222a53f466
- Convert dates to milliseconds since epoch (Unix timestamp × 1000) - Change field type from 'string' to 'long' for DATE fields - Add _set_date_field_value() helper method for proper date handling - Fixes 'java.lang.String was specified. Expecting java.util.Date' error - Applies to A2->A3 uploads
694 lines
29 KiB
Python
694 lines
29 KiB
Python
"""
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Metadata Extractor MVP - Extract MVP fields from master metadata
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Ported from PHP MetadataExtractorMVP.php
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Compatible with Python 3.6+
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"""
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import logging
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from datetime import datetime, timedelta
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from shared.config_loader import load_country_code_mappings
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logger = logging.getLogger('MetadataExtractorMVP')
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class MetadataExtractorMVP:
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def __init__(self, field_mappings):
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"""
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Initialize with field mappings from config
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Args:
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field_mappings: dict from field_mappings.yaml
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"""
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self.mvp_field_ids = field_mappings['mvp_fields']
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self.filename_updates = field_mappings.get('filename_updates', {})
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self.forced_values = field_mappings.get('forced_values', {})
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self.defaults = field_mappings.get('defaults', {})
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# Load country code mappings (ISO -> DAM codes)
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self.country_mappings = load_country_code_mappings()
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if self.country_mappings:
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logger.info("Loaded {} country code mappings (ISO->DAM)".format(len(self.country_mappings)))
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# Load asset type mappings (3-letter codes -> DAM codes)
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self.asset_type_mappings = self._load_asset_type_mappings()
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if self.asset_type_mappings:
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logger.info("Loaded {} asset type mappings (3-letter->DAM)".format(len(self.asset_type_mappings)))
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def extract_mvp_fields(self, master_metadata):
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"""
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Extract only MVP fields from full master metadata
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Args:
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master_metadata: Complete DAM asset metadata
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Returns:
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List of MVP field objects
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"""
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extracted_fields = []
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found_field_ids = []
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# Navigate to metadata structure
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# master_metadata is the full asset, need to go to: metadata.metadata_element_list
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metadata_list = []
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if isinstance(master_metadata, dict):
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if 'metadata' in master_metadata and 'metadata_element_list' in master_metadata['metadata']:
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metadata_list = master_metadata['metadata']['metadata_element_list']
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logger.info("Using master_metadata['metadata']['metadata_element_list']")
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logger.info("Searching through {} categories for MVP fields".format(len(metadata_list)))
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# Search through categories for MVP fields
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for item in metadata_list:
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if 'metadata_element_list' in item:
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# Category with nested fields
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for field in item['metadata_element_list']:
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field_id = field.get('id')
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if field_id in self.mvp_field_ids:
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extracted_fields.append(field)
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found_field_ids.append(field_id)
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logger.debug("Found MVP field: {}".format(field_id))
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elif 'id' in item and item['id'] in self.mvp_field_ids:
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# Direct field
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extracted_fields.append(item)
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found_field_ids.append(item['id'])
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logger.debug("Found direct MVP field: {}".format(item['id']))
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# Log results
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missing = [f for f in self.mvp_field_ids if f not in found_field_ids]
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logger.info("Found {}/{} MVP fields".format(len(found_field_ids), len(self.mvp_field_ids)))
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if missing:
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logger.info("Missing fields: {}".format(', '.join(missing[:5])))
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return extracted_fields
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def build_mvp_asset_representation(self, master_metadata, clean_filename, parsed_filename, box_metadata=None, tracking_mode='full', master_opentext_id=None):
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"""
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Build asset representation with MVP fields + updates from filename
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Args:
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master_metadata: Full master asset metadata
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clean_filename: Clean filename (stripped)
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parsed_filename: Parsed V2 filename dict
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box_metadata: Optional Box metadata
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tracking_mode: 'full' (inherit all metadata) or 'folder_only' (only use folder)
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master_opentext_id: Optional DAM Asset ID of master asset (for derivative tracking)
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Returns:
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Asset representation dict ready for upload
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"""
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if tracking_mode == 'full':
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# FULL INHERITANCE MODE - Standard behavior
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logger.info("Full inheritance mode - using master metadata")
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# Extract MVP fields from master
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mvp_fields = self.extract_mvp_fields(master_metadata)
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# Update fields from filename and forced values
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mvp_fields = self._update_fields(mvp_fields, clean_filename, parsed_filename)
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elif tracking_mode == 'folder_only':
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# FOLDER ONLY MODE - New asset, only use upload folder
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logger.info("Folder-only mode (-N suffix) - building metadata from filename only")
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logger.warning("Note: Upload folder comes from master, all other metadata from filename")
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# Start with empty fields, build from filename
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mvp_fields = []
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mvp_fields = self._build_fields_from_filename(parsed_filename, clean_filename)
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# Add missing MVP fields with defaults (both modes)
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mvp_fields = self._add_missing_fields(mvp_fields, parsed_filename)
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# Update CreativeX fields from Box metadata if provided
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if box_metadata:
