Created
May 11, 2018 13:46
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Execute SELECT statements in chunks with SqlAlchemy
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from sqlalchemy import create_engine | |
from sqlalchemy import text as sql_text | |
# Stolen from https://stackoverflow.com/a/434328/1571593 | |
def chunker(seq, size): | |
return (seq[pos:pos + size] for pos in range(0, len(seq), size)) | |
# Execute {SELECT ... IN ...} in chunks | |
'''Notes: | |
1) query has to be of the form: | |
SELECT something FROM a_table WHERE something_else IN :values; | |
2) In the SELECT statement Don't change the name of ':values' | |
''' | |
def execute_IN_in_chunks(con, query, chunkable, chunk_size): | |
output = [] | |
for chunk in chunker(chunkable, chunk_size): | |
result = con.execute(sql_text(query), values=tuple(chunk)) | |
output += result.fetchall() | |
return output |
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