KW_DB & Maangement of KW
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IGNY8 VPS (Salman)
321
backend/scripts/import_seed_keywords_single.py
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321
backend/scripts/import_seed_keywords_single.py
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#!/usr/bin/env python3
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"""
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Import Seed Keywords from Single CSV File
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This script imports keywords from a single CSV file into the IGNY8 global keywords database.
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Use this for testing before running full import.
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DUPLICATE HANDLING:
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- Checks: keyword + country (case-insensitive)
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- If duplicate exists in same industry+sector: SKIPS import
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Usage:
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docker compose -f docker-compose.app.yml exec igny8_backend \\
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python3 /app/scripts/import_seed_keywords_single.py \\
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--csv /app/../KW_DB/HealthCare_Medical/Physiotherapy_Rehabilitation/google_us_physical-therapy_matching-terms_2025-12-19_04-25-15.csv \\
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--industry "HealthCare Medical" \\
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--sector "Physiotherapy Rehabilitation" \\
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--dry-run
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Author: IGNY8 Team
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Date: January 13, 2026
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"""
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import os
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import sys
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import csv
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import argparse
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import django
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from pathlib import Path
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# Change to app directory for Django imports
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sys.path.insert(0, '/app')
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os.chdir('/app')
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# Setup Django
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os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'igny8_core.settings')
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django.setup()
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from django.utils.text import slugify
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from django.db import transaction
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from igny8_core.auth.models import Industry, IndustrySector, SeedKeyword
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class KeywordImporter:
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"""Import keywords from CSV into database"""
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def __init__(self, dry_run=False, verbose=False):
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self.dry_run = dry_run
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self.verbose = verbose
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self.stats = {
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'processed': 0,
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'imported': 0,
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'skipped_duplicate': 0,
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'skipped_invalid': 0,
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'errors': 0
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}
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def log(self, message, force=False):
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"""Print message if verbose or forced"""
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if self.verbose or force:
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print(message)
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def get_or_create_industry(self, name):
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"""Get or create Industry record"""
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slug = slugify(name)
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if self.dry_run:
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self.log(f"[DRY RUN] Would get/create Industry: {name} (slug: {slug})")
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# Return a mock object for dry run
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class MockIndustry:
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def __init__(self):
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self.id = 0
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self.name = name
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self.slug = slug
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return MockIndustry(), False
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industry, created = Industry.objects.get_or_create(
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slug=slug,
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defaults={
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'name': name,
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'is_active': True,
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'description': f'Auto-imported from KW_DB'
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}
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)
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if created:
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self.log(f"✓ Created Industry: {name}", force=True)
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else:
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self.log(f"✓ Found existing Industry: {name}")
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return industry, created
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def get_or_create_sector(self, industry, name):
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"""Get or create IndustrySector record"""
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slug = slugify(name)
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if self.dry_run:
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self.log(f"[DRY RUN] Would get/create Sector: {name} (slug: {slug})")
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class MockSector:
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def __init__(self):
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self.id = 0
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self.name = name
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self.slug = slug
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return MockSector(), False
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sector, created = IndustrySector.objects.get_or_create(
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industry=industry,
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slug=slug,
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defaults={
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'name': name,
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'is_active': True,
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'description': f'Auto-imported from KW_DB'
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}
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)
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if created:
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self.log(f" ✓ Created Sector: {name}", force=True)
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else:
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self.log(f" ✓ Found existing Sector: {name}")
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return sector, created
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def is_duplicate(self, keyword, country, industry, sector):
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"""
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Check if keyword already exists with same country in this industry+sector.
