refactor: merge categorization scripts
Merge the logic from categorize_workflows.py into create_categories.py to simplify the categorization process. The categorize_workflows.py script is now deleted.
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@@ -47,6 +47,103 @@ def find_matching_category(tokens, integration_to_category):
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return ""
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def categorize_by_filename(filename):
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"""
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Categorize workflow based on filename patterns.
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Returns the most likely category or None if uncertain.
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"""
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filename_lower = filename.lower()
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# Security & Authentication
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if any(word in filename_lower for word in ['totp', 'bitwarden', 'auth', 'security']):
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return "Technical Infrastructure & DevOps"
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# Data Processing & File Operations
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if any(word in filename_lower for word in ['process', 'writebinaryfile', 'readbinaryfile', 'extractfromfile', 'converttofile', 'googlefirebasecloudfirestore', 'supabase', 'surveymonkey', 'renamekeys', 'readpdf', 'wufoo', 'splitinbatches', 'airtop', 'comparedatasets', 'spreadsheetfile']):
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return "Data Processing & Analysis"
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# Utility & Business Process Automation
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if any(word in filename_lower for word in ['noop', 'code', 'schedule', 'filter', 'splitout', 'wait', 'limit', 'aggregate', 'acuityscheduling', 'eventbrite', 'philipshue', 'stickynote', 'n8ntrainingcustomerdatastore', 'n8n']):
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return "Business Process Automation"
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# Webhook & API related
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if any(word in filename_lower for word in ['webhook', 'respondtowebhook', 'http', 'rssfeedread']):
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return "Web Scraping & Data Extraction"
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# Form & Data Collection
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if any(word in filename_lower for word in ['form', 'typeform', 'jotform']):
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return "Data Processing & Analysis"
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# Local file operations
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if any(word in filename_lower for word in ['localfile', 'filemaker']):
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return "Cloud Storage & File Management"
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# Database operations
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if any(word in filename_lower for word in ['postgres', 'mysql', 'mongodb', 'redis', 'elasticsearch', 'snowflake']):
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return "Data Processing & Analysis"
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# AI & Machine Learning
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if any(word in filename_lower for word in ['openai', 'awstextract', 'awsrekognition', 'humanticai', 'openthesaurus', 'googletranslate', 'summarize']):
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return "AI Agent Development"
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# E-commerce specific
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if any(word in filename_lower for word in ['woocommerce', 'gumroad']):
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return "E-commerce & Retail"
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# Social media specific
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if any(word in filename_lower for word in ['facebook', 'linkedin', 'instagram']):
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return "Social Media Management"
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# Customer support
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if any(word in filename_lower for word in ['zendesk', 'intercom', 'drift', 'pagerduty']):
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return "Communication & Messaging"
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# Analytics & Tracking
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if any(word in filename_lower for word in ['googleanalytics', 'segment', 'mixpanel']):
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return "Data Processing & Analysis"
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# Development tools
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if any(word in filename_lower for word in ['git', 'github', 'gitlab', 'travisci', 'jenkins', 'uptimerobot', 'gsuiteadmin', 'debughelper', 'bitbucket']):
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return "Technical Infrastructure & DevOps"
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# CRM & Sales tools
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if any(word in filename_lower for word in ['pipedrive', 'hubspot', 'salesforce', 'copper', 'orbit', 'agilecrm']):
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return "CRM & Sales"
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# Marketing tools
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if any(word in filename_lower for word in ['mailchimp', 'convertkit', 'sendgrid', 'mailerlite', 'lemlist', 'sendy', 'postmark', 'mailgun']):
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return "Marketing & Advertising Automation"
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# Project management
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if any(word in filename_lower for word in ['asana', 'mondaycom', 'clickup', 'trello', 'notion', 'toggl', 'microsofttodo', 'calendly', 'jira']):
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return "Project Management"
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# Communication
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if any(word in filename_lower for word in ['slack', 'telegram', 'discord', 'mattermost', 'twilio', 'emailreadimap', 'teams', 'gotowebinar']):
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return "Communication & Messaging"
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# Cloud storage
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if any(word in filename_lower for word in ['dropbox', 'googledrive', 'onedrive', 'awss3', 'googledocs']):
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return "Cloud Storage & File Management"
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# Creative tools
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if any(word in filename_lower for word in ['canva', 'figma', 'bannerbear', 'editimage']):
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return "Creative Design Automation"
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# Video & content
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if any(word in filename_lower for word in ['youtube', 'vimeo', 'storyblok', 'strapi']):
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return "Creative Content & Video Automation"
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# Financial tools
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if any(word in filename_lower for word in ['stripe', 'chargebee', 'quickbooks', 'harvest']):
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return "Financial & Accounting"
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# Weather & external APIs
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if any(word in filename_lower for word in ['openweathermap', 'nasa', 'crypto', 'coingecko']):
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return "Web Scraping & Data Extraction"
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return ""
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def main():
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# Load definition categories
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integration_to_category = load_def_categories()
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@@ -71,6 +168,11 @@ def main():
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"filename": filename,
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"category": category
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})
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# Second pass for categorization
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for item in search_categories:
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if not item['category']:
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item['category'] = categorize_by_filename(item['filename'])
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# Sort by filename for consistency
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search_categories.sort(key=lambda x: x['filename'])
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@@ -143,4 +245,4 @@ def main():
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print("="*50)
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if __name__ == "__main__":
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main()
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main()
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