MallocOnGH200/convert2mean.py
6531809ce5b5main

convert2mean.py
View Options

			#!/bin/env python3

			import sys

			import pandas as pd

			filename = sys.argv[1]
			df = pd.read_csv(filename)

			# Average over all runs
			df = df.groupby(["Name"]).mean()
			tot = df.sum()
			tot["Name"] = "total"
			df.loc["total"] = tot

			# Change units from ns to s
			repl = {}
			for col in df.columns:
			if "(ns)" in col:
			repl[col] = col.replace("(ns)", "(ms)")
			df[col] *= 1.e-6
			df.rename(columns = repl, inplace = True)

			# Convert dtypes where needed
			df["Num Calls"] = df["Num Calls"].astype(int)

			# Output
			df.to_csv(filename)