{
  "schema_version": 1,
  "generated_at": "2026-05-19T14:15:46.472858+00:00",
  "project": "open-data-france-484717",
  "summary": {
    "total": 19,
    "pass": 16,
    "warn": 3,
    "fail": 0
  },
  "thresholds": {
    "reconciliation_diff_pct": 0.01,
    "uniqueness_dup_pct_warn": 0.5,
    "uniqueness_dup_pct_fail": 2.0,
    "completeness_thematique_subv_warn": 95.0,
    "completeness_thematique_subv_fail": 80.0,
    "completeness_geoloc_ap_warn": 40.0,
    "completeness_geoloc_ap_fail": 20.0,
    "budget_yoy_variation_warn": 20.0,
    "budget_yoy_variation_fail": 35.0,
    "freshness_warn_days": 90,
    "freshness_fail_days": 180
  },
  "checks": [
    {
      "id": "budget_total_reconciliation",
      "category": "reconciliation",
      "label": "Budget : total core_budget = stg_budget_principal",
      "status": "pass",
      "threshold": "diff < 0.01%",
      "actual": "diff = 0.0000%",
      "details": {
        "core_total_eur": 126157542933.91,
        "stg_total_eur": 126157542933.91
      },
      "sources": [
        "dbt_paris_analytics.core_budget",
        "dbt_paris_staging.stg_budget_principal"
      ]
    },
    {
      "id": "subventions_total_reconciliation",
      "category": "reconciliation",
      "label": "Subventions : total core = staging",
      "status": "pass",
      "threshold": "diff < 0.01%",
      "actual": "diff = 0.0000%",
      "details": {
        "core_total_eur": 6267446570.0,
        "stg_total_eur": 6267446570.0
      },
      "sources": [
        "dbt_paris_analytics.core_subventions",
        "dbt_paris_staging.stg_subventions_all"
      ]
    },
    {
      "id": "row_count_parity",
      "category": "reconciliation",
      "label": "Row count parity core ↔ staging",
      "status": "pass",
      "threshold": "diff < 0.01% par table",
      "actual": "OK sur 3 tables",
      "details": [
        {
          "core": "core_budget",
          "stg": "stg_budget_principal",
          "core_rows": 24500,
          "stg_rows": 24500,
          "diff_pct": 0.0
        },
        {
          "core": "core_ap_projets",
          "stg": "stg_ap_projets",
          "core_rows": 7155,
          "stg_rows": 7155,
          "diff_pct": 0.0
        },
        {
          "core": "core_logements_sociaux",
          "stg": "stg_logements_sociaux",
          "core_rows": 4173,
          "stg_rows": 4173,
          "diff_pct": 0.0
        }
      ],
      "sources": [
        "dbt_paris_analytics.core_*",
        "dbt_paris_staging.stg_*"
      ]
    },
    {
      "id": "subventions_thematique_coverage",
      "category": "completeness",
      "label": "Subventions : % montants classifiés par thématique",
      "status": "pass",
      "threshold": "pass ≥ 95.0%, warn ≥ 80.0%",
      "actual": "98.05%",
      "details": {
        "classified_eur": 6145349174.0,
        "total_eur": 6267446570.0
      },
      "sources": [
        "dbt_paris_analytics.core_subventions"
      ]
    },
    {
      "id": "ap_geoloc_coverage",
      "category": "completeness",
      "label": "AP Projets : % montants localisés (arrondissement)",
      "status": "pass",
      "threshold": "pass ≥ 40.0% (arrondissement), warn ≥ 20.0%",
      "actual": "87.87% arrondissement, 9.64% point précis",
      "details": {
        "pct_arr": 87.87,
        "pct_latlng": 9.64,
        "total_eur": 2090939194.75
      },
      "sources": [
        "dbt_paris_analytics.core_ap_projets"
      ],
      "note": "Localisation par arrondissement = grain communiqué. Point précis (lat/lng) réservé aux projets mono-site."
