Class Float64Stats (2.0.0)

Float64Stats(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The data statistics of a series of FLOAT64 values.

Attributes

NameDescription
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.