Input data

LBAF_app.py supports two kind on input data.

Schema(
          {
              'type': And(str, lambda a: a in ("LBDatafile", "LBStatsfile"),
                          error=f"{self.get_error_message(allowed_types)} must be chosen"),
              'phases': [
                  {
                      'id': int,
                      'tasks': [
                          {
                              'entity': {
                                  Optional('collection_id'): int,
                                  'home': int,
                                  'id': int,
                                  Optional('index'): [int],
                                  'type': str,
                                  'migratable': bool,
                                  Optional('objgroup_id'): int
                              },
                              'node': int,
                              'resource': str,
                              Optional('subphases'): [
                                  {
                                      'id': int,
                                      'time': float,
                                  }
                              ],
                              'time': float,
                              Optional('user_defined'): dict
                          },
                      ],
                      Optional('communications'): [
                          {
                              'type': str,
                              'to': {
                                  'type': str,
                                  'id': int,
                                  Optional('home'): int,
                                  Optional('collection_id'): int,
                                  Optional('migratable'): bool,
                                  Optional('index'): [int],
                                  Optional('objgroup_id'): int,
                              },
                              'messages': int,
                              'from': {
                                  'type': str,
                                  'id': int,
                                  Optional('home'): int,
                                  Optional('collection_id'): int,
                                  Optional('migratable'): bool,
                                  Optional('index'): [int],
                                  Optional('objgroup_id'): int,
                              },
                              'bytes': float
                          }
                      ]
                  },
              ]
          }
      )

Schema(
          {
              'type': And(str, lambda a: a in ("LBDatafile", "LBStatsfile"),
                          error=f"{self.get_error_message(allowed_types)} must be chosen"),
              'phases': [
                  {
                      "id": int,
                      Optional("migration count"): int,
                      Optional("post-LB"): {
                          "Object_comm": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Object_load_modeled": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Object_load_raw": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_comm": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_load_modeled": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_load_raw": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          }
                      },
                      "pre-LB": {
                          "Object_comm": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Object_load_modeled": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Object_load_raw": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_comm": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_load_modeled": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          },
                          "Rank_load_raw": {
                              "avg": float,
                              "car": float,
                              "imb": float,
                              "kur": float,
                              "max": float,
                              "min": float,
                              "npr": float,
                              "skw": float,
                              "std": float,
                              "sum": float,
                              "var": float
                          }
                      }
                  },
              ]
          }
      )