SiVal report

sival.py

import warnings
warnings.simplefilter(action='ignore', category=FutureWarning)

import pandas as pd

# Load CSV data into a DataFrame
fn = 'SiVal Items - Update - 2024-02-15.csv'
df = pd.read_csv(fn, keep_default_na=False)

# We want only the remaining tests (ones without a bazel target)
df = df[df['bazel'].isnull() | (df['bazel'] == '') | (df['bazel'] == ' ') | (df['bazel'] == 'None')]

# Group by hw_ip_block and si_stage, then count occurrences
report = df.groupby(['hw_ip_block', 'si_stage']).size().unstack(fill_value=0)

# Rename columns with empty string to 'Blank'
report.rename(columns={' ': 'Blank'}, inplace=True)

# Define the desired column order
desired_order = ['SV1', 'SV2', 'SV3', 'SV4', 'None', 'NA', 'Blank']

# Reorder the columns of the DataFrame
report = report.reindex(columns=desired_order, fill_value=0)

# Avoid printing a line that just says 'hw_ip_block'
report.index.name = 'hw_ip_block'

print(report.to_string(header=True, index=True))