feat: add pipeline health checks module and CLI runner
- Create health/ package with HealthStatus, HealthCheck, HealthReport - Add check_motion_freshness, check_embedding_coverage, check_llm_coverage - Add scripts/health_check.py CLI with text/JSON output and exit codes - Add comprehensive tests for core, checks, and CLI P4-005: Pipeline health checks
This commit is contained in:
@@ -0,0 +1,42 @@
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from dataclasses import dataclass
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from enum import Enum
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from typing import List
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class HealthStatus(Enum):
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OK = "ok"
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WARNING = "warning"
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CRITICAL = "critical"
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@dataclass
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class HealthCheck:
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name: str
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status: HealthStatus
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message: str
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details: dict
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@dataclass
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class HealthReport:
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checks: List[HealthCheck]
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@property
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def status(self) -> HealthStatus:
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if any(c.status == HealthStatus.CRITICAL for c in self.checks):
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return HealthStatus.CRITICAL
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if any(c.status == HealthStatus.WARNING for c in self.checks):
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return HealthStatus.WARNING
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return HealthStatus.OK
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@property
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def exit_code(self) -> int:
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if self.status == HealthStatus.CRITICAL:
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return 2
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if self.status == HealthStatus.WARNING:
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return 1
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return 0
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def run_checks(checks: List[HealthCheck]) -> HealthReport:
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return HealthReport(checks=checks)
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@@ -0,0 +1,140 @@
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from datetime import datetime, timedelta
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from typing import Any, Dict, Optional
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from health import HealthCheck, HealthStatus
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def check_motion_freshness(
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conn: Any,
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max_age_days: int = 7,
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min_motions: int = 100,
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) -> HealthCheck:
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try:
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result = conn.execute(
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"SELECT COUNT(*) FROM motions WHERE date >= ?",
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[datetime.now() - timedelta(days=max_age_days)],
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).fetchone()
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count = result[0] if result else 0
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except Exception as e:
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return HealthCheck(
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name="motion_freshness",
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status=HealthStatus.CRITICAL,
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message=f"Could not query motion freshness: {e}",
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details={},
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)
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if count == 0:
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return HealthCheck(
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name="motion_freshness",
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status=HealthStatus.CRITICAL,
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message=f"No motions in last {max_age_days} days",
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details={"count": 0, "threshold": max_age_days},
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)
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if count < min_motions:
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return HealthCheck(
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name="motion_freshness",
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status=HealthStatus.WARNING,
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message=f"Only {count} motions in last {max_age_days} days (expected >= {min_motions})",
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details={"count": count, "threshold": max_age_days, "min_expected": min_motions},
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)
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return HealthCheck(
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name="motion_freshness",
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status=HealthStatus.OK,
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message=f"{count} motions in last {max_age_days} days",
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details={"count": count, "threshold": max_age_days},
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)
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def check_embedding_coverage(
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conn: Any,
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min_coverage: float = 0.95,
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) -> HealthCheck:
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try:
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total_result = conn.execute("SELECT COUNT(*) FROM motions").fetchone()
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total = total_result[0] if total_result else 0
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if total == 0:
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return HealthCheck(
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name="embedding_coverage",
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status=HealthStatus.CRITICAL,
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message="No motions in database",
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details={"total": 0, "with_embeddings": 0, "coverage": 0.0},
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)
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embed_result = conn.execute(
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"SELECT COUNT(DISTINCT motion_id) FROM fused_embeddings"
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).fetchone()
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with_embeddings = embed_result[0] if embed_result else 0
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coverage = with_embeddings / total
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except Exception as e:
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return HealthCheck(
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name="embedding_coverage",
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status=HealthStatus.CRITICAL,
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message=f"Could not query embedding coverage: {e}",
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details={},
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)
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if coverage < min_coverage:
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return HealthCheck(
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name="embedding_coverage",
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status=HealthStatus.WARNING,
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message=f"Embedding coverage {coverage:.1%} (expected >= {min_coverage:.0%})",
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details={"total": total, "with_embeddings": with_embeddings, "coverage": coverage},
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)
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return HealthCheck(
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name="embedding_coverage",
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status=HealthStatus.OK,
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message=f"Embedding coverage {coverage:.1%}",
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details={"total": total, "with_embeddings": with_embeddings, "coverage": coverage},
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)
