Class Float64Stats (2.0.0)

Version 2.0.0

• 2.14.1 (latest)
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Float64Stats(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The data statistics of a series of FLOAT64 values.

Attributes

Name	Description
mean	float The mean of the series.
standard_deviation	float The standard deviation of the series.
quantiles	Sequence[float] Ordered from 0 to k k-quantile values of the data series of n values. The value at index i is, approximately, the i*n/k-th smallest value in the series; for i = 0 and i = k these are, respectively, the min and max values.
histogram_buckets	Sequence[.data_stats.Float64Stats.HistogramBucket] Histogram buckets of the data series. Sorted by the min value of the bucket, ascendingly, and the number of the buckets is dynamically generated. The buckets are non-overlapping and completely cover whole FLOAT64 range with min of first bucket being "-Infinity", and max of the last one being "Infinity".

Classes

HistogramBucket

HistogramBucket(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A bucket of a histogram.