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DeploymentRequests

All URIs are relative to https://api.ubiops.com/v2.1

Method HTTP request Description
batch_deployment_requests_create POST /projects/{project_name}/deployments/{deployment_name}/requests/batch Create a batch deployment request
batch_deployment_version_requests_create POST /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/batch Create a batch deployment version request
deployment_requests_batch_delete POST /projects/{project_name}/deployments/{deployment_name}/requests/delete Delete multiple deployment requests
deployment_requests_batch_get POST /projects/{project_name}/deployments/{deployment_name}/requests/collect Retrieve multiple deployment requests
deployment_requests_create POST /projects/{project_name}/deployments/{deployment_name}/requests Create a direct deployment request
deployment_requests_delete DELETE /projects/{project_name}/deployments/{deployment_name}/requests/{request_id} Delete a deployment request
deployment_requests_get GET /projects/{project_name}/deployments/{deployment_name}/requests/{request_id} Get a deployment request
deployment_requests_list GET /projects/{project_name}/deployments/{deployment_name}/requests List deployment requests
deployment_requests_update PATCH /projects/{project_name}/deployments/{deployment_name}/requests/{request_id} Update a deployment request
deployment_version_requests_batch_delete POST /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/delete Delete multiple deployment version requests
deployment_version_requests_batch_get POST /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/collect Retrieve multiple deployment version requests
deployment_version_requests_create POST /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests Create a direct deployment version request
deployment_version_requests_delete DELETE /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/{request_id} Delete a deployment version request
deployment_version_requests_get GET /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/{request_id} Get a deployment version request
deployment_version_requests_list GET /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests List deployment version requests
deployment_version_requests_update PATCH /projects/{project_name}/deployments/{deployment_name}/versions/{version}/requests/{request_id} Update a deployment version request

batch_deployment_requests_create

batch_deployment_requests_create(deployment.name, data, timeout=NULL)

Create a batch deployment request

Description

Request multiple predictions from the default version of a deployment. The request follows an asynchronous method, as the requests are queued in our back-end and can be collected at a later time using the deployment request collect methods. In case of a blob field, the uuid of a previously uploaded blob must be provided.

If one of the requests is faulty, all requests are denied. The maximum number of requests per batch call is 250.

Required Parameters

In case of structured input deployment: A list of dictionaries, where each dictionary contains the input fields of the deployment as keys. It is also possible to send a single dictionary as input. In case of plain input deployment: A list of strings. It is also possible to send a single string as input.

Optional Parameters

These parameters should be given as query parameters

  • timeout: Timeout for the batch deployment request in seconds. The maximum allowed value is 172800 (48 hours) and the default value is 14400 (4 hours).

Request Examples

Multiple structured batch deployment requests

[
  {
    "input-field-1": 5.0,
    "input-field-2": "N",
    "input-field-3": [0.25, 0.25, 2.1, 16.3]
  },
  {
    "input-field-1": 3.0,
    "input-field-2": "S",
    "input-field-3": [4.23, 3.27, 2.41, 12.4]
  }
]

Multiple plain batch deployment requests

[
  "plain-data-goes-here", "plain-example-data"
]

Response Structure

A list of dictionaries containing the details of the created deployment requests with the following fields:

  • id: Unique identifier for the deployment request, which can be used to collect the result
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Always 'pending' when initialised, later it can be 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • time_created: Server time that the request was made (current time)

Response Examples

[
  {
    "id": "69eca481-8576-49e8-8e20-ea56f2005bcb",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "time_created": "2020-03-28T20:00:26.613+00:00"
  },
  {
    "id": "2521378e-263e-4e2e-85e9-a96254b36536",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "time_created": "2020-03-28T20:00:26.613+00:00"
  }
]

Example

data <- list( list(input_field_1 = "input_value_1", input_field_2 = "input_value_2") )

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::batch_deployment_requests_create(
  deployment.name, data,
  timeout = NULL
)

# Or provide directly
result <- ubiops::batch_deployment_requests_create(
  deployment.name, data,
  timeout = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

batch_deployment_version_requests_create

batch_deployment_version_requests_create(deployment.name, version, data, timeout=NULL)

Create a batch deployment version request

Description

Request multiple predictions from a deployment version. The request follows an asynchronous method, as the requests are queued in our back-end and can be collected at a later time using the deployment request collect methods. It is only possible to make a request if a deployment file is uploaded for that version and the deployment build has succeeded (meaning that the version is in available state). In case of a blob field, the uuid of a previously uploaded blob must be provided.