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def check_llm_coverage(
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conn: Any,
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max_missing_ratio: float = 0.15,
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) -> HealthCheck:
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try:
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total_result = conn.execute("SELECT COUNT(*) FROM motions").fetchone()
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total = total_result[0] if total_result else 0
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if total == 0:
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return HealthCheck(
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name="llm_coverage",
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status=HealthStatus.CRITICAL,
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message="No motions in database",
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details={"total": 0, "missing": 0, "missing_ratio": 0.0},
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)
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missing_result = conn.execute(
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"SELECT COUNT(*) FROM motions WHERE layman_explanation IS NULL OR layman_explanation = ''"
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).fetchone()
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missing = missing_result[0] if missing_result else 0
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missing_ratio = missing / total
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except Exception as e:
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return HealthCheck(
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name="llm_coverage",
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status=HealthStatus.CRITICAL,
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message=f"Could not query LLM coverage: {e}",
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details={},
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)
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if missing_ratio > max_missing_ratio:
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return HealthCheck(
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name="llm_coverage",
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status=HealthStatus.CRITICAL,
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message=f"{missing_ratio:.1%} missing layman explanations ({missing}/{total})",
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details={"total": total, "missing": missing, "missing_ratio": missing_ratio},
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)
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if missing_ratio > 0.05:
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return HealthCheck(
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name="llm_coverage",
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status=HealthStatus.WARNING,
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message=f"{missing_ratio:.1%} missing layman explanations ({missing}/{total})",
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details={"total": total, "missing": missing, "missing_ratio": missing_ratio},
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)
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return HealthCheck(
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name="llm_coverage",
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status=HealthStatus.OK,
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message=f"{missing_ratio:.1%} missing layman explanations ({missing}/{total})",
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details={"total": total, "missing": missing, "missing_ratio": missing_ratio},
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)
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@@ -0,0 +1,98 @@
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#!/usr/bin/env python3
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"""Pipeline health check CLI runner.
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Exit codes:
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0 = all healthy
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1 = any warning
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2 = any critical
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"""
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import argparse
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import json
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import sys
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import duckdb
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from config import config
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from health import run_checks
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from health.checks import check_embedding_coverage, check_llm_coverage, check_motion_freshness
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def main() -> int:
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parser = argparse.ArgumentParser(description="Check pipeline health")
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parser.add_argument(
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"--format",
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choices=["text", "json"],
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default="text",
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help="Output format",
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)
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parser.add_argument(
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"--threshold-days",
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type=int,
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default=7,
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help="Max age in days for motion freshness check",
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)
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parser.add_argument(
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"--min-embed-coverage",
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type=float,
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default=0.95,
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help="Minimum embedding coverage ratio",
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)
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parser.add_argument(
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"--max-missing-llm",
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type=float,
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default=0.15,
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help="Maximum missing layman explanation ratio",
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)
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args = parser.parse_args()
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try:
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conn = duckdb.connect(config.DATABASE_PATH)
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except Exception as e:
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print(f"CRITICAL: Could not connect to database: {e}", file=sys.stderr)
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return 2
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checks = [
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check_motion_freshness(conn, max_age_days=args.threshold_days),
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check_embedding_coverage(conn, min_coverage=args.min_embed_coverage),
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check_llm_coverage(conn, max_missing_ratio=args.max_missing_llm),
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]
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report = run_checks(checks)
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if args.format == "json":
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output = {
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"status": report.status.value,
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"exit_code": report.exit_code,
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"checks": [
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{
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"name": c.name,
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"status": c.status.value,
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"message": c.message,
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"details": c.details,
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}
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for c in report.checks
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],
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}
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print(json.dumps(output, indent=2))
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else:
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status_emoji = {"ok": "✅", "warning": "⚠️", "critical": "❌"}
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print(f"Health Report: {status_emoji.get(report.status.value, '?')} {report.status.value.upper()}")
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print("-" * 50)
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for check in report.checks:
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emoji = status_emoji.get(check.status.value, "?")
