tfma.writers.MetricsPlotsAndValidationsWriter

Returns metrics and plots writer.

tfma.writers.MetricsPlotsAndValidationsWriter(
    output_paths: Dict[Text, Text],
    eval_config: tfma.EvalConfig,
    add_metrics_callbacks: Optional[List[tfma.types.MetricVariablesType]] = None,
    metrics_key: Text = constants.METRICS_KEY,
    plots_key: Text = constants.PLOTS_KEY,
    validations_key: Text = constants.VALIDATIONS_KEY,
    output_file_format: Text = ''
) -> tfma.writers.Writer

Note, sharding will be enabled by default if a output_file_format is provided. The files will be named -SSSSS-of-NNNNN. where SSSSS is the shard number and NNNNN is the number of shards.

Args
`output_paths`	Output paths keyed by output key (e.g. 'metrics', 'plots', 'validation').
`eval_config`	Eval config.
`add_metrics_callbacks`	Optional list of metric callbacks (if used).
`metrics_key`	Name to use for metrics key in Evaluation output.
`plots_key`	Name to use for plots key in Evaluation output.
`validations_key`	Name to use for validations key in Evaluation output.
`output_file_format`	File format to use when saving files. Currently only 'tfrecord' is supported.

tfma.writers.MetricsPlotsAndValidationsWriter

Args