fix: ExampleListFileNames

fix: TestListFileNames
Merge branch 'main' into v2
2026-02-04 21:02:27 +08:00 · 2023-04-17 15:35:17 +08:00 · 2023-04-17 15:32:59 +08:00 · 2023-04-17 15:28:37 +08:00 · 2023-04-17 15:28:01 +08:00 · 2023-04-17 14:06:49 +08:00
92 changed files with 12663 additions and 936 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -7,4 +7,5 @@ fileutil/*.zip
 fileutil/*.link
 fileutil/unzip/*
 slice/testdata/*
-cryptor/*.pem
+cryptor/*.pem
+test
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 <br/>

 ![Go version](https://img.shields.io/badge/go-%3E%3Dv1.18-9cf)
-[![Release](https://img.shields.io/badge/release-2.1.15-green.svg)](https://github.com/duke-git/lancet/releases)
+[![Release](https://img.shields.io/badge/release-2.1.19-green.svg)](https://github.com/duke-git/lancet/releases)
 [![GoDoc](https://godoc.org/github.com/duke-git/lancet/v2?status.svg)](https://pkg.go.dev/github.com/duke-git/lancet/v2)
 [![Go Report Card](https://goreportcard.com/badge/github.com/duke-git/lancet/v2)](https://goreportcard.com/report/github.com/duke-git/lancet/v2)
 [![test](https://github.com/duke-git/lancet/actions/workflows/codecov.yml/badge.svg?branch=main&event=push)](https://github.com/duke-git/lancet/actions/workflows/codecov.yml)
@@ -24,7 +24,7 @@ English | [简体中文](./README_zh-CN.md)
 ## Feature

 -   👏 Comprehensive, efficient and reusable.
-   💪 400+ go util functions, support string, slice, datetime, net, crypt...
+-   💪 500+ go util functions, support string, slice, datetime, net, crypt...
 -   💅 Only depend on the go standard library.
 -   🌍 Unit test for every exported function.

@@ -38,10 +38,10 @@ English | [简体中文](./README_zh-CN.md)
 go get github.com/duke-git/lancet/v2 // will install latest version of v2.x.x
 ```

-2. <b>For users who use version below go1.18, you should install v1.x.x. The latest of v1.x.x is v1.3.6. </b>
+2. <b>For users who use version below go1.18, you should install v1.x.x. The latest of v1.x.x is v1.3.7. </b>

 ```go
-go get github.com/duke-git/lancet@v1.3.6 // below go1.18, install latest version of v1.x.x
+go get github.com/duke-git/lancet // below go1.18, install latest version of v1.x.x
 ```

 ## Usage
@@ -248,6 +248,10 @@ import "github.com/duke-git/lancet/v2/convertor"
    [[play](https://go.dev/play/p/zI6xsmuQRbn)]
 -   **<big>DeepClone</big>** : creates a deep copy of passed item, can't clone unexported field of struct.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/convertor.md#DeepClone)]
+    [[play](https://go.dev/play/p/j4DP5dquxnk)]
+-   **<big>CopyProperties</big>** : copies each field from the source struct into the destination struct.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/convertor.md#CopyProperties)]
+    [[play](https://go.dev/play/p/FOVY3XJL-6B)]

 ### 5. Cryptor package is for data encryption and decryption.

@@ -452,9 +456,6 @@ import "github.com/duke-git/lancet/v2/datetime"
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/datetime.md#ToIso8601)]
    [[play](https://go.dev/play/p/mkhOHQkdeA2)]

-
-
-
 ### 7. Datastructure package constains some common data structure. eg. list, linklist, stack, queue, set, tree, graph.

 ```go
@@ -540,6 +541,8 @@ import "github.com/duke-git/lancet/v2/fileutil"
 -   **<big>UnZip</big>** : unzip the zip file and save it to dest path.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/fileutil.md#UnZip)]
    [[play](https://go.dev/play/p/g0w34kS7B8m)]
+-   **<big>CurrentPath</big>** : return current absolute path.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/fileutil.md#CurrentPath)]

 ### 9. Formatter contains some functions for data formatting.

@@ -552,6 +555,18 @@ import "github.com/duke-git/lancet/v2/formatter"
 -   **<big>Comma</big>** : add comma to a number value by every 3 numbers from right, ahead by symbol char.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#Comma)]
    [[play](https://go.dev/play/p/eRD5k2vzUVX)]
+-   **<big>Pretty</big>** : pretty print data to JSON string.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#Pretty)]
+-   **<big>PrettyToWriter</big>** : pretty encode data to writer.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#PrettyToWriter)]
+-   **<big>DecimalBytes</big>** : returns a human readable byte size under decimal standard (base 1000).
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#DecimalBytes)]
+-   **<big>BinaryBytes</big>** : returns a human-readable byte size under binary standard (base 1024).
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#BinaryBytes)]
+-   **<big>ParseDecimalBytes</big>** : return the human readable bytes size string into the amount it represents(base 1000).
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#ParseDecimalBytes)]
+-   **<big>ParseBinaryBytes</big>** : return the human readable bytes size string into the amount it represents(base 1024).
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/formatter.md#ParseBinaryBytes)]

