{
  "run_id": "f8-c06-dataops-monitoring-run",
  "contract_id": "f8-c06-dataops-monitoring-contract",
  "status": "block",
  "inputs": {
    "reference": "data/reference_events.csv",
    "production": "data/production_events.csv",
    "contract": "contracts/monitoring_contract.json",
    "reference_sha256": "4bede56e818215df6e8d1b765939e2dfa387cf4b1f1881b99523c091138c1697",
    "production_sha256": "421cf61a40acfb771a017ae8f812d5c427166137c3b2554240216663c52e8dcb",
    "contract_sha256": "257fef06f9ae85289ef594377f225d15232206bda69d6bd6108d11722296ea34"
  },
  "contract": {
    "contract_id": "f8-c06-dataops-monitoring-contract",
    "versión": "2026-06-07",
    "owner": "equipo-datos-ia",
    "unit": "decision_event",
    "reference_window": "reference",
    "production_windows": [
      "2026-06-07",
      "2026-06-08"
    ],
    "required_columns": [
      "event_id",
      "window",
      "product",
      "channel",
      "language",
      "access_need",
      "true_priority",
      "decision",
      "score",
      "latency_ms",
      "trace_id",
      "pipeline_version",
      "model_version",
      "data_version"
    ],
    "allowed_values": {
      "product": [
        "becas",
        "matricula",
        "practicas",
        "titulos"
      ],
      "channel": [
        "portal",
        "email",
        "telefono"
      ],
      "language": [
        "es",
        "ca",
        "en"
      ],
      "access_need": [
        "si",
        "no"
      ],
      "decision": [
        "priorizar",
        "revisar",
        "normal"
      ]
    },
    "drift_columns": [
      "product",
      "channel",
      "language",
      "access_need"
    ],
    "slice_fields": [
      "language",
      "access_need",
      "product"
    ],
    "critical_slices": [
      "language=en",
      "access_need=si",
      "product=practicas"
    ],
    "slo": {
      "max_missing_trace_rate": 0.0,
      "max_latency_p95_ms": 650,
      "max_miss_rate": 0.12,
      "min_safety_capture": 0.88,
      "max_review_rate": 0.55,
      "max_total_variation": 0.35,
      "max_psi": 0.25
    },
    "release_status_meaning": {
      "pass": "La ventana puede seguir operando con monitorizacion normal.",
      "review": "La ventana requiere revisión operativa antes de aumentar automatización.",
      "block": "La ventana no debe usarse para aumentar automatización ni entrenar sin investigar."
    }
  },
  "windows": [
    {
      "window": "2026-06-07",
      "status": "pass",
      "metrics": {
        "n": 10,
        "missing_trace_rate": 0.0,
        "latency_p95_ms": 590.0,
        "review_rate": 0.4,
        "miss_rate": 0.0,
        "safety_capture": 1.0
      },
      "drift": [
        {
          "column": "product",
          "total_variation": 0.1,
          "psi": 0.069314,
          "reference_distribution": {
            "becas": 0.3,
            "matricula": 0.3,
            "practicas": 0.2,
            "titulos": 0.2
          },
          "current_distribution": {
            "becas": 0.4,
            "matricula": 0.2,
            "practicas": 0.2,
            "titulos": 0.2
          }
        },
        {
          "column": "channel",
          "total_variation": 0.1,
          "psi": 0.041179,
          "reference_distribution": {
            "email": 0.35,
            "portal": 0.4,
            "telefono": 0.25
          },
          "current_distribution": {
            "email": 0.3,
            "portal": 0.5,
            "telefono": 0.2
          }
        },
        {
          "column": "language",
          "total_variation": 0.1,
          "psi": 0.058778,
          "reference_distribution": {
            "ca": 0.2,
            "en": 0.2,
            "es": 0.6
          },
          "current_distribution": {
            "ca": 0.3,
            "en": 0.2,
            "es": 0.5
          }
        },
        {
          "column": "access_need",
          "total_variation": 0.2,
          "psi": 0.196165,
          "reference_distribution": {
            "no": 0.6,
            "si": 0.4
          },
          "current_distribution": {
            "no": 0.8,
            "si": 0.2
          }
        }
      ],
      "slice_metrics": [
        {
          "slice_id": "language=ca",
          "field": "language",
          "value": "ca",
          "n": 3,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 489.0,
          "review_rate": 0.666667,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "language=en",
          "field": "language",
          "value": "en",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 590.0,
          "review_rate": 1.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "language=es",
          "field": "language",
          "value": "es",
          "n": 5,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 468.0,
          "review_rate": 0.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "access_need=no",
          "field": "access_need",
          "value": "no",
          "n": 8,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 489.0,
          "review_rate": 0.25,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "access_need=si",
          "field": "access_need",
          "value": "si",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 590.0,
          "review_rate": 1.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "product=becas",
          "field": "product",
          "value": "becas",
          "n": 4,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 482.0,
          "review_rate": 0.25,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "product=matricula",
          "field": "product",
