sqlite-predict
Prediction as a SQL primitive for SQLite: forecast(), detect_anomalies(),
predict(). The wheel bundles the zero-dependency loadable extension for your
platform.
import sqlite3
import sqlite_predict
db = sqlite3.connect(":memory:")
sqlite_predict.load(db)
db.execute("CREATE TABLE readings(ts TEXT, value REAL)")
# ... insert rows ...
# forecast() is an aggregate: your query supplies the rows, and each
# group returns one JSON document
doc = db.execute("SELECT forecast(ts, value, 24) FROM readings").fetchone()[0]
print(doc)
See the project README for the full SQL surface, models, and benchmarks.
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