pyarrow.compute.stddev

pyarrow.compute.stddev(array, *, memory_pool=None, options=None, ddof=0, skip_nulls=True, min_count=0)

Calculate the standard deviation of a numeric array.

The number of degrees of freedom can be controlled using VarianceOptions. By default (ddof = 0), the population standard deviation is calculated. Nulls are ignored. If there are not enough non-null values in the array to satisfy ddof, null is returned.

Parameters
  • array (Array-like) – Argument to compute function

  • memory_pool (pyarrow.MemoryPool, optional) – If not passed, will allocate memory from the default memory pool.

  • options (pyarrow.compute.VarianceOptions, optional) – Parameters altering compute function semantics.

  • ddof (optional) – Parameter for VarianceOptions constructor. Either options or ddof can be passed, but not both at the same time.

  • skip_nulls (optional) – Parameter for VarianceOptions constructor. Either options or skip_nulls can be passed, but not both at the same time.

  • min_count (optional) – Parameter for VarianceOptions constructor. Either options or min_count can be passed, but not both at the same time.