Async predictions++

CHANGELOG.md

@@ -1,8 +1,13 @@
 # Changelog
 
-## Version 13.2.3 - 2024-10-09
+## Version 13.3.0 - 2024-12-03
 
 - Bugfix `transitions update-execution` now supports additional keyword arguments
+- Added optional parameter `--async` to `predictions create`
+- Added `predictions get`
+- Added optional parameter `--statistics-last-n-days` to `models get-training`
+- Added optional parameter `--max-elements` to `models get-training`
+- Remove optional parameter `--in-schema` and `--out-schema` from `transitions create` and `transitions update`
 
 ## Version 13.2.2 - 2024-06-13
 

lascli/__version__.py

@@ -7,4 +7,4 @@
 __maintainer_email__ = 'magnus@lucidtech.ai'
 __title__ = 'lucidtech-las-cli'
 __url__ = 'https://github.com/LucidtechAI/las-cli'
-__version__ = '13.2.3'
+__version__ = '13.3.0'

lascli/parser/datasets.py

@@ -321,7 +321,7 @@ def create_documents(
     return dict(counter)
 
 
-def get_documents(las_client: Client, dataset_id, output_dir, num_threads, chunk_size):
+def get_documents(las_client: Client, dataset_id, output_dir, num_threads, chunk_size, max_results):
     already_downloaded = set()
     if output_dir.exists():
         for path in output_dir.iterdir():
@@ -337,6 +337,8 @@ def get_documents(las_client: Client, dataset_id, output_dir, num_threads, chunk
                 already_downloaded_from_dataset.add(document['documentId'])
             else:
                 documents.append(document)
+            if max_results and max_results <= len(documents):
+                break
         print(f'Found {len(already_downloaded_from_dataset)} documents already downloaded')
 
         start_time = time()
@@ -468,6 +470,7 @@ def create_datasets_parser(subparsers):
     get_documents_parser.add_argument('output_dir', type=Path, help='Path to download directory')
     get_documents_parser.add_argument('--num-threads', default=32, type=int, help='Number of threads to use')
     get_documents_parser.add_argument('--chunk-size', default=100, type=int)
+    get_documents_parser.add_argument('--max-results', default=0, type=int)
     get_documents_parser.set_defaults(cmd=get_documents)
 
     create_transformation_parser = subparsers.add_parser('create-transformation')
@@ -480,7 +483,7 @@ def create_datasets_parser(subparsers):
               "options": {}                                       (optional)
           },
           ...
-        ]  
+        ]
         Examples:
         [{"type": "remove-duplicates", "options": {}}]
     '''))

lascli/parser/models.py

@@ -71,8 +71,12 @@ def create_training(las_client: Client, model_id, data_bundle_ids, data_scientis
     )
 
 
-def get_training(las_client: Client, model_id, training_id):
-    return las_client.get_training(model_id=model_id, training_id=training_id)
+def get_training(las_client: Client, model_id, training_id, statistics_last_n_days):
+    return las_client.get_training(
+        model_id=model_id,
+        training_id=training_id,
+        statistics_last_n_days=statistics_last_n_days,
+    )
 
 
 def list_trainings(las_client: Client, model_id, max_results, next_token):
@@ -254,6 +258,7 @@ def create_models_parser(subparsers):
     get_training_parser = subparsers.add_parser('get-training')
     get_training_parser.add_argument('model_id')
     get_training_parser.add_argument('training_id')
+    get_training_parser.add_argument('--statistics-last-n-days', type=int_range(1, 30))
     get_training_parser.set_defaults(cmd=get_training)
 
     list_trainings_parser = subparsers.add_parser('list-trainings')

lascli/parser/predictions.py

@@ -8,9 +8,14 @@
 
 
 def create_prediction(las_client: Client, document_id, model_id, **optional_args):
+    optional_args['run_async'] = optional_args.pop('async', None)
     return las_client.create_prediction(document_id, model_id, **optional_args)
 