If one of the requests is faulty, all requests are denied. The maximum number of requests per batch call is 250.

Required Parameters

In case of structured input deployment: A list of dictionaries, where each dictionary contains the input fields of the deployment as keys. It is also possible to send a single dictionary as input. In case of plain input deployment: A list of strings. It is also possible to send a single string as input.

Optional Parameters

These parameters should be given as query parameters

  • timeout: Timeout for the batch deployment request in seconds. The maximum allowed value is 172800 (48 hours) and the default value is 14400 (4 hours).

Request Examples

Multiple structured batch deployment requests

[
  {
    "input-field-1": 5.0,
    "input-field-2": "N",
    "input-field-3": [0.25, 0.25, 2.1, 16.3]
  },
  {
    "input-field-1": 3.0,
    "input-field-2": "S",
    "input-field-3": [4.23, 3.27, 2.41, 12.4]
  }
]

Multiple plain batch deployment requests

[
  "plain-data-goes-here", "plain-example-data"
]

Response Structure

A list of dictionaries containing the details of the created deployment requests with the following fields:

  • id: Unique identifier for the deployment request, which can be used to collect the result
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Always 'pending' when initialised, later it can be 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • time_created: Server time that the request was made (current time)

Response Examples

[
  {
    "id": "69eca481-8576-49e8-8e20-ea56f2005bcb",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "time_created": "2020-03-28T20:00:26.613+00:00"
  },
  {
    "id": "2521378e-263e-4e2e-85e9-a96254b36536",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "time_created": "2020-03-28T20:00:26.613+00:00"
  }
]

Example

data <- list( list(input_field_1 = "input_value_1", input_field_2 = "input_value_2") )

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::batch_deployment_version_requests_create(
  deployment.name, version, data,
  timeout = NULL
)

# Or provide directly
result <- ubiops::batch_deployment_version_requests_create(
  deployment.name, version, data,
  timeout = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_batch_delete

deployment_requests_batch_delete(deployment.name, data)

Delete multiple deployment requests

Description

Delete multiple deployment requests for the default version of a deployment. If one of the given deployment requests does not exist, an error message is given and no request is deleted. A maximum of 250 deployment requests can be deleted with this method.

Required Parameters

A list of ids for the requests

Request Examples

["2f909aeb-5c7e-4974-970d-cd0a6a073aca", "85711124-54db-4794-b83d-24492247c6e1"]

Example

data <- list("request_id_1", "request_id_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_batch_delete(
  deployment.name, data
)

# Or provide directly
result <- ubiops::deployment_requests_batch_delete(
  deployment.name, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_batch_get

deployment_requests_batch_get(deployment.name, data)

Retrieve multiple deployment requests

Description

Retrieve multiple deployment requests for the default version of a deployment. If one of the given deployment requests does not exist, an error message is given and no request is returned. A maximum of 250 deployment requests can be retrieved with this method. The deployment requests are NOT returned in the order they are given in.

Required Parameters

A list of ids for the requests

Request Examples

["2f909aeb-5c7e-4974-970d-cd0a6a073aca", "85711124-54db-4794-b83d-24492247c6e1"]

Response Structure

A list of dictionaries containing the details of the retrieved deployment requests with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed
  • request_data: A dictionary containing the data that was sent when the request was created
  • result: Deployment request result value. NULL if the request is 'pending', 'processing' or 'failed'.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.

