|
| 1 | +from json import tool |
| 2 | +from xml.etree.ElementInclude import include |
| 3 | +from labelbox import Client, Project |
| 4 | +import time |
| 5 | +from labelbox.data.serialization import NDJsonConverter, LBV1Converter |
| 6 | +import os |
| 7 | +import requests |
| 8 | +from datetime import datetime, timezone |
| 9 | +from pprint import pprint |
| 10 | +from labelbox.orm.db_object import experimental |
| 11 | +from labelbox.schema.data_row import DataRow |
| 12 | + |
| 13 | +from labelbox.schema.data_row_metadata import ( |
| 14 | + DataRowMetadata, |
| 15 | + DataRowMetadataField, |
| 16 | + DeleteDataRowMetadata, |
| 17 | +) |
| 18 | + |
| 19 | +import uuid |
| 20 | +# import re |
| 21 | +import json |
| 22 | +from dataclasses import dataclass, field |
| 23 | +from labelbox import Tool, Classification |
| 24 | +from typing import List |
| 25 | + |
| 26 | +from labelbox.schema.ontology import OntologyBuilder |
| 27 | + |
| 28 | +from labelbox.schema.annotation_import import LabelImport |
| 29 | +# from labelbox.schema.bulk_import_request import DataRow |
| 30 | +from labelbox.schema.labeling_frontend import LabelingFrontend |
| 31 | +from labelbox.schema.ontology import Classification, OntologyBuilder, Ontology, Tool, Option |
| 32 | +from labelbox import Label |
| 33 | + |
| 34 | +# from labelbox.data.annotation_types.classification import ClassificationAnswer, Dropdown, Text, Radio |
| 35 | +# from labelbox.data.metrics.confusion_matrix import feature_confusion_matrix_metric, confusion_matrix_metric |
| 36 | +# from labelbox.data.annotation_types import ObjectAnnotation, ClassificationAnnotation, TextEntity, Mask |
| 37 | +# import numpy as np |
| 38 | +# from labelbox.data.serialization.labelbox_v1.label import LBV1LabelAnnotationsVideo |
| 39 | + |
| 40 | +import logging |
| 41 | +# logging.basicConfig(level=logging.DEBUG) |
| 42 | + |
| 43 | + |
| 44 | +# __________________________________________ |
| 45 | +def cleanup_my_org(): |
| 46 | + from datetime import datetime, timezone |
| 47 | + |
| 48 | + date = datetime.strptime("2022-06-01", |
| 49 | + "%Y-%m-%d").replace(tzinfo=timezone.utc) |
| 50 | + |
| 51 | + for project in client.get_projects(): |
| 52 | + if project.created_at > date: |
| 53 | + print(project.name) |
| 54 | + project.delete() |
| 55 | + for dataset in client.get_datasets(): |
| 56 | + if dataset.created_at > date: |
| 57 | + print(dataset.name) |
| 58 | + dataset.delete() |
| 59 | + for model in client.get_models(): |
| 60 | + model.delete() |
| 61 | + |
| 62 | + |
| 63 | +os.system('clear') |
| 64 | + |
| 65 | +# API_KEY = os.environ.get('apikey') |
| 66 | +# client = Client(API_KEY, enable_experimental=True) |
| 67 | + |
| 68 | + |
