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Add result curve discovery dashboard

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admin
2026-06-30 13:35:07 +08:00
parent 2d7d54ba13
commit 7d6e1692b1
10 changed files with 554 additions and 22 deletions
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3
backend/app/agents/evaluation_agent.py
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@@ -39,8 +39,9 @@ def evaluate_project() -> dict:
expectations = {
"left_nav_dataset": "数据集" in frontend_text and "#datasets" in frontend_text,
"upload_ui": "uploadDatasetFiles" in frontend_text and "labels" in frontend_text and "masks" in frontend_text,
"loss_result_ui": "loss" in frontend_text.lower() and "heatmap" in frontend_text.lower(),
"loss_result_ui": "loss" in frontend_text.lower() and "heatmap" in frontend_text.lower() and "CurvePanel" in frontend_text,
"dataset_api": "/api/datasets" in backend_text and "api_upload_dataset_files" in backend_text,
"curve_api": "/api/results/curves" in backend_text,
"coverage_api": "/api/coverage" in backend_text and coverage["task_build_passed"],
"visual_tools": "visual.yolo11_heatmap_v2" in catalog["task_types"] and "visual.fps" in catalog["task_types"],
"yolo_dataset_tools": "dataset.yolo_txt_sort" in catalog["task_types"] and "dataset.yolo_resize" in catalog["task_types"],

5
backend/app/agents/validation_agent.py
View File

@@ -12,6 +12,7 @@ from ..acceptance import run_live_acceptance
from ..catalog import get_catalog
from ..config import settings
from ..coverage import get_coverage_report
from ..modules.results.service import scan_training_curves
from ..modules.system.service import get_conda_envs, get_gpus
from ..modules.weights.service import load_manifest
@@ -53,6 +54,8 @@ def validate_project(run_build: bool = False) -> dict:
checks.append({"name": "task_buildability", "passed": coverage["task_build_passed"], "detail": coverage["task_build_checks"]})
checks.append({"name": "script_coverage_user_facing", "passed": not coverage["unmapped_user_scripts"], "detail": coverage})
checks.append({"name": "weights_manifest_present", "passed": manifest.get("count", 0) >= 1})
curves = scan_training_curves()
checks.append({"name": "training_curves_detected", "passed": len(curves) >= 1, "detail": {"count": len(curves), "examples": [item["relative_path"] for item in curves[:5]]}})
checks.append({"name": "gpus_query", "passed": bool(get_gpus().get("available"))})
env_names = [item["name"] for item in get_conda_envs().get("envs", [])]
checks.append({"name": "task_env_exists", "passed": settings.task_conda_env in env_names, "detail": {"env": settings.task_conda_env}})
@@ -95,10 +98,12 @@ def validate_project(run_build: bool = False) -> dict:
health = _fetch(f"{backend_url}/api/health")
datasets = _fetch(f"{backend_url}/api/datasets")
live_coverage = _fetch(f"{backend_url}/api/coverage")
live_curves = _fetch(f"{backend_url}/api/results/curves")
frontend = _fetch(frontend_url)
checks.append({"name": "live_backend_health", "passed": health["passed"] and '"ok":true' in health.get("body", "").replace(" ", ""), "detail": health})
checks.append({"name": "live_dataset_api", "passed": datasets["passed"] and datasets.get("body", "").lstrip().startswith("["), "detail": datasets})
checks.append({"name": "live_coverage_api", "passed": live_coverage["passed"] and '"task_build_passed":true' in live_coverage.get("body", "").replace(" ", ""), "detail": live_coverage})
checks.append({"name": "live_training_curves_api", "passed": live_curves["passed"] and live_curves.get("body", "").lstrip().startswith("["), "detail": live_curves})
checks.append({"name": "live_frontend_index", "passed": frontend["passed"] and "Seg Data Server" in frontend.get("body", ""), "detail": frontend})
if os.getenv("SEG_VALIDATE_ACCEPTANCE", "1") == "1":
acceptance = run_live_acceptance(backend_url)