rtbot-sql 0.1.13

Real-time SQL computation engine for streaming numerical data

RtBot SQL

Real-time SQL computation engine for streaming numerical data. Write SQL to define streaming pipelines — RtBot compiles them into high-performance C++ programs that process data incrementally, one message at a time.

Quick start

from rtbot_sql import RtBotSql

sql = RtBotSql()
sql.execute("CREATE STREAM sensors (temperature DOUBLE, pressure DOUBLE)")
sql.execute("""
  CREATE MATERIALIZED VIEW alerts AS
    SELECT temperature, pressure,
           MOVING_AVERAGE(temperature, 50) AS avg_temp,
           MOVING_STD(temperature, 50) AS std_temp
    FROM sensors
    WHERE ABS(temperature - MOVING_AVERAGE(temperature, 50)) > 2 * MOVING_STD(temperature, 50)
""")

import pandas as pd
df = pd.read_csv("sensor_history.csv")
sql.insert_dataframe("sensors", df)
results = sql.execute("SELECT * FROM alerts")

Features

• One language, all stages — the SQL you write in a notebook is the same SQL that runs in production
• Incremental execution — each new data point updates pipeline state in constant time
• Deterministic — same input always produces the same output, regardless of timing
• High performance — native C++ engine with Python bindings via pybind11

Documentation

• Getting Started
• Python Quickstart
• SQL Reference

License

Proprietary. See rtbot.dev for licensing options.