Documentation autogenerated using Great Expectations.

Expectation Suite Overview

Info

Full Data Asset Identifier
my_datasource/my_generator/titanic_data
Data Asset Type
Dataset
Expectation Suite Name
default
Great Expectations Version
0.7.0-beta

Table-Level Expectations

  • Must have more than 0 rows.
  • This table should have a list of columns in a specific order, but that order is not specified.

Notes

This Expectation suite currently contains 43 total Expectations across 7 columns.

Age

  • value types must belong to this set: DOUBLE_PRECISION DoubleType FLOAT FloatType NUMERIC float.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • minimum value may have any numerical value.
  • maximum value may have any numerical value.
  • mean may have any numerical value.
  • median may have any numerical value.
  • expect_column_quantile_values_to_be_between(**OrderedDict([(u'column', u'Age'), (u'quantile_ranges', OrderedDict([(u'quantiles', [0.05, 0.25, 0.5, 0.75, 0.95]), (u'value_ranges', [[None, None], [None, None], [None, None], [None, None], [None, None]])]))]))
  • Kullback-Leibler (KL) divergence with respect to the following distribution must be lower than 0.1:

Name

  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.

PClass

  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • values must not match this regular expression: ^\s+|\s+$.
  • distinct values must belong to a set, but that set is not specified.

Sex

  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • values must not match this regular expression: ^\s+|\s+$.
  • distinct values must belong to a set, but that set is not specified.

SexCode

  • value types must belong to this set: BIGINT INTEGER IntegerType LongType SMALLINT int.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • distinct values must belong to a set, but that set is not specified.

Survived

  • value types must belong to this set: BIGINT INTEGER IntegerType LongType SMALLINT int.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • distinct values must belong to a set, but that set is not specified.

Unnamed: 0

  • value types must belong to this set: BIGINT INTEGER IntegerType LongType SMALLINT int.
  • may have any number of unique values.
  • may have any fraction of unique values.
  • values must not be null, at least 50 % of the time.
  • values must be unique.

Documentation autogenerated using Great Expectations.