 ### 10. Function package can control the flow of function execution and support part of functional programming

@@ -589,7 +604,6 @@ import "github.com/duke-git/lancet/v2/function"
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/function.md#Watcher)]
    [[play](https://go.dev/play/p/l2yrOpCLd1I)]

-
 ### 11. Maputil package includes some functions to manipulate map.

 ```go
@@ -598,18 +612,38 @@ import "github.com/duke-git/lancet/v2/maputil"

 #### Function list:

+-   **<big>MapTo</big>** : quick map any value to struct or any base type.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#MapTo)]
 -   **<big>ForEach</big>** : executes iteratee funcation for every key and value pair in map.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#ForEach)]
    [[play](https://go.dev/play/p/OaThj6iNVXK)]
 -   **<big>Filter</big>** : iterates over map, return a new map contains all key and value pairs pass the predicate function.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Filter)]
    [[play](https://go.dev/play/p/fSvF3wxuNG7)]
+-   **<big>FilterByKeys</big>** : iterates over map, return a new map whose keys are all given keys
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#FilterByKeys)]
+    [[play](https://go.dev/play/p/7ov6BJHbVqh)]
+-   **<big>FilterByValues</big>** : iterates over map, return a new map whose values are all given values.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#FilterByValues)]
+    [[play](https://go.dev/play/p/P3-9MdcXegR)]
+-   **<big>OmitBy</big>** : the opposite of Filter, removes all the map elements for which the predicate function returns true.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#OmitBy)]
+    [[play](https://go.dev/play/p/YJM4Hj5hNwm)]
+-   **<big>OmitByKeys</big>** : the opposite of FilterByKeys, extracts all the map elements which keys are not omitted.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#OmitByKeys)]
+    [[play](https://go.dev/play/p/jXGrWDBfSRp)]
+-   **<big>OmitByValues</big>** : the opposite of FilterByValues. remov all elements whose value are in the give slice.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#OmitByValues)]
+    [[play](https://go.dev/play/p/XB7Y10uw20_U)]
 -   **<big>Intersect</big>** : iterates over maps, return a new map of key and value pairs in all given maps.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Intersect)]
    [[play](https://go.dev/play/p/Zld0oj3sjcC)]
 -   **<big>Keys</big>** : returns a slice of the map's keys.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Keys)]
    [[play](https://go.dev/play/p/xNB5bTb97Wd)]
+-   **<big>KeysBy</big>** : creates a slice whose element is the result of function mapper invoked by every map's key.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#KeysBy)]
+    [[play](https://go.dev/play/p/hI371iB8Up8)]
 -   **<big>Merge</big>** : merge maps, next key will overwrite previous key.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Merge)]
    [[play](https://go.dev/play/p/H95LENF1uB-)]
@@ -619,6 +653,24 @@ import "github.com/duke-git/lancet/v2/maputil"
 -   **<big>Values</big>** : returns a slice of the map's values.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Values)]
    [[play](https://go.dev/play/p/CBKdUc5FTW6)]
+-   **<big>ValuesBy</big>** : creates a slice whose element is the result of function mapper invoked by every map's value.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#ValuesBy)]
+    [[play](https://go.dev/play/p/sg9-oRidh8f)]
+-   **<big>MapKeys</big>** : transforms a map to other type map by manipulating it's keys.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#MapKeys)]
+    [[play](https://go.dev/play/p/8scDxWeBDKd)]
+-   **<big>MapValues</big>** : transforms a map to other type map by manipulating it's values.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#MapValues)]
+    [[play](https://go.dev/play/p/g92aY3fc7Iw)]
+-   **<big>Entries</big>** : transforms a map into array of key/value pairs.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Entries)]
+    [[play](https://go.dev/play/p/Ltb11LNcElY)]
+-   **<big>FromEntries</big>** : creates a map based on a slice of key/value pairs.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#FromEntries)]
+    [[play](https://go.dev/play/p/fTdu4sCNjQO)]
+-   **<big>Transform</big>** : transform a map to another type map.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#Transform)]
+    [[play](https://go.dev/play/p/P6ovfToM3zj)]
 -   **<big>IsDisjoint</big>** : check two map are disjoint if they have no keys in common.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/maputil.md#IsDisjoint)]
    [[play](https://go.dev/play/p/N9qgYg_Ho6f)]
@@ -667,6 +719,24 @@ import "github.com/duke-git/lancet/v2/mathutil"
 -   **<big>TruncRound</big>** : round off n decimal places for int64.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#TruncRound)]
    [[play](https://go.dev/play/p/aumarSHIGzP)]
+-   **<big>Range</big>** : Creates a slice of numbers from start with specified count, element step is 1.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#Range)]
+    [[play](https://go.dev/play/p/9ke2opxa8ZP)]
+-   **<big>RangeWithStep</big>** : Creates a slice of numbers from start to end with specified step.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#Range)]
+    [[play](https://go.dev/play/p/akLWz0EqOSM)]
+-   **<big>AngleToRadian</big>** : converts angle value to radian value.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#AngleToRadian)]
+    [[play](https://go.dev/play/p/CIvlICqrHql)]
+-   **<big>RadianToAngle</big>** : converts radian value to angle value.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#RadianToAngle)]
+    [[play](https://go.dev/play/p/dQtmOTUOMgi)]
+-   **<big>PointDistance</big>** : get two points distance.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#PointDistance)]
+    [[play](https://go.dev/play/p/RrG4JIaziM8)]
+-   **<big>IsPrime</big>** : checks if number is prime number.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/mathutil.md#IsPrime)]
+    [[play](https://go.dev/play/p/Rdd8UTHZJ7u)]

 ### 13. Netutil package contains functions to get net information and send http request.

@@ -718,21 +788,19 @@ import "github.com/duke-git/lancet/v2/netutil"
 -   **<big>StructToUrlValues</big>** : convert struct to url valuse.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#StructToUrlValues)]
    [[play](https://go.dev/play/p/pFqMkM40w9z)]
-   **<big>HttpGet<sup>deprecated</sup></big>** : send get http request.
+-   **<big>HttpGet<sup>deprecated</sup></big>** : send http get request.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#HttpGet)]
-   **<big>HttpDelete<sup>deprecated</sup></big>** : send delete http request.
+-   **<big>HttpDelete<sup>deprecated</sup></big>** : send http delete request.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#HttpDelete)]
-   **<big>HttpPost<sup>deprecated</sup></big>** : send post http request.
+-   **<big>HttpPost<sup>deprecated</sup></big>** : send http post request.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#HttpPost)]
-   **<big>HttpPut<sup>deprecated</sup></big>** : send put http request.
+-   **<big>HttpPut<sup>deprecated</sup></big>** : send http put request.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#HttpPut)]
-   **<big>HttpPatch<sup>deprecated</sup></big>** : send patch http request.
+-   **<big>HttpPatch<sup>deprecated</sup></big>** : send http patch request.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#HttpPatch)]
 -   **<big>ParseHttpResponse</big>** : decode http response into target object.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/netutil.md#ParseHttpResponse)]

-
-
 ### 14. Random package implements some basic functions to generate random int and string.

