Upload Config via REST API

While users can upload a config file via their Mona dashboards, some users might prefer doing this directly via our REST API and upload their config through there.

In order to upload the config, first of all, users must have an authorization token for their account.
More info on generating a token here.

Now, to upload the config users can leverage the /upload_config endpoint in the following way:

curl --location --request POST 'https://api{YOUR-USER-ID}.monalabs.io/upload_config' \
--header 'Authorization: Bearer {YOUR-ACCESS-TOKEN}'\
--header 'Content-Type: application/json' \
--data-raw '{
    "config": {YOUR-CONFIG},
  "commit_message": "YOUR-COMMIT-MESSAGE",
  "author": "YOUR-USER-EMAIL"
}'
import requests
import json

url = "https://api{YOUR-USER-ID}.monalabs.io/upload_config"

payload = json.dumps({
  "config": {YOUR-CONFIG},
  "commit_message": "YOUR-COMMIT-MESSAGE",
  "author": "YOUR-USER-EMAIL"
  })

headers = {
  'Authorization': 'Bearer {YOUR-ACCESS-TOKEN}',
  'Content-Type': 'application/json'
}

response = requests.request("POST", url, headers=headers, data=payload)

print(response.text)

Before uploading the config, Mona runs the config via a validation process. If the config is written incorrectly the endpoint will return the errors found in the config.

The successful response for this request will be the config, the config id and diffs if a previous config exists

{
  "response_data": {
    "new_config_id": "9180bf38-daae-493c-a7b4-c1b194e3b75b",
    "new_config": {
      "LOAN_APPLICATION_TUTORIAL": {
        "fields": {
          "occupation": {
            "type": "string",
            "function": "identity",
            "args": [],
            "tags": [
              "metadata"
            ],
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "city": {
            "type": "string",
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "state": {
            "type": "string",
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "purpose": {
            "type": "string",
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "credit_score": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 0.02
              }
            }
          },
          "loan_taken": {
            "type": "boolean",
            "segmentations": {
              "default": {
                "default": true,
                "type": "boolean",
                "zero_values": [
                  false,
                  0
                ],
                "one_values": [
                  true,
                  1
                ],
                "zero_name": "False",
                "one_name": "True"
              }
            }
          },
          "return_until": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 1000000
              }
            }
          },
          "offered_amount": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 700
              }
            }
          },
          "approved_amount": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 700
              }
            }
          },
          "feature_0": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 60000
              }
            }
          },
          "feature_1": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 0.4
              }
            }
          },
          "feature_2": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 30
              }
            }
          },
          "feature_3": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 6000
              }
            }
          },
          "feature_4": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 0.01
              }
            }
          },
          "feature_5": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 0.2
              }
            }
          },
          "feature_6": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 20
              }
            }
          },
          "feature_7": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 1
              }
            }
          },
          "feature_8": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 50
              }
            }
          },
          "feature_9": {
            "type": "numeric",
            "segmentations": {
              "original": {
                "default": true,
                "bucket_size": 20
              }
            }
          },
          "stage": {
            "type": "string",
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "model_version": {
            "type": "string",
            "segmentations": {
              "default": {
                "default": true,
                "type": "string"
              }
            }
          },
          "loan_paid_back": {
            "type": "boolean",
            "segmentations": {
              "default": {
                "default": true,
                "type": "boolean",
                "zero_values": [
                  false,
                  0
                ],
                "one_values": [
                  true,
                  1
                ],
                "zero_name": "False",
                "one_name": "True"
              }
            }
          }
        },
        "kapis": [
          "credit_score",
          "loan_taken",
          "return_until",
          "offered_amount",
          "approved_amount",
          "feature_0",
          "feature_1",
          "feature_2",
          "feature_3",
          "feature_4",
          "feature_5",
          "feature_6",
          "feature_7",
          "feature_8",
          "feature_9",
          "loan_paid_back"
        ]
      }
    }
  },
  "partial_data": false
}