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mvp_fields = self._update_creativex_fields(mvp_fields, box_metadata)
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# Add Master Asset ID field if provided (derivative tracking)
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if master_opentext_id:
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mvp_fields = self._add_master_asset_id_field(mvp_fields, master_opentext_id)
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logger.info("Added Master Asset ID field: {}".format(master_opentext_id))
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# Build asset representation
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asset_rep = {
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'asset_resource': {
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'asset': {
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'metadata': {
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'metadata_element_list': mvp_fields
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},
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'metadata_model_id': 'ECOMMERCE',
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'security_policy_list': [
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{'id': 1594}
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]
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}
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}
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}
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logger.info("Built MVP asset representation with {} fields".format(len(mvp_fields)))
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return asset_rep
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def _update_fields(self, mvp_fields, clean_filename, parsed_filename):
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"""Update specific fields from filename and forced values"""
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# Process filename_updates from configuration
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for field_id, config in self.filename_updates.items():
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source = config.get('source')
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transform = config.get('transform', '')
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# Get value from appropriate source
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if source == 'clean_filename':
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value = clean_filename
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elif source and parsed_filename:
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value = parsed_filename.get(source)
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else:
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continue
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if not value:
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continue
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# Apply transform if specified
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if transform == 'uppercase':
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value = value.upper()
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elif transform == 'lowercase':
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value = value.lower()
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# Apply asset type mapping if this is the asset type field
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if field_id == 'FERRERO.FIELD.MKTG.ASSET TYPE' and source == 'asset_type':
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value = self._map_asset_type(value)
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# Update the field
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for field in mvp_fields:
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if field.get('id') == field_id:
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self._set_field_value(field, value)
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logger.info("Updated {} from filename: {}".format(field_id, value))
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break
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# Apply country code mapping (ISO -> DAM codes)
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for field in mvp_fields:
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if field.get('id') == 'FERRERO.FIELD.COUNTRY':
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current_value = self._get_field_value(field)
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if current_value:
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mapped_value = self._map_country_code(current_value)
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if mapped_value != current_value:
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self._set_field_value(field, mapped_value)
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logger.info("Mapped country code: {} -> {}".format(current_value, mapped_value))
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# Apply forced values from configuration
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for field_id, forced_value in self.forced_values.items():
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for field in mvp_fields:
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if field.get('id') == field_id:
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self._set_field_value(field, forced_value)
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logger.info("Set {} to {}".format(field_id, forced_value))
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break
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# Set Asset Validity Dates (Start = Today, End = Today + 1 Year)
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# Field 4: Date the asset was uploaded
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# Field 5: Add 1 year from date provided above
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try:
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today = datetime.now()
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one_year_later = today + timedelta(days=365)
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# Convert to milliseconds since epoch (Unix timestamp × 1000)
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# This is the format expected by java.util.Date in JSON
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start_date_ms = int(today.timestamp() * 1000)
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end_date_ms = int(one_year_later.timestamp() * 1000)
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date_fields = {
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'FERRERO.FIELD.ASSET VALIDITY START PERIOD': start_date_ms,
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'FERRERO.FIELD.ASSET VALIDITY END PERIOD': end_date_ms
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}
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for field_id, value in date_fields.items():
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field_found = False
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for field in mvp_fields:
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if field.get('id') == field_id:
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# Use specialized method for date fields
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self._set_date_field_value(field, value)
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logger.info("Set {} to {} ms (Upload Date Logic)".format(field_id, value))
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field_found = True
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break
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if not field_found:
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# Add new date field with proper structure
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mvp_fields.append({
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'id': field_id,
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'type': 'com.artesia.metadata.MetadataField',
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'value': {
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'value': {
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'type': 'long',
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'value': value
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}
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}
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})
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logger.info("Added {} with value {} ms (Upload Date Logic)".format(field_id, value))
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except Exception as e:
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logger.error("Failed to set validity dates: {}".format(str(e)))
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return mvp_fields
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def _add_missing_fields(self, mvp_fields, parsed_filename):
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"""Add missing MVP fields from filename or defaults"""
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field_ids = [f.get('id') for f in mvp_fields]
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# Add MAIN_LANGUAGES if missing
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if 'MAIN_LANGUAGES' not in field_ids and parsed_filename:
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if parsed_filename.get('language_code'):
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language = parsed_filename['language_code'].upper()
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logger.info("Adding MAIN_LANGUAGES: {}".format(language))
