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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.
  • Column quantiles must be within the following value ranges:

  • Quantile Min Value Max Value
    0.05
    Any
    Any
    Q1
    Any
    Any
    Median
    Any
    Any
    Q3
    Any
    Any
    0.95
    Any
    Any
  • Column can match any distribution.

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.
  • Notes:

    These are expectation notes

    • you can use markdown
    • or just strings
  • may have any number of unique values.
  • Notes:

    This is a

    string list,

    assigned to the 'content' key of a notes dict.

    Cool

    huh?

  • may have any fraction of unique values.
  • Notes:

    This is just a single string, assigned to the 'content' key of a notes dict.

  • values must not be null, at least 50 % of the time.
  • Notes:

    This is a list

    of strings

    assigned to the notes

    key.

  • values must be unique.
  • Notes:

    This is a single string assigned to the 'notes' key.

Documentation autogenerated using Great Expectations.