How to export document (PDF) annotations and sample export formats.
Open this Colab for an interactive tutorial on exporting annotations.
Export JSON annotations
# Set the export params to include/exclude certain fields. Make sure each of these fields are correctly grabbed
export_params= {
"attachments": True,
"metadata_fields": True,
"data_row_details": True,
"project_details": True,
"label_details": True,
"performance_details": True
}
# You can set the range for last_activity_at and label_created_at.
# For context, last_activity_at captures the creation and modification of labels, metadata, status, comments and reviews.
# Note: This is an AND logic between the filters, so usually using one filter is sufficient.
filters= {
"last_activity_at": ["2000-01-01 00:00:00", "2050-01-01 00:00:00"],
"workflow_status": "Done"
}
export_task = project.export_v2(params=export_params, filters=filters)
export_task.wait_till_done()
if export_task.errors:
print(export_task.errors)
export_json = export_task.result
print("results: ", export_json)
labels = project.export_labels(download=True)
# Optionally, provide a date range as an optional parameter
# This will export only labels created between the supplied dates
# Date range can be formatted as "YYYY-MM-DD" or "YYYY-MM-DD hh:mm:ss"
labels = project.export_labels(download=True, start="2022-09-28", end="2022-10-04")
Annotation export formats
Bounding box
{
"feature_id": "cldnzepf100063b6jywag3r0e",
"name": "bbox_document",
"annotation_kind": "DocumentBoundingBox",
"classifications": [],
"page_number": 0,
"bounding_box": {
"top": 145.469,
"left": 5.388,
"height": 107.755,
"width": 39.869
}
}
{
"featureId": "cky8ybaew00013g67ywqyfboe",
"schemaId": "cky8xqathotfg10axdntqcja1",
"title": "Sample object 1",
"value": "sample_object_1",
"color": "#70d4e0",
"bbox": {
"top":107.442,
"left":102.326,
"height":181.116,
"width":274.232
}
"page":1,
"unit":"POINTS", // points represent 1/72 of an inch.
Text entity (named entity)
An OCR text layer is required to see the annotated text in the export.
{
"feature_id": "cldnzeo9500043b6j2pbht6iw",
"name": "entity_document",
"annotation_kind": "DocumentEntityRegion",
"classifications": [],
"locations": [
{
"page_number": 0,
"bounding_box": {
"top": 262.50994897959185,
"left": 63.95433673469388,
"height": 11.314285714285688,
"width": 90.42997050382654
}
}
]
}
{
"feature_id": "cldnzeo9500043b6j2pbht6iw",
"name": "entity_document",
"annotation_kind": "DocumentEntityToken",
"classifications": [],
"location": {
"groups": [
{
"id": "6d1bdcad-c427-4cde-b2f1-c436b4e6893e",
"page_number": 0,
"tokens": [
"189b441c-b184-4501-9b61-4bb538efecae",
"5280789c-b9eb-4435-a975-a319fdd33af0",
"7d807e26-d8b8-452c-9549-a506e64e7442"
],
"text": "annotated text"
}
]
}
}
{
"featureId": "cl899p4jn0amu3b6ucjoamoyi",
"schemaId": "cl899obmq004qt2mfay3673pu",
"color": "#1CE6FF",
"title": "Text",
"value": "text",
"data": {
"customLayerMetadata": {
"text": "evaluated by difference",
"textLayerUrl": "https://storage.googleapis.com/labelbox-developer-testing-assets/pdf/pdf-custom-text-layer/E2G5F105-lb-custom-text-layer.json",
"textSelections": [
{
"groupId": "9cec3650-ed4f-4261-adf0-283a5f4ea736",
"page": 0,
"text": "evaluated by difference",
"tokenIds": [
"16e7328e-bc52-41a6-9530-6700d6d6809a",
"0c01d928-0c89-4208-92e6-e306c5d85756",
"71c89c58-f60a-4f0e-8696-87e6e350bade",
"554b16cc-ee6d-4e2a-b830-59829e0c892f",
"908b5d7f-71d7-464d-8a93-b1c7164c657c",
"107e8b38-5ae7-4d8e-b75f-7d7213282e8b",
"a68db17f-81d3-48f6-b6c8-acba25871445",
"ad98bf61-4b77-405e-9014-ced4e0fd346d",
"7382f859-ed2d-4cc7-b17e-ffac0a4ac05f",
"92e1fe01-1970-42bb-8ed5-4e48e2395ca0",
