28 best Python Form Validation libraries in 2023

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by weaver dot icon Updated: Sep 1, 2021

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Python is an indispensable tool for many programmers. With it, you can do away with all the repetitive and tedious work involved with other scripting languages. For a technical process like form validation, with Python, you can ensure that the input text is in the correct format (including both after submitting and inline validation). Hence, when you build an application that accepts user input, you can verify that the data that enters your application is valid, consistent, and secure with various open-source Python libraries.

Here we list down some of those libraries which are useful for form validation. Say, with pydantic, you can define custom data types, parse input data, and then validate it. Using type hints, the library can even coerce input data to the declared types and accumulate errors using ValidationError. pydantic is also easily discoverable given how well it has been documented. Another application, Django-crispy-forms helps you manage Django forms by allowing you to adjust their properties (say, CSS classes, send button, etc.) on the backend. This means you no longer have to rewrite anything in the template. We also have Formspree, which is a backend, API, and email service for HTML and JavaScript forms. It is secure with a honeypot to prevent spam and is the simplest way to embed customized order forms, “Contact Us” forms, and dialogue boxes meant to capture email.

pydanticby samuelcolvin

Python doticonstar image 9557 doticonVersion:v1.9.0doticon
License: Permissive (MIT)

Data parsing and validation using Python type hints

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            pydanticby samuelcolvin

            Python doticon star image 9557 doticonVersion:v1.9.0doticon License: Permissive (MIT)

            Data parsing and validation using Python type hints
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                      marshmallowby marshmallow-code

                      Python doticonstar image 6558 doticonVersion:Currentdoticon
                      License: Permissive (MIT)

                      A lightweight library for converting complex objects to and from simple Python datatypes.

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                                marshmallowby marshmallow-code

                                Python doticon star image 6558 doticonVersion:Currentdoticon License: Permissive (MIT)

                                A lightweight library for converting complex objects to and from simple Python datatypes.
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                                          django-crispy-formsby django-crispy-forms

                                          Python doticonstar image 4718 doticonVersion:2.0doticon
                                          License: Permissive (MIT)

                                          The best way to have DRY Django forms. The app provides a tag and filter that lets you quickly render forms in a div format while providing an enormous amount of capability to configure and control the rendered HTML.

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                                                    django-crispy-formsby django-crispy-forms

                                                    Python doticon star image 4718 doticonVersion:2.0doticon License: Permissive (MIT)

                                                    The best way to have DRY Django forms. The app provides a tag and filter that lets you quickly render forms in a div format while providing an enormous amount of capability to configure and control the rendered HTML.
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                                                              connexionby zalando

                                                              Python doticonstar image 3888 doticonVersion:2.10.0doticon
                                                              License: Others (Non-SPDX)

                                                              Swagger/OpenAPI First framework for Python on top of Flask with automatic endpoint validation & OAuth2 support

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                                                                        connexionby zalando

                                                                        Python doticon star image 3888 doticonVersion:2.10.0doticon License: Others (Non-SPDX)

                                                                        Swagger/OpenAPI First framework for Python on top of Flask with automatic endpoint validation & OAuth2 support
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                                                                                  formspreeby formspree

                                                                                  Python doticonstar image 2796 doticonVersion:Currentdoticon
                                                                                  License: Others (Non-SPDX)

                                                                                  Easy HTML form without PHP or JavaScript

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                                                                                            formspreeby formspree

                                                                                            Python doticon star image 2796 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                            Easy HTML form without PHP or JavaScript
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                                                                                                      sqlparseby andialbrecht

                                                                                                      Python doticonstar image 3291 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      A non-validating SQL parser module for Python

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                                                                                                                sqlparseby andialbrecht

                                                                                                                Python doticon star image 3291 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                A non-validating SQL parser module for Python
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                                                                                                                          cerberusby pyeve

                                                                                                                          Python doticonstar image 2989 doticonVersion:Currentdoticon
                                                                                                                          License: Permissive (ISC)

                                                                                                                          Lightweight, extensible data validation library for Python

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                                                                                                                                    cerberusby pyeve

                                                                                                                                    Python doticon star image 2989 doticonVersion:Currentdoticon License: Permissive (ISC)

                                                                                                                                    Lightweight, extensible data validation library for Python
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                                                                                                                                              schemaby keleshev

                                                                                                                                              Python doticonstar image 2758 doticonVersion:v0.7.5doticon
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                                                                                                                                              Schema validation just got Pythonic

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                                                                                                                                                        schemaby keleshev

