Exporting tasks

Exporting Annotations
You can use the SDK to export your annotations using a Python script. The CLI also provides a simple and optimized workflow for exporting annotations. 
Annotations are exported in two ways: 
1.The export_tasks function returns a Python object containing important meta-data information and any vector annotations (measurements, landmarks, etc.). Please see the format of the object here. 
2.Segmentation data is written to your disk in the NIfTI format. Segmentation data can also be exported in PNG format. Please see the folder structure here. 
Please view the detailed export_tasks reference here. 
Code Examples
Perform the standard RedBrick AI SDK set-up to create a project object.
project = redbrick.get_project(org_id, project_id, api_key)
Export all tasks
annotations = project.export.export_tasks()
Export only ground truth
You can export only the tasks in Ground Truth, i.e., tasks that have successfully made it through all Labeling and Review stages. 
annotations = project.export.export_tasks(only_ground_truth=True)
Export specific tasks only
Export select tasks by specifying Task IDs. 
annotations = project.export.export_tasks(task_id="...")
Generate an audit trail
Generating an audit trail can be useful material for regulators interested in your quality control processes and for managing your internal QA processes. 
You can generate a detailed audit trail of all actions/events associated with every task using get_task_events.
Please see a detailed reference for get_task_events here.
Perform the standard RedBrick AI SDK set-up to create a project object and retrieve the audit trail for all tasks.
project = redbrick.get_project(org_id, project_id, api_key)
audit_trail = project.get_task_events()
Generate the audit trail for all tasks (not only the ones in ground truth).
audit_trail = project.get_task_events(only_ground_truth=False)
The returned object will contain data similar to what is shown below. Each entry will represent a single task (uniquely identified by taskId). The events array contains all key events/actions performed on the task, with events[0] being the first event.
[
  {
    "taskId": "...",
    "currentStageName": "Label",
    "events": [
      {
        "eventType": "TASK_CREATED",
        "createdAt": "...",
        "isGroundTruth": false,
        "createdBy": "..."
      },
      {
        "eventType": "TASK_ASSIGNED",
        "createdAt": "...",
        "assignee": "...",
        "stage": "Label"
      }
    ]
  }
]
Last modified 2mo ago