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-rwxr-xr-xscripts/histogram.py88
1 files changed, 88 insertions, 0 deletions
diff --git a/scripts/histogram.py b/scripts/histogram.py
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+++ b/scripts/histogram.py
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+#!/usr/bin/env python3
+
+"""Plot an interactive histogram from malt or chattymalloc output file"""
+
+import argparse
+import importlib
+import inspect
+import json
+import os
+import sys
+
+import matplotlib.pyplot as plt
+
+currentdir = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe())))
+parentdir = os.path.dirname(currentdir)
+sys.path.insert(0, parentdir)
+
+import src.chattyparser
+
+def main():
+ parser = argparse.ArgumentParser(description="Plot histograms using a malt or chattymalloc output file")
+ parser.add_argument("input_file", help="path to malt or chattymalloc output file", type=str)
+ parser.add_argument("-e", "--export", help="export to csv", action="store_true")
+ parser.add_argument("-n", "--no-ascii", help="don't output a ascii histogram", action="store_true")
+ parser.add_argument("-i", "--interactive", help="open interactive matplotlib histogram plots",
+ action="store_true")
+ args = parser.parse_args()
+
+ fpath, fext = os.path.splitext(args.input_file)
+ fname = os.path.basename(fpath)
+ # chattymalloc
+ if fname.startswith("chatty") and fext == ".txt":
+ hist, calls, _ = src.chattyparser.parse(args.input_file, coll_size=False)
+ # malt
+ else:
+ with open(args.input_file, "r") as json_file:
+ malt_res = json.load(json_file)
+
+ hist = malt_res["memStats"]["sizeMap"]
+ calls = {}
+ for thread in malt_res["threads"]:
+ for func, data in thread["stats"].items():
+ calls[func] = calls.get(func, 0) + data["count"]
+
+ if args.export:
+ with open(f"{fpath}.csv", "w") as csv_file:
+ print("Size", "Amount", file=csv_file)
+ for size, amount in hist.items():
+ print(size, amount, file=csv_file)
+
+ if not args.no_ascii:
+ src.chattyparser.plot_hist_ascii(f"{fpath}.hist.txt", hist, calls)
+
+ if args.interactive:
+ sizes = []
+ sizes_smaller_4K = []
+ sizes_smaller_32K = []
+ sizes_bigger_32K = []
+ for size, amount in hist.items():
+ size = int(size)
+ sizes.append(size * amount)
+ if size < 4096:
+ sizes_smaller_4K.append(size * amount)
+ if size < 32000:
+ sizes_smaller_32K.append(size * amount)
+ else:
+ sizes_bigger_32K.append(size * amount)
+
+
+ plt.figure(0)
+ plt.hist(sizes_smaller_4K, 200)
+ plt.title("Sizes smaller than 4K")
+
+ plt.figure(1)
+ plt.hist(sizes_smaller_32K, 200)
+ plt.title("Sizes smaller than 32K")
+
+ plt.figure(2)
+ plt.hist(sizes_bigger_32K, 200)
+ plt.title("Sizes bigger than 32K")
+
+ plt.figure(3)
+ plt.hist(sizes, 200)
+ plt.title("All sizes")
+ plt.show()
+
+if __name__ == "__main__":
+ main()