          "value": "matricula",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 418.0,
          "review_rate": 0.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "product=practicas",
          "field": "product",
          "value": "practicas",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 489.0,
          "review_rate": 0.5,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "product=titulos",
          "field": "product",
          "value": "titulos",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 590.0,
          "review_rate": 1.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        }
      ],
      "flags": [],
      "versions": {
        "pipeline": [
          "pipe-1.4.1"
        ],
        "model": [
          "model-2026-06-01"
        ],
        "data": [
          "data-2026-06-07"
        ]
      }
    },
    {
      "window": "2026-06-08",
      "status": "block",
      "metrics": {
        "n": 10,
        "missing_trace_rate": 0.1,
        "latency_p95_ms": 760.0,
        "review_rate": 0.7,
        "miss_rate": 0.6,
        "safety_capture": 0.4
      },
      "drift": [
        {
          "column": "product",
          "total_variation": 0.2,
          "psi": 0.219722,
          "reference_distribution": {
            "becas": 0.3,
            "matricula": 0.3,
            "practicas": 0.2,
            "titulos": 0.2
          },
          "current_distribution": {
            "becas": 0.2,
            "matricula": 0.2,
            "practicas": 0.4,
            "titulos": 0.2
          }
        },
        {
          "column": "channel",
          "total_variation": 0.1,
          "psi": 0.041179,
          "reference_distribution": {
            "email": 0.35,
            "portal": 0.4,
            "telefono": 0.25
          },
          "current_distribution": {
            "email": 0.3,
            "portal": 0.5,
            "telefono": 0.2
          }
        },
        {
          "column": "language",
          "total_variation": 0.8,
          "psi": 11.711575,
          "reference_distribution": {
            "ca": 0.2,
            "en": 0.2,
            "es": 0.6
          },
          "current_distribution": {
            "ca": 0.0,
            "en": 1.0,
            "es": 0.0
          }
        },
        {
          "column": "access_need",
          "total_variation": 0.6,
          "psi": 8.532585,
          "reference_distribution": {
            "no": 0.6,
            "si": 0.4
          },
          "current_distribution": {
            "no": 0.0,
            "si": 1.0
          }
        }
      ],
      "slice_metrics": [
        {
          "slice_id": "language=en",
          "field": "language",
          "value": "en",
          "n": 10,
          "missing_trace_rate": 0.1,
          "latency_p95_ms": 760.0,
          "review_rate": 0.7,
          "miss_rate": 0.6,
          "safety_capture": 0.4
        },
        {
          "slice_id": "access_need=si",
          "field": "access_need",
          "value": "si",
          "n": 10,
          "missing_trace_rate": 0.1,
          "latency_p95_ms": 760.0,
          "review_rate": 0.7,
          "miss_rate": 0.6,
          "safety_capture": 0.4
        },
        {
          "slice_id": "product=becas",
          "field": "product",
          "value": "becas",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 720.0,
          "review_rate": 0.5,
          "miss_rate": 1.0,
          "safety_capture": 0.0
        },
        {
          "slice_id": "product=matricula",
          "field": "product",
          "value": "matricula",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 695.0,
          "review_rate": 1.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        },
        {
          "slice_id": "product=practicas",
          "field": "product",
          "value": "practicas",
          "n": 4,
          "missing_trace_rate": 0.25,
          "latency_p95_ms": 760.0,
          "review_rate": 0.5,
          "miss_rate": 1.0,
          "safety_capture": 0.0
        },
        {
          "slice_id": "product=titulos",
          "field": "product",
          "value": "titulos",
          "n": 2,
          "missing_trace_rate": 0.0,
          "latency_p95_ms": 690.0,
          "review_rate": 1.0,
          "miss_rate": 0.0,
          "safety_capture": 1.0
        }
      ],
      "flags": [
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "missing_trace_rate",
          "message": "Hay eventos sin trace_id; no se puede investigar bien la ventana.",
          "value": 0.1,
          "threshold": 0.0
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "latency_p95",
          "message": "La latencia p95 supera el SLO.",
          "value": 760.0,
          "threshold": 650
        },
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "miss_rate",
          "message": "Demasiados casos prioritarios terminan en flujo normal.",
          "value": 0.6,
          "threshold": 0.12
        },
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "safety_capture",
          "message": "La captura segura cae por debajo del SLO.",
          "value": 0.4,
          "threshold": 0.88
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "review_rate",
          "message": "La carga de revisión puede superar capacidad operativa.",
          "value": 0.7,
          "threshold": 0.55
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "drift_total_variation",
          "message": "La distribución actual se aleja de la referencia.",
          "column": "language",
          "value": 0.8,
          "threshold": 0.35
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "drift_psi",
