[PLT-1151] Vb/model setup complete

libs/labelbox/src/labelbox/client.py

@@ -840,7 +840,7 @@ def create_offline_model_evaluation_project(self, **kwargs) -> Project:
         kwargs.pop("append_to_existing_dataset", None)
         kwargs.pop("data_row_count", None)
 
-        return self.create_project(**kwargs)
+        return self._create_project(**kwargs)
 
     def _create_project(self, **kwargs) -> Project:
         auto_audit_percentage = kwargs.get("auto_audit_percentage")

libs/labelbox/src/labelbox/exceptions.py

@@ -1,3 +1,6 @@
+import re
+
+
 class LabelboxError(Exception):
     """Base class for exceptions."""
 
@@ -147,3 +150,21 @@ class CustomMetricsNotSupportedException(Exception):
 
 class ProcessingWaitTimeout(Exception):
     """Raised when waiting for the data rows to be processed takes longer than allowed"""
+
+
+def error_message_for_unparsed_graphql_error(error_string: str) -> str:
+    """
+    Since our client only parses certain graphql errors, this function is used to
+    extract the error message from the error string when the error is not
+    parsed by the client.
+    """
+    # Regex to find the message content
+    pattern = r"'message': '([^']+)'"
+    # Search for the pattern in the error string
+    match = re.search(pattern, error_string)
+    if match:
+        error_content = match.group(1)
+    else:
+        error_content = "Unknown error"
+
+    return error_content

libs/labelbox/src/labelbox/schema/project.py

@@ -13,13 +13,10 @@
 
 from labelbox import parser
 from labelbox import utils
-from labelbox.exceptions import (
-    InvalidQueryError,
-    LabelboxError,
-    ProcessingWaitTimeout,
-    ResourceConflict,
-    ResourceNotFoundError
-)
+from labelbox.exceptions import error_message_for_unparsed_graphql_error
+from labelbox.exceptions import (InvalidQueryError, LabelboxError,
+                                 ProcessingWaitTimeout, ResourceConflict,
+                                 ResourceNotFoundError)
 from labelbox.orm import query
 from labelbox.orm.db_object import DbObject, Deletable, Updateable, experimental
 from labelbox.orm.model import Entity, Field, Relationship
@@ -122,6 +119,7 @@ class Project(DbObject, Updateable, Deletable):
     media_type = Field.Enum(MediaType, "media_type", "allowedMediaType")
     editor_task_type = Field.Enum(EditorTaskType, "editor_task_type")
     data_row_count = Field.Int("data_row_count")
+    model_setup_complete: Field = Field.Boolean("model_setup_complete")
 
     # Relationships
     created_by = Relationship.ToOne("User", False, "created_by")
@@ -1271,7 +1269,18 @@ def add_model_config(self, model_config_id: str) -> str:
             "projectId": self.uid,
             "modelConfigId": model_config_id,
         }
-        result = self.client.execute(query, params)
+        try:
+            result = self.client.execute(query, params)
+        except LabelboxError as e:
+            if e.message.startswith(
+                    "Unknown error: "
+            ):  # unfortunate hack to handle unparsed graphql errors
+                error_content = error_message_for_unparsed_graphql_error(
+                    e.message)
+            else:
+                error_content = e.message
+            raise LabelboxError(message=error_content) from e
+
         if not result:
             raise ResourceNotFoundError(ModelConfig, params)
         return result["createProjectModelConfig"]["projectModelConfigId"]
@@ -1299,6 +1308,29 @@ def delete_project_model_config(self, project_model_config_id: str) -> bool:
             raise ResourceNotFoundError(ProjectModelConfig, params)
         return result["deleteProjectModelConfig"]["success"]
 
+    def set_project_model_setup_complete(self) -> bool:
+        """
+        Sets the model setup is complete for this project.
+        Once the project is marked as "setup complete", a user can not add  / modify delete existing project model configs.
+
+        Returns:
+            bool, indicates if the model setup is complete.
+
+        NOTE: This method should only be used for live model evaluation projects.
+            It will throw exception for all other types of projects.
+            User Project is_chat_evaluation() method to check if the project is a live model evaluation project.
+        """
+        query = """mutation SetProjectModelSetupCompletePyApi($projectId: ID!) {
+            setProjectModelSetupComplete(where: {id: $projectId}, data: {modelSetupComplete: true}) {
+                modelSetupComplete
+            }
+        }"""
+
+        result = self.client.execute(query, {"projectId": self.uid})
+        self.model_setup_complete = result["setProjectModelSetupComplete"][
+            "modelSetupComplete"]
+        return result["setProjectModelSetupComplete"]["modelSetupComplete"]
+
     def set_labeling_parameter_overrides(
             self, data: List[LabelingParameterOverrideInput]) -> bool:
         """ Adds labeling parameter overrides to this project.
@@ -1752,7 +1784,9 @@ def __check_data_rows_have_been_processed(
         return response["queryAllDataRowsHaveBeenProcessed"][
             "allDataRowsHaveBeenProcessed"]
 
-    def get_overview(self, details=False) -> Union[ProjectOverview, ProjectOverviewDetailed]:
+    def get_overview(
+            self,
+            details=False) -> Union[ProjectOverview, ProjectOverviewDetailed]:
         """Return the overview of a project.
 
