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FORMAT: 1A
HOST: https://api.dominodatalab.com
# Domino Data Lab API
Domino has two types of APIs:
1. The **Domino API** that you can use to operate and administer Domino services. These APIs are documented on this page.
2. The **Model API** serves your code as a low-latency web service. You don't need any API design experience
to turn your Python or R code into a Model API Endpoint. [Learn more about Model APIs here.](https://docs.dominodatalab.com/en/latest/user_guide/30df06/publish-a-model-api/)
**Note:**
* The base URL will depend on your deployment of Domino. Replace `https://api.dominodatalab.com` in
the examples below with the URL of your Domino deployment. This will be the same as the URL you visit in your browser
when you use the Domino application.
* To authenticate your requests, include your API Key with the header `X-Domino-Api-Key`. You can find this key on your
user account page in the Domino application.
# Group Project runs and files
These endpoints allow you to interact with your project's runs and files.
## Project runs [/v1/projects/{username}/{project_name}/runs]
### Get a list of runs [GET]
+ Parameters
+ username: `nick` (string, required) - The project owner's username
+ project_name: `winequality` (string, required) - The project name
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ objectType: `list` (string) - The type of object the API returned.
+ uri (string) - The URI that responded to your request.
+ data (array[Run status]) - Array of run statuses.
### Start a run [POST]
+ Parameters
+ username: `nick` (string, required) - The project owner's username
+ project_name: `winequality` (string, required) - The project name
+ Request (application/json)
+ Attributes
+ command: `model.py`, `random-argument`, `--sample`, `2000` (array, required) - Array of strings making up your command. For example:
```python
["model.py", "random-argument", "--sample", "2000"]
```
+ isDirect: `false` (boolean, required) - A direct command is interpretted as a shell command; Domino doesn't try to infer a program to match your file type.
+ title: `This one should work!` (string) - An optional title for your run.
+ tier: `gpu` (string) - Identifier of the hardware tier to use. This should be the human-readable name of the hardware tier, such as "Free", "Small", "Medium" etc.
+ commitId: `1c6e8aa47951e39f9a905f0077af9355c35b712b` (string) - Revision at which to start the run.
+ publishApiEndpoint: `false` (boolean) - __This field will be deprecated in future versions.__ If true, the results of a successful run will be deployed to the project's active API Endpoint, if one exists.
+ datasetConfig: '' (string) - Deprecated in 4.5. The optional name of a Dataset configuration from a domino.yaml file; used to start a run with a specific dataset configuration mounted.
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ runId: `553af271e4b0364c0f717b24` (string) - The unique ID for the run that was just started.
+ message: `Run for project <username>/<project_name> started. You can view progress here: https://app.dominodatalab.com/<username>/<project_name/runs/553af271e4b0364c0f717b24` (string) - A human-readable message with a full link to view the status of your run.
## Run status [/v1/projects/{username}/{project_name}/runs/{run_id}]
### Get the status of a run [GET]
+ Parameters
+ username: `nick` (string, required) - The project owner's username.
+ project_name: `winequality` (string, required) - The project name.
+ run_id (string, required) - The unique ID for the run.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes (Run status)
## Run logs [/v1/projects/{username}/{project_name}/run/{run_id}/stdout?{previewNumberOfLines}]
### Get run logs [GET]
+ Parameters
+ username: `nick` (string, required) - The project owner's username
+ project_name: `winequality` (string, required) - The project name
+ run_id (string, required) - The unique ID for the run
+ previewNumberOfLines (int, optional) - Take the last _N_ lines of the log output
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ setup: `Downloading blobs\n0 of 1 transferred...\n`(string) - Logs output during the setup of the run
+ stdout: `Hello, World!\n` (string) - Logs outputted from user code during the run. Note that this field also include stderr logs as well.
## Project files [/v1/projects/{username}/{project_name}/files/{commit_id}/{path}]
### Get a list of files in a commit [GET]
+ Parameters
+ username: `nick` (string, required) - The project owner's username.
+ project_name: `winequality` (string, required) - The project name.
+ commit_id: `8f5622ad68829da47ab9be2660c962a56df6003e` (string, required) - The commit ID of the revision of the project you want files for.
+ path: `/` (string, required) - The path you want files for.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
## File contents [/v1/projects/{username}/{project_name}/blobs/{blob_id}]
### Get the contents of a file [GET]
+ Parameters
+ username: `nick` (string, required) - The project owner's username.
+ project_name: `winequality` (string, required) - The project name.
+ blob_id: `adfjlklasdfhjklah8323hfjkdf` (string, required) - The unique ID of the blob.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200
## File uploads [/v1/projects/{username}/{project_name}/{path}]
### Upload a file to a project [PUT]
+ Parameters
+ username: `nick` (string, required) - The project owner's username.
+ project_name: `winequality` (string, required) - The project name.
