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Limit the collections that are valid for running through the inference pipeline #1287

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Merged
dhanur-sharma merged 2 commits into from
Mar 27, 2025
Merged

Limit the collections that are valid for running through the inference pipeline #1287

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80fede8
specify exact collections on which to run TDAMM classifications
CarsonDavis Mar 27, 2025
062b8b4
Merge pull request #1286 from NASA-IMPACT/update_tdamm_classification
dhanur-sharma Mar 27, 2025
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15 changes: 10 additions & 5 deletions sde_collections/models/collection.py
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Original file line number Diff line number Diff line change
Expand Up @@ -691,12 +691,17 @@ def generate_inference_job(self, classification_type):

def queue_necessary_classifications(self):
"""Check if collection needs classification and queue jobs if needed"""

# Determine which classifications are needed
if self.division == Divisions.ASTROPHYSICS:
tdamm_collections = [
"imagine_the_universe",
"physics_of_the_cosmos",
"stsci_space_telescope_science_institute",
]
if self.config_folder in tdamm_collections:
self.generate_inference_job(ClassificationType.TDAMM)
elif self.division == Divisions.GENERAL:
self.generate_inference_job(ClassificationType.DIVISION)
# if self.division == Divisions.ASTROPHYSICS:
# self.generate_inference_job(ClassificationType.TDAMM)
# elif self.division == Divisions.GENERAL:
# self.generate_inference_job(ClassificationType.DIVISION)
else:
# No classification needed, proceed directly to migration
migrate_dump_to_delta_and_handle_status_transistions.delay(self.id)
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