"42503f3a-4107-4a4a-b522-cfd88de0963f",
"fe71c1b6-9402-4737-b0cb-3c8853d1364b",
"84ead276-f302-4039-900b-7ca81fc0c5c4",
"da009cd4-47e4-417f-94d1-b51e816dc72d",
"825316bd-6443-4dff-9002-3fdf92d6a8e6",
"fa81eab7-9f06-48c6-b6db-4a432d633b37",
"be7b0345-0d96-47b1-bb43-a7fa1365c31d"
]
}
]
}
}
}
Relationship
"relationships":[
{
"featureId":"cl3uaz2kn000p3f6crzl3qqww",
"schemaId":"cl3n8b4oz51sc087jdrgl17q2",
"data":
{
"source":"cl3uay4qj000i3f6c9jtvu2ab",
"target":"cl3uaxxo2000f3f6cbselj2z3"
},
"relationshipType":"unidirectional",
"version":1
}
]
Classification - Radio
{
"feature_id": "cldne96y201wq13ydu0qcc2up",
"name": "radio_question_sub",
"radio_answer": {
"feature_id": "cldne96y201wr13yd23kr1pcr",
"name": "first_radio_answer",
"classifications": [
{
"feature_id": "cldne96y201ws13ydycgddbx1",
"name": "sub_radio_question",
"radio_answer": {
"feature_id": "cldne96y201wt13ydowa2bs2i",
"name": "first_sub_radio_answer",
"classifications": []
}
}
]
}
}
// Global classification
{
"uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
"dataRow": {
"id": "ckd11jg6scq9c0cq43vmh6i07"
},
"schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
"answer": {
"schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
}
}
// Nested classification
{
"uuid": "532953e6-746f-4d74-945d-b4a9c2786479",
"schemaId": "ckshluz7h7d9b0yb60biaasya",
"dataRow": {
"id": "ckshkj1vj4rsq0yvubkoe76vi"
},
"bbox": {
"top": 57,
"left": 209,
"height": 216,
"width": 152
},
"classifications": [
{
"schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
"answer": {
"schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
}
}
]
}
Classification - Checklist
{
"feature_id": "cldne96y201wu13ydohrclpra",
"name": "checklist_question",
"checklist_answers": [
{
"feature_id": "cldne96y301wv13ydatuxugbt",
"name": "first_checklist_answer",
"classifications": []
},
{
"feature_id": "cldne96y301ww13yds4zkk49u",
"name": "second_checklist_answer",
"classifications": []
},
{
"feature_id": "cldne96y301wx13ydvb5x2w6o",
"name": "third_checklist_answer",
"classifications": []
}
]
}
{
"featureId": "cl89b1d3g00013b6k8388lpol",
"schemaId": "cl89b186w0xg107xkga0fdf4j",
"scope": "global",
"title": "Attributes",
"value": "attributes",
"answers": [
{
"featureId": "cl89b1dln00033b6ky6j9cb62",
"schemaId": "cl89b186w0xg407xk4yvkf3o8",
"title": "Crowded",
"value": "crowded"
},
{
"featureId": "cl89b1e3z00063b6kll28e559",
"schemaId": "cl89b186w0xg607xk8ogy304a",
"title": "Foot traffic",
"value": "foot_traffic"
},
{
"featureId": "cl89b1ekd000a3b6kbiipqxi7",
"schemaId": "cl89b186w0xg807xke5kg606w",
"title": "Vehicle traffic",
"value": "vehicle_traffic"
}
]
}
Classification - Free-form text
{
"feature_id": "cldne96y301wy13yd0wp5z87y",
"name": "free_text",
"text_answer": {
"content": "sample text"
}
}
{
"featureId": "ckmuzkkhw000a3g68xegct9wz",
"schemaId": "ckmuzjtfa64bq0y839bn8ci4l",
"title": "Free-form text",
"value": "free-form_text",
"answer": "Correct text answer"
}
Sample project export
{
"data_row": {
"id": "cldnf7vtu04bs078y9uw19u2e",
"row_data": "https://storage.googleapis.com/labelbox-datasets/arxiv-pdf/data/99-word-token-pdfs/0801.3483.pdf",
"details": {
"dataset_id": "cldnf7uyf03jb081pgq4o8cks",
"created_at": "2023-02-02",
"updated_at": "2023-02-02",
"created_by": "[email protected]"
}
},
"media_attributes": {
"mime_type": "application/pdf",
"text_layer_url": "https://storage.googleapis.com/labelbox-datasets/arxiv-pdf/data/99-word-token-pdfs/0801.3483-lb-textlayer.json"
},
"attachments": [],
"metadata_fields": [],
"projects": {
"cldnza25c086407yy74gh4ln7": {
"project_name": "test_document_export_project",
"labels": [
{
"label_kind": "Default",
"version": "1.0.0",