          "message": "El PSI indica cambio relevante frente a referencia.",
          "column": "language",
          "value": 11.711575,
          "threshold": 0.25
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "drift_total_variation",
          "message": "La distribución actual se aleja de la referencia.",
          "column": "access_need",
          "value": 0.6,
          "threshold": 0.35
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "drift_psi",
          "message": "El PSI indica cambio relevante frente a referencia.",
          "column": "access_need",
          "value": 8.532585,
          "threshold": 0.25
        },
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "critical_slice_miss_rate",
          "slice_id": "language=en",
          "message": "Un slice crítico pierde demasiados casos prioritarios.",
          "value": 0.6,
          "threshold": 0.12
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "critical_slice_latency",
          "slice_id": "language=en",
          "message": "Un slice crítico supera latencia p95.",
          "value": 760.0,
          "threshold": 650
        },
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "critical_slice_miss_rate",
          "slice_id": "access_need=si",
          "message": "Un slice crítico pierde demasiados casos prioritarios.",
          "value": 0.6,
          "threshold": 0.12
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "critical_slice_latency",
          "slice_id": "access_need=si",
          "message": "Un slice crítico supera latencia p95.",
          "value": 760.0,
          "threshold": 650
        },
        {
          "severity": "block",
          "window": "2026-06-08",
          "kind": "critical_slice_miss_rate",
          "slice_id": "product=practicas",
          "message": "Un slice crítico pierde demasiados casos prioritarios.",
          "value": 1.0,
          "threshold": 0.12
        },
        {
          "severity": "review",
          "window": "2026-06-08",
          "kind": "critical_slice_latency",
          "slice_id": "product=practicas",
          "message": "Un slice crítico supera latencia p95.",
          "value": 760.0,
          "threshold": 650
        }
      ],
      "versions": {
        "pipeline": [
          "pipe-1.4.2"
        ],
        "model": [
          "model-2026-06-01"
        ],
        "data": [
          "data-2026-06-08"
        ]
      }
    }
  ],
  "flags": [
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "missing_trace_rate",
      "message": "Hay eventos sin trace_id; no se puede investigar bien la ventana.",
      "value": 0.1,
      "threshold": 0.0
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "latency_p95",
      "message": "La latencia p95 supera el SLO.",
      "value": 760.0,
      "threshold": 650
    },
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "miss_rate",
      "message": "Demasiados casos prioritarios terminan en flujo normal.",
      "value": 0.6,
      "threshold": 0.12
    },
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "safety_capture",
      "message": "La captura segura cae por debajo del SLO.",
      "value": 0.4,
      "threshold": 0.88
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "review_rate",
      "message": "La carga de revisión puede superar capacidad operativa.",
      "value": 0.7,
      "threshold": 0.55
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "drift_total_variation",
      "message": "La distribución actual se aleja de la referencia.",
      "column": "language",
      "value": 0.8,
      "threshold": 0.35
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "drift_psi",
      "message": "El PSI indica cambio relevante frente a referencia.",
      "column": "language",
      "value": 11.711575,
      "threshold": 0.25
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "drift_total_variation",
      "message": "La distribución actual se aleja de la referencia.",
      "column": "access_need",
      "value": 0.6,
      "threshold": 0.35
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "drift_psi",
      "message": "El PSI indica cambio relevante frente a referencia.",
      "column": "access_need",
      "value": 8.532585,
      "threshold": 0.25
    },
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "critical_slice_miss_rate",
      "slice_id": "language=en",
      "message": "Un slice crítico pierde demasiados casos prioritarios.",
      "value": 0.6,
      "threshold": 0.12
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "critical_slice_latency",
      "slice_id": "language=en",
      "message": "Un slice crítico supera latencia p95.",
      "value": 760.0,
      "threshold": 650
    },
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "critical_slice_miss_rate",
      "slice_id": "access_need=si",
      "message": "Un slice crítico pierde demasiados casos prioritarios.",
      "value": 0.6,
      "threshold": 0.12
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "critical_slice_latency",
      "slice_id": "access_need=si",
      "message": "Un slice crítico supera latencia p95.",
      "value": 760.0,
      "threshold": 650
    },
    {
      "severity": "block",
      "window": "2026-06-08",
      "kind": "critical_slice_miss_rate",
      "slice_id": "product=practicas",
      "message": "Un slice crítico pierde demasiados casos prioritarios.",
      "value": 1.0,
      "threshold": 0.12
    },
    {
      "severity": "review",
      "window": "2026-06-08",
      "kind": "critical_slice_latency",
      "slice_id": "product=practicas",
      "message": "Un slice crítico supera latencia p95.",
      "value": 760.0,
      "threshold": 650
    }
  ]
}