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print(f"{emoji} {check.name}: {check.message}")
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if check.details:
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for key, value in check.details.items():
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print(f" {key}: {value}")
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try:
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conn.close()
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except Exception:
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pass
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return report.exit_code
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if __name__ == "__main__":
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sys.exit(main())
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@@ -0,0 +1,69 @@
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import sys
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from unittest.mock import MagicMock, patch
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import pytest
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from scripts.health_check import main
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class TestHealthCheckCLI:
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@patch("scripts.health_check.duckdb.connect")
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@patch("scripts.health_check.config")
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def test_all_ok_exits_0(self, mock_config, mock_connect):
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mock_config.DATABASE_PATH = "/fake/db"
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mock_conn = MagicMock()
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mock_conn.execute.return_value.fetchone.side_effect = [
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[150], # motion count
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[100], # total motions
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[100], # embeddings count
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[100], # total motions
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[0], # missing explanations
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]
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mock_connect.return_value = mock_conn
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with patch.object(sys, "argv", ["health_check"]):
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exit_code = main()
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assert exit_code == 0
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@patch("scripts.health_check.duckdb.connect")
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@patch("scripts.health_check.config")
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def test_critical_exits_2(self, mock_config, mock_connect):
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mock_config.DATABASE_PATH = "/fake/db"
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mock_conn = MagicMock()
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mock_conn.execute.return_value.fetchone.side_effect = [
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[0], # no recent motions
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[100], # total motions
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[100], # embeddings count
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[100], # total motions
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[0], # missing explanations
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]
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mock_connect.return_value = mock_conn
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with patch.object(sys, "argv", ["health_check"]):
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exit_code = main()
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assert exit_code == 2
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@patch("scripts.health_check.duckdb.connect")
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@patch("scripts.health_check.config")
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def test_json_format(self, mock_config, mock_connect, capsys):
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mock_config.DATABASE_PATH = "/fake/db"
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mock_conn = MagicMock()
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mock_conn.execute.return_value.fetchone.side_effect = [
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[150], [100], [100], [100], [0]
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]
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mock_connect.return_value = mock_conn
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with patch.object(sys, "argv", ["health_check", "--format", "json"]):
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main()
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captured = capsys.readouterr()
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assert '"status": "ok"' in captured.out
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assert '"exit_code": 0' in captured.out
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@patch("scripts.health_check.duckdb.connect")
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def test_db_connect_failure_exits_2(self, mock_connect):
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mock_connect.side_effect = Exception("cannot open")
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with patch.object(sys, "argv", ["health_check"]):
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exit_code = main()
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assert exit_code == 2
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@@ -0,0 +1,92 @@
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from datetime import datetime, timedelta
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from unittest.mock import MagicMock
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import pytest
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from health import HealthStatus
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from health.checks import check_embedding_coverage, check_llm_coverage, check_motion_freshness
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class TestCheckMotionFreshness:
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def test_recent_motions_ok(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.return_value = [150]
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result = check_motion_freshness(conn, max_age_days=7, min_motions=100)
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assert result.status == HealthStatus.OK
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assert result.details["count"] == 150
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def test_no_motions_critical(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.return_value = [0]
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result = check_motion_freshness(conn, max_age_days=7, min_motions=100)
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assert result.status == HealthStatus.CRITICAL
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def test_low_count_warning(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.return_value = [50]
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result = check_motion_freshness(conn, max_age_days=7, min_motions=100)
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assert result.status == HealthStatus.WARNING
