kunishou commited on
Commit
f6153d0
1 Parent(s): a3c1345

Delete polars_queries/utils.py

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  1. polars_queries/utils.py +0 -111
polars_queries/utils.py DELETED
@@ -1,111 +0,0 @@
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- import os
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- import timeit
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- from os.path import join
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-
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- import polars as pl
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- from linetimer import CodeTimer, linetimer
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- from polars import testing as pl_test
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-
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- from common_utils import (
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- ANSWERS_BASE_DIR,
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- DATASET_BASE_DIR,
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- FILE_TYPE,
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- INCLUDE_IO,
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- LOG_TIMINGS,
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- SHOW_RESULTS,
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- append_row,
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- )
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-
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- SHOW_PLAN = bool(os.environ.get("SHOW_PLAN", False))
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- STREAMING = bool(os.environ.get("STREAMING", False))
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-
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-
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- def _scan_ds(path: str):
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- path = f"{path}.{FILE_TYPE}"
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- if FILE_TYPE == "parquet":
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- scan = pl.scan_parquet(path)
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- elif FILE_TYPE == "feather":
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- scan = pl.scan_ipc(path)
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- else:
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- raise ValueError(f"file type: {FILE_TYPE} not expected")
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- if INCLUDE_IO:
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- return scan
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- return scan.collect().rechunk().lazy()
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-
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-
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- def get_query_answer(query: int, base_dir: str = ANSWERS_BASE_DIR) -> pl.LazyFrame:
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- answer_ldf = pl.scan_csv(
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- join(base_dir, f"q{query}.out"),
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- separator="|",
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- has_header=True,
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- try_parse_dates=True,
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- )
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- cols = answer_ldf.columns
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- answer_ldf = answer_ldf.select(
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- [pl.col(c).alias(c.strip()) for c in cols]
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- ).with_columns([pl.col(pl.datatypes.Utf8).str.strip_chars().name.keep()])
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-
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- return answer_ldf
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-
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-
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- def test_results(q_num: int, result_df: pl.DataFrame):
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- with CodeTimer(name=f"Testing result of polars Query {q_num}", unit="s"):
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- answer = get_query_answer(q_num).collect()
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- pl_test.assert_frame_equal(left=result_df, right=answer, check_dtype=False)
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-
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-
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- def get_line_item_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "lineitem"))
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-
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-
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- def get_orders_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "orders"))
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-
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-
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- def get_customer_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "customer"))
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-
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-
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- def get_region_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "region"))
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-
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-
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- def get_nation_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "nation"))
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-
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-
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- def get_supplier_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "supplier"))
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-
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-
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- def get_part_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "part"))
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-
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-
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- def get_part_supp_ds(base_dir: str = DATASET_BASE_DIR) -> pl.LazyFrame:
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- return _scan_ds(join(base_dir, "partsupp"))
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-
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-
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- def run_query(q_num: int, lp: pl.LazyFrame):
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- @linetimer(name=f"Overall execution of polars Query {q_num}", unit="s")
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- def query():
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- if SHOW_PLAN:
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- print(lp.explain())
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-
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- with CodeTimer(name=f"Get result of polars Query {q_num}", unit="s"):
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- t0 = timeit.default_timer()
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- result = lp.collect(streaming=STREAMING)
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-
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- secs = timeit.default_timer() - t0
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-
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- if LOG_TIMINGS:
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- append_row(
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- solution="polars", version=pl.__version__, q=f"q{q_num}", secs=secs
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- )
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- else:
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- test_results(q_num, result)
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-
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- if SHOW_RESULTS:
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- print(result)
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-
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- query()