    },
    {
      "id": "budget_yoy_variation",
      "category": "anomaly",
      "label": "Budget Dépenses : variation YoY max",
      "status": "pass",
      "threshold": "pass < 20.0%, warn < 35.0%",
      "actual": "max 6.73%",
      "details": {
        "top_changes": [
          {
            "annee": 2022,
            "variation_pct": 6.73
          },
          {
            "annee": 2024,
            "variation_pct": 5.99
          },
          {
            "annee": 2020,
            "variation_pct": 1.37
          }
        ]
      },
      "sources": [
        "dbt_paris_analytics.core_budget"
      ]
    },
    {
      "id": "uniqueness_core_budget_cle_technique",
      "category": "schema",
      "label": "Unicité cle_technique dans core_budget",
      "status": "pass",
      "threshold": "pass < 0.5% doublons",
      "actual": "0.0000% doublons (0/24500)",
      "details": {
        "total_rows": 24500,
        "unique_keys": 24500
      },
      "sources": [
        "dbt_paris_analytics.core_budget"
      ]
    },
    {
      "id": "uniqueness_core_subventions_cle_technique",
      "category": "schema",
      "label": "Unicité cle_technique dans core_subventions",
      "status": "pass",
      "threshold": "pass < 0.5% doublons",
      "actual": "0.0000% doublons (0/38839)",
      "details": {
        "total_rows": 38839,
        "unique_keys": 38839
      },
      "sources": [
        "dbt_paris_analytics.core_subventions"
      ]
    },
    {
      "id": "uniqueness_core_ap_projets_cle_technique",
      "category": "schema",
      "label": "Unicité cle_technique dans core_ap_projets",
      "status": "pass",
      "threshold": "pass < 0.5% doublons",
      "actual": "0.0000% doublons (0/7155)",
      "details": {
        "total_rows": 7155,
        "unique_keys": 7155
      },
      "sources": [
        "dbt_paris_analytics.core_ap_projets"
      ]
    },
    {
      "id": "uniqueness_core_logements_sociaux_cle_technique",
      "category": "schema",
      "label": "Unicité cle_technique dans core_logements_sociaux",
      "status": "pass",
      "threshold": "pass < 0.5% doublons",
      "actual": "0.0000% doublons (0/4173)",
      "details": {
        "total_rows": 4173,
        "unique_keys": 4173
      },
      "sources": [
        "dbt_paris_analytics.core_logements_sociaux"
      ]
    },
    {
      "id": "paris_centre_aggregation",
      "category": "business_rule",
      "label": "Paris Centre : agrégation arrondissements 1-4 → 0",
      "status": "pass",
      "threshold": "centre_rows == sum(arr 1-4)",
      "actual": "317 rows en Paris Centre, 317 rows arr 1-4 source",
      "details": {
        "centre_rows": 317,
        "source_rows_1_4": 317
      },
      "sources": [
        "dbt_paris_analytics.core_logements_sociaux"
      ]
    },
    {
      "id": "casvp_dedup",
      "category": "business_rule",
      "label": "CASVP : variantes de nom dédupliquées en 1 entité canonique",
      "status": "pass",
      "threshold": "variants_canonique <= 1",
      "actual": "1 variantes source → 1 canonique(s)",
      "details": {
        "variants_source": 1,
        "variants_canonique": 1,
        "total_eur": 386239960.0
      },
      "sources": [
        "dbt_paris_analytics.core_subventions"
      ]
    },
    {
      "id": "budget_vote_coverage",
      "category": "completeness",
      "label": "core_budget_vote : couverture années 2023-2026",
      "status": "pass",
      "threshold": "années 2023-2026 toutes présentes, totaux > 0",
      "actual": "années présentes : [2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026]",
      "details": {
        "per_year": [
          {
            "annee": 2019,
            "total_eur": 20568499327.0,
            "n_rows": 3432
          },
          {
            "annee": 2020,
            "total_eur": 20246270330.28,
            "n_rows": 1750
          },
          {
            "annee": 2021,
            "total_eur": 20456923439.29,
            "n_rows": 1770
          },
          {
            "annee": 2022,
            "total_eur": 21802214753.95,
            "n_rows": 1705
          },
          {
            "annee": 2023,
            "total_eur": 22128294676.0,
            "n_rows": 1734
          },
          {
            "annee": 2024,
            "total_eur": 22893537992.84,
            "n_rows": 1770
          },
          {
            "annee": 2025,
            "total_eur": 23502831532.42,
            "n_rows": 1850
          },
          {
