Aggregated metrics visualization

Breaking Changes:
#601
Since this version, the following metrics will render aggregated plots instead of raw data plots:

• ColumnDriftMetric
• DataDriftTable
• ColumnValuePlot
• TextDescriptorsDriftMetric
• ColumnSummaryMetric
• RegressionPredictedVsActualScatter
• RegressionPredictedVsActualPlot
• RegressionErrorPlot
• RegressionAbsPercentageErrorPlot
• RegressionErrorNormality
• RegressionTopErrorMetric
• ClassificationClassSeparationPlot
• ClassificationQualityByFeatureTable
• RegressionErrorBiasTable
• TargetByFeaturesTable

To return raw data plots use render option :

• On a metric level:

report = Report(
	metrics=[
	RegressionPredictedVsActualScatter(options={"render": {"raw_data": True}}),
])

• On a report level:

report = Report(
    metrics=[
      RegressionQualityMetric(),
      RegressionPredictedVsActualScatter(),
    ],
    options={"render": {"raw_data": True}}
  )

Updates:
#588
#589
#597

Fixes:
#593