giskard-evaluator / utils.py
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import sys
import yaml
# read scanners from yaml file
# return a list of scanners
def read_scanners(path):
scanners = []
with open(path, "r") as f:
config = yaml.load(f, Loader=yaml.FullLoader)
scanners = config.get("detectors", None)
return scanners
# convert a list of scanners to yaml file
def write_scanners(scanners):
with open("./scan_config.yaml", "w") as f:
# save scanners to detectors in yaml
yaml.dump({"detectors": scanners}, f)
# convert column mapping dataframe to json
def convert_column_mapping_to_json(df, label=""):
column_mapping = {}
column_mapping[label] = []
for _, row in df.iterrows():
column_mapping[label].append(row.tolist())
return column_mapping