Response Examples

[
  {
    "id": "2f909aeb-5c7e-4974-970d-cd0a6a073aca",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-03-29T08:09:10.729+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00",
    "request_data": {
      "input": 82.2
    },
    "result": null,
    "error_message": null
  },
  {
    "id": "85711124-54db-4794-b83d-24492247c6e1",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-06-25T09:37:17.765+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00",
    "request_data": {
      "input": 52.4
    },
    "result": null,
    "error_message": null
  }
]

Example

data <- list("request_id_1", "request_id_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_batch_get(
  deployment.name, data
)

# Or provide directly
result <- ubiops::deployment_requests_batch_get(
  deployment.name, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_create

deployment_requests_create(deployment.name, data, timeout=NULL)

Create a direct deployment request

Description

Request a prediction from a deployment. Deployment requests are made for the default version of a deployment. In case of a blob type field, the uuid of a previously uploaded blob must be provided.

Required Parameters

The input for the request. In case of a structured deployment, this is a dictionary which contains the input fields of the deployment as keys. In case of a plain deployment, give a string or list of strings.

Optional Parameters

These parameters should be given as query parameters

  • timeout: Timeout for the deployment request in seconds. The maximum allowed value is 3600 (1 hour) and the default value is 300 (5 minutes).

Request Examples

A structured deployment request

{
  "input-field-1": 5.0,
  "input-field-2": "N",
  "input-field-3": [0.25, 0.25, 2.1, 16.3]
}

A structured deployment request with a blob field

{
  "input-field-1": 5.0,
  "blob-input-field": "f52ff875-4980-4d71-9798-a469ef8cece2"
}

A plain deployment request

"example-plain-data"

Response Structure

Details of the created deployment request

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • success: A boolean value that indicates whether the deployment request was successful
  • result: Deployment request result value. NULL if the request failed.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.

Response Examples

A failed deployment request

{
  "id": "85ae32a7-fe3a-4a55-be27-9db88ae68501",
  "deployment": "deployment-1",
  "version": "v1",
  "success": false,
  "result": None,
  "error_message": "Asset ID not supported"
}

A successful deployment request

{
  "id": "ffce45da-1562-419a-89a0-0a0837e55392",
  "deployment": "deployment-1",
  "version": "v2",
  "success": true,
  "result": {
    "output-field-1": "2.1369",
    "output-field-2": "5.5832",
  },
  "error_message": null
}

Example

data <- list(input_field_1 = "input_value_1", input_field_2 = "input_value_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_create(
  deployment.name, data,
  timeout = NULL
)

# Or provide directly
result <- ubiops::deployment_requests_create(
  deployment.name, data,
  timeout = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_delete

deployment_requests_delete(deployment.name, request.id)

Delete a deployment request

Description

Delete a deployment request for the default version of a deployment

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
ubiops::deployment_requests_delete(
  deployment.name, request.id
)

# Or provide directly
ubiops::deployment_requests_delete(
  deployment.name, request.id,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_get

deployment_requests_get(deployment.name, request.id, metadata.only=NULL)

Get a deployment request

Description

Get a request of the default version of a deployment. With this method, the result of a request may be retrieved.

Optional Parameters

The following parameters should be given as query parameters:

  • metadata_only: A boolean value that indicates whether the response should include the request data and result. The default value is False.

Response Structure

A dictionary containing the details of the deployment request with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed
  • request_data: A dictionary containing the data that was sent when the request was created
  • result: Deployment request result value. NULL if the request is 'pending', 'processing' or 'failed'.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.
  • created_by: The email of the user that created the request. In case the request is created by a service, the field will have a "UbiOps" value.

Response Examples

{
  "id": "2f909aeb-5c7e-4974-970d-cd0a6a073aca",
  "deployment": "deployment-1",
  "version": "v1",
  "status": "pending",
  "success": false,
  "time_created": "2020-03-29T08:09:10.729+00:00",
  "time_started": "2020-03-28T20:00:41.276+00:00",
  "time_completed": "2020-03-28T20:00:42.241+00:00",
  "request_data": {
    "input": 82.3
  },
  "result": null,
  "error_message": null,
  "created_by": "[email protected]"
}

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_get(
  deployment.name, request.id,
  metadata.only = NULL
)

# Or provide directly
result <- ubiops::deployment_requests_get(
  deployment.name, request.id,
  metadata.only = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_list

deployment_requests_list(deployment.name, status=NULL, success=NULL, limit=NULL, offset=NULL, sort=NULL, pipeline=NULL, start.date=NULL, end.date=NULL, search.id=NULL)

