Go (Golang) Fake Data Generator for Struct

Iman Tumorang

Last update: Dec 22, 2022

Overview

Docs

faker

Struct Data Fake Generator

Faker will generate you a fake data based on your Struct.

Index

Support
Getting Started
Example
Limitation
Contribution

Support

You can file an Issue. See documentation in Godoc or in Go.Dev

Getting Started

Download

go get -u github.com/bxcodec/faker/v3

Example

Using Struct's tag:
Custom Struct's tag (define your own faker data): example_custom_faker_test.go
Without struct's tag: example_without_tag_test.go
Single Fake Data Function: example_single_fake_data_test.go

DEMO

Benchmark

Bench To Generate Fake Data

Without Tag

BenchmarkFakerDataNOTTagged-4             500000              3049 ns/op             488 B/op         20 allocs/op

Using Tag

 BenchmarkFakerDataTagged-4                100000             17470 ns/op             380 B/op         26 allocs/op

MUST KNOW

The Struct Field must be PUBLIC.
Support Only For :

int, int8, int16, int32 & int64
[]int, []int8, []int16, []int32 & []int64
bool & []bool
string & []string
float32, float64, []float32 &[]float64
time.Time & []time.Time
Nested Struct Field

Limitation

Unfortunately this library has some limitation

It does not support private fields. Make sure your structs fields you intend to generate fake data for are public, it would otherwise trigger a panic. You can however omit fields using a tag skip faker:"-" on your private fields.
It does not support the interface{} data type. How could we generate anything without knowing its data type?
It does not support the map[interface{}]interface{}, map[any_type]interface{} & map[interface{}]any_type data types. Once again, we cannot generate values for an unknown data type.
Custom types are not fully supported. However some custom types are already supported: we are still investigating how to do this the correct way. For now, if you use faker, it's safer not to use any custom types in order to avoid panics.
Some extra custom types can be supported IF AND ONLY IF extended with AddProvider() please see example
The oneof tag currently only supports string, the int types, and both float32 & float64. Further support is coming soon (i.e. hex numbers, etc). See example for usage.

Contribution

To contrib to this project, you can open a PR or an issue.

Comments

feat: Add ability to ignore interface{} population with SetIgnoreInterface()

This PR adds a flag that tells faker to ignore the population of interface{} types.

This is useful when populating complex structures for Marshal testing, where you don't have the control or ability to use a non-interface{}. This makes testing complex structure marshaling a LOT simpler, since otherwise you would have to faker every element in the structure above and beside an interface{}.

The default behavior is to not ignore interface{}, so no behavior changes should be seen.

A test has been added.

Thanks!

opened by nashikb 12

fix slice tag bug AND add chinese name

fix bug

AdCode[]string `json:"ad_code" xorm:"ad_code" faker:"len=slice_len=5,len=10"`

return：

{AdCode:[rMZLe XgkhW IZHBZ qEaWa nwrKJ]}

but

AdCode[]string `json:"ad_code" xorm:"ad_code" faker:"len=10,slice_len=5"`

return:

{AdCode:[RotjXUZmnq MTbKBCQhJC PedUsSqIwv xTnlUgWajY PBENmHwGfc]}

features

add chinese_first_name
add chinese_last_name
add chinese_name

opened by qiangmzsx 11

oneof float support
add support for float32

ensure support for both float32 and float64

lint fixes

add tests for float64 & add test for nil pointer""

fix #82
opened by andrew-werdna 8
Go mod cannot find module

Since the 2.01 update, go modules cannot find the module

unknown import path "github.com/bxcodec/faker": cannot find module providing package github.com/bxcodec/faker

It did work with version v2.0.0

opened by psiservices-scohen 7

feat: FakeData support recursive type

original FakeData() will cause stack overflow when it handling recursive type:

type BinaryTreeNode struct {
	Val   int
	Left  *BinaryTreeNode
	Right *BinaryTreeNode
}

func TestFakeData_RecursiveType(t *testing.T) {
	toJSON := func(val interface{}) string {
		data, _ := json.MarshalIndent(val, "", "  ")
		return string(data)
	}
	node1 := BinaryTreeNode{}
	if err := FakeData(&node1); err != nil {
		t.Errorf("%+v", err)
		t.FailNow()
	}
	t.Log("binary tree node:", toJSON(node1))
}

runtime: goroutine stack exceeds 1000000000-byte limit
...
fatal error: stack overflow

opened by wolf-joe 6

Usernames with non-alphabetical characters

Since v3.4.0 (specifically, feature "new lang tag"), the generated fake usernames may include non-alphabetical characters : "[", "", "]", "^", "_" and "`" : those characters are in the ASCII table between lowercase and uppercase letters.

