FailureInfo

class dataframely.FailureInfo

A container carrying information about rows failing validation in Schema.filter().

Inspection

FailureInfo.invalid()	The rows of the original data frame containing the invalid rows.
FailureInfo.counts()	The number of validation failures for each individual rule.
FailureInfo.cooccurrence_counts()	The number of validation failures per co-occurring rule validation failure.
FailureInfo.__len__()

I/O

FailureInfo.write_parquet(file, **kwargs)	Write the failure info to a parquet file.
FailureInfo.sink_parquet(file, **kwargs)	Stream the failure info to a parquet file.
FailureInfo.read_parquet(source, **kwargs)	Read a parquet file with the failure info.
FailureInfo.scan_parquet(source, **kwargs)	Lazily read a parquet file with the failure info.
FailureInfo.write_delta(target, **kwargs)	Write the failure info to a delta lake table.
FailureInfo.read_delta(source, **kwargs)	Read a delta lake table with the failure info.
FailureInfo.scan_delta(source, **kwargs)	Lazily read a delta lake table with the failure info.