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mvp_fields.append({
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'id': 'MAIN_LANGUAGES',
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'parent_table_id': 'FERRERO.TABULAR.FIELD.MAIN LANGUAGES',
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'type': 'com.artesia.metadata.MetadataTableField',
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'values': [
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{
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'cascading_domain_value': False,
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'domain_value': True,
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'value': {
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'field_value': {
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'type': 'string',
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'value': language
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},
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'type': 'com.artesia.metadata.DomainValue'
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}
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}
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]
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})
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# Add other missing fields with defaults
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field_ids = [f.get('id') for f in mvp_fields]
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for field_id, default_value in self.defaults.items():
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if field_id not in field_ids:
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logger.info("Adding {} with default: {}".format(field_id, default_value))
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# Check if it's a tabular field (contains .TABULAR. in parent table ID)
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is_tabular = 'TABULAR' in field_id or field_id in [
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'FERRERO.FIELD.ASSETCOMPLIANCE', 'MARKETING_TAG'
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]
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if is_tabular:
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mvp_fields.append({
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'id': field_id,
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'parent_table_id': 'FERRERO.TABULAR.FIELD.' + field_id.split('.')[-1],
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'type': 'com.artesia.metadata.MetadataTableField',
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'values': [
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{
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'cascading_domain_value': False,
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'domain_value': True,
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'value': {
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'field_value': {
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'type': 'string',
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'value': default_value
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},
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'type': 'com.artesia.metadata.DomainValue'
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}
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}
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]
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})
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else:
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mvp_fields.append({
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'id': field_id,
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'type': 'com.artesia.metadata.MetadataField',
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'value': {
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'cascading_domain_value': False,
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'domain_value': True,
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'value': {
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'type': 'string',
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'value': default_value
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}
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}
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})
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return mvp_fields
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def _map_country_code(self, iso_code):
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"""
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Map ISO country code to DAM country code
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Args:
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iso_code: ISO 3166-1 Alpha-2 code (e.g., 'BD', 'DE')
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Returns:
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str: DAM country code (e.g., 'BG' for BD, 'DE' for DE)
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"""
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if not iso_code:
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return iso_code
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iso_upper = iso_code.upper()
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# Check if we have a mapping
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if iso_upper in self.country_mappings:
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dam_code = self.country_mappings[iso_upper]
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if dam_code != iso_upper:
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logger.info("Country code mapping: {} (ISO) -> {} (DAM)".format(iso_upper, dam_code))
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return dam_code
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else:
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# No mapping found, use ISO code as-is
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logger.debug("No mapping for country code: {} (using as-is)".format(iso_upper))
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return iso_upper
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def _load_asset_type_mappings(self):
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"""
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Load asset type mappings: 3-letter codes -> DAM codes
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Returns:
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dict: 3-letter code -> DAM code mapping
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"""
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import yaml
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mapping_path = 'config/asset_type_mappings.yaml'
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try:
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with open(mapping_path, 'r') as f:
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mappings = yaml.safe_load(f)
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return mappings if mappings else {}
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except Exception as e:
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logger.warning("Could not load asset type mappings: {}".format(str(e)))
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return {}
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def _map_asset_type(self, three_letter_code):
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"""
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Map 3-letter asset type code to DAM code
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Args:
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three_letter_code: 3-letter code (e.g., 'EHI', 'IMG', 'TVC')
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Returns:
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DAM code (e.g., 'heroimage', 'keyvisual', 'tvc')
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"""
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if not three_letter_code:
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return three_letter_code
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code_upper = three_letter_code.upper()
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# Check if we have a mapping
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if code_upper in self.asset_type_mappings:
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dam_code = self.asset_type_mappings[code_upper]
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logger.info("Asset type mapping: {} -> {}".format(code_upper, dam_code))
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return dam_code
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# No mapping - return as-is
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logger.warning("No mapping for asset type: {} - using as-is (may fail DAM validation)".format(code_upper))
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return three_letter_code
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def _build_fields_from_filename(self, parsed_filename, clean_filename):
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"""
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Build ALL metadata fields from parsed filename
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Used in folder-only mode (tracking ID with -N suffix)
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Note: Uses codes directly for now. Can add lookup tables later
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for brand_code->brand_name, country_code->country_name, etc.
