rawdata 0.0.2

Generate realistic raw datasets with optional DQ issues

Generate realistic raw datasets with optional DQ issues

To install run

pip install rawdata

Basic Usage

import rawdata.generate as generate

print('Random Number    = ', generate.random_int(1,100))
    > Random Number    =  84

print('Random Letters   = ', generate.random_letters(40))
    > Random Letters   =  T1CElkRAGPAmWSavbDItDbFmQIvUh26SyJE58x49

print('Random Password  = ', generate.generate_password())
    > Random Password  =  peujlsmbf19966YKCX

words = generate.get_list_words()
print(len(words), ' words : ', words[500:502])
    > 10739  words :  ['architeuthis', 'arcsine']

places = generate.get_list_places()
print(len(places), ' places : ', places[58:60])
    > 262  places :  ['Brazil', 'British Virgin Islands']

tbl = generate.random_table(6,4, colTypes, colLabel)
generate.show_table(tbl)

    > DATE,name,Born
    > 2013,Douglas,Scandinavia
    > 1999,Hunter,Sierra Leone
    > 2005,Shubha,Madagascar

Adding Errors to a table

import create
t = create.Table(tbl, generate.random_letters(6))
t.add_errors(2)
print(t.tbl)

And after adding 2 random errors there are additional spaces in Douglas, and the Born column is missing for Hunter

DATE    name       Born
-----   ---------  ----------
2013     Douglas   Scandinavia
1999    Hunter
2005    Shubha     Madagascar

More information is at https://github.com/acutesoftware/rawdata