| 69 | +# API_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VySWQiOiJjbDN1OXJ3NzIwMDlvMHl4a2ViOHhkdml0Iiwib3JnYW5pemF0aW9uSWQiOiJjbDN1OXJ3Nm4wMDluMHl4azYzczVnNjZwIiwiYXBpS2V5SWQiOiJjbDU4YWhsaHEwYzR0MHkxZjhsYzc4NWxzIiwic2VjcmV0IjoiZTdlZjg5NTE2YjExNjQ5ZDE2MGQ1MTQxMGU1ZGUwYzIiLCJpYXQiOjE2NTcwMzI3MDQsImV4cCI6MjI4ODE4NDcwNH0.uQeS5xWVokFx5qQb-IXEgTnYnDfg_sH3jGUNd5Mw8Zc" |
| 70 | +# client = Client(API_KEY, endpoint="https://api.lb-stage.xyz/graphql") |
| 71 | + |
| 72 | +# print(client.get_organization()) |
| 73 | + |
| 74 | +#Python SDK Staging API Key 2 |
| 75 | + |
| 76 | + |
| 77 | + |
| 78 | + |
| 79 | +API_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VySWQiOiJjbDI5M2N2OWUwMDBicnRvdTBneWgyZ3RvIiwib3JnYW5pemF0aW9uSWQiOiJjbDI5M2N2NjAwMDBhcnRvdTl0M3JhMGpzIiwiYXBpS2V5SWQiOiJjbDN2c21icWgwMDBhbjdvdWFldWMwMmcyIiwic2VjcmV0IjoiYTQ4MmZjODU4OGU5YmI0NmJhZDU2YjljZDBhZDcyZTUiLCJpYXQiOjE2NTQxMDAzMTUsImV4cCI6MjI4NTI1MjMxNX0.UJC2uF8Cu6WwBSIZGUZUY8UznP7RCRsG4ns616OFXjI" |
| 80 | +client = Client(API_KEY, endpoint='http://localhost:8080/graphql') |
| 81 | + |
| 82 | +# API_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VySWQiOiJjbDN1OXJ3NzIwMDlvMHl4a2ViOHhkdml0Iiwib3JnYW5pemF0aW9uSWQiOiJjbDN1OXJ3Nm4wMDluMHl4azYzczVnNjZwIiwiYXBpS2V5SWQiOiJjbDUxZWxxd3EwMGphMHl3MTZpMWdhdmdyIiwic2VjcmV0IjoiOWFlN2E1MjhiM2JkNjY2N2ZiNThhNTU4NzMwYzc3MjYiLCJpYXQiOjE2NTY2MTYzNTMsImV4cCI6MjI4Nzc2ODM1M30.Ej8Gk01QSpAV-55UEUIxiKV5Glu1uu_BryOQwBxc9HM" |
| 83 | +# client = Client(API_KEY, endpoint="https://api.lb-stage.xyz/graphql") |
| 84 | + |
| 85 | +start = time.time() |
| 86 | +project = client.get_project("cl5cwcz57000ae2ou1aoi9gld") #test queued data rows |
| 87 | +# rows = project.export_queued_data_rows(include_metadata=True) |
| 88 | + |
| 89 | +# dataset = client.get_dataset("cl3w2r147000qj6ou307h4045") |
| 90 | +# rows = dataset.export_data_rows(include_metadata=True) |
| 91 | + |
| 92 | +# project.update(queue_mode=Project.QueueMode.Batch) |
| 93 | +# batch_rows = [row['id'] for row in project.export_queued_data_rows()][:5000] |
| 94 | +# batch = project.create_batch(name="hello world", data_rows=batch_rows) |
| 95 | +# print(batch.uid) |
| 96 | +batch = list(project.batches())[0] |
| 97 | +# rows = batch.export_data_rows(include_metadata=True) |
| 98 | +rows = batch.export_data_rows() |
| 99 | +#batch id is ae4dbe30-03c3-11ed-8a4d-870387097bd0 |
| 100 | + |
| 101 | +end = time.time() |
| 102 | +print(f"{end-start} seconds") |
| 103 | +# print(labels[-1]) |
| 104 | +count = 0 |
| 105 | +MAXIMUM = 5 |
| 106 | +for row in rows: |
| 107 | + # print(row.media_attributes, "\t\t", row.metadata, "\n") |
| 108 | + print(row,"\n") |
| 109 | + count +=1 |
| 110 | + if count > MAXIMUM: |
| 111 | + break |
| 112 | +# Label.bulk_delete([label for label in project.labels()]) |
| 113 | + |
| 114 | + |
| 115 | + |
| 116 | + |
| 117 | +# [print(f"""\n |
| 118 | +# {label['Media Attributes']}, |
| 119 | +# {label['DataRow ID']}, |
