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Universal Python connector for APIs - Query any data source with SQL

Project description

WaveQL

WaveQL Logo

The Universal SQL Connector for Modern APIs
Query ServiceNow, Salesforce, Jira, and more using standard SQL.


WaveQL unifies SaaS APIs (ServiceNow, Salesforce, Hubspot), Databases, and Files under a standard SQL interface. It translates your SQL into optimized API calls (pushing down predicates like WHERE and ORDER BY) and handles pagination/auth automatically.

🚀 Quick Start

pip install waveql
import waveql

# Connect to any source
conn = waveql.connect("servicenow://instance.service-now.com", username="admin", password="password")

# Run standard SQL (We handle the API translation)
cursor = conn.cursor()
cursor.execute("""
    SELECT number, short_description 
    FROM incident 
    WHERE priority = 1 
    ORDER BY number DESC 
    LIMIT 5
""")

print(cursor.to_df())  # Returns Pandas DataFrame

📚 Documentation

Topic Description
Adapters Supported sources (ServiceNow, Salesforce, etc.)
Architecture System diagram & components
Configuration Auth, Caching, and Paths
Transactions Saga Pattern & Atomic Writes
CDC Real-time Change Data Capture
Semantic Layer Virtual Views & dbt integration

Contributors: Read AGENTS.md.

✨ Key Features

  • Universal SQL: Join servicenow.incident with salesforce.account.
  • Smart Pushdown: WHERE converts to JQL/SOQL automatically.
  • Zero-Copy: Built on DuckDB + PyArrow.
  • Async Native: async/await throughout.
  • Production Ready: Retries, rate-limiting, and pooling.

License

MIT.

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