client.jobs.submit

client.jobs.submit_jdbc(model, version, url, username, password, driver, query, explain=False)

Submit a job based on a sql query on a database accessed through JDBC.

Parameters

Parameter	Type	Description	Example
`model`	`str` `Model`	Model identifier provided by Modzy or a model object previusly loaded.	`'ed542963de'`
`version`	`str`	The model’s version number. It follows the semantic versioning format.	`'1.0.1'`
`url`	`str`	JDBC url to connect to the database	`'jdbc:postgresql://database-host:5432/mydatabase'`
`username`	`str`	The username to access the database	`'username'`
`password`	`str`	The password to access the database	`'password'`
`driver`	`str`	Full driver class name	`'org.posgresql.Driver'`
`query`	`str`	The query to execute, notice that we will try to match the column names to the model input keys, so you'll need to use alias for that.	`'select description as \'input.txt\' from my-table'`
`explain`	`bool`	If the model supports explainability, flag this job to return an explanation of the predictions	`True`

Returns

A Job object with the status from the server

{
  "job_identifier": "string",
  "status",
  "account_identifier": "string",        
  "explain": "boolean",        
  "created_at": "date-time",
  "updated_at": "date-time",
  "submitted_at": "date-time",
  "submitted_by": "string",        
  "pending": "integer",
  "completed": "integer",    
  "failed": "integer",
  "total": "integer",    
  "model": {
    "identifier": "string",
    "version": "string",
    "name": "string"
  },
  "job_inputs": ["string"],
  "user": {
    "identifier": "string",
    "external_identifier": "string",
    "email": "string",
    "firstName": "string",      
    "lastName": "string",
    "status": "string",
    "title": "string"
    "access_keys": [
    	{
    		"prefix": "string",
        "is_default": "boolean"
  		}
    ]                        
  }
}

Examples

>>>job = client.jobs.submit_file('ed542963de', '0.0.27', 'jdbc:postgresql://database-host:5432/mydatabase', 'username', 'password', 'org.posgresql.Driver', 'select description as \'input.txt\' from my-table')
>>>job.job_identifier
'14856eb1-0ad8-49e7-9da3-887acb80fea5'
>>>job.status
'SUBMITTED'