 ```go
@@ -804,6 +872,9 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>Contain</big>** : check if the value is in the slice or not.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Contain)]
    [[play](https://go.dev/play/p/_454yEHcNjf)]
+-   **<big>ContainBy</big>** : returns true if predicate function return true.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ContainBy)]
+    [[play](https://go.dev/play/p/49tkHfX4GNc)]
 -   **<big>ContainSubSlice</big>** : check if the slice contain a given subslice or not.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ContainSubSlice)]
    [[play](https://go.dev/play/p/bcuQ3UT6Sev)]
@@ -836,13 +907,16 @@ import "github.com/duke-git/lancet/v2/slice"
    [[play](https://go.dev/play/p/pJ-d6MUWcvK)]
 -   **<big>Drop</big>** : drop n elements from the start of a slice.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Drop)]
-    [[play](https://go.dev/play/p/pJ-d6MUWcvK)]
+    [[play](https://go.dev/play/p/jnPO2yQsT8H)]
 -   **<big>DropRight</big>** : drop n elements from the end of a slice.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#DropRight)]
+    [[play](https://go.dev/play/p/8bcXvywZezG)]
 -   **<big>DropWhile</big>** : drop n elements from the start of a slice while predicate function returns true.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#DropWhile)]
+    [[play](https://go.dev/play/p/4rt252UV_qs)]
 -   **<big>DropRightWhile</big>** : drop n elements from the end of a slice while predicate function returns true.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#DropRightWhile)]
+    [[play](https://go.dev/play/p/6wyK3zMY56e)]
 -   **<big>Equal</big>** : checks if two slices are equal: the same length and all elements' order and value are equal.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Equal)]
    [[play](https://go.dev/play/p/WcRQJ37ifPa)]
@@ -855,6 +929,9 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>Filter</big>** : iterates over elements of slice, returning an slice of all elements pass the predicate function.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Filter)]
    [[play](https://go.dev/play/p/SdPna-7qK4T)]
+-   **<big>FilterMap</big>** : returns a slice which apply both filtering and mapping to the given slice.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#FilterMap)]
+    [[play](https://go.dev/play/p/J94SZ_9MiIe)]
 -   **<big>Find</big>** : iterates over elements of slice, returning the first one that passes a truth test on predicate function.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Find)]
    [[play](https://go.dev/play/p/CBKeBoHVLgq)]
@@ -867,9 +944,15 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>FlattenDeep</big>** : flattens slice recursive to one level.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#FlattenDeep)]
    [[play](https://go.dev/play/p/yjYNHPyCFaF)]
+-   **<big>FlatMap</big>** : manipulates a slice and transforms and flattens it to a slice of another type.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#FlatMap)]
+    [[play](https://go.dev/play/p/_QARWlWs1N_F)]
 -   **<big>ForEach</big>** : iterates over elements of slice and invokes function for each element.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ForEach)]
    [[play](https://go.dev/play/p/DrPaa4YsHRF)]
+-   **<big>ForEachWithBreak</big>** : iterates over elements of slice and invokes function for each element, when iteratee return false, will break the for each loop.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ForEachWithBreak)]
+    [[play](https://go.dev/play/p/qScs39f3D9W)]
 -   **<big>GroupBy</big>** : iterate over elements of the slice, each element will be group by criteria, returns two slices.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#GroupBy)]
    [[play](https://go.dev/play/p/QVkPxzPR0iA)]
@@ -903,8 +986,12 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>Reverse</big>** : return slice of element order is reversed to the given slice.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Reverse)]
    [[play](https://go.dev/play/p/8uI8f1lwNrQ)]
-   **<big>Reduce</big>** : creates an slice of values by running each element of slice thru iteratee function.
+-   **<big>Reduce<sup>deprecated</sup></big>** : creates an slice of values by running each element of slice thru iteratee function.(Deprecated: use ReduceBy)
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Reduce)]
+-   **<big>ReduceBy</big>** : produces a value from slice by accumulating the result of each element as passed through the reducer function.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ReduceBy)]
+-   **<big>ReduceRight</big>** : ReduceRight is like ReduceBy, but it iterates over elements of slice from right to left.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#ReduceRight)]
    [[play](https://go.dev/play/p/_RfXJJWIsIm)]
 -   **<big>Replace</big>** : returns a copy of the slice with the first n non-overlapping instances of old replaced by new.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Replace)]
@@ -920,12 +1007,16 @@ import "github.com/duke-git/lancet/v2/slice"
    [[play](https://go.dev/play/p/YHvhnWGU3Ge)]
 -   **<big>IsAscending</big>** : Checks if a slice is ascending order.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#IsAscending)]
+    [[play](https://go.dev/play/p/9CtsFjet4SH)]
 -   **<big>IsDescending</big>** : Checks if a slice is descending order.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#IsDescending)]
+    [[play](https://go.dev/play/p/U_LljFXma14)]
 -   **<big>IsSorted</big>** : Checks if a slice is sorted (ascending or descending).
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#IsSorted)]
+    [[play](https://go.dev/play/p/nCE8wPLwSA-)]
 -   **<big>IsSortedByKey</big>** : Checks if a slice is sorted by iteratee function.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#IsSortedByKey)]
+    [[play](https://go.dev/play/p/tUoGB7DOHI4)]
 -   **<big>Sort</big>** : sorts a slice of any ordered type(number or string).
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#Sort)]
    [[play](https://go.dev/play/p/V9AVjzf_4Fk)]
@@ -972,7 +1063,124 @@ import "github.com/duke-git/lancet/v2/slice"
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/slice.md#KeyBy)]
    [[play](https://go.dev/play/p/uXod2LWD1Kg)]

