Functionality to upload annotations on task creation (#1735)

* Upload annotations on task creation

* Bulk upload v1

* Not working

* Annotation upon task creation finished

* Functionality to upload annotations on task creation

* Functionality to upload annotations on task creation

* Functionality to upload annotations on task creation

* Functionality to upload annotations on task creation

* Fix trailing whitespace

* Use status request for checking task completion

* fixed default format name

Co-authored-by: Eric Grinstein <v-ergri@microsoft.com>
Co-authored-by: Andrey Zhavoronkov <andrey.zhavoronkov@intel.com>
Co-authored-by: Nikita Manovich <40690625+nmanovic@users.noreply.github.com>

CHANGELOG.md

@@ -15,6 +15,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Built-in search for labels when create an object or change a label (<https://github.com/opencv/cvat/pull/1683>)
 - Better validation of labels and attributes in raw viewer (<https://github.com/opencv/cvat/pull/1727>)
 - ClamAV antivirus integration (<https://github.com/opencv/cvat/pull/1712>)
+- Add option to upload annotations upon task creation on CLI 
 - Polygon and polylines interpolation (<https://github.com/opencv/cvat/pull/1571>)
 - Ability to redraw shape from scratch (Shift + N) for an activated shape (<https://github.com/opencv/cvat/pull/1571>)
 - Highlights for the first point of a polygon/polyline and direction (<https://github.com/opencv/cvat/pull/1571>)

utils/cli/core/core.py

@@ -8,6 +8,7 @@ import os
 import requests
 from io import BytesIO
 import mimetypes
+from time import sleep
 
 from PIL import Image
 
@@ -57,7 +58,9 @@ class CLI():
             response = self.session.get(url)
             response.raise_for_status()
 
-    def tasks_create(self, name, labels, bug, resource_type, resources, **kwargs):
+    def tasks_create(self, name, labels, bug, resource_type, resources,
+                     annotation_path='', annotation_format='CVAT XML 1.1',
+                     completion_verification_period=20, **kwargs):
         """ Create a new task with the given name and labels JSON and
         add the files to it. """
         url = self.api.tasks
@@ -69,7 +72,26 @@ class CLI():
         response.raise_for_status()
         response_json = response.json()
         log.info('Created task ID: {id} NAME: {name}'.format(**response_json))
-        self.tasks_data(response_json['id'], resource_type, resources)
+        task_id = response_json['id']
+        self.tasks_data(task_id, resource_type, resources)
+
+        if annotation_path != '':
+            url = self.api.tasks_id_status(task_id)
+            response = self.session.get(url)
+            response_json = response.json()
+
+            log.info('Awaiting data compression before uploading annotations...')
+            while response_json['state'] != 'Finished':
+                sleep(completion_verification_period)
+                response = self.session.get(url)
+                response_json = response.json()
+                logger_string= '''Awaiting compression for task {}.
+                            Status={}, Message={}'''.format(task_id,
+                                                            response_json['state'],
+                                                            response_json['message'])
+                log.info(logger_string)
+
+            self.tasks_upload(task_id, annotation_format, annotation_path, **kwargs)
 
     def tasks_delete(self, task_ids, **kwargs):
         """ Delete a list of tasks, ignoring those which don't exist. """
@@ -135,8 +157,8 @@ class CLI():
         while True:
             response = self.session.put(
                 url,
-                files={'annotation_file':open(filename, 'rb')}
-                )
+                files={'annotation_file': open(filename, 'rb')}
+            )
             response.raise_for_status()
             if response.status_code == 201:
                 break
@@ -176,6 +198,9 @@ class CVAT_API_V1():
     def tasks_id_frame_id(self, task_id, frame_id, quality):
         return self.tasks_id(task_id) + '/data?type=frame&number={}&quality={}'.format(frame_id, quality)
 
+    def tasks_id_status(self, task_id):
+        return self.tasks_id(task_id) + '/status'
+
     def tasks_id_annotations_format(self, task_id, fileformat):
         return self.tasks_id(task_id) + '/annotations?format={}' \
             .format(fileformat)

utils/cli/core/definition.py

@@ -125,6 +125,25 @@ task_create_parser.add_argument(
     help='list of paths or URLs',
     nargs='+'
 )
+task_create_parser.add_argument(
+    '--annotation_path',
+    default='',
+    type=str,
+    help='path to annotation file'
+)
+task_create_parser.add_argument(
+    '--annotation_format',
+    default='CVAT 1.1',
+    type=str,
+    help='format of the annotation file being uploaded, e.g. CVAT 1.1'
+)
+task_create_parser.add_argument(
+    '--completion_verification_period',
+    default=20,
+    type=int,
+    help='''number of seconds to wait until checking
+            if data compression finished (necessary before uploading annotations)'''
+)
 
 #######################################################################
 # Delete
@@ -240,4 +259,4 @@ upload_parser.add_argument(
     type=str,
     default='CVAT 1.1',
     help='annotation format (default: %(default)s)'
-)
+)