         This method returns the number of data rows per task queue and issues of a project,
@@ -1792,7 +1826,7 @@ def get_overview(self, details=False) -> Union[ProjectOverview, ProjectOverviewD
 
         # Must use experimental to access "issues"
         result = self.client.execute(query, {"projectId": self.uid},
-                                        experimental=True)["project"]
+                                     experimental=True)["project"]
 
         # Reformat category names
         overview = {
@@ -1805,26 +1839,28 @@ def get_overview(self, details=False) -> Union[ProjectOverview, ProjectOverviewD
 
         # Rename categories
         overview["to_label"] = overview.pop("unlabeled")
-        overview["total_data_rows"] = overview.pop("all")        
+        overview["total_data_rows"] = overview.pop("all")
 
         if not details:
             return ProjectOverview(**overview)
         else:
             # Build dictionary for queue details for review and rework queues
             for category in ["rework", "review"]:
                 queues = [
-                    {tq["name"]: tq.get("dataRowCount")}
+                    {
+                        tq["name"]: tq.get("dataRowCount")
+                    }
                     for tq in result.get("taskQueues")
                     if tq.get("queueType") == f"MANUAL_{category.upper()}_QUEUE"
                 ]
 
-                overview[f"in_{category}"]  = {
+                overview[f"in_{category}"] = {
                     "data": queues,
                     "total": overview[f"in_{category}"]
                 }
-            
+
             return ProjectOverviewDetailed(**overview)
-    
+
     def clone(self) -> "Project":
         """
         Clones the current project.

libs/labelbox/src/labelbox/schema/project_model_config.py

@@ -1,5 +1,6 @@
-from labelbox.orm.db_object import DbObject, Deletable
+from labelbox.orm.db_object import DbObject
 from labelbox.orm.model import Field, Relationship
+from labelbox.exceptions import LabelboxError, error_message_for_unparsed_graphql_error
 
 
 class ProjectModelConfig(DbObject):
@@ -30,5 +31,17 @@ def delete(self) -> bool:
         params = {
             "id": self.uid,
         }
-        result = self.client.execute(query, params)
+
+        try:
+            result = self.client.execute(query, params)
+        except LabelboxError as e:
+            if e.message.startswith(
+                    "Unknown error: "
+            ):  # unfortunate hack to handle unparsed graphql errors
+                error_content = error_message_for_unparsed_graphql_error(
+                    e.message)
+            else:
+                error_content = e.message
+            raise LabelboxError(message=error_content) from e
+
         return result["deleteProjectModelConfig"]["success"]

libs/labelbox/tests/integration/conftest.py

@@ -407,7 +407,7 @@ def chat_evaluation_ontology(client, rand_gen):
 
 
 @pytest.fixture
-def chat_evaluation_project_create_dataset(client, rand_gen):
+def live_chat_evaluation_project_with_new_dataset(client, rand_gen):
     project_name = f"test-model-evaluation-project-{rand_gen(str)}"
     dataset_name = f"test-model-evaluation-dataset-{rand_gen(str)}"
     project = client.create_model_evaluation_project(name=project_name,

libs/labelbox/tests/integration/test_chat_evaluation_ontology_project.py

@@ -6,7 +6,7 @@
 
 def test_create_chat_evaluation_ontology_project(
         client, chat_evaluation_ontology,
-        chat_evaluation_project_create_dataset, conversation_data_row,
+        live_chat_evaluation_project_with_new_dataset, conversation_data_row,
         rand_gen):
     ontology = chat_evaluation_ontology
 
@@ -23,7 +23,9 @@ def test_create_chat_evaluation_ontology_project(
         assert classification.schema_id
         assert classification.feature_schema_id
 
-    project = chat_evaluation_project_create_dataset
+    project = live_chat_evaluation_project_with_new_dataset
+    assert project.model_setup_complete is None
+
     project.setup_editor(ontology)
 
     assert project.labeling_frontend().name == "Editor"

libs/labelbox/tests/integration/test_project_model_config.py

@@ -3,9 +3,9 @@
 from labelbox.exceptions import ResourceNotFoundError
 
 
-def test_add_single_model_config(chat_evaluation_project_create_dataset,
+def test_add_single_model_config(live_chat_evaluation_project_with_new_dataset,
                                  model_config):
-    configured_project = chat_evaluation_project_create_dataset
+    configured_project = live_chat_evaluation_project_with_new_dataset
     project_model_config_id = configured_project.add_model_config(
         model_config.uid)
 