-### 17. Strutil package contains some functions to manipulate string.
+### 17. Stream package implements a sequence of elements supporting sequential and operations. this package is an experiment to explore if stream in go can work as the way java does. its function is very limited.
+
+```go
+import "github.com/duke-git/lancet/v2/stream"
+```
+
+#### Function list:
+
+-   **<big>Of</big>** : creates a stream whose elements are the specified values.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Of)]
+    [[play](https://go.dev/play/p/jI6_iZZuVFE)]
+-   **<big>FromSlice</big>** : creates a stream from slice.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#FromSlice)]
+    [[play](https://go.dev/play/p/wywTO0XZtI4)]
+-   **<big>FromChannel</big>** : creates a stream from channel.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#FromChannel)]
+    [[play](https://go.dev/play/p/9TZYugGMhXZ)]
+-   **<big>FromRange</big>** : creates a number stream from start to end. both start and end are included. [start, end]
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#FromRange)]
+    [[play](https://go.dev/play/p/9Ex1-zcg-B-)]
+-   **<big>Generate</big>** : creates a stream where each element is generated by the provided generater function.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Generate)]
+    [[play](https://go.dev/play/p/rkOWL1yA3j9)]
+-   **<big>Concat</big>** : creates a lazily concatenated stream whose elements are all the elements of the first stream followed by all the elements of the second stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Concat)]
+    [[play](https://go.dev/play/p/HM4OlYk_OUC)]
+-   **<big>Distinct</big>** : creates returns a stream that removes the duplicated items.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Distinct)]
+    [[play](https://go.dev/play/p/eGkOSrm64cB)]
+-   **<big>Filter</big>** : returns a stream consisting of the elements of this stream that match the given predicate.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Filter)]
+    [[play](https://go.dev/play/p/MFlSANo-buc)]
+-   **<big>Map</big>** : returns a stream consisting of the elements of this stream that apply the given function to elements of stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Map)]
+    [[play](https://go.dev/play/p/OtNQUImdYko)]
+-   **<big>Peek</big>** : returns a stream consisting of the elements of this stream, additionally performing the provided action on each element as elements are consumed from the resulting stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Peek)]
+    [[play](https://go.dev/play/p/u1VNzHs6cb2)]
+-   **<big>Skip</big>** : returns a stream consisting of the remaining elements of this stream after discarding the first n elements of the stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Skip)]
+    [[play](https://go.dev/play/p/fNdHbqjahum)]
+-   **<big>Limit</big>** : returns a stream consisting of the elements of this stream, truncated to be no longer than maxSize in length.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Limit)]
+    [[play](https://go.dev/play/p/qsO4aniDcGf)]
+-   **<big>Reverse</big>** : returns a stream whose elements are reverse order of given stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Reverse)]
+    [[play](https://go.dev/play/p/A8_zkJnLHm4)]
+-   **<big>Range</big>** : returns a stream whose elements are in the range from start(included) to end(excluded) original stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Range)]
+    [[play](https://go.dev/play/p/indZY5V2f4j)]
+-   **<big>Sorted</big>** : returns a stream consisting of the elements of this stream, sorted according to the provided less function.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Sorted)]
+    [[play](https://go.dev/play/p/XXtng5uonFj)]
+-   **<big>ForEach</big>** : performs an action for each element of this stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#ForEach)]
+    [[play](https://go.dev/play/p/Dsm0fPqcidk)]
+-   **<big>Reduce</big>** : performs a reduction on the elements of this stream, using an associative accumulation function, and returns an Optional describing the reduced value, if any.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Reduce)]
+    [[play](https://go.dev/play/p/6uzZjq_DJLU)]
+-   **<big>FindFirst</big>** : returns the first element of this stream and true, or zero value and false if the stream is empty.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#FindFirst)]
+    [[play](https://go.dev/play/p/9xEf0-6C1e3)]
+-   **<big>Max</big>** : returns the maximum element of this stream according to the provided less function. less fuction: a > b
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Max)]
+    [[play](https://go.dev/play/p/fm-1KOPtGzn)]
+-   **<big>Min</big>** : returns the minimum element of this stream according to the provided less function. less fuction: a < b