Before v3.4.0, it was based on the string letterBytes, which contained "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ".

opened by tiramiseb 6
feat: Implement oneof tag
This adds support for a faker:"oneof: val1 :val2 :val3"

Currently only string and int is suppported

I would be happy to add support for more types at a later time

This looks like it might fix (or at least partially fix) https://github.com/bxcodec/faker/issues/82
opened by andrew-werdna 6
Unique modifier

I have a use-case where I need to generate some structs and one of the fields needs to be unique. As the library doesn't have a unique modifier, I implemented UniqueFaker wrapper which retries the generation if the value has already been generated before.

This feature could be integrated officially into the library and I think it could be a very useful one. That way, uniqueness wouldn't require a wrapper and wouldn't require to instantiate multiple fakers for a single dataset.

opened by System-Glitch 6
feat(faker): length Support

String len, number boundaries and array and map size have become configurable. In reference task, it was asked as a tag but I think, adding two new unnecessary field will be pointless for length setting instead making configuration will be more convenient. So It has become configurable with this PR...

fix #49

opened by olimpias 6
Concurrent data generation (thread safety)
I'm using faker to generate data for a simulation that has multiple goroutines. It seems faker is currently unable to work with more than a single thread due to the fact that it uses rand.NewSource
here .

The docs say:

NewSource returns a new pseudo-random Source seeded with the given value. Unlike the default Source used by top-level functions, this source is not safe for concurrent use by multiple goroutines.

https://golang.org/pkg/math/rand/

It would be great to make it so we're able to use faker across multiple threads.
bug
opened by ridv 6
feat(faker): unique data generation
Refer to issue #76

Added a unique tag to generate unique data.

Call ResetUnique() after generating a dataset to forget all already generated values

Added tests for the new feature

Added unique support for Lorem generator as a proposal for the single fake data functions. My implementation is redundant. Any feedback would be appreciated before implementing it to the other single fake data functions.

Call SetGenerateUniqueValues(true) to enable unique data generation on single fake data functions

Call SetGenerateUniqueValues(false) to disable it

Call ResetUnique() to forget all already generated values

This change shouldn't break backwards compatibility.

TODO:

[x] Update documentation

[x] Implement unique handling in all single fake data functions
opened by System-Glitch 5
Custom Data Make

Hi. I want to create data of linked relationships between internal variables. this case

` type Data struct { Country string City string }

var data = map[string]string{ "$awsome country1": []string{"city list in awsome country1"}, "$awsome country2": []string{"city list in awsome country2"}, "$awsome country3": []string{"city list in awsome country3"}, }
`

When generating faker data Is it possible to set a random value to the associated City value by checking the Contry value?

If you have any related tags, please let me know.

opened by yiaw 0
Is there a way to make generated data optional?
Sometimes it is useful to generate randomly optional fields, such as the last name (but really - almost any field).

Is it possible to do something like this:

firstName := faker.FirstName() lastName := faker.Optional(.5).LastName() // <-- Generate non-empty last name 50% of the time fullName := firstName if lastName != "" { fullName += " " + lastName } println("Hello, " + fullName + "!")

Here faker.LastName() would return empty string 50% of the time.
opened by MajorLettuce 1
Is bitcoin address supported?

Bitcoin address would take up 26-35, see here for the information from Bitcoin wiki

A Bitcoin invoice address, or simply invoice, is an identifier of 26-35 alphanumeric characters, beginning with the number 1, 3 or bc1 that represents a possible destination for a bitcoin payment. Invoices can be generated at no cost by any user of Bitcoin. It is also possible to get a Bitcoin invoice address using an account at an exchange or online wallet service.

There are currently three invoice address formats in use:

P2PKH which begin with the number 1, eg: 1BvBMSEYstWetqTFn5Au4m4GFg7xJaNVN2. P2SH type starting with the number 3, eg: 3J98t1WpEZ73CNmQviecrnyiWrnqRhWNLy. Bech32 type starting with bc1, eg: bc1qar0srrr7xfkvy5l643lydnw9re59gtzzwf5mdq.

