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Polyfactory

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Polyfactory is a simple and powerful mock data generation library, based around type hints and supporting dataclasses, typed-dicts, Pydantic models and more.

Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.

Example

fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)

That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.

This is possible because of the typing information available on the dataclass, which are used as a source of truth for data generation.

The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to Person.

Documentation

Usage and API reference documentation is available on https://polyfactory.litestar.dev/.

Installation

pip install polyfactory

Relation to Pydantic-Factories

Prior to version 2, this library was known as pydantic-factories, a name under which it gained quite a bit of popularity. A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts, Pydantic, odmantic, and beanie ODM models, as well as custom factories.

Contributing

This library is a community driven open source project. We welcome and encourage contributions. Please checkout the GitHub issues, read the contribution guide (at the repository's root), and you're always welcome to join our discord server.

Contributors ✨

Thanks goes to these wonderful people (emoji key):

Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻

This project follows the all-contributors specification. Contributions of any kind welcome!

About

Simple and powerful factories for mock data generation

polyfactory.litestar.dev/

Resources

Readme
License

Contributing

Contributing
Activity

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

Releases

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
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(function() {
function addCopyButtons() {
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(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
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Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
CoverageMaintainability RatingReliability RatingQuality Gate StatusSecurity Rating
RedditDiscordMatrixMedium
All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
0 watching
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0 forks
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
Skip to content
BranchesTags
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Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
CoverageMaintainability RatingReliability RatingQuality Gate StatusSecurity Rating
RedditDiscordMatrixMedium
All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
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terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
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var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
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var found = false;
terms.forEach(function(term) {
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Array.from(node.childNodes).forEach(highlight);
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highlight(document.body);
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mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
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observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
Skip to content
BranchesTags
Repository files navigation
Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
CoverageMaintainability RatingReliability RatingQuality Gate StatusSecurity Rating
RedditDiscordMatrixMedium
All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
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});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
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cleanLinks();
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if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
Skip to content
BranchesTags
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Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
CoverageMaintainability RatingReliability RatingQuality Gate StatusSecurity Rating
RedditDiscordMatrixMedium
All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
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Forks
0 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
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var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
Skip to content
BranchesTags
Repository files navigation
Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
CoverageMaintainability RatingReliability RatingQuality Gate StatusSecurity Rating
RedditDiscordMatrixMedium
All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - sygutss/polyfactory: Simple and powerful factories for mock data generation · GitHub
Skip to content
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Polyfactory
Litestar - Polyfactory Logo - LightLitestar - Polyfactory Logo - Dark
PyPI - LicensePyPI - Python Version
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All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
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style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
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style.textContent = '
/* Invert everything except media */
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filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
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pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
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All Contributors
Polyfactory is a simple and powerful mock data generation library, based around type
hints and supporting dataclasses, typed-dicts, Pydantic models and more.
Polyfactory part of the Litestar project and as such actively maintained by a community of maintainers and contributors.
Example
fromdataclassesimportdataclassfrompolyfactory.factoriesimportDataclassFactory@dataclassclassPerson:
name: strage: floatheight: floatweight: floatclassPersonFactory(DataclassFactory[Person]):
__model__=Persondeftest_is_person() ->None:
person_instance=PersonFactory.build()
assertisinstance(person_instance, Person)
That's it - with almost no work, we are able to create a mock data object fitting the Person class model definition.
This is possible because of the typing information available on the dataclass, which are used as a
source of truth for data generation.
The factory parses the information stored in the dataclass and generates a dictionary of kwargs that are passed to
Person.
Documentation
Usage and API reference documentation is available on https://polyfactory.litestar.dev/.
Installation
pip install polyfactory
Relation to Pydantic-Factories
Prior to version 2, this library was known as pydantic-factories, a name
under which it gained quite a bit of popularity.
A main motivator for the 2.0 release was that we wanted to support more than just Pydantic models, something which also
required a change to its core architecture. As this library would no longer be directly tied to Pydantic, polyfactory
was chosen as its new name to reflect its capabilities; It can generate mock data for dataclasses, typed-dicts,
Pydantic, odmantic, and beanie ODM models, as well as custom factories.
Contributing
This library is a community driven open source project. We welcome and encourage contributions. Please checkout the
GitHub issues, read the contribution guide (at the repository's root), and you're always welcome
to join our discord server.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
Jacob Coffee
Jacob Coffee
🚇⚠️💻📖		Janek Nouvertné
Janek Nouvertné
🚇⚠️💻🎨📖🚧📆👀		Na'aman Hirschfeld
Na'aman Hirschfeld
🚇⚠️💻		Marek Czaplicki
Marek Czaplicki
💻		Piotr Przybyło
Piotr Przybyło
💻		sygutss
sygutss
🐛💻
This project follows the all-contributors specification. Contributions of any kind welcome!
About
Simple and powerful factories for mock data generation
polyfactory.litestar.dev/
Resources
Readme
License
Contributing
Contributing
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages