Feat/logs and alerts

[JoaoM-py]

Métricas e alertas

Issues relacionadas

#58

PR Type

Que tipo de mudança a PR introduz?

• Bugfix
• Feature
• Code style update (formatting, local variables)
• Refactoring (no functional changes, no api changes)
• Build related changes
• CI related changes
• Other... Please describe:

Descreva a alteração

• Organização das metricas e cadastro de logs e erros

Outras informações

• Modelo json dos dados até onde o meu PC esta rodando

  {
    "_id": {
      "$oid": "65675811348dfb304c11a715"
    },
    "erros": [
      {
        "total_of_null_evaluations": {
          "value": 3275,
          "type": "null_avaluations"
        },
        "duplicate_records": {
          "value": 7384,
          "type": "duplicate_avaluations"
        }
      },
      [
        {
          "type": "stop_only_reviews",
          "day": {
            "$date": "2023-11-29T12:38:17.870Z"
          },
          "value": 53
        }
      ],
      {
        "memory_log_error": {
          "error_type": "<class 'numpy.core._exceptions._ArrayMemoryError'>",
          "error_message": "Unable to allocate 5.30 GiB for an array with shape (71200, 10000) and data type float64",
          "error_bugfix_message": "Considere reduzir a quandidade de dados"
        }
      }
    ],
    "metrics": [
      {
        "stage": "Acesso aos dados",
        "day": {
          "$date": "2023-11-29T12:26:10.336Z"
        },
        "time": "00:00:05"
      },
      {
        "total_of_data": 968384
      },
      {
        "stage": "Pré processamento",
        "day": {
          "$date": "2023-11-29T12:36:34.887Z"
        },
        "time": "00:10:24"
      },
      {
        "model_accuracy": 0.3333333333333333,
        "model_precision": 0.33638583638583636
      }
      {
        "stage": "Treinamento do modelo",
        "day": {
          "$date": "2023-11-29T12:37:28.298Z"
        },
        "time": "00:00:53"
      }
    ]
  }

[MariaGabrielaReis]

Vai na fé sz

[sonarqubecloud]

SonarCloud Quality Gate failed.   

0 Bugs
0 Vulnerabilities
0 Security Hotspots
0 Code Smells

27.3% Coverage
0.0% Duplication

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