List deployment requests

Description

List all requests for the default version of a deployment

Optional Parameters

The following parameters should be given as query parameters:

  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful
  • limit: The maximum number of requests given back, default is 50
  • offset: The number which forms the starting point of the requests given back. If offset equals 2, then the first 2 requests will be omitted from the list.
  • sort: Direction of sorting according to the creation date of the request, can be 'asc' or 'desc'. The default sorting is done in descending order.
  • pipeline: A boolean value that indicates whether the deployment request was part of a pipeline request
  • start_date: Start date of the interval for which the requests are retrieved, looking at the creation date of the request
  • end_date: End date of the interval for which the requests are retrieved, looking at the creation date of the request
  • search_id: A string to search inside request ids. It will filter all request ids that contain this string

If no start or end date is provided, the most recent requests are returned.

Response Structure

A list of dictionaries containing the details of the deployment requests with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed

Response Examples

[
  {
    "id": "69eca481-8576-49e8-8e20-ea56f2005bcb",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-03-28T20:00:26.613+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00"
  },
  {
    "id": "2521378e-263e-4e2e-85e9-a96254b36536",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "completed",
    "success": true,
    "time_created": "2020-03-28T20:00:26.613+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00"
  }
]

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_list(
  deployment.name,
  status = NULL, success = NULL, limit = NULL, offset = NULL, sort = NULL, pipeline = NULL, start.date = NULL, end.date = NULL, search.id = NULL
)

# Or provide directly
result <- ubiops::deployment_requests_list(
  deployment.name,
  status = NULL, success = NULL, limit = NULL, offset = NULL, sort = NULL, pipeline = NULL, start.date = NULL, end.date = NULL, search.id = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_requests_update

deployment_requests_update(deployment.name, request.id, data)

Update a deployment request

Description

Update a deployment request for the default version of a deployment. It is possible to cancel a request by giving cancelled in the status field.

Required Parameters

  • status: Status that the request will be updated to. It can only be cancelled.

Request Examples

{
"status": "cancelled"
}

Example

data <- list(
  status = "status"  # one of: [cancelled] 
)

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_requests_update(
  deployment.name, request.id, data
)

# Or provide directly
result <- ubiops::deployment_requests_update(
  deployment.name, request.id, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_batch_delete

deployment_version_requests_batch_delete(deployment.name, version, data)

Delete multiple deployment version requests

Description

Delete multiple deployment requests for a deployment version. If one of the given deployment requests does not exist, an error message is given and no request is deleted. A maximum of 250 deployment requests can be deleted with this method.

Required Parameters

A list of ids for the requests

Request Examples

["2f909aeb-5c7e-4974-970d-cd0a6a073aca", "85711124-54db-4794-b83d-24492247c6e1"]

Example

data <- list("request_id_1", "request_id_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_batch_delete(
  deployment.name, version, data
)

# Or provide directly
result <- ubiops::deployment_version_requests_batch_delete(
  deployment.name, version, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_batch_get

deployment_version_requests_batch_get(deployment.name, version, data)

Retrieve multiple deployment version requests

Description

Retrieve multiple deployment requests for a deployment version. If one of the given deployment requests does not exist, an error message is given and no request is returned. A maximum of 250 deployment requests can be retrieved with this method. The deployment requests are NOT returned in the order they are given in.

Required Parameters

A list of ids for the requests

Request Examples

["2f909aeb-5c7e-4974-970d-cd0a6a073aca", "85711124-54db-4794-b83d-24492247c6e1"]

Response Structure

A list of dictionaries containing the details of the retrieved deployment requests with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed
  • request_data: A dictionary containing the data that was sent when the request was created
  • result: Deployment request result value. NULL if the request is 'pending', 'processing' or 'failed'.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.