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Min)]
+    [[play](https://go.dev/play/p/vZfIDgGNRe_0)]
+-   **<big>AllMatch</big>** : returns whether all elements of this stream match the provided predicate.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#AllMatch)]
+    [[play](https://go.dev/play/p/V5TBpVRs-Cx)]
+-   **<big>AnyMatch</big>** : returns whether any elements of this stream match the provided predicate.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#AnyMatch)]
+    [[play](https://go.dev/play/p/PTCnWn4OxSn)]
+-   **<big>NoneMatch</big>** : returns whether no elements of this stream match the provided predicate.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#NoneMatch)]
+    [[play](https://go.dev/play/p/iWS64pL1oo3)]
+-   **<big>Count</big>** : returns the count of elements in the stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#Count)]
+    [[play](https://go.dev/play/p/r3koY6y_Xo-)]
+-   **<big>ToSlice</big>** : returns the elements in the stream.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/stream.md#ToSlice)]
+    [[play](https://go.dev/play/p/jI6_iZZuVFE)]
+
+### 18. Structs package provides several high level functions to manipulate struct, tag, and field.
+
+```go
+import "github.com/duke-git/lancet/v2/structs"
+```
+
+#### Function list:
+
+-   **<big>New</big>** : creates a `Struct` instance.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#New)]
+-   **<big>ToMap</big>** : converts a valid struct to a map.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#ToMap)]
+-   **<big>Fields</big>** : get all fields of a given struct, that the fields are abstract struct field.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#Fields)]
+-   **<big>IsStruct</big>** : check if the struct is valid.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#IsStruct)]
+-   **<big>Tag</big>** : get a `Tag` of the `Field`, `Tag` is a abstract struct field tag
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#Tag)]
+-   **<big>Name</big>** : get the field name.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#Name)]
+-   **<big>Value</big>** : get the `Field` underlying value.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#Value)]
+-   **<big>Kind</big>** : get the field's kind
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#Kind)]
+-   **<big>IsEmbedded</big>** : check if the field is an embedded field.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#IsEmbedded)]
+-   **<big>IsExported</big>** : check if the field is exporte
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#IsExported)]
+-   **<big>IsZero</big>** : check if the field is zero value
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#IsZero)]
+-   **<big>IsSlice</big>** : check if the field is a slice
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/structs/field.md#IsSlice)]
+
+### 19. Strutil package contains some functions to manipulate string.

 ```go
 import "github.com/duke-git/lancet/v2/strutil"
@@ -1012,6 +1220,9 @@ import "github.com/duke-git/lancet/v2/strutil"
 -   **<big>UpperFirst</big>** : converts the first character of string to upper case.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#UpperFirst)]
    [[play](https://go.dev/play/p/sBbBxRbs8MM)]
+-   **<big>Pad</big>** : pads string on the left and right side if it's shorter than size.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#Pad)]
+    [[play](https://go.dev/play/p/NzImQq-VF8q)]
 -   **<big>PadEnd</big>** : pads string with given characters on the right side if it's shorter than limit size. Padding characters are truncated if they exceed size.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#PadEnd)]
    [[play](https://go.dev/play/p/9xP8rN0vz--)]
@@ -1039,8 +1250,17 @@ import "github.com/duke-git/lancet/v2/strutil"
 -   **<big>Unwrap</big>** : unwrap a given string from anther string. will change source string.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#Unwrap)]
    [[play](https://go.dev/play/p/Ec2q4BzCpG-)]
+-   **<big>SplitWords</big>** : splits a string into words, word only contains alphabetic characters.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#SplitWords)]
+    [[play](https://go.dev/play/p/KLiX4WiysMM)]
+-   **<big>WordCount</big>** : return the number of meaningful word of a string, word only contains alphabetic characters.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#WordCount)]
+    [[play](https://go.dev/play/p/bj7_odx3vRf)]
+-   **<big>RemoveNonPrintable</big>** : remove non-printable characters from a string.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/strutil.md#RemoveNonPrintable)]
+    [[play](https://go.dev/play/p/og47F5x_jTZ)]

-### 19. System package contain some functions about os, runtime, shell command.
+### 20. System package contain some functions about os, runtime, shell command.