| 120 | +# {label['DataRow Metadata']} |
| 121 | +# """) for label in labels] |
| 122 | +# bbox = [0,1,2,3] |
| 123 | +# annotations = [] |
| 124 | + |
| 125 | +# for datarow in project.export_queued_data_rows(): |
| 126 | +# annotations.append({ |
| 127 | +# "uuid": str(uuid.uuid4()), |
| 128 | +# "name": "bbox", |
| 129 | +# "dataRow": { |
| 130 | +# "id": datarow['id'] |
| 131 | +# }, |
| 132 | +# "bbox": { |
| 133 | +# "left": bbox[0], |
| 134 | +# "top": bbox[1], |
| 135 | +# "height": bbox[2], |
| 136 | +# "width": bbox[3] |
| 137 | +# } |
| 138 | +# }) |
| 139 | + |
| 140 | +# import_annotations = LabelImport.create_from_objects(client=client, project_id = project.uid, name=f"import {str(uuid.uuid4())}", labels=annotations) |
| 141 | +# import_annotations.wait_until_done() |
| 142 | +# print("\nthis is complete") |
| 143 | + |
| 144 | + |
| 145 | + |
| 146 | +# ____________________________________________________________________________________ |
| 147 | + |
| 148 | +# editor = next(client.get_labeling_frontends(where = LabelingFrontend.name == 'editor')) |
| 149 | + |
| 150 | + |
| 151 | +# alt = { |
| 152 | +# "tools": [ |
| 153 | +# { |
| 154 | +# "tool": "polygon", |
| 155 | +# "name": "jyjyjyy33", |
| 156 | +# "color": "#1CE6FF", |
| 157 | +# "label": "pgon", |
| 158 | +# "classifications": [] |
| 159 | +# }, |
| 160 | +# { |
| 161 | +# "tool": "rectangle", |
| 162 | +# "name": "jyjyjyy33", |
| 163 | +# "color": "#FF34FF", |
| 164 | +# "label": "bbox", |
| 165 | +# "classifications": [ |
| 166 | +# { |
| 167 | +# "type": "radio", |
| 168 | +# "name": "radio_sub", |
| 169 | +# "instructions": "radio sub", |
| 170 | +# "options": [ |
| 171 | +# { |
| 172 | +# "value": "ans_1", |
| 173 | +# "label": "ans 1", |
| 174 | +# "options": [] |
| 175 | +# }, |
| 176 | +# { |
| 177 | +# "value": "ans_12", |
| 178 | +# "label": "ans 12", |
| 179 | +# "options": [] |
| 180 | +# } |
| 181 | +# ] |
| 182 | +# }, |
| 183 | +# { |
| 184 | +# "type": "text", |
| 185 | +# "name": "text_sub", |
| 186 | +# "instructions": "text sub", |
| 187 | +# "uiMode": "hotkey", |
| 188 | +# "options": [] |
| 189 | +# } |
| 190 | +# ] |
| 191 | +# }, |
| 192 | +# { |
| 193 | +# "tool": "polygon", |
| 194 | +# "name": "pgon", |
| 195 | +# "color": "#FF4A46", |
| 196 | +# "label": "pgon", |
| 197 | +# "classifications": [] |
| 198 | +# } |
| 199 | +# ], |
| 200 | +# "relationships": [], |
| 201 | +# "classifications": [ |
| 202 | +# { |
| 203 | +# "type": "text", |
| 204 | +# "name": "bbox", |
| 205 | +# "instructions": "bbox", |
| 206 | +# "uiMode": "hotkey", |
| 207 | +# "scope": "global", |
| 208 | +# "options": [] |
| 209 | +# } |
| 210 | +# ], |
| 211 | +# } |
| 212 | +# project.setup(editor, alt) |
| 213 | + |
| 214 | + |
| 215 | + |
| 216 | + |
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