_structure(flow: Flow[Any]) -> FlowStructure:
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"""Build a structure representation of a Flow's execution.
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@@ -228,28 +298,22 @@ def build_flow_structure(flow: Flow[Any]) -> FlowStructure:
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nodes[method_name] = node_metadata
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for listener_name, condition_data in flow._listeners.items():
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condition_type: str | None = None
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trigger_methods_list: list[str] = []
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if is_simple_flow_condition(condition_data):
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cond_type, methods = condition_data
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condition_type = cond_type
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trigger_methods_list = [str(m) for m in methods]
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elif is_flow_condition_dict(condition_data):
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condition_type = condition_data.get("type", OR_CONDITION)
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methods_recursive = _extract_all_methods_recursive(condition_data, flow)
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trigger_methods_list = [str(m) for m in methods_recursive]
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edges.extend(
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StructureEdge(
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source=str(trigger_method),
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target=str(listener_name),
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condition_type=condition_type,
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is_router_path=False,
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edges.extend(
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StructureEdge(
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source=str(trigger_method),
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target=str(listener_name),
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condition_type=cond_type,
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is_router_path=False,
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)
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for trigger_method in methods
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if str(trigger_method) in nodes
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)
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elif is_flow_condition_dict(condition_data):
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edges.extend(
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_create_edges_from_condition(condition_data, str(listener_name), nodes)
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)
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for trigger_method in trigger_methods_list
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if trigger_method in nodes
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)
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for router_method_name in router_methods:
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if router_method_name not in flow._router_paths:
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@@ -299,76 +363,6 @@ def build_flow_structure(flow: Flow[Any]) -> FlowStructure:
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)
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def structure_to_dict(structure: FlowStructure) -> dict[str, Any]:
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"""Convert FlowStructure to plain dictionary for serialization.
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Args:
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structure: FlowStructure to convert.
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Returns:
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Plain dictionary representation.
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"""
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return {
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"nodes": dict(structure["nodes"]),
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"edges": list(structure["edges"]),
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"start_methods": list(structure["start_methods"]),
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"router_methods": list(structure["router_methods"]),
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}
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def print_structure_summary(structure: FlowStructure) -> str:
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"""Generate human-readable summary of Flow structure.
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Args:
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structure: FlowStructure to summarize.
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Returns:
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Formatted string summary.
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"""
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lines: list[str] = []
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lines.append("Flow Execution Structure")
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lines.append("=" * 50)
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lines.append(f"Total nodes: {len(structure['nodes'])}")
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lines.append(f"Total edges: {len(structure['edges'])}")
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lines.append(f"Start methods: {len(structure['start_methods'])}")
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lines.append(f"Router methods: {len(structure['router_methods'])}")
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lines.append("")
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if structure["start_methods"]:
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lines.append("Start Methods:")
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for method_name in structure["start_methods"]:
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node = structure["nodes"][method_name]
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lines.append(f" - {method_name}")
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if node.get("condition_type"):
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lines.append(f" Condition: {node['condition_type']}")
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if node.get("trigger_methods"):
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lines.append(f" Triggers on: {', '.join(node['trigger_methods'])}")
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lines.append("")
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if structure["router_methods"]:
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lines.append("Router Methods:")
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for method_name in structure["router_methods"]:
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node = structure["nodes"][method_name]
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lines.append(f" - {method_name}")
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if node.get("router_paths"):
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lines.append(f" Paths: {', '.join(node['router_paths'])}")
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lines.append("")
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if structure["edges"]:
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lines.append("Connections:")
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for edge in structure["edges"]:
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edge_type = ""
|
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if edge["is_router_path"]:
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edge_type = " [Router Path]"
|
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elif edge["condition_type"]:
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edge_type = f" [{edge['condition_type']}]"
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lines.append(f" {edge['source']} -> {edge['target']}{edge_type}")
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lines.append("")
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return "\n".join(lines)
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|
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|
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def calculate_execution_paths(structure: FlowStructure) -> int:
|
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"""Calculate number of possible execution paths through the flow.
|
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|
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@@ -396,6 +390,15 @@ def calculate_execution_paths(structure: FlowStructure) -> int:
|
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return 0
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|
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def count_paths_from(node: str, visited: set[str]) -> int:
|
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"""Recursively count execution paths from a given node.
|
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|
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Args:
|
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node: Node name to start counting from.
|
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visited: Set of already visited nodes to prevent cycles.
|
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|
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Returns:
|
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Number of execution paths from this node to terminal nodes.
|
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"""
|
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if node in terminal_nodes:
|
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return 1
|
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|
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|
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@@ -10,8 +10,6 @@ import pytest
|
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from crewai.flow.flow import Flow, and_, listen, or_, router, start
|
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from crewai.flow.visualization import (
|
||||
build_flow_structure,
|
||||
print_structure_summary,
|
||||
structure_to_dict,
|
||||
visualize_flow_structure,
|
||||
)
|
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|
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@@ -144,65 +142,6 @@ def test_build_flow_structure_with_and_or_conditions():
|
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assert len(or_edges) == 2
|
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|
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|
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def test_structure_to_dict():
|
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"""Test converting flow structure to dictionary format."""
