This repository has been archived by the owner on Jul 11, 2023. It is now read-only.
-
Notifications
You must be signed in to change notification settings - Fork 1
/
main.py
113 lines (84 loc) · 3.66 KB
/
main.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
# -*- coding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
import os
import sys
import json
import click
from goodtables import pipeline as _pipeline
from goodtables import processors
@click.group()
def cli():
"""The entry point into the CLI."""
@cli.command()
@click.argument('data')
@click.option('--schema')
@click.option('--format', default='csv', type=click.Choice(['csv', 'excel']))
@click.option('--fail_fast', is_flag=True)
@click.option('--row_limit', default=20000, type=int)
@click.option('--report_limit', default=1000, type=int)
def pipeline(data, schema, format, fail_fast, row_limit, report_limit):
"""Run a Good Tables pipeline."""
options = {}
if schema:
options['schema'] = {'schema': schema}
processor = _pipeline.Pipeline(data, format=format, fail_fast=fail_fast,
row_limit=row_limit,
report_limit=report_limit)
valid, report = processor.run()
click.echo(json.dumps(report.generate(), ensure_ascii=True))
@cli.command()
@click.argument('data')
@click.option('--format', default='csv', type=click.Choice(['csv', 'excel']))
@click.option('--fail_fast', is_flag=True)
@click.option('--row_limit', default=20000, type=int)
@click.option('--report_limit', default=1000, type=int)
@click.option('--output', default='txt', type=click.Choice(['txt', 'json']))
def structure(data, format, fail_fast, row_limit, report_limit, output):
"""Run a Good Tables StructureProcessor."""
processor = processors.StructureProcessor(format=format, fail_fast=fail_fast,
row_limit=row_limit,
report_limit=report_limit)
valid, report, data = processor.run(data)
valid_msg = 'Well done! The data is valid :)\n'.upper()
invalid_msg = 'Oops.The data is invalid :(\n'.upper()
if output == 'json':
exclude = None
else:
exclude = ['result_context', 'processor', 'row_name', 'result_category',
'column_index', 'column_name', 'result_level']
if valid:
click.echo(click.style(valid_msg, fg='green'))
else:
click.echo(click.style(invalid_msg, fg='red'))
click.echo(report.generate(output, exclude=exclude))
@cli.command()
@click.argument('data')
@click.option('--schema')
@click.option('--format', default='csv', type=click.Choice(['csv', 'excel']))
@click.option('--fail_fast', is_flag=True)
@click.option('--row_limit', default=20000, type=int)
@click.option('--report_limit', default=1000, type=int)
@click.option('--output', default='txt', type=click.Choice(['txt', 'json']))
def schema(data, schema, format, fail_fast, row_limit, report_limit, output):
"""Run a Good Tables SchemaProcessor."""
processor = processors.SchemaProcessor(schema=schema, format=format,
fail_fast=fail_fast, row_limit=row_limit,
report_limit=report_limit)
valid, report, data = processor.run(data)
if output == 'json':
exclude = None
else:
exclude = ['result_context', 'processor', 'row_name', 'result_category',
'column_index', 'column_name', 'result_level']
valid_msg = 'Well done! The data is valid :)\n'.upper()
invalid_msg = 'Oops.The data is invalid :(\n'.upper()
if valid:
click.echo(click.style(valid_msg, fg='green'))
else:
click.echo(click.style(invalid_msg, fg='red'))
click.echo(report.generate(output, exclude=exclude))
if __name__ == '__main__':
cli()