                                                                                                                                                        Python doticon star image 2758 doticonVersion:v0.7.5doticon License: Permissive (MIT)

                                                                                                                                                        Schema validation just got Pythonic
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                                                                                                                                                                  Python doticonstar image 1985 doticonVersion:1.3.1doticon
                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                  Prettify/Minify/Query/Goto/Validate/Lint JSON plugin for Sublime Text 3 & 4

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                                                                                                                                                                            SublimePrettyJsonby dzhibas

                                                                                                                                                                            Python doticon star image 1985 doticonVersion:1.3.1doticon License: Permissive (MIT)

                                                                                                                                                                            Prettify/Minify/Query/Goto/Validate/Lint JSON plugin for Sublime Text 3 & 4
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                                                                                                                                                                                      Python doticonstar image 1823 doticonVersion:1.4.12doticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      Tweak the form field rendering in templates, not in python-level form definitions. CSS classes and HTML attributes can be altered.

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                                                                                                                                                                                                django-widget-tweaksby jazzband

                                                                                                                                                                                                Python doticon star image 1823 doticonVersion:1.4.12doticon License: Permissive (MIT)

                                                                                                                                                                                                Tweak the form field rendering in templates, not in python-level form definitions. CSS classes and HTML attributes can be altered.
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                                                                                                                                                                                                          panderaby pandera-dev

                                                                                                                                                                                                          Python doticonstar image 1240 doticonVersion:v0.10.1doticon
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                                                                                                                                                                                                          A light-weight, flexible, and expressive data validation library for dataframes

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                                                                                                                                                                                                                    panderaby pandera-dev

                                                                                                                                                                                                                    Python doticon star image 1240 doticonVersion:v0.10.1doticon License: Permissive (MIT)

                                                                                                                                                                                                                    A light-weight, flexible, and expressive data validation library for dataframes
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                                                                                                                                                                                                                              wtformsby wtforms

                                                                                                                                                                                                                              Python doticonstar image 1386 doticonVersion:3.0.1doticon
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                                                                                                                                                                                                                              A flexible forms validation and rendering library for Python.

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                                                                                                                                                                                                                                        wtformsby wtforms

                                                                                                                                                                                                                                        Python doticon star image 1386 doticonVersion:3.0.1doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                        A flexible forms validation and rendering library for Python.
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                                                                                                                                                                                                                                                  ohmyformby ohmyform

                                                                                                                                                                                                                                                  Python doticonstar image 2301 doticonVersion:1.0.3doticon
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                                                                                                                                                                                                                                                  ✏️ Free open source alternative to TypeForm, TellForm, or Google Forms ⛺

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                                                                                                                                                                                                                                                            ohmyformby ohmyform

                                                                                                                                                                                                                                                            Python doticon star image 2301 doticonVersion:1.0.3doticon License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                                                                                                            ✏️ Free open source alternative to TypeForm, TellForm, or Google Forms ⛺
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                                                                                                                                                                                                                                                                      Python doticonstar image 1308 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                                      Django Simple Captcha is an extremely simple, yet highly customizable Django application to add captcha images to any Django form.

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                                                                                                                                                                                                                                                                                django-simple-captchaby mbi

                                                                                                                                                                                                                                                                                Python doticon star image 1308 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                Django Simple Captcha is an extremely simple, yet highly customizable Django application to add captcha images to any Django form.
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                                                                                                                                                                                                                                                                                          Python doticonstar image 1332 doticonVersion:7.0.2doticon
                                                                                                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                                                                                                          A django model and form field for normalised phone numbers using python-phonenumbers

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                                                                                                                                                                                                                                                                                                    django-phonenumber-fieldby stefanfoulis

                                                                                                                                                                                                                                                                                                    Python doticon star image 1332 doticonVersion:7.0.2doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                    A django model and form field for normalised phone numbers using python-phonenumbers
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                                                                                                                                                                                                                                                                                                              brigadierby timsutton

                                                                                                                                                                                                                                                                                                              Python doticonstar image 1752 doticonVersion:0.2.6doticon
                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                              Fetch and install Boot Camp ESDs with ease.

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                                                                                                                                                                                                                                                                                                                        brigadierby timsutton

                                                                                                                                                                                                                                                                                                                        Python doticon star image 1752 doticonVersion:0.2.6doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                        Fetch and install Boot Camp ESDs with ease.
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                                                                                                                                                                                                                                                                                                                                  django-moneyby django-money

                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 1412 doticonVersion:3.1doticon
                                                                                                                                                                                                                                                                                                                                  License: Others (Non-SPDX)

                                                                                                                                                                                                                                                                                                                                  Money fields for Django forms and models.