@@ -18,9 +18,9 @@ def test_add_single_model_config(chat_evaluation_project_create_dataset,
 
 
 def test_add_multiple_model_config(client, rand_gen,
-                                   chat_evaluation_project_create_dataset,
+                                   live_chat_evaluation_project_with_new_dataset,
                                    model_config, valid_model_id):
-    configured_project = chat_evaluation_project_create_dataset
+    configured_project = live_chat_evaluation_project_with_new_dataset
     second_model_config = client.create_model_config(rand_gen(str),
                                                      valid_model_id,
                                                      {"param": "value"})
@@ -40,9 +40,9 @@ def test_add_multiple_model_config(client, rand_gen,
             project_model_config_id)
 
 
-def test_delete_project_model_config(chat_evaluation_project_create_dataset,
+def test_delete_project_model_config(live_chat_evaluation_project_with_new_dataset,
                                      model_config):
-    configured_project = chat_evaluation_project_create_dataset
+    configured_project = live_chat_evaluation_project_with_new_dataset
     assert configured_project.delete_project_model_config(
         configured_project.add_model_config(model_config.uid))
     assert not len(configured_project.project_model_configs())

libs/labelbox/tests/integration/test_project_set_model_setup_complete.py

@@ -0,0 +1,66 @@
+import pytest
+
+from labelbox.exceptions import LabelboxError, OperationNotAllowedException
+
+
+def test_live_chat_evaluation_project(
+        live_chat_evaluation_project_with_new_dataset, model_config):
+
+    project = live_chat_evaluation_project_with_new_dataset
+
+    project.set_project_model_setup_complete()
+    assert bool(project.model_setup_complete) is True
+
+    with pytest.raises(
+            expected_exception=LabelboxError,
+            match=
+            "Cannot create model config for project because model setup is complete"
+    ):
+        project.add_model_config(model_config.uid)
+
+
+def test_live_chat_evaluation_project_delete_cofig(
+        live_chat_evaluation_project_with_new_dataset, model_config):
+
+    project = live_chat_evaluation_project_with_new_dataset
+    project_model_config_id = project.add_model_config(model_config.uid)
+    assert project_model_config_id
+
+    project_model_config = None
+    for pmg in project.project_model_configs():
+        if pmg.uid == project_model_config_id:
+            project_model_config = pmg
+            break
+    assert project_model_config
+
+    project.set_project_model_setup_complete()
+    assert bool(project.model_setup_complete) is True
+
+    with pytest.raises(
+            expected_exception=LabelboxError,
+            match=
+            "Cannot create model config for project because model setup is complete"
+    ):
+        project_model_config.delete()
+
+
+def test_offline_chat_evaluation_project(offline_chat_evaluation_project,
+                                         model_config):
+
+    project = offline_chat_evaluation_project
+
+    with pytest.raises(
+            expected_exception=OperationNotAllowedException,
+            match=
+            "Only live model chat evaluation projects can complete model setup"
+    ):
+        project.set_project_model_setup_complete()
+
+
+def test_any_other_project(project, model_config):
+    with pytest.raises(
+            expected_exception=OperationNotAllowedException,
+            match=
+            "Only live model chat evaluation projects can complete model setup"
+    ):
+        project.set_project_model_setup_complete()

libs/labelbox/tests/unit/test_exceptions.py

@@ -0,0 +1,13 @@
+import pytest
+
+from labelbox.exceptions import error_message_for_unparsed_graphql_error
+
+
+@pytest.mark.parametrize('exception_message, expected_result', [
+    ("Unparsed errors on query execution: [{'message': 'Cannot create model config for project because model setup is complete'}]",
+     "Cannot create model config for project because model setup is complete"),
+    ("blah blah blah", "Unknown error"),
+])
+def test_client_unparsed_exception_messages(exception_message, expected_result):
+    assert error_message_for_unparsed_graphql_error(
+        exception_message) == expected_result

libs/labelbox/tests/unit/test_project.py

@@ -31,6 +31,7 @@ def test_project_editor_task_type(api_editor_task_type,
             "allowedMediaType": "IMAGE",
             "queueMode": "BATCH",
             "setupComplete": "2021-06-01T00:00:00.000Z",
+            "modelSetupComplete": None,
         })
 
     assert project.editor_task_type == expected_editor_task_type