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"""
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fields = []
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# ASSET NAME
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fields.append({
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'id': 'ARTESIA.FIELD.ASSET NAME',
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'value': {'value': {'value': clean_filename}}
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})
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# DESCRIPTION (from subject_title)
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if parsed_filename.get('subject_title'):
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fields.append({
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'id': 'ARTESIA.FIELD.ASSET DESCRIPTION',
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'value': {'value': {'value': parsed_filename['subject_title']}}
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})
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# BRAND (use code for now, could add lookup later)
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if parsed_filename.get('brand_code'):
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fields.append({
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'id': 'FERRERO.FIELD.BRAND',
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'value': {'value': {'value': parsed_filename['brand_code']}}
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})
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# COUNTRY (map ISO code to DAM code)
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if parsed_filename.get('country_code'):
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dam_country_code = self._map_country_code(parsed_filename['country_code'])
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fields.append({
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'id': 'FERRERO.FIELD.COUNTRY',
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'value': {'value': {'value': dam_country_code}}
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})
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# LANGUAGE (use code for now)
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if parsed_filename.get('language_code'):
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fields.append({
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'id': 'FERRERO.FIELD.LANGUAGES',
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'value': {'value': {'value': parsed_filename['language_code']}}
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})
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# ASSET TYPE (use code for now)
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if parsed_filename.get('asset_type'):
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fields.append({
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'id': 'FERRERO.FIELD.ASSET TYPE',
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'value': {'value': {'value': parsed_filename['asset_type']}}
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})
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# STATE (force to Local)
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fields.append({
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'id': 'FERRERO.FIELD.STATE',
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'value': {'value': {'value': 'Local'}}
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})
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logger.info("Built {} fields from filename (folder-only mode)".format(len(fields)))
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return fields
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def _get_field_value(self, field):
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"""Get field value handling different structures"""
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if 'value' in field:
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if isinstance(field['value'], dict):
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if 'value' in field['value'] and isinstance(field['value']['value'], dict):
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if 'value' in field['value']['value']:
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return field['value']['value']['value']
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elif 'field_value' in field['value']['value']:
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return field['value']['value']['field_value'].get('value')
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return None