"id": "cldnzeaxq0dgu071a8ou65i46",
"label_details": {
"created_at": "2023-02-03T03:43:43+00:00",
"updated_at": "2023-02-13T20:57:31+00:00",
"created_by": "[email protected]",
"reviews": []
},
"performance_details": {
"seconds_to_create": 726,
"seconds_to_review": 0,
"skipped": false
},
"annotations": {
"objects": [
{
"feature_id": "cldnzeo9500043b6j2pbht6iw",
"name": "entity_document",
"annotation_kind": "DocumentEntityRegion",
"classifications": [],
"locations": [
{
"page_number": 0,
"bounding_box": {
"top": 262.50994897959185,
"left": 63.95433673469388,
"height": 11.314285714285688,
"width": 90.42997050382654
}
}
]
},
{
"feature_id": "cldnzepf100063b6jywag3r0e",
"name": "bbox_document",
"annotation_kind": "DocumentBoundingBox",
"classifications": [],
"page_number": 0,
"bounding_box": {
"top": 145.469,
"left": 5.388,
"height": 107.755,
"width": 39.869
}
},
{
"feature_id": "cle3ap8ow00023b6j5i4vppij",
"name": "entity_document",
"annotation_kind": "DocumentEntityRegion",
"classifications": [],
"locations": [
{
"page_number": 0,
"bounding_box": {
"top": 285.4247448979592,
"left": 189.012669403699,
"height": 11.314285714285745,
"width": 64.77479870854594
}
}
]
},
{
"feature_id": "cle3apc0100053b6j0szweip7",
"name": "entity_document",
"annotation_kind": "DocumentEntityRegion",
"classifications": [],
"locations": [
{
"page_number": 0,
"bounding_box": {
"top": 285.4247448979592,
"left": 278.00553252551026,
"height": 11.314285714285745,
"width": 21.189622528698976
}
},
{
"page_number": 0,
"bounding_box": {
"top": 296.83163265306126,
"left": 53.99540816326531,
"height": 11.314285714285745,
"width": 43.99557158801021
}
}
]
}
],
"classifications": [],
"relationships": [
{
"feature_id": "cldnzeur700093b6jgkoj88p2",
"name": "relation_1",
"annotation_kind": "DocumentUnidirectionalRelationship",
"classifications": [],
"unidirectional_relationship": {
"source": "cldnzepf100063b6jywag3r0e",
"target": "cldnzeo9500043b6j2pbht6iw"
}
},
{
"feature_id": "cle3aqgrn00073b6jcytqix1y",
"name": "relation_1",
"annotation_kind": "DocumentUnidirectionalRelationship",
"classifications": [],
"unidirectional_relationship": {
"source": "cle3ap8ow00023b6j5i4vppij",
"target": "cle3apc0100053b6j0szweip7"
}
}
]
}
}
],
"project_details": {
"ontology_id": "cldnzaasy08xi07xz3n6qf3v2",
"batch_id": "0dde4a70-a326-11ed-9fd5-ef4a1723fd58",
"priority": 5,
"consensus_expected_label_count": 1,
"workflow_history": [
{
"action": "APPROVE",
"created_at": "2023-02-13T20:55:28.990000+00:00",
"created_by": "[email protected]",
"previous_task_name": "Initial review task",
"previous_task_id": "19e6a51f-d873-4de3-97fa-0e91738cfdb6"
},
{
"action": "MOVE",
"created_at": "2023-02-03T03:43:42.773000+00:00",
"created_by": "[email protected]",
"previous_task_name": "Initial labeling task",
"previous_task_id": "b7533ced-7f39-0e3d-ac8b-9834522747fc",
"next_task_name": "Initial review task",
"next_task_id": "19e6a51f-d873-4de3-97fa-0e91738cfdb6"
},
{
"action": "MOVE",
"created_at": "2023-02-03T03:43:42.741000+00:00",
"created_by": "[email protected]",
"next_task_name": "Initial labeling task",
"next_task_id": "b7533ced-7f39-0e3d-ac8b-9834522747fc"
}
]
}
}
}
}
[
{
"ID": "cky8xqftnocd50zbvh8h67z4x",
"DataRow ID": "cky8wroom000v0zsqddjg2ges",
"Labeled Data": "https://storage.labelbox.com/cjhfn5y6s0pk507024nz1ocys%2F5e697840-a142-d5c4-39cc-10a2efa070c8.pdf",
"Label": {
"objects": [
{
"featureId": "cky8ybaew00013g67ywqyfboe",
"schemaId": "cky8xqathotfg10axdntqcja1",
"title": "Sample object 1",
"value": "sample_object_1",
"color": "#70d4e0",
"bbox":{
"top":107.442,
"left":102.326,
"height":181.116,
"width":274.232
},
"page":1,
"unit":"POINTS", // points represent 1/72 of an inch.
