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Pipeline

Run Datafit

post/pipelines/datafits

Query parameters

project_idstring nullable

Request body

objectivesobject required
parametersobject required
optimizerobject nullable
costobject nullable
optionsobject nullable
multistartsinteger nullable
baseline_parametersobject nullable
existing_parametersobject nullable
timeoutinteger nullable
job_typestring

Job type: 'datafit' or 'optimize' (must match JobType enum values)

selected_cellstring nullable
selected_modelstring nullable

Response

Successful Response

job_idstring required
job_type'dummy' | 'datafit' | 'array_datafit' | 'validation' | 'simulate' | 'evaluate_variables' | 'optimize' | 'ecm_fit' | 'simple_pipeline' required

Possible types for a job

status'pending' | 'processing' | 'waiting' | 'completed' | 'failed' | 'canceled' required

Possible statuses for a job

priorityinteger required
created_atstring date-time required
updated_atstring date-time required
started_atstring date-time nullable
completed_atstring date-time nullable
compute_timenumber nullable
errorstring nullable
error_code'CONFIGURATION_ERROR' | 'MODEL_ERROR' | 'SOLVER_ERROR' | 'EXECUTION_TIMEOUT' | 'SUBMISSION_FAILED' | 'INTERNAL_ERROR'

Machine-readable error codes for jobs.

error_detailobject nullable
resultobject nullable
callback_urlstring uri nullable
parent_job_idstring nullable
user_idstring required
organization_idstring required
project_idstring nullable
access_level'project' | 'organization'

Possible access levels for a job

params_pathstring nullable
metadata_pathstring nullable
anyscale_job_idstring nullable
submission_infoobject nullable
is_terminalboolean required

Whether the job has reached a terminal state and will not transition further.

Derived from :attr:JobStatus.TERMINAL_STATUSES, so adding a new terminal status to the enum automatically updates the wire field — clients that read is_terminal never need to know the status taxonomy or be re-released when it changes.

is_failedboolean required

Whether the job terminated unsuccessfully (failed or canceled, not completed).

Derived from :attr:is_terminal minus the success case, so any new non-success terminal status added to :class:JobStatus is automatically classified as a failure without touching this method.

anyscale_urlstring nullable required

Deep-link to this job's Anyscale console dashboard, or None.

Built server-side (mirroring the Sentry log_url pattern) from the captured anyscale_job_id and the environment's console cloud/project ids. Returns None when the job never ran on Anyscale (local/serve) or the environment has no console ids configured, so the UI simply omits the link in those cases.

Changes