Skip to main content

formv is a configurable Python library that can be used to validate, convert & transform HTML forms data.

Tested under Python 2.7 and 3.2.

Includes validators for:

- basic types
    boolean, strings, numbers, dates, time, ranges, lists, sets
- chained types
    pairs, multiple fields, post-codes, states, currencies,
    languages, phone numbers, credit cards
- compound types
    any validator, piped validators
- signers & encoders
    cost-based PBKDF2 encoding used to sign strings (e.g. cookies),
    encode strings (e.g. user, password) and sign serialized objects
    (e.g. serialized sessions stored on disk)
- documents (.pdf, .txt, .csv, .doc, etc.)
    can be validated (size, mime-type), stored, backed-up, compressed, reused
- images (.jpg, .png, .gif, etc.)
    can be validated (size, mime-type), stored, backed-up, resized, watermarked,
    imprinted, reused
- geographic data
    based on extendable YAML configuration files or user-defined callables:
    countries, country-codes, states, various naming styles, currencies,
    languages, post-codes, latitude, longitude, geo-distance calculation
- network related
    IPv4, IPv6, CIDR, MAC
- web-forms (schema validation)
    simple fields, chained fields, key-based dependency

Example:

#------------------------------------------------------------------------
# schema validation including file upload, transformation and recovery
#------------------------------------------------------------------------

import os, formv
from formv.configuration import build
from formv.validators import *
from formv.exception import Invalid

from formv.utils import dict_object
from formv.utils.compat import PY2
from formv.utils.fileinfo import BaseFileInfo, ReusedFileInfo

from tests import multipart
from examples import to_str, setup_mime_types, make_environ as env

from datetime import datetime
from mimetypes import guess_type
from webob import Request, Response

app_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))

# ----------------------------------------------------------------
# configuration is required only if you use validators based on
# geographic data: countries, currencies, languages, post-codes,
# latitude, longitude, geo-distance calculation,...

formv.config = build(config_root=os.path.join(app_root, 'tests'))

# ----------------------------------------------------------------

mime_types = setup_mime_types()

session = dict_object(files=dict_object())

class WebForm(VSchema):
    fields = {
        'first_name': VString(min_len=3, max_len=50),
        'last_name': VString(min_len=3, max_len=50),
        'postcode': VString(),
        'state': VString(),
        'country': VCountry(required=True, mode='by-name'),
        'email': VEmail(required=True),
        'password': VPassword(special_chars=3),
        'file_upload': VPipe(VUploadFile(mime_types=mime_types,
                                         temp_dir='/tmp/formv/test/tmp',),
                             VWatermarkImage(type='image',
                                             file=os.path.join(app_root, 'tests/watermarks/copyright.jpg'),
                                             opacity=.04, angle=45),
                             VWatermarkImage(text='formv text watermark', angle=25,
                                             color=(0,0,0,128), opacity=1),
                             VImprintImage(text='Note the image watermark in the background',
                                           color=(0,128,128,255)),
                             VImprintImage(text=datetime.strftime(datetime.utcnow(),
                                                                  'Uploaded on %Y/%m/%d - %H:%M:%S GMT'),
                                           color=(255,128,128,255),
                                           margin=(25,10)),
                       )
    }

    chains = {
        'coordinates': VCountryPostcode(country_field='country',     # extracts (latitude, longitude) pair
                                        postcode_field='postcode'),
        'password': VEncodedPair(required_field='password',          # encodes (password, email) pair
                                 required_label='Password',
                                 available_field='email'),
        'state': VState(country_field='country',                     # validates state against country
                        state_field='state', mode='by-name'),
    }

class Application(object):
    def __call__(self, environ, start_response):
        self.request = Request(make_environ())
        response = self.request.get_response(self.response())
        return response(self.request.environ, start_response)

    def response(self):
        try:
            form = self.validate(self.request.POST) # - form validation
            body = to_str(form)
        except Invalid as e:
            # - recover successfully uploaded files
            if isinstance(e.value.get('file_upload'), BaseFileInfo):
                session.files['file_upload'] = ReusedFileInfo(e.value['file_upload'])

            body = e.message
            body += '<br/>errors'
            body += to_str(e.errors)
            body += '<br/>values'
            body += to_str(e.value)

        response = Response()
        response.text = unicode(body) if PY2 else body
        return response

    def validate(self, request):
        form = WebForm(allow_missing_keys=True,
                       allow_extra_keys=True,
                       replace_empty_value=True,
                       empty_values={
                           # inject recovered file back into form if no new file has been uploaded
                           'file_upload': session.files.get('file_upload'),
                       })
        return form.validate(request)

application = Application()

def make_environ():
    ''' simulates a POST request (multipart/form-data) '''

    app_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
    test_files_dir = os.path.join(app_root, 'tests/files')
    form = []