Ethereum address would take up 42 characters long for the prefixed address, see here for the information from Ethereum documentation glossary

An Ethereum address represents an account. For EOA, the address is derived as the last 20 bytes of the public key controlling the account, e.g., cd2a3d9f938e13cd947ec05abc7fe734df8dd826. This is a hexadecimal format (base 16 notation), which is often indicated explicitly by appending 0x to the address. Web3.js and console functions accept addresses with or without this prefix but for transparency we encourage their use. Since each byte of the address is represented by 2 hex characters, a prefixed address is 42 characters long. Several apps and APIs are also meant to implement the new checksum-enabled address scheme introduced in the Mist Ethereum wallet as of version 0.5.0.

opened by fzn0x 1

Tag unsupported: boundary_start=31,boundary_end=88

PostalCode *uint64  `protobuf:"varint,3,opt,name=postalCode,proto3,oneof" json:"postalCode,omitempty" binding:"omitempty,min=1000,max=99999" faker:"boundary_start=1000, boundary_end=99999"`

https://github.com/bxcodec/faker/blob/master/example_with_tags_lenbounds_test.go

opened by loeffel-io 2

Please add (again) support for custom random sources

Hi, basically this is a repost of #138. I can't access your functions defined at random_source.go and being able to pass my instance of math.Rand to the whole application (for having a log of seeds for future replication) is very important to me.

Thanks!

opened by jmwielandt 1

Releases(v3.8.1)

v3.8.1(Dec 8, 2022)

Full Changelog: https://github.com/bxcodec/faker/compare/v3.8.0...v3.8.1
Source code(tar.gz)
Source code(zip)
v4.0.0-beta.3(Oct 16, 2022)

Please refer to this repository instead: https://github.com/go-faker/faker
Source code(tar.gz)
Source code(zip)
v4.0.0-beta.2(Sep 3, 2022)
What's Changed

chore: resolve go-dev runnable example by @bxcodec in https://github.com/bxcodec/faker/pull/174

Bugfix by @wolf-joe in https://github.com/bxcodec/faker/pull/175

feat: implement v3 style option function by @wolf-joe in https://github.com/bxcodec/faker/pull/173

Full Changelog: https://github.com/bxcodec/faker/compare/v4.0.0-beta...v4.0.0-beta.2
Source code(tar.gz)
Source code(zip)
v4.0.0-beta(Aug 20, 2022)
What's Changed

chore: update " to ' in names by @cconcannon in https://github.com/bxcodec/faker/pull/157

fix: linter, gomod version, tests by @bxcodec in https://github.com/bxcodec/faker/pull/167

feat: oneof support for some pointer types. by @soranoba in https://github.com/bxcodec/faker/pull/162

fix: panic on using map with value of aliased type by @daniel134256 in https://github.com/bxcodec/faker/pull/165

fix: Always get the same value where you want to get it at random. by @soranoba in https://github.com/bxcodec/faker/pull/163

feat: Make possible to ignore some fields and provide a custom generator for it by @unkeep in https://github.com/bxcodec/faker/pull/160

feat: FakeData support recursive type by using opt by @wolf-joe in https://github.com/bxcodec/faker/pull/168

feat: add v4 initial version, with options and restructured package by @bxcodec in https://github.com/bxcodec/faker/pull/169

New Contributors

@cconcannon made their first contribution in https://github.com/bxcodec/faker/pull/157

@soranoba made their first contribution in https://github.com/bxcodec/faker/pull/162

@daniel134256 made their first contribution in https://github.com/bxcodec/faker/pull/165

@unkeep made their first contribution in https://github.com/bxcodec/faker/pull/160

Full Changelog: https://github.com/bxcodec/faker/compare/v3.8.0...v4.0.0-beta
Source code(tar.gz)
Source code(zip)
v3.8.0(Mar 10, 2022)
What's Changed

feat: add min max size for random slice map And allowing one element for Oneof by @autumn31 in https://github.com/bxcodec/faker/pull/130

Support for Korean Hangul by @geshtng in https://github.com/bxcodec/faker/pull/154

fix slice tag bug AND add chinese name by @qiangmzsx in https://github.com/bxcodec/faker/pull/141

Support for Emoticons by @geshtng in https://github.com/bxcodec/faker/pull/155

Float boundaries by @Xaspy in https://github.com/bxcodec/faker/pull/156

New Contributors

@autumn31 made their first contribution in https://github.com/bxcodec/faker/pull/130

@geshtng made their first contribution in https://github.com/bxcodec/faker/pull/154

@qiangmzsx made their first contribution in https://github.com/bxcodec/faker/pull/141

@Xaspy made their first contribution in https://github.com/bxcodec/faker/pull/156

Full Changelog: https://github.com/bxcodec/faker/compare/v3.7.0...v3.8.0
Source code(tar.gz)
Source code(zip)
v3.7.0(Dec 29, 2021)
What's Changed

feat: added random source customization by @fredbi in https://github.com/bxcodec/faker/pull/137

feat: Support for Japanese hiragana and katakana by @tomtwinkle in https://github.com/bxcodec/faker/pull/145

chore: check slice.Contains in for range block by @eval-exec in https://github.com/bxcodec/faker/pull/151

feat: randomInt support third argument by @maco in https://github.com/bxcodec/faker/pull/150