"instanceURI": "https://api.labelbox.com/masks/feature/cky8ybaew00013g67ywqyfboe"
},
{
"featureId": "ckn94pfs700033g68hidmdqsg",
"schemaId": "ckn94hhay0opv0y69fbpg76bs",
"title": "Sample object 2",
"value": "sample_object_2",
"color": "#FF34FF",
"instanceURI": "https://api.labelbox.com/masks/feature/ckn94pfs700033g68hidmdqsg?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VySWQiOiJjazUycnZ4MWtxYXpiMDc3MDBtcTI3eDRsIiwib3JnYW5pemF0aW9uSWQiOiJjazUycnZ4MG1wdzRnMDc2NndncXZqdGw5IiwiaWF0IjoxNjE3OTAzMDU5LCJleHAiOjE2MjA0OTUwNTl9.r6Qw2Qx_wbtflEwnZm-7XzPP-AbZn5VuIQ4_ETjBqJc"
}
],
"classifications": [
{
"featureId": "cky8ybfqf00043g670ies4irl",
"schemaId": "cky8xqathotfh10axbjzofimy",
"title": "Role:",
"value": "role",
"answers": {
"featureId": "cky8ybfqf00033g67f1vrj24v",
"schemaId": "cky8xqathotfi10ax06z82rup",
"title": "Author",
"value": "author"
}
}
]
},
"Created By": "[email protected]",
"Project Name": "Document Labeling",
"Created At": "2022-01-10T17:22:46.000Z",
"Updated At": "2022-01-10T17:22:46.602Z",
"Seconds to Label": 0,
"External ID": "Navigating the New Landscape of AI Platforms.pdf",
"Agreement": -1,
"Benchmark Agreement": -1,
"Benchmark ID": null,
"Dataset Name": "Document Samples",
"Reviews": [],
"View Label": "https://editor.labelbox.com?project=cky8xlauaow3710bx1s2bev2l&label=cky8xqftnocd50zbvh8h67z4x",
"Has Open Issues": 0,
"Skipped": false,
"DataRow Workflow Info": {
"taskName": "Done",
"Workflow History": [
{
"actorId": "cl3lobugu14pw0796fau0dgad",
"action": "APPROVE",
"createdAt": "2022-09-29T15:46:23.269Z",
"previousTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"previousTaskName": "Initial review task"
},
{
"actorId": "cl3lobugu14pw0796fau0dgad",
"action": "REWORK",
"createdAt": "2022-09-29T14:23:59.735Z",
"previousTaskId": "4a0d7f40-0c3f-0cc8-adc4-fd818684facd",
"previousTaskName": "Rework (all rejected)",
"nextTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"nextTaskName": "Initial review task"
},
{
"actorId": "cl1qe5naj3g460z6e0owr6mwj",
"action": "REJECT",
"createdAt": "2022-09-29T13:39:01.077Z",
"previousTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"previousTaskName": "Initial review task",
"nextTaskId": "4a0d7f40-0c3f-0cc8-adc4-fd818684facd",
"nextTaskName": "Rework (all rejected)"
},
{
"actorId": "cl3ucfsj22j8l073xaitnh1xe",
"action": "MOVE",
"createdAt": "2022-09-28T18:06:16.881Z",
"previousTaskId": "ea78e526-e429-002e-8b80-b72c4b591152",
"previousTaskName": "Initial labeling task",
"nextTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"nextTaskName": "Initial review task"
},
{
"actorId": "cl3ucfsj22j8l073xaitnh1xe",
"action": "MOVE",