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                                                                                                                                                                                                                                                                                                                                            django-moneyby django-money

                                                                                                                                                                                                                                                                                                                                            Python doticon star image 1412 doticonVersion:3.1doticon License: Others (Non-SPDX)

                                                                                                                                                                                                                                                                                                                                            Money fields for Django forms and models.
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                                                                                                                                                                                                                                                                                                                                                      Python doticonstar image 1035 doticonVersion:1.6.0doticon
                                                                                                                                                                                                                                                                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                                                                      chained and grouped selects for django forms

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                                                                                                                                                                                                                                                                                                                                                                django-smart-selectsby jazzband

                                                                                                                                                                                                                                                                                                                                                                Python doticon star image 1035 doticonVersion:1.6.0doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                                                                                chained and grouped selects for django forms
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                                                                                                                                                                                                                                                                                                                                                                          awesome-fraud-detection-papersby benedekrozemberczki

                                                                                                                                                                                                                                                                                                                                                                          Python doticonstar image 1372 doticonVersion:v_0005doticon
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                                                                                                                                                                                                                                                                                                                                                                          A curated list of data mining papers about fraud detection.

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                                                                                                                                                                                                                                                                                                                                                                                    awesome-fraud-detection-papersby benedekrozemberczki

                                                                                                                                                                                                                                                                                                                                                                                    Python doticon star image 1372 doticonVersion:v_0005doticon License: Permissive (CC0-1.0)

                                                                                                                                                                                                                                                                                                                                                                                    A curated list of data mining papers about fraud detection.
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                                                                                                                                                                                                                                                                                                                                                                                              django-recaptchaby praekelt

                                                                                                                                                                                                                                                                                                                                                                                              Python doticonstar image 761 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                                                                                                                                                              Django reCAPTCHA form field/widget integration app.

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                                                                                                                                                                                                                                                                                                                                                                                                        django-recaptchaby praekelt

                                                                                                                                                                                                                                                                                                                                                                                                        Python doticon star image 761 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                                                                                                                        Django reCAPTCHA form field/widget integration app.
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                                                                                                                                                                                                                                                                                                                                                                                                                  data-validationby tensorflow

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                                                                                                                                                                                                                                                                                                                                                                                                                  Library for exploring and validating machine learning data

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                                                                                                                                                                                                                                                                                                                                                                                                                            data-validationby tensorflow

                                                                                                                                                                                                                                                                                                                                                                                                                            Python doticon star image 720 doticonVersion:v1.13.0doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                            Library for exploring and validating machine learning data
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                                                                                                                                                                                                                                                                                                                                                                                                                                      pyformsby UmSenhorQualquer

                                                                                                                                                                                                                                                                                                                                                                                                                                      Python doticonstar image 598 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                                                                                                                                                                                                      Python layer of Windows forms, based on PyQt and OpenGL

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                                                                                                                                                                                                                                                                                                                                                                                                                                                pyformsby UmSenhorQualquer

                                                                                                                                                                                                                                                                                                                                                                                                                                                Python doticon star image 598 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                Python layer of Windows forms, based on PyQt and OpenGL
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          enforceby RussBaz

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python 3.5+ runtime type checking for integration testing and data validation

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    enforceby RussBaz

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python 3.5+ runtime type checking for integration testing and data validation
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              UhOh365by Raikia

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python doticonstar image 571 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A script that can see if an email address is valid in Office365 (user/email enumeration). This does not perform any login attempts, is unthrottled, and is incredibly useful for social engineering assessments to find which emails exist and which don't.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        UhOh365by Raikia

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python doticon star image 571 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A script that can see if an email address is valid in Office365 (user/email enumeration). This does not perform any login attempts, is unthrottled, and is incredibly useful for social engineering assessments to find which emails exist and which don't.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ystockquoteby cgoldberg

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Fetch stock quote data from Yahoo Finance

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ystockquoteby cgoldberg

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      django-formtoolsby jazzband

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A set of high-level abstractions for Django forms

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                django-formtoolsby jazzband

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A set of high-level abstractions for Django forms
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          validate_emailby syrusakbary

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Validate_email verify if an email address is valid and really exists

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    validate_emailby syrusakbary

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Validate_email verify if an email address is valid and really exists
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              typesystemby encode

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Data validation, serialization, deserialization & form rendering. 🔢

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        typesystemby encode

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Data validation, serialization, deserialization & form rendering. 🔢
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