Response Examples

[
  {
    "id": "2f909aeb-5c7e-4974-970d-cd0a6a073aca",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-03-29T08:09:10.729+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00",
    "request_data": {
      "input": 82.2
    },
    "result": null,
    "error_message": null
  },
  {
    "id": "85711124-54db-4794-b83d-24492247c6e1",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-06-25T09:37:17.765+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00",
    "request_data": {
      "input": 52.4
    },
    "result": null,
    "error_message": null
  }
]

Example

data <- list("request_id_1", "request_id_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_batch_get(
  deployment.name, version, data
)

# Or provide directly
result <- ubiops::deployment_version_requests_batch_get(
  deployment.name, version, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_create

deployment_version_requests_create(deployment.name, version, data, timeout=NULL)

Create a direct deployment version request

Description

Request a prediction from a deployment version. It is only possible to make a request if a deployment file is uploaded for that version and the deployment build has succeeded (meaning that the version is in available state). In case of a blob type field, the uuid of a previously uploaded blob must be provided.

Required Parameters

The input for the request. In case of a structured deployment, this is a dictionary which contains the input fields of the deployment as keys. In case of a plain deployment, give a string or list of strings.

Optional Parameters

These parameters should be given as query parameters

  • timeout: Timeout for the deployment request in seconds. The maximum allowed value is 3600 (1 hour) and the default value is 300 (5 minutes).

Request Examples

A structured deployment request

{
  "input-field-1": 5.0,
  "input-field-2": "N",
  "input-field-3": [0.25, 0.25, 2.1, 16.3]
}

A structured deployment request with a blob field

{
  "input-field-1": 5.0,
  "blob-input-field": "f52ff875-4980-4d71-9798-a469ef8cece2"
}

A plain deployment request

"example-plain-data"

Response Structure

Details of the created deployment request

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • success: A boolean value that indicates whether the deployment request was successful
  • result: Deployment request result value. NULL if the request failed.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.

Response Examples

A failed deployment request

{
  "id": "85ae32a7-fe3a-4a55-be27-9db88ae68501",
  "deployment": "deployment-1",
  "version": "v1",
  "success": false,
  "result": None,
  "error_message": "Asset ID not supported"
}

A successful deployment request

{
  "id": "ffce45da-1562-419a-89a0-0a0837e55392",
  "deployment": "deployment-1",
  "version": "v2",
  "success": true,
  "result": {
    "output-field-1": "2.1369",
    "output-field-2": "5.5832",
  },
  "error_message": None
}

Example

data <- list(input_field_1 = "input_value_1", input_field_2 = "input_value_2")

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_create(
  deployment.name, version, data,
  timeout = NULL
)

# Or provide directly
result <- ubiops::deployment_version_requests_create(
  deployment.name, version, data,
  timeout = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_delete

deployment_version_requests_delete(deployment.name, request.id, version)

Delete a deployment version request

Description

Delete a deployment request for a deployment version

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
ubiops::deployment_version_requests_delete(
  deployment.name, request.id, version
)

# Or provide directly
ubiops::deployment_version_requests_delete(
  deployment.name, request.id, version,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_get

deployment_version_requests_get(deployment.name, request.id, version, metadata.only=NULL)

Get a deployment version request

Description

Get a request for a deployment version. With this method, the result of a request may be retrieved.

Optional Parameters

The following parameters should be given as query parameters:

  • metadata_only: A boolean value that indicates whether the response should include the request data and result. The default value is False.

Response Structure

A dictionary containing the details of the deployment request with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed
  • request_data: A dictionary containing the data that was sent when the request was created
  • result: Deployment request result value. NULL if the request is 'pending', 'processing' or 'failed'.
  • error_message: An error message explaining why the request has failed. NULL if the request was successful.
  • created_by: The email of the user that created the request. In case the request is created by a service, the field will have a "UbiOps" value.

Response Examples

{
  "id": "2f909aeb-5c7e-4974-970d-cd0a6a073aca",
  "deployment": "deployment-1",
  "version": "v1",
  "status": "pending",
  "success": false,
  "time_created": "2020-03-29T08:09:10.729+00:00",
  "time_started": "2020-03-28T20:00:41.276+00:00",
  "time_completed": "2020-03-28T20:00:42.241+00:00",
  "request_data": {
    "input": 82.3
  },
  "result": null,
  "error_message": null,
  "created_by": "[email protected]"
}

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_get(
  deployment.name, request.id, version,
  metadata.only = NULL
)

