wallaroo.assays_v2.baseline

This module features the Baseline class that configures baselines.

class StaticBaseline(wallaroo.wallaroo_ml_ops_api_client.models.baseline_type_1.BaselineType1):

A Baseline from the server will always come in the form of a set of Summaries.

def summarize(self):
Inherited Members
wallaroo.wallaroo_ml_ops_api_client.models.baseline_type_1.BaselineType1
BaselineType1
static
additional_properties
to_dict
from_dict
additional_keys
class SummaryBaseline(wallaroo.wallaroo_ml_ops_api_client.models.baseline_type_0.BaselineType0):

This class represents a summary baseline. A Baseline from the MLOps API will always come in the form of a set of Summaries.

@classmethod
def from_v1_summary( cls, baseline: wallaroo.assay_config.StaticBaseline, summarizer: wallaroo.assay_config.UnivariateContinousSummarizerConfig, iopath: str) -> wallaroo.assays_v2.baseline.SummaryBaseline:

Create a SummaryBaseline from a V1Summarizer. A v1 summary is guaranteed to only contain one observed path.

Parameters
  • baseline: The v1 baseline.
  • summarizer: The v1 summarizer.
  • iopath: The iopath.
Returns

The SummaryBaseline object.

Inherited Members
wallaroo.wallaroo_ml_ops_api_client.models.baseline_type_0.BaselineType0
BaselineType0
summary
additional_properties
to_dict
from_dict
additional_keys