            "annee": 2026,
            "total_eur": 22918335020.0,
            "n_rows": 1813
          }
        ],
        "missing": []
      },
      "sources": [
        "dbt_paris_analytics.core_budget_vote"
      ]
    },
    {
      "id": "source_max_year_coverage",
      "category": "freshness",
      "label": "Sources upstream : MAX(annee) vs année courante",
      "status": "warn",
      "threshold": "pass ≤ 2 ans, warn ≤ 3 ans (année courante : 2026)",
      "actual": "gap max : 5 an(s)",
      "details": {
        "per_source": [
          {
            "table": "comptes_administratifs_budgets_principaux_a_partir_de_2019_m57_ville_departement",
            "max_year": 2024,
            "gap_years": 2
          },
          {
            "table": "comptes_administratifs_autorisations_de_programmes_a_partir_de_2018_m57_ville_de",
            "max_year": 2022,
            "gap_years": 4
          },
          {
            "table": "subventions_versees_annexe_compte_administratif_a_partir_de_2018",
            "max_year": 2024,
            "gap_years": 2
          },
          {
            "table": "subventions_associations_votees",
            "max_year": 2025,
            "gap_years": 1
          },
          {
            "table": "logements_sociaux_finances_a_paris",
            "max_year": 2024,
            "gap_years": 2
          },
          {
            "table": "budgets_votes_principaux_a_partir_de_2019_m57_ville_departement",
            "max_year": 2021,
            "gap_years": 5
          },
          {
            "table": "liste_des_marches_de_la_collectivite_parisienne",
            "max_year": 2024,
            "gap_years": 2
          },
          {
            "table": "bilan_comptable",
            "max_year": 2024,
            "gap_years": 2
          }
        ],
        "errors": []
      },
      "sources": [
        "raw.comptes_administratifs_budgets_principaux_a_partir_de_2019_m57_ville_departement",
        "raw.comptes_administratifs_autorisations_de_programmes_a_partir_de_2018_m57_ville_de",
        "raw.subventions_versees_annexe_compte_administratif_a_partir_de_2018",
        "raw.subventions_associations_votees",
        "raw.logements_sociaux_finances_a_paris",
        "raw.budgets_votes_principaux_a_partir_de_2019_m57_ville_departement",
        "raw.liste_des_marches_de_la_collectivite_parisienne",
        "raw.bilan_comptable"
      ],
      "note": "Détection d'un dataset OpenData gelé : si MAX(annee) ne progresse plus, l'upstream a cessé de publier (ex: AP gelé à 2022)."
    },
    {
      "id": "partial_year_detection",
      "category": "freshness",
      "label": "Détection année partielle (row count vs médiane historique)",
      "status": "pass",
      "threshold": "warn si dernière année < 60% de la médiane des 3 années précédentes",
      "actual": "aucune année partielle détectée",
      "details": {
        "per_source": [
          {
            "table": "comptes_administratifs_budgets_principaux_a_partir_de_2019_m57_ville_departement",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          },
          {
            "table": "subventions_versees_annexe_compte_administratif_a_partir_de_2018",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          },
          {
            "table": "subventions_associations_votees",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          },
          {
            "table": "logements_sociaux_finances_a_paris",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          },
          {
            "table": "liste_des_marches_de_la_collectivite_parisienne",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          },
          {
            "table": "bilan_comptable",
            "error": "400 Syntax error: Expected \")\" but got \",\" at [18:77]; reason: invalidQuery, location: query, message: Syntax error: Exp"
          }
        ],
        "flagged": []
      },
      "sources": [
        "raw.comptes_administratifs_budgets_principaux_a_partir_de_2019_m57_ville_departement",
        "raw.subventions_versees_annexe_compte_administratif_a_partir_de_2018",
        "raw.subventions_associations_votees",
        "raw.logements_sociaux_finances_a_paris",
        "raw.liste_des_marches_de_la_collectivite_parisienne",
        "raw.bilan_comptable"
      ],
      "note": "Détection conservative : un drop > 40% YoY signale une publication en cours. À confirmer avant exposition publique (la dbt mart peut filtrer cette année si confirmé partiel)."