|
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flow = SimpleFlow()
|
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structure = build_flow_structure(flow)
|
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dag_dict = structure_to_dict(structure)
|
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|
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assert "nodes" in dag_dict
|
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assert "edges" in dag_dict
|
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assert "start_methods" in dag_dict
|
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assert "router_methods" in dag_dict
|
||||
|
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assert "begin" in dag_dict["nodes"]
|
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assert "process" in dag_dict["nodes"]
|
||||
|
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begin_node = dag_dict["nodes"]["begin"]
|
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assert begin_node["type"] == "start"
|
||||
assert "method_signature" in begin_node
|
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assert "source_code" in begin_node
|
||||
|
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assert len(dag_dict["edges"]) == 1
|
||||
edge = dag_dict["edges"][0]
|
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assert "source" in edge
|
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assert "target" in edge
|
||||
assert "condition_type" in edge
|
||||
assert "is_router_path" in edge
|
||||
|
||||
|
||||
def test_structure_to_dict_with_router():
|
||||
"""Test dictionary conversion for flow with router."""
|
||||
flow = RouterFlow()
|
||||
structure = build_flow_structure(flow)
|
||||
dag_dict = structure_to_dict(structure)
|
||||
|
||||
decide_node = dag_dict["nodes"]["decide"]
|
||||
assert decide_node["type"] == "router"
|
||||
assert decide_node["is_router"] is True
|
||||
|
||||
if "router_paths" in decide_node:
|
||||
assert len(decide_node["router_paths"]) >= 1
|
||||
|
||||
router_edges = [edge for edge in dag_dict["edges"] if edge["is_router_path"]]
|
||||
assert len(router_edges) >= 1
|
||||
|
||||
|
||||
def test_structure_to_dict_with_complex_conditions():
|
||||
"""Test dictionary conversion for flow with complex conditions."""
|
||||
flow = ComplexFlow()
|
||||
structure = build_flow_structure(flow)
|
||||
dag_dict = structure_to_dict(structure)
|
||||
|
||||
converge_and_node = dag_dict["nodes"]["converge_and"]
|
||||
assert converge_and_node["condition_type"] == "AND"
|
||||
assert "trigger_condition" in converge_and_node
|
||||
assert converge_and_node["trigger_condition"]["type"] == "AND"
|
||||
|
||||
converge_or_node = dag_dict["nodes"]["converge_or"]
|
||||
assert converge_or_node["condition_type"] == "OR"
|
||||
|
||||
|
||||
def test_visualize_flow_structure_creates_html():
|
||||
"""Test that visualization generates valid HTML file."""
|
||||
flow = SimpleFlow()
|
||||
@@ -243,7 +182,7 @@ def test_visualize_flow_structure_creates_assets():
|
||||
|
||||
js_content = js_file.read_text(encoding="utf-8")
|
||||
assert len(js_content) > 0
|
||||
assert "var nodes" in js_content or "const nodes" in js_content
|
||||
assert "NetworkManager" in js_content
|
||||
|
||||
|
||||
def test_visualize_flow_structure_json_data():
|
||||
@@ -268,22 +207,6 @@ def test_visualize_flow_structure_json_data():
|
||||
assert "path_b" in js_content
|
||||
|
||||
|
||||
def test_print_structure_summary():
|
||||
"""Test printing flow structure summary."""
|
||||
flow = ComplexFlow()
|
||||
structure = build_flow_structure(flow)
|
||||
|
||||
output = print_structure_summary(structure)
|
||||
|
||||
assert "Total nodes:" in output
|
||||
assert "Total edges:" in output
|
||||
assert "Start methods:" in output
|
||||
assert "Router methods:" in output
|
||||
|
||||
assert "start_a" in output
|
||||
assert "start_b" in output
|
||||
|
||||
|
||||
def test_node_metadata_includes_source_info():
|
||||
"""Test that nodes include source code and line number information."""
|
||||
flow = SimpleFlow()
|
||||
@@ -364,8 +287,7 @@ def test_visualization_handles_special_characters():
|
||||
|
||||
assert len(structure["nodes"]) == 2
|
||||
|
||||
dag_dict = structure_to_dict(structure)
|
||||
json_str = json.dumps(dag_dict)
|
||||
json_str = json.dumps(structure)
|
||||
assert json_str is not None
|
||||
assert "method_with_underscore" in json_str
|
||||
assert "another_method_123" in json_str
|
||||
@@ -390,7 +312,6 @@ def test_topological_path_counting():
|
||||
"""Test that topological path counting is accurate."""
|
||||
flow = ComplexFlow()
|
||||
structure = build_flow_structure(flow)
|
||||
dag_dict = structure_to_dict(structure)
|
||||
|
||||
assert len(structure["nodes"]) > 0
|
||||
assert len(structure["edges"]) > 0
|
||||
|
||||
@@ -117,13 +117,7 @@ warn_return_any = true
|
||||
show_error_codes = true
|
||||
warn_unused_ignores = true
|
||||
python_version = "3.12"
|
||||
exclude = [
|
||||
"lib/crewai/src/crewai/cli/templates",
|
||||
"lib/crewai/tests/",
|
||||
# crewai-tools
|
||||
"lib/crewai-tools/tests/",
|
||||
"lib/crewai/src/crewai/experimental/a2a"
|
||||
]
|
||||
exclude = "(?x)(^lib/crewai/src/crewai/cli/templates/ | ^lib/crewai/tests/ | ^lib/crewai-tools/tests/)"
|
||||
plugins = ["pydantic.mypy", "crewai.mypy"]
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user