Files
postgrest/nix/tools/merge_monitor_result.py
T

45 lines
1.2 KiB
Python

import os
import sys
import pandas as pd
KEY = "Elapsed seconds"
BASE_METRICS = ["CPU (%)", "Real (MB)"]
branch_order = []
merged = None
paths = [p.strip() for p in sys.stdin.read().split() if p.strip()]
for csv_path in paths:
# br is branch (variable shortened to pass linter)
br = os.path.splitext(os.path.basename(csv_path))[0]
branch_order.append(br)
df = pd.read_csv(csv_path)
if KEY not in df.columns:
sys.exit(f"{csv_path} is missing the {KEY} column")
for m in BASE_METRICS:
if m not in df.columns:
sys.exit(f"Error: '{csv_path}' missing required column '{m}'.")
# add branch marker to every metric column
df = df.rename(columns={c: f"{c} [{br}]" for c in df.columns if c != KEY})
# outer join so missing rows appear
merged = df if merged is None else merged.merge(df, on=KEY, how="outer")
# Re-order columns so related metrics are adjacent
ordered_cols = [KEY]
for metric in BASE_METRICS:
for br in branch_order:
col_name = f"{metric} [{br}]"
if col_name in merged.columns:
ordered_cols.append(col_name)
merged = merged[ordered_cols]
# replace nan with empty string
merged = merged.fillna("")
merged.to_markdown(sys.stdout, index=False, tablefmt="github")