    },
    {
      "id": "raw_table_freshness",
      "category": "freshness",
      "label": "Tables raw : âge du dernier sync OpenData → BigQuery",
      "status": "pass",
      "threshold": "pass < 35j, warn < 90j",
      "actual": "max 26j",
      "details": [
        {
          "table_id": "bilan_comptable",
          "last_mod": "2026-04-23T13:54:01.249000+00:00",
          "age_days": 26
        },
        {
          "table_id": "budgets_votes_principaux_a_partir_de_2019_m57_ville_departement",
          "last_mod": "2026-04-23T13:43:13.846000+00:00",
          "age_days": 26
        },
        {
          "table_id": "comptes_administratifs_autorisations_de_programmes_a_partir_de_2018_m57_ville_de",
          "last_mod": "2026-04-23T13:42:36.605000+00:00",
          "age_days": 26
        },
        {
          "table_id": "comptes_administratifs_budgets_principaux_a_partir_de_2019_m57_ville_departement",
          "last_mod": "2026-04-23T13:42:30.304000+00:00",
          "age_days": 26
        },
        {
          "table_id": "liste_des_marches_de_la_collectivite_parisienne",
          "last_mod": "2026-04-23T13:43:20.263000+00:00",
          "age_days": 26
        },
        {
          "table_id": "logements_sociaux_finances_a_paris",
          "last_mod": "2026-04-23T13:43:08.511000+00:00",
          "age_days": 26
        },
        {
          "table_id": "subventions_associations_votees",
          "last_mod": "2026-04-23T13:43:02.649000+00:00",
          "age_days": 26
        },
        {
          "table_id": "subventions_versees_annexe_compte_administratif_a_partir_de_2018",
          "last_mod": "2026-04-23T13:42:45.849000+00:00",
          "age_days": 26
        }
      ],
      "sources": [
        "open-data-france-484717.raw.*"
      ],
      "note": "Mesure quand sync_opendata.py a touché la table pour la dernière fois (≠ fraîcheur upstream OpenData)."
    },
    {
      "id": "core_freshness",
      "category": "freshness",
      "label": "Fraîcheur tables core (dernier dbt run)",
      "status": "pass",
      "threshold": "pass < 90j, warn < 180j",
      "actual": "max 0j",
      "details": [
        {
          "table": "core_budget",
          "age_days": 0,
          "last_run": "2026-05-19"
        },
        {
          "table": "core_budget_vote",
          "age_days": 0,
          "last_run": "2026-05-19"
        },
        {
          "table": "core_subventions",
          "age_days": 0,
          "last_run": "2026-05-19"
        },
        {
          "table": "core_ap_projets",
          "age_days": 0,
          "last_run": "2026-05-19"
        },
        {
          "table": "core_logements_sociaux",
          "age_days": 0,
          "last_run": "2026-05-19"
        }
      ],
      "sources": [
        "dbt_paris_analytics.core_*"
      ]
    },
    {
      "id": "subventions_2020_2021_known_gap",
      "category": "known_limitation",
      "label": "Subventions 2020-2021 : années absentes (source dégradée)",
      "status": "warn",
      "threshold": "limitation source OpenData Paris documentée",
      "actual": "années manquantes : [2020, 2021]",
      "details": {
        "per_year": [
          {
            "annee": 2019,
            "n_rows": 12093
          },
          {
            "annee": 2022,
            "n_rows": 5336
          }
        ],
        "missing": [
          2020,
          2021
        ]
      },
      "sources": [
        "dbt_paris_analytics.core_subventions"
      ],
      "note": "Bénéficiaires non publiés par la Ville pour ces années — années entières filtrées du core. Affichées comme warning dans le frontend."
    },
    {
      "id": "ap_2023_2024_known_gap",
      "category": "known_limitation",
      "label": "AP Projets : dataset OpenData gelé depuis 2022",
      "status": "warn",
      "threshold": "limitation source documentée",
      "actual": "années manquantes : [2023, 2024]",
      "details": [
        {
          "annee": 2018,
          "n_rows": 2457
        },
        {
          "annee": 2019,
          "n_rows": 1976
        },
        {
          "annee": 2020,
          "n_rows": 1348
        },
        {
          "annee": 2021,
          "n_rows": 889
        },
        {
          "annee": 2022,
          "n_rows": 485
        }
      ],
      "sources": [
        "dbt_paris_analytics.core_ap_projets"
      ],
      "note": "Dataset OpenData Paris non mis à jour depuis 2019-11-28. Complété par PDF Investissements Localisés (couverture partielle)."
    }
  ]
}