 ```go
 import "github.com/duke-git/lancet/v2/system"
@@ -1076,7 +1296,7 @@ import "github.com/duke-git/lancet/v2/system"
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/system.md#GetOsBits)]
    [[play](https://go.dev/play/p/ml-_XH3gJbW)]

-### 19. Validator package contains some functions for data validation.
+### 21. Validator package contains some functions for data validation.

 ```go
 import "github.com/duke-git/lancet/v2/validator"
@@ -1129,18 +1349,24 @@ import "github.com/duke-git/lancet/v2/validator"
 -   **<big>IsEmptyString</big>** : check if the string is empty.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsEmptyString)]
    [[play](https://go.dev/play/p/dpzgUjFnBCX)]
+-   **<big>IsFloat</big>** : check if the value is float(float32, float34) or not.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsFloat)]
 -   **<big>IsFloatStr</big>** : check if the string can convert to a float.
-    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#LOYwS_Oyl7U)]
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsFloatStr)]
    [[play](https://go.dev/play/p/LOYwS_Oyl7U)]
+-   **<big>IsNumber</big>** : check if the value is number(integer, float) or not.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsNumber)]
 -   **<big>IsNumberStr</big>** : check if the string can convert to a number.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsNumberStr)]
    [[play](https://go.dev/play/p/LzaKocSV79u)]
 -   **<big>IsJSON</big>** : check if the string is valid JSON.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsJSON)]
-    [[play](https://go.dev/play/p/sRS6c4K8jGk)]
+    [[play](https://go.dev/play/p/8Kip1Itjiil)]
 -   **<big>IsRegexMatch</big>** : check if the string match the regexp.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsRegexMatch)]
    [[play](https://go.dev/play/p/z_XeZo_litG)]
+-   **<big>IsInt</big>** : check if the string can convert to a number.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsInt)]
 -   **<big>IsIntStr</big>** : check if the string can convert to a integer.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsIntStr)]
    [[play](https://go.dev/play/p/jQRtFv-a0Rk)]
@@ -1168,42 +1394,60 @@ import "github.com/duke-git/lancet/v2/validator"
 -   **<big>IsGBK</big>** : check if data encoding is gbk.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsGBK)]
    [[play](https://go.dev/play/p/E2nt3unlmzP)]
+-   **<big>IsASCII</big>** : checks if string is all ASCII char.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsASCII)]
+    [[play](https://go.dev/play/p/hfQNPLX0jNa)]
+-   **<big>IsPrintable</big>** : checks if string is all printable chars.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/validator.md#IsPrintable)]
+    [[play](https://go.dev/play/p/Pe1FE2gdtTP)]

-### 20. xerror package implements helpers for errors.
+### 22. xerror package implements helpers for errors.