+ path: `data/randomNumbers.rdata` (string, required) - Where you want the file to be saved. You can include `/` to upload files into directories that exist.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Body
<CONTENTS_OF_YOUR_FILE>
+ Response 201 (application/json)
+ Headers
Location: https://app.dominodatalab.com/v1/projects/marks/quick-start/blobs/5c28ab880e29953e41b91e351f786a833fbf18a5
Transfer-Encoding: chunked
+ Attributes
+ path: `data/randomNumbers.rdata` (string, required) - Path your file was saved to.
+ lastModified: `1475878612000` (number, required) - Milliseconds epoch time the file was last modified.
+ size: `32690` (number, required) - The size of the file you uploaded, in bytes.
+ key: `5c28ab880e29953e41b91e351f786a833fbf18a5` (string, required) - The blob ID for the file. Used by the `File contents` API.
+ url: `https://app.dominodatalab.com/v1/projects/marks/quick-start/blobs/5c28ab880e29953e41b91e351f786a833fbf18a5` (string, required) - The full URL to the blob. This can be used to re-download the file.
# Group Search
These endpoints allow you to search for projects, runs, files, and comments.
## Domino object search [/v1/search{?query,area}]
### Execute a search [GET]
+ Parameters
+ query: `shiny` (string, required) - The phrase to search for.
+ area: `project` (string, required) - The type of object to search. Valid values are `project`, `run`, `file`, and `comment`.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
# Group Environments
These endpoints allow you to interact with your environments.
## Environments [/v1/environments]
### Get a list of v2 environments [GET]
**This endpoint is deprecated. For more information, see the [current endpoint documentation](https://docs.dominodatalab.com/en/latest/api_guide/8c929e/domino-public-apis/#_get_environments_visible_to_a_user).**
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ objectType: `list` (string) - The type of object the API returned.
+ data (array[Environment list item]) - Array of environments.
# Group Models
These endpoints allow you to interact with your project's models.
## Project models [/v1/projects/{username}/{project_name}/models]
### Get a list of models published by a project [GET]
**This is a beta endpoint available in Domino 2.5+**<br>
**Its specification may change in future versions of Domino.**
+ Parameters
+ username: `nick` (string, required) The project owner's username.
+ project_name: `winequality` (string, required) - The project name.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ objectType: `list` (string) - The type of object the API returned.
+ data (array) - Array of models.
- (Model Base)
## Model publishing [/v1/models]
### Publish a new model [POST]
**This is a beta endpoint available in Domino 2.5+**<br>
**Its specification may change in future versions of Domino.**
+ Request (application/json)
+ Attributes (Model Create)
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes (Model Response)
## Model versions [/v1/models/{model_id}/versions]
### Get the latest versions of a model [GET]
**This is a beta endpoint available in Domino 2.5+**<br>
**Its specification may change in future versions of Domino.**
+ Parameters
+ model_id: `5a73a6b86278f5c536008832` (string, required) - The unique id of the model to version.
+ Request
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes
+ data (array[Model Version List Item])
### Publish a new model version [POST]
**This is a beta endpoint available in Domino 2.5+**<br>
**Its specification may change in future versions of Domino.**
+ Parameters
+ model_id: `5a73a6b86278f5c536008832` (string, required) - The unique id of the model to version.
+ Request (application/json)
+ Attributes (Model Version Create)
+ Headers
X-Domino-Api-Key: YOUR_DOMINO_API_KEY
+ Response 200 (application/json)
+ Attributes (Model Version Response)
## Build Model Image [/v4/models/buildModelImage]
### Build a model image [POST]
+ Request (application/json)
+ Headers
Accept: application/json
+ Attributes
+ Body
{
"modelName": "",
"projectId": "000000000000000000000000",
"inferenceFunctionToCall": "",
"inferenceFunctionFile": "",
"logHttpRequestResponse": false,
"description": "",
"environmentId": "000000000000000000000000",
"modelId": "000000000000000000000000"
}
+ Schema
{
"properties": {
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"inferenceFunctionFile": {
"type": "string"
},
"inferenceFunctionToCall": {
"type": "string"
},
"logHttpRequestResponse": {
"type": "boolean"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelName": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
}
},
"required": [
"modelName",
"projectId",
"inferenceFunctionToCall",
"inferenceFunctionFile",
"logHttpRequestResponse"
]
}
+ Response 202 (application/json)
Request accepted, building of model image continues offline
+ Attributes
+ Body
[
{
"modelId": "000000000000000000000000",
"name": "",
"environmentId": "000000000000000000000000",
"projectId": "000000000000000000000000",
"projectName": "",
"buildStatus": "",
"modelVersionId": "000000000000000000000000",
"modelVersionNumber": -100000000,
"description": ""
}
]
+ Schema
{
"items": {
"$ref": "#/definitions/domino.modelmanager.web.BuildModelImageApiResponse"
},
"type": "array",
"$schema": "http://json-schema.org/draft-04/schema#",
"definitions": {
"domino.modelmanager.web.BuildModelImageApiResponse": {
"properties": {
"buildStatus": {
"type": "string"
},
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelVersionId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelVersionNumber": {
"format": "int32",
"type": "integer"
},
"name": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"projectName": {
