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Added fix for ModelVersion creation when necessary #1261

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Merged
dhanur-sharma merged 2 commits into from
Mar 19, 2025
Merged

Added fix for ModelVersion creation when necessary #1261

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ca58746
Updated generate_inference_job to create ModelVersion if needed
dhanur-sharma Mar 19, 2025
1183330
Merge pull request #1260 from NASA-IMPACT/1259-fix-modelversion-creat…
dhanur-sharma Mar 19, 2025
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20 changes: 19 additions & 1 deletion sde_collections/models/collection.py
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Original file line number Diff line number Diff line change
Expand Up @@ -666,9 +666,27 @@ def generate_inference_job(self, classification_type):

InferenceJob = apps.get_model("inference", "InferenceJob")
ModelVersion = apps.get_model("inference", "ModelVersion")

try:
model_version = ModelVersion.get_active_version(classification_type)
except ModelVersion.DoesNotExist:
if classification_type == 1: # TDAMM
model_name = "TDAMM"
elif classification_type == 2: # DIVISION
model_name = "DC"
else:
raise ValueError(f"Unsupported classification type: {classification_type}")

model_version = ModelVersion.objects.create(
api_identifier=model_name,
description=f"{model_name.upper()} classification model",
classification_type=classification_type,
is_active=True,
)

return InferenceJob.objects.create(
collection=self,
model_version=ModelVersion.get_active_version(classification_type),
model_version=model_version,
)

def queue_necessary_classifications(self):
Expand Down