"createdAt": "2022-09-28T18:06:16.859Z",
"nextTaskId": "ea78e526-e429-002e-8b80-b72c4b591152",
"nextTaskName": "Initial labeling task"
}
]
}
}
]
Sample model run export
{
"data_row": {
"id": "clgz737op0ium074i5lv94tv9",
"global_key": "0801.3483.pdf",
"row_data": "https://storage.googleapis.com/labelbox-datasets/arxiv-pdf/data/99-word-token-pdfs/0801.3483.pdf",
"details": {
"dataset_id": "clgz72ny403ax072neg3hdgg3",
"created_at": "2023-04-27T14:03:06.000+00:00",
"updated_at": "2023-04-27T14:03:06.000+00:00",
"created_by": "[email protected]"
}
},
"media_attributes": {
"mime_type": "application/pdf",
"text_layer_url": "https://storage.googleapis.com/labelbox-datasets/arxiv-pdf/data/99-word-token-pdfs/0801.3483-lb-textlayer.json"
},
"attachments": [],
"metadata_fields": [],
"experiments": {
"a1310f8c-4157-03b7-fe21-a07175bfa56f": {
"name": "PDF_model_run_814e5003-951b-4499-8c6a-9a374a3d9be7",
"runs": {
"a1310f8c-9bdc-0e19-ef26-e375ec3fc980": {
"name": "iteration 1",
"run_data_row_id": "84e1b106-2ea5-4b6d-8fce-141cd78be6dd",
"labels": [
{
"label_kind": "Default",
"version": "1.0.0",
"id": "clgz775vl0vw4142suvseyfb8",
"annotations": {
"objects": [
{
"feature_id": "0c58f574-083f-4e96-b2b2-e6d9ee1ff86d",
"name": "bounding_box",
"annotation_kind": "DocumentBoundingBox",
"classifications": [],
"page_number": 0,
"bounding_box": {
"top": 135.3,
"left": 102.771,
"height": 109.84299999999999,
"width": 415.8
}
},
{
"feature_id": "15223a63-6b71-4f6e-8916-855e9479a599",
"name": "named_entity",
"annotation_kind": "DocumentEntityToken",
"classifications": [],
"location": {
"groups": [
{
"id": "2f4336f4-a07e-4e0a-a9e1-5629b03b719b",
"page_number": 1,
"tokens": [
"3f984bf3-1d61-44f5-b59a-9658a2e3440f",
"3bf00b56-ff12-4e52-8cc1-08dbddb3c3b8",
"6e1c3420-d4b7-4c5a-8fd6-ead43bf73d80",
"87a43d32-af76-4a1d-b262-5c5f4d5ace3a",
"e8606e8a-dfd9-4c49-a635-ad5c879c75d0",
"67c7c19e-4654-425d-bf17-2adb8cf02c30",
"149c5e80-3e07-49a7-ab2d-29ddfe6a38fa",
"b0e94071-2187-461e-8e76-96c58738a52c"
],
"text": "Metal-insulator (MI) transitions have been one of the"
}
]
}
},
{
"feature_id": "de4a3575-8659-4c47-ac7e-124f35a9a4fe",
"name": "ner_with_checklist_subclass",
"annotation_kind": "DocumentEntityToken",
"classifications": [
{
"feature_id": "b5b07cf0-e4d8-4dd4-a109-bb58a9b9969d",
"name": "sub_checklist_question",
"checklist_answers": [
{
"feature_id": "a4b2da40-fd97-49c3-85e3-8585230a3517",
"name": "first_sub_checklist_answer",
"classifications": []
}
]
}
],
"location": {
"groups": [
{
"id": "80e1e326-0194-4f38-845c-d9d22b0054fb",
"page_number": 1,
"tokens": [
"c2639311-4db1-4ad5-9a8d-1f2ab2c2dae8",
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