New Contributors

@fredbi made their first contribution in https://github.com/bxcodec/faker/pull/137

@tomtwinkle made their first contribution in https://github.com/bxcodec/faker/pull/145 and thanks to @geshtng for reviewing the PR

@eval-exec made their first contribution in https://github.com/bxcodec/faker/pull/151

@maco made their first contribution in https://github.com/bxcodec/faker/pull/150

Full Changelog: https://github.com/bxcodec/faker/compare/v3.6.0...v3.7.0
Source code(tar.gz)
Source code(zip)
v3.6.0(Feb 5, 2021)
Features

feat: added fake jwt-token support (#113) by @musinit

feat: Add RemoveProvider public method (#115) by @pioz

feat: Add ability to ignore interface{} population with SetIgnoreInterface() (#123) by @nashikb

Chores

chore: removes Adolf from male names (#128) by @DavidLarsKetch

Source code(tar.gz)
Source code(zip)
v3.5.0(Jun 17, 2020)
Features

feat: Implement oneof tag (#103) by @andrew-werdna

feat: oneof float support (#106) by @andrew-werdna

feat: Adds Slice length tag (#109) by @Icety

Fixes

fix: excluded characters in random string generator (#111) by @musinit

Source code(tar.gz)
Source code(zip)
v3.4.0(Jun 7, 2020)
Features

feat: added gender tag (#104) by @musinit

test: add gender unit test (#105)by @bxcodec

feat: new lang tag, chinese + russian lang generators (#97) by @musinit

docs: added lang tag example in readme (#100) by @musinit

feat: upgrade linter version to use the latest stable version (#98) by @bxcodec

Fixes

fix: Allow AddProvider to still work with some custom types (#102) by @andrew-werdna

bugfix(faker): don't panic on typed array (#99) by @xaionaro

fix: 0 not valid for random size #96 by @mattquest

Source code(tar.gz)
Source code(zip)
v3.3.1(Apr 18, 2020)
Fixes

fix: convert slice types (#91) by @rgaskill

Chores

chore: update README.md adding badge for pkg.go.dev (#90) by @bxcodec

Source code(tar.gz)
Source code(zip)
v3.3.0(Feb 25, 2020)
Features

feat(error): extend error messages for bad tag's name (#80) by @steveoc64

Chores

chore(linters): resolve linter and typos (#78)

README.md: fix a typo & formatting (#79) by @ifnotak

chore(go): update go version for testing in travis (#85)

chore: update examples (#88) by @momotaro98

chores(docs): Move example from markdown to tests (#89) by @mrVanboy

Source code(tar.gz)
Source code(zip)
v3.2.0(Nov 15, 2019)
Features

feat(faker): unique data generation (#77) by @System-Glitch

feat(custom-faker): add map support to custom fakers (#70) by @jostillmanns

Chores

chore(typos): fix typos #73 by @mgrachev

Source code(tar.gz)
Source code(zip)
v3.1.0(May 7, 2019)
Features

feat(faker): add support for keeping struct property values (#64)

Fixes

fix(skip-tag): skip tag does not really skip the value but reset it. (#67)

Source code(tar.gz)
Source code(zip)
v3.0.0(Mar 8, 2019)
This version already fully support for Go Module.

Features

feat(faker): open the faker core function to be able accessed from external project (#63)

feat(faker): length Support (#60)

feat(credit-card): add card type of jcb and diners club (#61)

Optionally insert nils instead of empty slices and maps (#59)

feat: New faker/v3 go module (#56) [⚠️Breaking Changes]

Chore

chore: apply linter for better quality code (#55)

chore: remove duplicate creditCard definitions. (#53)

chore: Correct and rephrase the README (#50)

chore: add docs to godoc (#48)

Fixes

fix: typos ("tool_free" -> "toll_free") (#52) [⚠️Breaking Changes]

Docs

Update WithStructTag.md (2b41ee29bd6d10b10e5ffc2abe125dc5ac490b94)

Update CustomFaker.md (287a86e2051f497a3f63980e067b45b53a2a558c)

Update WithoutTag.md (00d1ce7affedbd85101c68daba4dbed2fb1d6cfe)

Update SingleFakeData.md(8eb7c000510ece7f792e23c6986b43b8a6cd2a9a)

Source code(tar.gz)
Source code(zip)
v2.0.1(Jan 22, 2019)
Fix:

fix: resolve pointer on tagged field (#47)

Notes

From this version to previous versions: There is a typo that I forgot to fix but fixed on #52.

