Started FCC data ingestor
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ingestors/ingest_fcc.py
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215
ingestors/ingest_fcc.py
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#!/usr/bin/env python
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# Elasticsearch Recon Ingestion Scripts (ERIS) - Developed by Acidvegas (https://git.acid.vegas/eris)
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# ingest_fcc.py
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'''
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This plugin downloads and processes FCC license data from:
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https://data.fcc.gov/download/license-view/fcc-license-view-data-csv-format.zip
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'''
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import asyncio
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import csv
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import io
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import logging
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import zipfile
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from datetime import datetime
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try:
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import aiohttp
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except ImportError:
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raise ImportError('Missing required \'aiohttp\' library. (pip install aiohttp)')
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# Set a default elasticsearch index if one is not provided
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default_index = 'eris-fcc'
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# FCC data URL
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FCC_URL = 'https://data.fcc.gov/download/license-view/fcc-license-view-data-csv-format.zip'
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def construct_map() -> dict:
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'''Construct the Elasticsearch index mapping for FCC license records.'''
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# Match on exact value or full text search
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keyword_mapping = { 'type': 'text', 'fields': { 'keyword': { 'type': 'keyword', 'ignore_above': 256 } } }
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# Numeric fields with potential decimal values
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float_mapping = { 'type': 'float' }
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return {
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'mappings': {
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'properties': {
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'license_id' : {'type': 'long'},
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'source_system' : keyword_mapping,
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'callsign' : keyword_mapping,
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'facility_id' : {'type': 'long'},
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'frn' : keyword_mapping,
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'lic_name' : keyword_mapping,
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'common_name' : keyword_mapping,
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'radio_service_code' : keyword_mapping,
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'radio_service_desc' : keyword_mapping,
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'rollup_category_code' : keyword_mapping,
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'rollup_category_desc' : keyword_mapping,
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'grant_date' : {'type': 'date'},
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'expired_date' : {'type': 'date'},
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'cancellation_date' : {'type': 'date'},
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'last_action_date' : {'type': 'date'},
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'lic_status_code' : keyword_mapping,
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'lic_status_desc' : keyword_mapping,
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'rollup_status_code' : keyword_mapping,
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'rollup_status_desc' : keyword_mapping,
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'entity_type_code' : keyword_mapping,
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'entity_type_desc' : keyword_mapping,
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'rollup_entity_code' : keyword_mapping,
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'rollup_entity_desc' : keyword_mapping,
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'lic_address' : keyword_mapping,
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'lic_city' : keyword_mapping,
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'lic_state' : keyword_mapping,
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'lic_zip_code' : keyword_mapping,
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'lic_attention_line' : keyword_mapping,
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'contact_company' : keyword_mapping,
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'contact_name' : keyword_mapping,
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'contact_title' : keyword_mapping,
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'contact_address1' : keyword_mapping,
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'contact_address2' : keyword_mapping,
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'contact_city' : keyword_mapping,
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'contact_state' : keyword_mapping,
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'contact_zip' : keyword_mapping,
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'contact_country' : keyword_mapping,
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'contact_phone' : keyword_mapping,
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'contact_fax' : keyword_mapping,
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'contact_email' : keyword_mapping,
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'market_code' : keyword_mapping,
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'market_desc' : keyword_mapping,
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'channel_block' : keyword_mapping,
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'loc_type_code' : keyword_mapping,
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'loc_type_desc' : keyword_mapping,
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'loc_city' : keyword_mapping,
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'loc_county_code' : keyword_mapping,
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'loc_county_name' : keyword_mapping,
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'loc_state' : keyword_mapping,
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'loc_radius_op' : float_mapping,
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'loc_seq_id' : {'type': 'long'},
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'loc_lat_deg' : {'type': 'integer'},
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'loc_lat_min' : {'type': 'integer'},
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'loc_lat_sec' : float_mapping,
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'loc_lat_dir' : keyword_mapping,
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'loc_long_deg' : {'type': 'integer'},
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'loc_long_min' : {'type': 'integer'},
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'loc_long_sec' : float_mapping,
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'loc_long_dir' : keyword_mapping,
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'hgt_structure' : float_mapping,
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'asr_num' : keyword_mapping,
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'antenna_id' : {'type': 'long'},
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'ant_seq_id' : {'type': 'long'},
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'ant_make' : keyword_mapping,
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'ant_model' : keyword_mapping,
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'ant_type_code' : keyword_mapping,
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'ant_type_desc' : keyword_mapping,
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'azimuth' : float_mapping,
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'beamwidth' : float_mapping,
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'polarization_code' : keyword_mapping,
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'frequency_id' : {'type': 'long'},
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'freq_seq_id' : {'type': 'long'},
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'freq_class_station_code' : keyword_mapping,
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'freq_class_station_desc' : keyword_mapping,
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'power_erp' : float_mapping,
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'power_output' : float_mapping,
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'frequency_assigned' : float_mapping,
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'frequency_upper_band' : float_mapping,
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'unit_of_measure' : keyword_mapping,
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'tolerance' : float_mapping,
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'emission_id' : {'type': 'long'},
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'emission_seq_id' : {'type': 'long'},
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'emission_code' : keyword_mapping,
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'ground_elevation' : float_mapping
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}
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}
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}
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async def download_and_extract_csv():
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'''Download and extract the FCC license data ZIP file.'''
