API Reference

Core classes are importable directly from aitaem:

from aitaem import SpecCache, ConnectionManager, MetricCompute

Helpers are importable from aitaem.helpers:

from aitaem.helpers import load_csvs_to_duckdb

Class Overview

Class	Module	Purpose
`MetricCompute`	`aitaem.insights`	Primary interface — compute metrics
`SpecCache`	`aitaem.specs.loader`	Load and cache YAML specs
`MetricSpec`	`aitaem.specs.metric`	Metric spec dataclass
`SliceSpec`	`aitaem.specs.slice`	Slice spec dataclass
`SegmentSpec`	`aitaem.specs.segment`	Segment spec dataclass
`ConnectionManager`	`aitaem.connectors.connection`	Manage backend connections (DuckDB, BigQuery, PostgreSQL)

Function	Module	Purpose
`load_csvs_to_duckdb`	`aitaem.helpers`	Load CSV file(s) into a DuckDB database