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def test_query_error_critical(self):
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conn = MagicMock()
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conn.execute.side_effect = Exception("db down")
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result = check_motion_freshness(conn)
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assert result.status == HealthStatus.CRITICAL
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assert "db down" in result.message
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class TestCheckEmbeddingCoverage:
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def test_full_coverage_ok(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[100], [100]]
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result = check_embedding_coverage(conn, min_coverage=0.95)
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assert result.status == HealthStatus.OK
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assert result.details["coverage"] == 1.0
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def test_low_coverage_warning(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[100], [80]]
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result = check_embedding_coverage(conn, min_coverage=0.95)
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assert result.status == HealthStatus.WARNING
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assert result.details["coverage"] == 0.8
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def test_empty_db_critical(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[0], [0]]
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result = check_embedding_coverage(conn)
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assert result.status == HealthStatus.CRITICAL
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def test_query_error_critical(self):
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conn = MagicMock()
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conn.execute.side_effect = Exception("db down")
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result = check_embedding_coverage(conn)
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assert result.status == HealthStatus.CRITICAL
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class TestCheckLLMCoverage:
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def test_full_coverage_ok(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[100], [0]]
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result = check_llm_coverage(conn)
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assert result.status == HealthStatus.OK
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assert result.details["missing_ratio"] == 0.0
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def test_some_missing_warning(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[100], [10]]
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result = check_llm_coverage(conn)
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assert result.status == HealthStatus.WARNING
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assert result.details["missing_ratio"] == 0.1
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def test_too_many_missing_critical(self):
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conn = MagicMock()
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conn.execute.return_value.fetchone.side_effect = [[100], [20]]
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result = check_llm_coverage(conn, max_missing_ratio=0.15)
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assert result.status == HealthStatus.CRITICAL
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assert result.details["missing_ratio"] == 0.2
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def test_query_error_critical(self):
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conn = MagicMock()
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conn.execute.side_effect = Exception("db down")
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result = check_llm_coverage(conn)
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assert result.status == HealthStatus.CRITICAL
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@@ -0,0 +1,54 @@
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import pytest
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from health import HealthCheck, HealthReport, HealthStatus, run_checks
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class TestHealthStatus:
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def test_ok_less_than_warning(self):
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assert HealthStatus.OK.value == "ok"
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def test_warning_less_than_critical(self):
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assert HealthStatus.WARNING.value == "warning"
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class TestHealthReport:
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def test_all_ok_returns_ok(self):
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checks = [
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HealthCheck("a", HealthStatus.OK, "fine", {}),
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HealthCheck("b", HealthStatus.OK, "fine", {}),
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]
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report = run_checks(checks)
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assert report.status == HealthStatus.OK
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assert report.exit_code == 0
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def test_one_warning_returns_warning(self):
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checks = [
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HealthCheck("a", HealthStatus.OK, "fine", {}),
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HealthCheck("b", HealthStatus.WARNING, "hmm", {}),
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]
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report = run_checks(checks)
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assert report.status == HealthStatus.WARNING
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assert report.exit_code == 1
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def test_one_critical_returns_critical(self):
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checks = [
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HealthCheck("a", HealthStatus.OK, "fine", {}),
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HealthCheck("b", HealthStatus.CRITICAL, "bad", {}),
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]
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report = run_checks(checks)
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assert report.status == HealthStatus.CRITICAL
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assert report.exit_code == 2
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def test_critical_trumps_warning(self):
|
||||
checks = [
|
||||
HealthCheck("a", HealthStatus.WARNING, "hmm", {}),
|
||||
HealthCheck("b", HealthStatus.CRITICAL, "bad", {}),
|
||||
]
|
||||
report = run_checks(checks)
|
||||
assert report.status == HealthStatus.CRITICAL
|
||||
assert report.exit_code == 2
|
||||
|
||||
def test_empty_checks_returns_ok(self):
|
||||
report = run_checks([])
|
||||
assert report.status == HealthStatus.OK
|
||||
assert report.exit_code == 0
|
||||
Reference in New Issue
Block a user