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async with aiohttp.ClientSession() as session:
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async with session.get(FCC_URL) as response:
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if response.status != 200:
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raise Exception(f'Failed to download FCC data: HTTP {response.status}')
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zip_data = await response.read()
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with zipfile.ZipFile(io.BytesIO(zip_data)) as zip_file:
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# Get the first CSV file in the ZIP
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csv_filename = next(name for name in zip_file.namelist() if name.endswith('.csv'))
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return zip_file.read(csv_filename).decode('utf-8')
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def parse_date(date_str):
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'''Parse date string to ISO format or return None if invalid.'''
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if not date_str or date_str == '0000-00-00':
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return None
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try:
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# Try the new format first
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return datetime.strptime(date_str.strip(), '%m/%d/%Y %H:%M:%S').strftime('%Y-%m-%dT%H:%M:%SZ')
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except ValueError:
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try:
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# Try the old format
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return datetime.strptime(date_str, '%Y-%m-%d').strftime('%Y-%m-%dT%H:%M:%SZ')
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except ValueError:
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return None
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async def process_data(input_path: str = None):
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'''
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Process the FCC license data.
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:param input_path: Optional path to local CSV file (if not downloading)
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'''
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if input_path:
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with open(input_path, 'r') as f:
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csv_data = f.read()
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else:
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csv_data = await download_and_extract_csv()
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# Process CSV data
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csv_reader = csv.DictReader(io.StringIO(csv_data))
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for row in csv_reader:
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# Convert date fields
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date_fields = ['grant_date', 'expired_date', 'cancellation_date', 'last_action_date']
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for field in date_fields:
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if field in row:
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row[field] = parse_date(row[field])
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# Convert numeric fields
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numeric_fields = {
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'int' : ['facility_id', 'loc_lat_deg', 'loc_long_deg', 'loc_lat_min', 'loc_long_min', 'loc_seq_id', 'ant_seq_id', 'freq_seq_id', 'emission_seq_id'],
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'float' : ['loc_lat_sec', 'loc_long_sec', 'loc_radius_op', 'hgt_structure', 'azimuth', 'beamwidth', 'power_erp', 'power_output', 'frequency_assigned', 'frequency_upper_band', 'tolerance', 'ground_elevation'],
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'long' : ['license_id', 'antenna_id', 'frequency_id', 'emission_id']
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}
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for field_type, fields in numeric_fields.items():
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for field in fields:
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if field in row and row[field]:
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try:
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if field_type == 'int':
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row[field] = int(float(row[field]))
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elif field_type == 'float':
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row[field] = float(row[field])
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elif field_type == 'long':
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row[field] = int(float(row[field]))
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except (ValueError, TypeError):
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row[field] = None
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# Remove empty fields
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record = {k.lower(): v for k, v in row.items() if v not in (None, '', 'NULL')}
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yield {'_index': default_index, '_source': record}
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async def test():
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'''Test the ingestion process.'''
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async for document in process_data():
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print(document)
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if __name__ == '__main__':
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asyncio.run(test())
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