Class Distribution

Distribution contains summary statistics for a population of values. It optionally contains a histogram representing the distribution of those values across a set of buckets.The summary statistics are the count, mean, sum of the squared deviation from the mean, the minimum, and the maximum of the set of population of values. The histogram is based on a sequence of buckets and gives a count of values that fall into each bucket. The boundaries of the buckets are given either explicitly or by formulas for buckets of fixed or exponentially increasing widths.Although it is not forbidden, it is generally a bad idea to include non-finite values (infinities or NaNs) in the population of values, as this will render the mean and sum_of_squared_deviation fields meaningless.

Inheritance

object

Distribution

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Monitoring.v3.Data

Assembly: Google.Apis.Monitoring.v3.dll

Syntax

public class Distribution : IDirectResponseSchema

Properties

BucketCounts

Required in the Cloud Monitoring API v3. The values for each bucket specified in bucket_options. The sum of the values in bucketCounts must equal the value in the count field of the Distribution object. The order of the bucket counts follows the numbering schemes described for the three bucket types. The underflow bucket has number 0; the finite buckets, if any, have numbers 1 through N-2; and the overflow bucket has number N-1. The size of bucket_counts must not be greater than N. If the size is less than N, then the remaining buckets are assigned values of zero.

Declaration

[JsonProperty("bucketCounts")]
public virtual IList<long?> BucketCounts { get; set; }

Property Value

Type	Description
IList<long?>

BucketOptions

Required in the Cloud Monitoring API v3. Defines the histogram bucket boundaries.

Declaration

[JsonProperty("bucketOptions")]
public virtual BucketOptions BucketOptions { get; set; }

Property Value

Type	Description
BucketOptions

Count

The number of values in the population. Must be non-negative. This value must equal the sum of the values in bucket_counts if a histogram is provided.

Declaration

[JsonProperty("count")]
public virtual long? Count { get; set; }

Property Value

Type	Description
long?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Exemplars

Must be in increasing order of value field.

Declaration

[JsonProperty("exemplars")]
public virtual IList<Exemplar> Exemplars { get; set; }

Property Value

Type	Description
IList<Exemplar>

Mean

The arithmetic mean of the values in the population. If count is zero then this field must be zero.

Declaration

[JsonProperty("mean")]
public virtual double? Mean { get; set; }

Property Value

Type	Description
double?

Range

If specified, contains the range of the population values. The field must not be present if the count is zero. This field is presently ignored by the Cloud Monitoring API v3.

Declaration

[JsonProperty("range")]
public virtual Range Range { get; set; }

Property Value

Type	Description
Range

SumOfSquaredDeviation

The sum of squared deviations from the mean of the values in the population. For values x_i this is: Sum[i=1..n]((x_i - mean)^2) Knuth, "The Art of Computer Programming", Vol. 2, page 232, 3rd edition describes Welford's method for accumulating this sum in one pass.If count is zero then this field must be zero.

Declaration

[JsonProperty("sumOfSquaredDeviation")]
public virtual double? SumOfSquaredDeviation { get; set; }

Property Value

Type	Description
double?

Implements

IDirectResponseSchema