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def _set_field_value(self, field, value):
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"""Set field value handling different structures"""
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import json
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field_id = field.get('id', 'UNKNOWN')
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logger.info("_set_field_value called for: {} with value: {}".format(field_id, value))
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logger.info("Current field['value']: {}".format(json.dumps(field.get('value'), indent=2) if field.get('value') else 'None'))
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if 'value' in field:
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if isinstance(field['value'], dict):
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# Try nested structure first (most common)
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if 'value' in field['value'] and isinstance(field['value']['value'], dict):
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if 'value' in field['value']['value']:
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field['value']['value']['value'] = value
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# Ensure type is set for CreativeX URL field
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if field_id == 'FERRERO.FIELD.CREATIVEX LINK' and 'type' not in field['value']['value']:
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field['value']['value']['type'] = 'string'
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logger.info("Set via field['value']['value']['value']")
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elif 'field_value' in field['value']['value']:
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field['value']['value']['field_value']['value'] = value
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logger.info("Set via field['value']['value']['field_value']['value']")
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else:
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# If nested dict is empty, create the value structure with type
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field['value']['value'] = {'type': 'string', 'value': value}
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logger.info("Created field['value']['value'] = {{'type': 'string', 'value': {}}}".format(value))
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else:
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# If value dict is empty or doesn't have nested value, create it with type
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field['value'] = {'value': {'type': 'string', 'value': value}}
|
||
logger.info("Created field['value'] = {{'value': {{'type': 'string', 'value': {}}}}}".format(value))
|
||
|
||
logger.info("After setting, field['value']: {}".format(json.dumps(field.get('value'), indent=2) if field.get('value') else 'None'))
|
||
|
||
def _set_date_field_value(self, field, milliseconds):
|
||
"""
|
||
Set date field value with proper type for DAM API
|
||
|
||
Args:
|
||
field: Field dict to update
|
||
milliseconds: Date as milliseconds since epoch (int)
|
||
"""
|
||
field_id = field.get('id', 'UNKNOWN')
|
||
|
||
logger.info("_set_date_field_value called for: {} with value: {} ms".format(
|
||
field_id, milliseconds
|
||
))
|
||
|
||
if 'value' in field:
|
||
if isinstance(field['value'], dict):
|
||
if 'value' in field['value'] and isinstance(field['value']['value'], dict):
|
||
# Update existing nested structure
|
||
field['value']['value']['type'] = 'long'
|
||
field['value']['value']['value'] = milliseconds
|
||
logger.info("Set via field['value']['value'] with type 'long'")
|
||
else:
|
||
# Create nested structure
|
||
field['value'] = {
|
||
'value': {
|
||
'type': 'long',
|
||
'value': milliseconds
|
||
}
|
||
}
|
||
logger.info("Created field['value'] with type 'long'")
|
||
else:
|
||
# Create value structure from scratch
|
||
field['value'] = {
|
||
'value': {
|
||
'type': 'long',
|
||
'value': milliseconds
|
||
}
|
||
}
|
||
logger.info("Created field['value'] from scratch with type 'long'")
|
||
|
||
def _update_creativex_fields(self, mvp_fields, box_metadata):
|
||
"""
|
||
Update CreativeX fields from Box metadata template
|
||
|
||
Args:
|
||
mvp_fields: List of MVP fields
|
||
box_metadata: dict with 'score' and 'url' from Box template
|
||
|
||
Returns:
|
||
Updated mvp_fields list
|
||
"""
|
||
# Map Box metadata to DAM field IDs
|
||
creativex_mapping = {
|
||
'score': 'FERRERO.TAB.FIELD.CREATIVEX', # Platform > Rating (%)
|
||
'url': 'FERRERO.FIELD.CREATIVEX LINK' # CreativeX Hyperlink
|
||
}
|
||
|
||
