Applications - Update

Applications can be updated by posting to the application endpoint with application_id and any attributes you want to change. The following are the attributes that can be changed. Note that application_id and type cannot be changed once an application is created.

An application JSON object with complete attributes is returned.

Update Application

POST /1/applications/{application_id}
Host: https://api.cogniac.io

Example: Update an Application

curl -X POST https://api.cogniac.io/1/applications/di71rG94 \
-H "Authorization: Bearer abcdefg.hijklmnop.qrstuvwxyz" \
-H "Content-Type: application/json" \
-d '{
  "name":"Test App Updated",
  "description":"Application Description Updated",
  "output_subjects":["cat","dog"],
  "release_metrics":"best_F1",
"detection_thresholds":{"cat": 0.5, "dog": 0.7} 
}' \ 
| json_pp

import cogniac

# connect to the tenant
cc = cogniac.CogniacConnection(username="test@cogniac.co", 
                               password="myPassword", 
                               tenant_id="63QhzFLc9tg4")

# get the app object
my_app = cc.get_application('di71rG94')

# Add new subjects with the 'add_output_subjects' method
new_subj = cc.create_subject('horse')
my_app.add_output_subjects(new_subj)

# Update application attribbutes
# by updating Cogniac app object attributes
my_app.name = 'Test App Updated'
my_app.description = 'Application Description Updated'
my_app.detection_thresholds = {"cat": 0.5, "dog": 0.7, new_subj.subject_uid: 0.5})

import cogniac

# connect to the tenant
cc = cogniac.CogniacConnection(username="testuser@cogniac.co", 
                               password="password", 
                               tenant_id="abcdefghijk")

# get the app object
my_app = cc.get_application('m6fqjxjn')

# Add new subject with the 'add_input_subjects' method
new_subj = cc.create_subject('horse')
my_app.add_input_subject(new_subj)

# Update application attribbutes
# by updating Cogniac app object attributes
my_app.name = 'Test App Updated'
my_app.description = 'Application Description Updated'
my_app.detection_thresholds = {"cat": 0.5, "dog": 0.7, new_subj.subject_uid: 0.5}

{
   "active" : true,
   "app_managers" : [
      "testuser@cogniac.co"
   ],
   "app_type_config" : {
      "fps_requirement" : null,
      "model_constraint_types" : null,
      "output_top_N" : 1,
      "show_heatmap" : true
   },
   "application_id" : "rjcrnrgi",
   "candidate_model_count" : 0,
   "consensus_release_id" : null,
   "consensus_release_timestamp" : null,
   "created_at" : 1701128008.92167,
   "created_by" : "testuser@cogniac.co",
   "current_performance" : null,
   "custom_fields" : {
      "evaluate_training" : false,
      "gateway_lower_detection_probability" : 0,
      "gateway_upper_detection_probability" : 0.5,
      "show_heatmap" : true
   },
   "description" : "Application Description Updated",
   "detection_post_line_users" : [],
   "detection_post_urls" : [
      "http://example.com/cogniac-post"
   ],
   "detection_thresholds" : {
      "cat" : 0.5,
      "dog" : 0.7
   },
   "drop_input_focus" : false,
   "edgeflow_upload_policies" : [],
   "feedback_resample_ratio" : null,
   "gateway_post_urls" : [],
   "gpu_memory_gigabytes" : null,
   "gpu_throughput_megapixels_per_second" : null,
   "hpo_credit" : 0,
   "inference_execution_policies" : {
      "max_batch" : 8,
      "replicas" : 1,
      "runtime_policy" : {
         "gpu_selection_policy" : "by-free-memory",
         "gpu_simul_load" : 1,
         "model_load_policy" : "realtime",
         "model_seconds" : 0,
         "rtc_timeout_seconds" : 5
      }
   },
   "input_queue_count" : 0,
   "input_subjects" : [],
   "input_threshold" : null,
   "last_candidate_at" : null,
   "last_eval_time" : null,
   "last_released_at" : null,
   "max_gpu_throughput_megapixels_per_second" : null,
   "model_id" : null,
   "model_image_id" : null,
   "model_initialization_time_seconds" : null,
   "model_runtime_image" : null,
   "modified_at" : 1701128008.92167,
   "name" : "Test App Updated",
   "output_subjects" : [
      "dog",
      "cat"
   ],
   "output_subjects_external_ids" : {},
   "override_upstream_detection_filter" : false,
   "production_gateway_model_id" : "disabled",
   "realtime" : false,
   "refresh_feedback" : false,
   "release_metrics" : "best_F1",
   "release_model_count" : 0,
   "replay" : false,
   "requested_feedback_per_hour" : null,
   "staging_gateway_model_id" : "disabled",
   "system_feedback_per_hour" : 0,
   "tenant_id" : " abcdefg.hijk",
   "training_data_count" : null,
   "training_summary" : {
      "training_in_progress" : 0
   },
   "type" : "classification",
   "validation_data_count" : null
}