 
+def get_prediction(las_client: Client, prediction_id, **optional_args):
+    return las_client.get_prediction(prediction_id, **optional_args)
+
+
 def list_predictions(las_client: Client, **optional_args):
     return las_client.list_predictions(**optional_args)
 
@@ -51,6 +56,7 @@ def create_predictions_parser(subparsers):
         {"strategy": "BEST_N_PAGES", "parameters": {"n": 3}}
         {"strategy": "BEST_N_PAGES", "parameters": {"n": 3, "collapse": true}}
     '''))
+    create_predicton_parser.add_argument('--async', action='store_true', help='Create prediction async')
     create_predicton_parser.set_defaults(cmd=create_prediction)
 
     list_predictions_parser = subparsers.add_parser('list')
@@ -61,4 +67,8 @@ def create_predictions_parser(subparsers):
     list_predictions_parser.add_argument('--model-id')
     list_predictions_parser.set_defaults(cmd=list_predictions)
 
+    get_prediction_parser = subparsers.add_parser('get')
+    get_prediction_parser.add_argument('prediction_id')
+    get_prediction_parser.set_defaults(cmd=get_prediction)
+
     return parser

lascli/parser/transitions.py

@@ -67,8 +67,6 @@ def create_transitions_parser(subparsers):
     create_parser = subparsers.add_parser('create')
     create_parser.add_argument('transition_type', choices=["docker", "manual"])
     create_parser.add_argument('--parameters', '-p', type=json_path, help='path to parameters to the docker image')
-    create_parser.add_argument('--in-schema', type=json_path, help='path to input jsonschema')
-    create_parser.add_argument('--out-schema', type=json_path, help='path to output jsonschema')
     create_parser.add_argument('--name')
     create_parser.add_argument('--description')
     create_parser.set_defaults(cmd=create_transition)
@@ -87,8 +85,6 @@ def create_transitions_parser(subparsers):
     update_parser.add_argument('transition_id')
     update_parser.add_argument('--name', type=nullable(str), default=NotProvided)
     update_parser.add_argument('--description', type=nullable(str), default=NotProvided)
-    update_parser.add_argument('--in-schema', type=json_path, help='Path to input jsonschema')
-    update_parser.add_argument('--out-schema', type=json_path, help='Path to output jsonschema')
     update_parser.add_argument(
         '--assets',
         type=json_path,

requirements.txt

@@ -2,4 +2,4 @@ PyYAML>=6.0.0
 argcomplete>=2.0.0
 dateparser>=1.1.1
 filetype>=1.0.13
-lucidtech-las~=11.2
+lucidtech-las~=11.4

tests/test_transitions.py

@@ -6,36 +6,26 @@
     ('docker', ('--parameters', str(util.transition_parameters_path()))),
     ('manual', ()),
 ])
-@pytest.mark.parametrize('in_schema', [('--in-schema', str(util.schema_path())), ()])
-@pytest.mark.parametrize('out_schema', [('--out-schema', str(util.schema_path())), ()])
-def test_transitions_create(parser, client, transition_type, in_schema, out_schema, name_and_description, parameters):
+def test_transitions_create(parser, client, transition_type, name_and_description, parameters):
     args = [
         'transitions',
         'create',
         transition_type,
-        *in_schema,
-        *out_schema,
         *name_and_description,
     ]
     util.main_parser(parser, client, args)
 
 
 
-@pytest.mark.parametrize('in_schema', [('--in-schema', str(util.schema_path())), ()])
-@pytest.mark.parametrize('out_schema', [('--out-schema', str(util.schema_path())), ()])
 def test_transitions_update(
     parser,
     client,
-    in_schema,
-    out_schema,
     name_and_description,
 ):
     args = [
         'transitions',
         'update',
         service.create_transition_id(),
-        *in_schema,
-        *out_schema,
         *name_and_description,
     ]
 
@@ -64,7 +54,7 @@ def test_transitions_update_manual(
             util.main_parser(parser, client, args)
     else:
         util.main_parser(parser, client, args)
-        
+
 
 @pytest.mark.parametrize('image_url', [('--image-url', 'image:url'), ()])
 @pytest.mark.parametrize('secret_id', [