if box_metadata.get('score'):
|
||
# Update CreativeX Score field (tabular field structure)
|
||
# New structure: Platform^Score (e.g., "Google Ads^100")
|
||
score_val = box_metadata['score']
|
||
platforms = box_metadata.get('platforms', [])
|
||
|
||
# If no platforms, default to Unknown
|
||
if not platforms:
|
||
logger.warning("No Platforms mapped for CreativeX score - using 'Unknown'")
|
||
platforms = ["Unknown"]
|
||
|
||
# Construct value objects for each platform
|
||
value_objects = []
|
||
for platform in platforms:
|
||
combined_value = "{}^{}".format(platform, score_val)
|
||
|
||
value_obj = {
|
||
"cascading_domain_value": True,
|
||
"domain_value": False,
|
||
"is_locked": False,
|
||
"value": {
|
||
"type": "com.artesia.metadata.CascadingDomainValue",
|
||
"field_value": {
|
||
"type": "string",
|
||
"value": combined_value
|
||
}
|
||
}
|
||
}
|
||
value_objects.append(value_obj)
|
||
logger.info("Constructed CreativeX value: {}".format(combined_value))
|
||
|
||
score_field_found = False
|
||
for field in mvp_fields:
|
||
if field.get('id') == 'FERRERO.TAB.FIELD.CREATIVEX':
|
||
score_field_found = True
|
||
try:
|
||
# Replace values list with new list of objects
|
||
field['values'] = value_objects
|
||
logger.info("Set CREATIVEX field with {} values".format(len(value_objects)))
|
||
except Exception as e:
|
||
logger.error("Failed to set CreativeX Score: {}".format(str(e)))
|
||
import traceback
|
||
logger.error(traceback.format_exc())
|
||
break
|
||
|
||
if not score_field_found:
|
||
logger.warning("CREATIVEX Score field not found in master metadata - adding it now")
|
||
# Create the field structure (tabular field)
|
||
creativex_score_field = {
|
||
"type": "com.artesia.metadata.MetadataTableField",
|
||
"id": "FERRERO.TAB.FIELD.CREATIVEX",
|
||
"parent_table_id": "FERRERO.TABULAR.FIELD.CREATIVEX",
|
||
"values": value_objects
|
||
}
|
||
mvp_fields.append(creativex_score_field)
|
||
logger.info("Added CREATIVEX Score field with {} values".format(len(value_objects)))
|
||
|
||
if box_metadata.get('url'):
|
||
# Update CreativeX URL field
|
||
logger.info("Updating CreativeX URL from database: {}".format(box_metadata['url']))
|
||
url_field_found = False
|
||
for field in mvp_fields:
|
||
if field.get('id') == 'FERRERO.FIELD.CREATIVEX LINK':
|
||
url_field_found = True
|
||
try:
|
||
# Log field structure before setting
|
||
logger.info("CREATIVEX URL field structure: {}".format(field.get('value', {}).keys() if isinstance(field.get('value'), dict) else 'not a dict'))
|
||
self._set_field_value(field, box_metadata['url'])
|
||
logger.info("Set CREATIVEX LINK to: {}".format(box_metadata['url']))
|
||
except Exception as e:
|
||
logger.error("Failed to set CreativeX URL: {}".format(str(e)))
|
||
import traceback
|
||
logger.error(traceback.format_exc())
|
||
break
|
||
|
||
if not url_field_found:
|
||
logger.warning("CREATIVEX URL field not found in master metadata - adding it now")
|
||
# Create the field structure (text field)
|
||
creativex_url_field = {
|
||
'id': 'FERRERO.FIELD.CREATIVEX LINK',
|
||
'name': 'CreativeX Hyperlink',
|
||
'type': 'com.artesia.metadata.MetadataField',
|
||
'value': {
|
||
'value': {
|
||
'type': 'string',
|
||
'value': box_metadata['url']
|
||
}
|
||
},
|
||
'data_type': 'CHAR',
|
||
'required': False
|
||
}
|
||
mvp_fields.append(creativex_url_field)
|
||
logger.info("Added CREATIVEX URL field with value: {}".format(box_metadata['url']))
|
||
|
||
return mvp_fields
|
||
|
||
def _add_master_asset_id_field(self, mvp_fields, master_opentext_id):
|
||
"""
|
||
Add ARTESIA.FIELD.ASSET_ID with master asset's DAM ID
|
||
|
||
Args:
|
||
mvp_fields: List of MVP fields
|
||
master_opentext_id: DAM Asset ID of the master asset
|
||
|
||
Returns:
|
||
Updated mvp_fields list
|
||
"""
|
||
# Check if field already exists in MVP fields
|
||
for field in mvp_fields:
|
||
field_id = self._get_field_id(field)
|
||
if field_id == 'ARTESIA.FIELD.ASSET_ID':
|
||
# Update existing field value
|
||
self._set_field_value(field, master_opentext_id)
|
||
logger.info("Updated existing ARTESIA.FIELD.ASSET_ID: {}".format(master_opentext_id))
|
||
return mvp_fields
|
||
|
||
# Field doesn't exist - add new field
|
||
mvp_fields.append({
|
||
'id': 'ARTESIA.FIELD.ASSET_ID',
|
||
'type': 'com.artesia.metadata.MetadataField',
|
||
'value': {
|
||
'value': {
|
||
'type': 'string',
|
||
'value': master_opentext_id
|
||
}
|
||
}
|
||
})
|
||
logger.info("Added new ARTESIA.FIELD.ASSET_ID: {}".format(master_opentext_id))
|
||
|
||
return mvp_fields
|
||
|
||
def _get_field_id(self, field):
|
||
"""Extract field ID from field dict"""
|
||
if isinstance(field, dict):
|
||
return field.get('id', '')
|
||
return ''
|
||
|