Adaptive read-only chunked SQL reader for large replicas
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sql-chunker
Adaptive read-only chunked SQL reader. Drop-in for pd.read_sql.
from sql_chunker import ChunkedReader
_reader = ChunkedReader(get_pg_engine())
df = _reader.read_sql(sql)
Inside: read-only, statement_timeout=15s, adaptive chunk sizing (~8s/chunk), shrink-and-retry on timeout, safe direct fallback.
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