# Or provide directly
result <- ubiops::deployment_version_requests_get(
  deployment.name, request.id, version,
  metadata.only = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_list

deployment_version_requests_list(deployment.name, version, status=NULL, success=NULL, limit=NULL, offset=NULL, sort=NULL, pipeline=NULL, start.date=NULL, end.date=NULL, search.id=NULL)

List deployment version requests

Description

List all requests for a deployment version

Optional Parameters

The following parameters should be given as query parameters:

  • status: Status of the request. Can be 'pending', 'processing', 'failed', 'completed', 'cancelled' or 'cancelled_pending'.
  • success: A boolean value that indicates whether the deployment request was successful
  • limit: The maximum number of requests given back, default is 50
  • offset: The number which forms the starting point of the requests given back. If offset equals 2, then the first 2 requests will be omitted from the list.
  • sort: Direction of sorting according to the creation date of the request, can be 'asc' or 'desc'. The default sorting is done in descending order.
  • pipeline: A boolean value that indicates whether the deployment request was part of a pipeline request
  • start_date: Start date of the interval for which the requests are retrieved, looking at the creation date of the request
  • end_date: End date of the interval for which the requests are retrieved, looking at the creation date of the request
  • search_id: A string to search inside request ids. It will filter all request ids that contain this string

If no start or end date is provided, the most recent requests are returned.

Response Structure

A list of dictionaries containing the details of the deployment requests with the following fields:

  • id: Unique identifier for the deployment request
  • deployment: Name of the deployment the request was made to
  • version: Name of the version the request was made to
  • status: Status of the request
  • success: A boolean value that indicates whether the deployment request was successful. NULL if the request is not yet finished.
  • time_created: Server time that the request was made (current time)
  • time_started: Server time that the processing of the request was started
  • time_completed: Server time that the processing of the request was completed

Response Examples

[
  {
    "id": "69eca481-8576-49e8-8e20-ea56f2005bcb",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "pending",
    "success": false,
    "time_created": "2020-03-28T20:00:26.613+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00"
  },
  {
    "id": "2521378e-263e-4e2e-85e9-a96254b36536",
    "deployment": "deployment-1",
    "version": "v1",
    "status": "completed",
    "success": true,
    "time_created": "2020-03-28T20:00:26.613+00:00",
    "time_started": "2020-03-28T20:00:41.276+00:00",
    "time_completed": "2020-03-28T20:00:42.241+00:00"
  }
]

Example

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_list(
  deployment.name, version,
  status = NULL, success = NULL, limit = NULL, offset = NULL, sort = NULL, pipeline = NULL, start.date = NULL, end.date = NULL, search.id = NULL
)

# Or provide directly
result <- ubiops::deployment_version_requests_list(
  deployment.name, version,
  status = NULL, success = NULL, limit = NULL, offset = NULL, sort = NULL, pipeline = NULL, start.date = NULL, end.date = NULL, search.id = NULL, 
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.

deployment_version_requests_update

deployment_version_requests_update(deployment.name, request.id, version, data)

Update a deployment version request

Description

Update a deployment request for a deployment version. It is possible to cancel a request by giving cancelled in the status field.

Required Parameters

  • status: Status that the request will be updated to. It can only be cancelled.

Request Examples

{
"status": "cancelled"
}

Example

data <- list(
  status = "status"  # one of: [cancelled] 
)

# Use environment variables
Sys.setenv("UBIOPS_PROJECT" = "YOUR PROJECT NAME")
Sys.setenv("UBIOPS_API_TOKEN" = "YOUR API TOKEN")
result <- ubiops::deployment_version_requests_update(
  deployment.name, request.id, version, data
)

# Or provide directly
result <- ubiops::deployment_version_requests_update(
  deployment.name, request.id, version, data,
  UBIOPS_PROJECT = "YOUR PROJECT NAME", UBIOPS_API_TOKEN = "YOUR API TOKEN"
)

print(result)

# Or print in JSON format
print(jsonlite::toJSON(result, auto_unbox=TRUE))

# The default API url is https://api.ubiops.com/v2.1
# Want to use a different API url? Provide `UBIOPS_API_URL`, either directly or as environment variable.