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chore: clean up query.py
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parent
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commit
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@ -3,6 +3,8 @@
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import argparse
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import os
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import json
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import re
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import numpy as np
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import pandas as pd
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import matplotlib.pyplot as plt
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@ -34,7 +36,7 @@ def import_data(db_path, *args):
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]
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)
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dbtimes = {doc['time'] for doc in table.all()}
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dbtimes = {doc["time"] for doc in table.all()}
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skipped = 0
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for path in tqdm(files, desc="Importing JSON files", unit="file"):
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@ -51,13 +53,7 @@ def import_data(db_path, *args):
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print(f"Skipped {skipped} files that were already in the database.")
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def query_and_bar_chart(db_path, arch, version, binary_type):
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"""
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Example query that:
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- filters records by arch and version
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- groups them by (name, config)
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- plots a grouped bar chart of 'mean' times (with error bars using 'stddev').
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"""
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def walltime_chart(db_path, arch, binary_type, exclude):
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db = TinyDB(db_path)
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table = db.table(TABLE_NAME)
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Q = Query()
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@ -68,17 +64,16 @@ def query_and_bar_chart(db_path, arch, version, binary_type):
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"clang-minsize-musl-lto",
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}
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# Fetch rows that match the arch, version, binary_type etc.
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exclude_re = re.compile(exclude) if exclude else None
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# Fetch rows that match the arch, binary_type etc.
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rows = table.search(
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(Q.arch == arch)
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&
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# (Q.version == version) &
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(Q.config.test(lambda x: x in release_configs))
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& (Q.type == binary_type)
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&
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# (Q.name.test(lambda x: not x.endswith("_mmap"))) &
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(Q.mean.exists())
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& (Q.mean.exists())
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& (Q.stddev.exists())
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& (Q.config.test(lambda x: x in release_configs))
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& (Q.name.test(lambda x: exclude_re is None or not exclude_re.search(x)))
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)
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# Sort and create a DataFrame with the relevant columns.
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@ -91,7 +86,7 @@ def query_and_bar_chart(db_path, arch, version, binary_type):
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if row.commit:
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version += f"+{row.commit}"
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df.at[row.Index, "version_object"] = Version(version)
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#df["version_object"] = df["version"].apply(Version)
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# df["version_object"] = df["version"].apply(Version)
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# Pivot the DataFrame so that "name" becomes the row index and different "config"
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# values become separate columns for the "mean" and "stddev" values.
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@ -106,7 +101,9 @@ def query_and_bar_chart(db_path, arch, version, binary_type):
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# === Plotting ===
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# Plot the normalized horizontal grouped bar chart.
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ax = mean_df.plot(kind="bar", yerr=stddev_df, capsize=3, figsize=(10, 10), log=True, width=0.8)
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ax = mean_df.plot(
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kind="bar", yerr=stddev_df, capsize=3, figsize=(10, 10), log=True, width=0.8
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)
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for container in ax.containers:
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if isinstance(container, mplc.BarContainer):
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@ -136,7 +133,7 @@ def query_and_bar_chart(db_path, arch, version, binary_type):
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)
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for boundary in np.arange(len(df)) - 0.5:
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plt.axvline(x=boundary, color='grey', linestyle='-', linewidth=0.5)
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plt.axvline(x=boundary, color="grey", linestyle="-", linewidth=0.5)
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# Maximize the space for the figure.
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plt.subplots_adjust(left=0.06, right=0.94, top=0.97, bottom=0.12)
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@ -166,31 +163,29 @@ def main():
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)
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# Sub-command: bar
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bar_parser = subparsers.add_parser("bar", help="Generate a grouped bar chart.")
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bar_parser = subparsers.add_parser(
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"walltime", help="Wallclock benchmark time by version."
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)
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bar_parser.add_argument("db_path", help="TinyDB database file.")
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bar_parser.add_argument("--arch", required=True, help="Architecture to filter by.")
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bar_parser.add_argument("--version", required=True, help="Version to filter by.")
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bar_parser.add_argument(
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"--arch", default="x86_64", help="Architecture to filter by."
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)
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bar_parser.add_argument(
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"--binary", default="standalone", help="Version to filter by."
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)
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# Sub-command: line
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line_parser = subparsers.add_parser("line", help="Generate a line chart over time.")
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line_parser.add_argument("db_path", help="TinyDB database file.")
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line_parser.add_argument("--arch", required=True, help="Architecture to filter by.")
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line_parser.add_argument("--config", required=True, help="Config to filter by.")
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line_parser.add_argument(
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"--binary", default="standalone", help="Version to filter by."
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bar_parser.add_argument(
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"--exclude",
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type=str,
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default=None,
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help="Regex matching the names of the benchmarks to exclude.",
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)
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args = parser.parse_args()
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if args.command == "import":
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import_data(args.db_path, *args.json_dirs)
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elif args.command == "bar":
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query_and_bar_chart(args.db_path, args.arch, args.version, args.binary)
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elif args.command == "line":
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query_and_line_chart(args.db_path, args.arch, args.config, args.binary)
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elif args.command == "walltime":
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walltime_chart(args.db_path, args.arch, args.binary, args.exclude)
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if __name__ == "__main__":
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