    # - plain fields
    form.append(multipart.field('first_name', 'John'))
    form.append(multipart.field('last_name', 'Smith'))
    form.append(multipart.field('email', 'dummy@dummy.com'))
    form.append(multipart.field('postcode', '99501'))
    form.append(multipart.field('state', 'Alaska'))
    form.append(multipart.field('country', 'U.S.A.'))
    form.append(multipart.field('password', 'dummy-secret-password-1'))

    # - file upload
    f = os.path.join(test_files_dir, 'test.jpg')
    form.append(multipart.file('file_upload', filename=f,
                               content_type=guess_type(f, False)[0]))
    return env(*form)


if __name__ == '__main__':
    from wsgiref.simple_server import make_server
    httpd = make_server('127.0.0.1', 9000, application)
    sn = httpd.socket.getsockname()
    print("Serving HTTP on", sn[0], "port", sn[1], "...")
    httpd.serve_forever()

Output:

+----------------------------------------------------------------------------------------------------------+
| Field Name  | Field Value                                                                                |
+==========================================================================================================+
| coordinates | (61.216799, -149.87828)                                                                    |
+----------------------------------------------------------------------------------------------------------+
| country     | 'USA'                                                                                      |
+----------------------------------------------------------------------------------------------------------+
| email       | 'dummy@dummy.com'                                                                          |
+----------------------------------------------------------------------------------------------------------+
| file_upload | dir_path = '/tmp/formv/test/public'                                                        |
|             | file_date = datetime.datetime(2014, 4, 4, 1, 33, 39, 453000)                               |
|             | file_ext ='.jpg'                                                                           |
|             | file_name = '16c2493562644b15b4093a02973097b1.jpg'                                         |
|             | file_object = None                                                                         |
|             | file_path = '/tmp/formv/test/public/16c2493562644b15b4093a02973097b1.jpg'                  |
|             | file_size = 5129                                                                           |
|             | guid_name ='16c2493562644b15b4093a02973097b1'                                              |
|             | html_field = 'file_upload'                                                                 |
|             | mime_type = 'image/pjpeg'                                                                  |
|             | orig_name = 'test.jpg'                                                                     |
|             | thumb_name = '16c2493562644b15b4093a02973097b1_th.jpg'                                     |
|             | thumb_path = '/tmp/formv/test/public/16c2493562644b15b4093a02973097b1_th.jpg'              |
|             | zip_name = None                                                                            |
|             | zip_path = None                                                                            |
|             | zip_size = None                                                                            |
+----------------------------------------------------------------------------------------------------------+
| first_name  | 'John'                                                                                     |
+----------------------------------------------------------------------------------------------------------+
| last_name   | 'Smith'                                                                                    |
+----------------------------------------------------------------------------------------------------------+
| password    | '$x-pbkdf2$20$1000$rmQEpiAjI7/FaNpFECFb2w==$l5AfchT7rWwPVxofHhhpSZPu4SJPiU4QTtD/cqmE6og='  |
+----------------------------------------------------------------------------------------------------------+
| postcode    | '99501'                                                                                    |
+----------------------------------------------------------------------------------------------------------+
| state       | 'AK'                                                                                       |
+----------------------------------------------------------------------------------------------------------+

Geographic configuration:

As of now the configuration available includes only USA. If you have to
validates other countries, you have build similar configuration files and
place them in the corresponding folders.

Postcodes validation warning:

If you plan to do USA postcodes validation based on the included YAML
file, expect a high memory usage as the file contains ~44000 postcodes.
A better alternative would be to dump the file in a database, build
necessary callables to read the data and instruct formv to use these
callables. See formv/configuration.py for an example.

USA postcodes data source:

http://www.boutell.com/zipcodes/
http://www.boutell.com/zipcodes/zipcode.zip

Source:

https://pypi.python.org/pypi/formv

For usage and more examples, see examples & tests.

Metadata

Release files for formv 0.0.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for formv 0.0.6
File Size Uploaded
formv-0.0.6.tar.gz 1.7 MB Details

Release files / formv-0.0.6.tar.gz

Download URL formv-0.0.6.tar.gz
Size 1.7 MB
Tags Source
SHA-256 checksum
How to use checksums
b7f7a6ddc9e380b09b9e961a7cdbd859f1ba98518036e63f5c2373cae8490fdf
BLAKE2b-256 checksum
How to use checksums
4f406eacec9a4828263fbda2121d2b236b7ec71a39e464c52f64c493f6b10deb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No

Release history Release notifications | RSS feed

This release

0.0.6 This release

1 release file

0.0.5

1 release file

0.0.4

1 release file

0.0.3

1 release file

0.0.2

1 release file

0.0.1

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page