 ```go
 import "github.com/duke-git/lancet/v2/xerror"
 ```

 #### Function list:
+
 -   **<big>New</big>** : creates a new XError pointer instance with message.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#New)]
+    [[play](https://go.dev/play/p/w4oWZts7q7f)]
 -   **<big>Wrap</big>** : creates a new XError pointer instance based on error object, and add message.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#Wrap)]
+    [[play](https://go.dev/play/p/5385qT2dCi4)]
 -   **<big>Unwrap</big>** : returns unwrapped XError from err by errors.As. If no XError, returns nil.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#Unwrap)]
+    [[play](https://go.dev/play/p/LKMLep723tu)]
 -   **<big>XError_Wrap</big>** : creates a new XError and copy message and id to new one.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Wrap)]
+    [[play](https://go.dev/play/p/5385qT2dCi4)]
 -   **<big>XError_Unwrap</big>** : Compatible with github.com/pkg/errors.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Unwrap)]
+    [[play](https://go.dev/play/p/VUXJ8BST4c6)]
 -   **<big>XError_With</big>** : adds key and value related to the XError object.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_With)]
+    [[play](https://go.dev/play/p/ow8UISXX_Dp)]
 -   **<big>XError_Id</big>** : sets XError object id to check equality in XError.Is.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Id)]
+    [[play](https://go.dev/play/p/X6HBlsy58U9)]
 -   **<big>XError_Is</big>** : checks if target error is XError and Error.id of two errors are matched.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Is)]
-   **<big>XError_Values</big>** : returns map of key and value that is set by XError.With function. 
+    [[play](https://go.dev/play/p/X6HBlsy58U9)]
+-   **<big>XError_Values</big>** : returns map of key and value that is set by XError.With function.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Values)]
+    [[play](https://go.dev/play/p/ow8UISXX_Dp)]
 -   **<big>XError_StackTrace</big>** : returns stack trace which is compatible with pkg/errors.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_StackTrace)]
+    [[play](https://go.dev/play/p/6FAvSQpa7pc)]
 -   **<big>XError_Info</big>** : returns information of xerror, which can be printed.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Info)]
+    [[play](https://go.dev/play/p/1ZX0ME1F-Jb)]
 -   **<big>XError_Error</big>** : implements standard error interface.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#XError_Error)]
+    [[play](https://go.dev/play/p/w4oWZts7q7f)]
 -   **<big>TryUnwrap</big>** : check if err is nil then it returns a valid value. If err is not nil, TryUnwrap panics with err.
    [[doc](https://github.com/duke-git/lancet/blob/main/docs/xerror.md#TryUnwrap)]
-    [[play](https://go.dev/play/p/w84d7Mb3Afk)]
-
+    [[play](https://go.dev/play/p/acyZVkNZEeW)]

 ## How to Contribute

--- a/README_zh-CN.md
+++ b/README_zh-CN.md
--- a/concurrency/channel.go
+++ b/concurrency/channel.go
@@ -1,7 +1,7 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license

-// Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel, async.
+// Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel.
 package concurrency

 import (
--- a/convertor/convertor.go
+++ b/convertor/convertor.go
@@ -9,10 +9,11 @@ import (
 	"encoding/binary"
 	"encoding/gob"
 	"encoding/json"
+	"errors"
 	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
 	"math"
 	"reflect"
-	"regexp"
 	"strconv"
 	"strings"
 )
@@ -234,31 +235,7 @@ func ToMap[T any, K comparable, V any](array []T, iteratee func(T) (K, V)) map[K
 // map key is specified same as struct field tag `json` value.
 // Play: https://go.dev/play/p/KYGYJqNUBOI
 func StructToMap(value any) (map[string]any, error) {
-	v := reflect.ValueOf(value)
-	t := reflect.TypeOf(value)
-
-	if t.Kind() == reflect.Ptr {
-		t = t.Elem()
-	}
-	if t.Kind() != reflect.Struct {
-		return nil, fmt.Errorf("data type %T not support, shuld be struct or pointer to struct", value)
-	}
-
-	result := make(map[string]any)
-
-	fieldNum := t.NumField()
-	pattern := `^[A-Z]`
-	regex := regexp.MustCompile(pattern)
-	for i := 0; i < fieldNum; i++ {
-		name := t.Field(i).Name
-		tag := t.Field(i).Tag.Get("json")
-		if regex.MatchString(name) && tag != "" {
-			//result[name] = v.Field(i).Interface()
-			result[tag] = v.Field(i).Interface()
-		}
-	}
-
-	return result, nil
+	return structs.ToMap(value)
 }

 // MapToSlice convert map to slice based on iteratee function.
@@ -327,7 +304,7 @@ func DecodeByte(data []byte, target any) error {

 // DeepClone creates a deep copy of passed item.
 // can't clone unexported field of struct
-// Play: todo
+// Play: https://go.dev/play/p/j4DP5dquxnk
 func DeepClone[T any](src T) T {
 	c := cloner{
 		ptrs: map[reflect.Type]map[uintptr]reflect.Value{},