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Duplicate check: keyword + country (case-insensitive)
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"""
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if self.dry_run:
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return False # Skip duplicate check in dry run
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exists = SeedKeyword.objects.filter(
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keyword__iexact=keyword,
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country=country,
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industry=industry,
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sector=sector
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).exists()
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return exists
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def import_keyword(self, keyword_data, industry, sector):
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"""Import single keyword record"""
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keyword = keyword_data['keyword']
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country = keyword_data['country']
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volume = keyword_data['volume']
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difficulty = keyword_data['difficulty']
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# Check for duplicate (keyword + country)
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if self.is_duplicate(keyword, country, industry, sector):
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self.log(f" ⊘ SKIP (duplicate): {keyword} [{country}]")
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self.stats['skipped_duplicate'] += 1
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return False
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if self.dry_run:
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self.log(f" [DRY RUN] Would import: {keyword} [{country}] (vol:{volume}, diff:{difficulty})")
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return True
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# Create keyword
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SeedKeyword.objects.create(
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keyword=keyword,
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industry=industry,
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sector=sector,
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volume=volume,
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difficulty=difficulty,
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country=country,
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is_active=True
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)
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self.log(f" ✓ Imported: {keyword} [{country}] (vol:{volume}, diff:{difficulty})")
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return True
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def parse_csv_row(self, row):
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"""Parse CSV row and extract keyword data"""
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try:
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keyword = row.get('Keyword', '').strip()
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if not keyword:
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return None
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# Parse country (default to US)
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country_raw = row.get('Country', 'us').strip().upper()
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if not country_raw:
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country_raw = 'US'
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# Parse volume (default to 0)
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volume_raw = row.get('Volume', '0').strip()
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try:
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volume = int(volume_raw) if volume_raw else 0
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except (ValueError, TypeError):
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volume = 0
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# Parse difficulty (default to 0, clamp to 0-100)
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difficulty_raw = row.get('Difficulty', '0').strip()
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try:
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difficulty = int(difficulty_raw) if difficulty_raw else 0
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difficulty = max(0, min(100, difficulty)) # Clamp to 0-100
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except (ValueError, TypeError):
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difficulty = 0
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return {
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'keyword': keyword,
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'country': country_raw,
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'volume': volume,
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'difficulty': difficulty
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}
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except Exception as e:
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self.log(f" ⚠ Error parsing row: {e}")
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return None
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def import_csv(self, csv_path, industry_name, sector_name):
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"""Import keywords from CSV file"""
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csv_path = Path(csv_path)
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if not csv_path.exists():
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print(f"❌ ERROR: CSV file not found: {csv_path}")
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return False
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print(f"\n{'='*70}")
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print(f"IMPORTING SEED KEYWORDS FROM CSV")
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print(f"{'='*70}")
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print(f"File: {csv_path.name}")
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print(f"Industry: {industry_name}")
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print(f"Sector: {sector_name}")
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if self.dry_run:
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print("Mode: DRY RUN (no database changes)")
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print(f"{'='*70}\n")
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# Get or create Industry and Sector
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industry, _ = self.get_or_create_industry(industry_name)
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sector, _ = self.get_or_create_sector(industry, sector_name)
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# Read and import CSV
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print(f"Processing keywords...\n")
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try:
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with transaction.atomic():
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with open(csv_path, 'r', encoding='utf-8') as f:
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reader = csv.DictReader(f)
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for row in reader:
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self.stats['processed'] += 1
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keyword_data = self.parse_csv_row(row)
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if not keyword_data:
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self.stats['skipped_invalid'] += 1
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continue
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if self.import_keyword(keyword_data, industry, sector):
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self.stats['imported'] += 1
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# Rollback in dry run mode
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if self.dry_run:
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transaction.set_rollback(True)
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except Exception as e:
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print(f"\n❌ ERROR: {e}")
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import traceback
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traceback.print_exc()
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self.stats['errors'] += 1
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return False
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# Print summary
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print(f"\n{'='*70}")
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print(f"IMPORT SUMMARY")
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print(f"{'='*70}")
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print(f"Total rows processed: {self.stats['processed']}")
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print(f"✓ Imported: {self.stats['imported']}")
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print(f"⊘ Skipped (duplicate): {self.stats['skipped_duplicate']}")
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print(f"⊘ Skipped (invalid): {self.stats['skipped_invalid']}")
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print(f"✗ Errors: {self.stats['errors']}")
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print(f"{'='*70}\n")
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if self.dry_run:
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print("ℹ This was a DRY RUN - no data was saved to database")
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print("Remove --dry-run flag to perform actual import\n")
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else:
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print("✓ Import completed successfully!")
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print(f"✓ Check Django admin: /admin/auth/seedkeyword/\n")
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return True
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def main():
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parser = argparse.ArgumentParser(
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description='Import seed keywords from single CSV file (with duplicate check: keyword+country)',
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formatter_class=argparse.RawDescriptionHelpFormatter,
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epilog="""
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Examples:
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# Dry run (preview only)
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docker compose -f docker-compose.app.yml exec igny8_backend \\
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python3 /app/scripts/import_seed_keywords_single.py \\
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--csv /app/../KW_DB/HealthCare_Medical/Physiotherapy_Rehabilitation/google_us_muscle-stimulator_matching-terms_2025-12-19_04-25-32.csv \\
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--industry "HealthCare Medical" \\
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--sector "Physiotherapy Rehabilitation" \\
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--dry-run --verbose
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# Actual import
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docker compose -f docker-compose.app.yml exec igny8_backend \\
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python3 /app/scripts/import_seed_keywords_single.py \\
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--csv /app/../KW_DB/HealthCare_Medical/Physiotherapy_Rehabilitation/google_us_muscle-stimulator_matching-terms_2025-12-19_04-25-32.csv \\
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--industry "HealthCare Medical" \\
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--sector "Physiotherapy Rehabilitation"
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"""
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)
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parser.add_argument('--csv', required=True, help='Path to CSV file')
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parser.add_argument('--industry', required=True, help='Industry name')
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parser.add_argument('--sector', required=True, help='Sector name')
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parser.add_argument('--dry-run', action='store_true', help='Preview without saving to database')
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parser.add_argument('--verbose', action='store_true', help='Show detailed progress')
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args = parser.parse_args()
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# Create importer and run
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importer = KeywordImporter(dry_run=args.dry_run, verbose=args.verbose)
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success = importer.import_csv(args.csv, args.industry, args.sector)
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sys.exit(0 if success else 1)
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if __name__ == '__main__':
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main()
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