"type": "string"
}
},
"required": [
"modelId",
"name",
"environmentId",
"projectId",
"projectName",
"buildStatus",
"modelVersionId",
"modelVersionNumber"
]
}
}
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Attributes
+ Body
{
"modelName": "",
"projectId": "000000000000000000000000",
"inferenceFunctionToCall": "",
"inferenceFunctionFile": "",
"logHttpRequestResponse": false,
"description": "",
"environmentId": "000000000000000000000000",
"modelId": "000000000000000000000000"
}
+ Schema
{
"properties": {
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"inferenceFunctionFile": {
"type": "string"
},
"inferenceFunctionToCall": {
"type": "string"
},
"logHttpRequestResponse": {
"type": "boolean"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelName": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
}
},
"required": [
"modelName",
"projectId",
"inferenceFunctionToCall",
"inferenceFunctionFile",
"logHttpRequestResponse"
]
}
+ Response 400 (application/json)
The server could not understand the request due to malformed syntax
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Attributes
+ Body
{
"modelName": "",
"projectId": "000000000000000000000000",
"inferenceFunctionToCall": "",
"inferenceFunctionFile": "",
"logHttpRequestResponse": false,
"description": "",
"environmentId": "000000000000000000000000",
"modelId": "000000000000000000000000"
}
+ Schema
{
"properties": {
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"inferenceFunctionFile": {
"type": "string"
},
"inferenceFunctionToCall": {
"type": "string"
},
"logHttpRequestResponse": {
"type": "boolean"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelName": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
}
},
"required": [
"modelName",
"projectId",
"inferenceFunctionToCall",
"inferenceFunctionFile",
"logHttpRequestResponse"
]
}
+ Response 401 (application/json)
The current user cannot perform this operation because they are not logged in
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Attributes
+ Body
{
"modelName": "",
"projectId": "000000000000000000000000",
"inferenceFunctionToCall": "",
"inferenceFunctionFile": "",
"logHttpRequestResponse": false,
"description": "",
"environmentId": "000000000000000000000000",
"modelId": "000000000000000000000000"
}
+ Schema
{
"properties": {
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"inferenceFunctionFile": {
"type": "string"
},
"inferenceFunctionToCall": {
"type": "string"
},
"logHttpRequestResponse": {
"type": "boolean"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelName": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
}
},
"required": [
"modelName",
"projectId",
"inferenceFunctionToCall",
"inferenceFunctionFile",
"logHttpRequestResponse"
]
}
+ Response 403 (application/json)
The current user is not authorized to perform this operation
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Attributes
+ Body
{
"modelName": "",
"projectId": "000000000000000000000000",
"inferenceFunctionToCall": "",
"inferenceFunctionFile": "",
"logHttpRequestResponse": false,
"description": "",
"environmentId": "000000000000000000000000",
"modelId": "000000000000000000000000"
}
+ Schema
{
"properties": {
"description": {
"type": "string"
},
"environmentId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"inferenceFunctionFile": {
"type": "string"
},
"inferenceFunctionToCall": {
"type": "string"
},
"logHttpRequestResponse": {
"type": "boolean"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelName": {
"type": "string"
},
"projectId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
}
},
"required": [
"modelName",
"projectId",
"inferenceFunctionToCall",
"inferenceFunctionFile",
"logHttpRequestResponse"
]
}
+ Response 500 (application/json)
An internal error prevented the server from performing this action
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
## Export Model Image Status [/v4/models/{exportId}/getExportImageStatus]
### Get model image export status [GET]
+ Parameters
+ exportId (required)
+ Request (application/json)
+ Headers
Accept: application/json
+ Response 200 (application/json)
success
+ Attributes
+ Body
[
{
"modelId": "000000000000000000000000",
"modelVersionId": "000000000000000000000000",
"exportId": "000000000000000000000000",
"status": ""
}
]
+ Schema
{
"items": {
"$ref": "#/definitions/domino.modelmanager.web.ModelExportStatusApiResponse"
},
"type": "array",
"$schema": "http://json-schema.org/draft-04/schema#",
"definitions": {
"domino.modelmanager.web.ModelExportStatusApiResponse": {
"properties": {
"exportId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"modelVersionId": {
"pattern": "^[0-9a-f]{24}$",
"type": "string"
},
"status": {
"type": "string"
}
},
"required": [
"modelId",
"modelVersionId",
"exportId",
"status"
]
}
}
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Response 400 (application/json)
The server could not understand the request due to malformed syntax
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Response 401 (application/json)
The current user cannot perform this operation because they are not logged in
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Response 403 (application/json)
The current user is not authorized to perform this operation
+ Attributes (optional)
+ Body
{
"message": ""
}
+ Schema
{
"properties": {
"message": {
"description": "Error message",
"type": "string"
}
},
"type": "object",
"$schema": "http://json-schema.org/draft-04/schema#"
}
+ Request (application/json)
+ Headers
Accept: application/json
+ Response 500 (application/json)
An internal error prevented the server from performing this action
+ Attributes (optional)