Remove disallowed fields from project before POSTing

geti_sdk/data_models/label.py

@@ -55,6 +55,7 @@ class Label:
     """
 
     _identifier_fields: ClassVar[List[str]] = ["id", "hotkey"]
+    _GET_only_fields: ClassVar[List[str]] = ["is_empty", "is_anomalous"]
 
     name: str
     color: str
@@ -80,6 +81,16 @@ def to_ote(self, task_type: TaskType) -> LabelEntity:
             color=Color.from_hex_str(self.color),
         )
 
+    def prepare_for_post(self) -> None:
+        """
+        Set all fields to None that are not valid for making a POST request to the
+        /projects endpoint.
+
+        :return:
+        """
+        for field_name in self._GET_only_fields:
+            setattr(self, field_name, None)
+
 
 @attr.define
 class ScoredLabel:

geti_sdk/data_models/project.py

@@ -140,6 +140,16 @@ def deidentify(self) -> None:
         for task in self.tasks:
             task.deidentify()
 
+    def prepare_for_post(self) -> None:
+        """
+        Set all fields to None that are not valid for making a POST request to the
+        /projects endpoint.
+
+        :return:
+        """
+        for task in self.tasks:
+            task.prepare_for_post()
+
 
 @attr.define
 class Dataset:
@@ -151,6 +161,7 @@ class Dataset:
     """
 
     _identifier_fields: ClassVar[str] = ["id", "creation_time"]
+    _GET_only_fields: ClassVar[List[str]] = ["use_for_training", "creation_time"]
 
     name: str
     id: Optional[str] = None
@@ -163,6 +174,16 @@ def deidentify(self) -> None:
         """
         deidentify(self)
 
+    def prepare_for_post(self) -> None:
+        """
+        Set all fields to None that are not valid for making a POST request to the
+        /projects endpoint.
+
+        :return:
+        """
+        for field_name in self._GET_only_fields:
+            setattr(self, field_name, None)
+
 
 @attr.define
 class Project:
@@ -184,6 +205,7 @@ class Project:
         "creation_time",
         "creator_id",
     ]
+    _GET_only_fields: ClassVar[List[str]] = ["thumbnail", "score", "performance"]
 
     name: str
     pipeline: Pipeline
@@ -235,6 +257,19 @@ def deidentify(self) -> None:
         for dataset in self.datasets:
             dataset.deidentify()
 
+    def prepare_for_post(self) -> None:
+        """
+        Set all fields to None that are not valid for making a POST request to the
+        /projects endpoint.
+
+        :return:
+        """
+        for field_name in self._GET_only_fields:
+            setattr(self, field_name, None)
+        self.pipeline.prepare_for_post()
+        for dataset in self.datasets:
+            dataset.prepare_for_post()
+
     def to_dict(self) -> Dict[str, Any]:
         """
         Convert the project to a dictionary representation.

geti_sdk/data_models/task.py

@@ -159,3 +159,21 @@ def summary(self) -> str:
                 f"Parent: {label.parent_id}\n"
             )
         return summary_str
+
+    def prepare_for_post(self) -> None:
+        """
+        Set all fields to None that are not valid for making a POST request to the
+        /projects endpoint.
+
+        :return:
+        """
+        if self.labels is not None:
+            labels_indices_to_pop: List[int] = []
+            for ii, label in enumerate(self.labels):
+                if label.is_empty:
+                    labels_indices_to_pop.append(ii)
+                label.prepare_for_post()
+            for index in labels_indices_to_pop:
+                # Empty labels are not allowed to be specified explicitly in a POST
+                # request
+                self.labels.pop(index)

geti_sdk/rest_clients/project_client/project_client.py

@@ -291,6 +291,7 @@ def create_project_from_folder(
             f"Creating project '{project.name}' from parameters in "
             f"configuration file at {path_to_project}."
         )
+        project.prepare_for_post()
         return self.get_or_create_project(**project.get_parameters())
 
     @staticmethod