Keep using this tag for generate Tool Free Number.

tool_free_number
Source code(tar.gz)
Source code(zip)
v2.0.0(Jan 13, 2019)
Breaking Changes

Breaking changes for (extend) custom provider.

fix: custom provider generator #43

Feature

feat: UUID Generator (#40)

Fix

fix: fake data generation for custom scalar type pointers (#41)

Chore

chore: add Skip a field to example docs (#38)

Source code(tar.gz)
Source code(zip)
v1.5.0(Sep 24, 2018)
Feature

feat: adds support for FirstName of either male or female gender (#28)

feat: Add skipping field tag (#32)

feat: Add extending faker by custom providers (#33)

feat: Added price (amount and currency) | Code commented and styled (#37)

Fix

fix: panic on named types (#26)

fix: DayOfWeek now returns random day (#24)

fix: panic on unexported field in struct (#31)

fix: random string not random when loop (#35)

Source code(tar.gz)
Source code(zip)
v1.4.3(May 4, 2018)
Fix:

Thread safety by using the default source for the RNG (#23)

Source code(tar.gz)
Source code(zip)
v1.4.2(Mar 23, 2018)

Source code(tar.gz)
Source code(zip)
v1.4.1(Mar 23, 2018)
Proposed Release:

Add error handler #18

Source code(tar.gz)
Source code(zip)
v1.4.0(Mar 23, 2018)
This release consist of this PR

feat: support for nested pointer struct (#17)

Source code(tar.gz)
Source code(zip)
v1.3.0(Nov 4, 2017)
This release including this PR :

#12 Add Person Generator

#10 Add Phone Number Generator

#7 Refactoring old package.

Source code(tar.gz)
Source code(zip)
v1.2.2(Jul 12, 2017)
Fixing Credit Card Generator

Source code(tar.gz)
Source code(zip)
v1.2.1(Jul 11, 2017)
New Feature

Generate Dummy data based on Tag in struct for some specific tag

Source code(tar.gz)
Source code(zip)
v1.1.1(Jun 25, 2017)

Add Travis. Add Covercode Add Documentations
Source code(tar.gz)
Source code(zip)
v1.1.0(Jun 22, 2017)
Updated :

Support for time.Time

Source code(tar.gz)
Source code(zip)
v1.0.0(Jun 22, 2017)
Support Only For :

int int8 int16 int32 int64 and the slice

bool and the slice

string and the slice

float32 float64 and the slice

Nested Struct Field for Non POINTER

Source code(tar.gz)
Source code(zip)

Owner

Iman Tumorang

Software Engineer | Writer | Open Source Enthusiast | Startup Enthusiast

GitHub https://pkg.go.dev/github.com/bxcodec/faker/v3?tab=doc

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Go (Golang) Fake Data Generator for Struct

Related tags

Overview

Docs

Index

Support

Getting Started

Download

Example

DEMO

Benchmark

Without Tag

Using Tag

MUST KNOW

Limitation

Contribution

Comments

fix bug

features

Releases(v3.8.1)

v3.8.1(Dec 8, 2022)

v4.0.0-beta.3(Oct 16, 2022)

v4.0.0-beta.2(Sep 3, 2022)

What's Changed

v4.0.0-beta(Aug 20, 2022)

What's Changed

New Contributors

v3.8.0(Mar 10, 2022)

What's Changed

New Contributors

v3.7.0(Dec 29, 2021)

What's Changed

New Contributors

v3.6.0(Feb 5, 2021)

Features

Chores

v3.5.0(Jun 17, 2020)

Features

Fixes

v3.4.0(Jun 7, 2020)

Features

Fixes

v3.3.1(Apr 18, 2020)

Fixes

Chores

v3.3.0(Feb 25, 2020)

Features

Chores

v3.2.0(Nov 15, 2019)

Features

Chores

v3.1.0(May 7, 2019)

Features

Fixes

v3.0.0(Mar 8, 2019)

Features

Chore

Fixes

Docs

v2.0.1(Jan 22, 2019)

Fix:

Notes

v2.0.0(Jan 13, 2019)

Breaking Changes

Feature

Fix

Chore

v1.5.0(Sep 24, 2018)

Feature

Fix

v1.4.3(May 4, 2018)

v1.4.2(Mar 23, 2018)

v1.4.1(Mar 23, 2018)

v1.4.0(Mar 23, 2018)

v1.3.0(Nov 4, 2017)

v1.2.2(Jul 12, 2017)

v1.2.1(Jul 11, 2017)

New Feature

v1.1.1(Jun 25, 2017)

v1.1.0(Jun 22, 2017)