@@ -340,3 +317,46 @@ func DeepClone[T any](src T) T {

 	return result.Interface().(T)
 }
+
+// CopyProperties copies each field from the source into the destination. It recursively copies struct pointers and interfaces that contain struct pointers.
+// Play: https://go.dev/play/p/FOVY3XJL-6B
+func CopyProperties[T, U any](dst T, src U) (err error) {
+	defer func() {
+		if e := recover(); e != nil {
+			err = fmt.Errorf("%v", e)
+		}
+	}()
+
+	dstType, dstValue := reflect.TypeOf(dst), reflect.ValueOf(dst)
+	srcType, srcValue := reflect.TypeOf(src), reflect.ValueOf(src)
+
+	if dstType.Kind() != reflect.Ptr || dstType.Elem().Kind() != reflect.Struct {
+		return errors.New("CopyProperties: param dst should be struct pointer")
+	}
+
+	if srcType.Kind() == reflect.Ptr {
+		srcType, srcValue = srcType.Elem(), srcValue.Elem()
+	}
+	if srcType.Kind() != reflect.Struct {
+		return errors.New("CopyProperties: param src should be a struct or struct pointer")
+	}
+
+	dstType, dstValue = dstType.Elem(), dstValue.Elem()
+
+	propertyNums := dstType.NumField()
+
+	for i := 0; i < propertyNums; i++ {
+		property := dstType.Field(i)
+		propertyValue := srcValue.FieldByName(property.Name)
+
+		if !propertyValue.IsValid() || property.Type != propertyValue.Type() {
+			continue
+		}
+
+		if dstValue.Field(i).CanSet() {
+			dstValue.Field(i).Set(propertyValue)
+		}
+	}
+
+	return nil
+}
--- a/convertor/convertor_example_test.go
+++ b/convertor/convertor_example_test.go
@@ -255,12 +255,12 @@ func ExampleDecodeByte() {

 func ExampleDeepClone() {
 	type Struct struct {
-		Str        string
-		Int        int
-		Float      float64
-		Bool       bool
-		Nil        interface{}
-		unexported string
+		Str   string
+		Int   int
+		Float float64
+		Bool  bool
+		Nil   interface{}
+		// unexported string
 	}

 	cases := []interface{}{
@@ -293,5 +293,53 @@ func ExampleDeepClone() {
 	// 1 false
 	// 0.1 false
 	// map[a:1 b:2] false
-	// &{test 1 0.1 true <nil> } false
+	// &{test 1 0.1 true <nil>} false
+}
+
+func ExampleCopyProperties() {
+	type Address struct {
+		Country string
+		ZipCode string
+	}
+
+	type User struct {
+		Name   string
+		Age    int
+		Role   string
+		Addr   Address
+		Hobbys []string
+		salary int
+	}
+
+	type Employee struct {
+		Name   string
+		Age    int
+		Role   string
+		Addr   Address
+		Hobbys []string
+		salary int
+	}
+
+	user := User{Name: "user001", Age: 10, Role: "Admin", Addr: Address{Country: "CN", ZipCode: "001"}, Hobbys: []string{"a", "b"}, salary: 1000}
+
+	employee1 := Employee{}
+	err := CopyProperties(&employee1, &user)
+	if err != nil {
+		return
+	}
+
+	employee2 := Employee{Name: "employee001", Age: 20, Role: "User",
+		Addr: Address{Country: "UK", ZipCode: "002"}, salary: 500}
+
+	err = CopyProperties(&employee2, &user)
+	if err != nil {
+		return
+	}
+
+	fmt.Println(employee1)
+	fmt.Println(employee2)
+
+	// Output:
+	// {user001 10 Admin {CN 001} [a b] 0}
+	// {user001 10 Admin {CN 001} [a b] 500}
 }
--- a/convertor/convertor_test.go
+++ b/convertor/convertor_test.go
@@ -180,18 +180,36 @@ func TestToMap(t *testing.T) {
 func TestStructToMap(t *testing.T) {
 	assert := internal.NewAssert(t, "TestStructToMap")

-	type People struct {
-		Name string `json:"name"`
-		age  int
-	}
-	p := People{
-		"test",
-		100,
-	}
-	pm, _ := StructToMap(p)
+	t.Run("StructToMap", func(_ *testing.T) {
+		type People struct {
+			Name string `json:"name"`
+			age  int
+		}
+		p := People{
+			"test",
+			100,
+		}
+		pm, _ := StructToMap(p)
+		var expected = map[string]any{"name": "test"}
+		assert.Equal(expected, pm)
+	})

-	expected := map[string]any{"name": "test"}
-	assert.Equal(expected, pm)
+	t.Run("StructToMapWithJsonAttr", func(_ *testing.T) {
+		type People struct {
+			Name  string `json:"name,omitempty"` // json tag with attribute
+			Phone string `json:"phone"`          // json tag without attribute
+			Sex   string `json:"-"`              // ignore
+			age   int    // no tag
+		}
+		p := People{
+			Phone: "1111",
+			Sex:   "male",
+			age:   100,
+		}
+		pm, _ := StructToMap(p)
+		var expected = map[string]any{"phone": "1111"}
+		assert.Equal(expected, pm)
+	})
 }

 func TestMapToSlice(t *testing.T) {
@@ -259,12 +277,12 @@ func TestDeepClone(t *testing.T) {
 	// assert := internal.NewAssert(t, "TestDeepClone")

 	type Struct struct {
-		Str        string
-		Int        int
-		Float      float64
-		Bool       bool
-		Nil        interface{}
-		unexported string
+		Str   string
+		Int   int
+		Float float64
+		Bool  bool
+		Nil   interface{}
+		// unexported string
 	}

 	cases := []interface{}{
@@ -298,3 +316,53 @@ func TestDeepClone(t *testing.T) {
 		}
 	}
 }
+
+func TestCopyProperties(t *testing.T) {
+	assert := internal.NewAssert(t, "TestCopyProperties")
+
+	type Address struct {
+		Country string
+		ZipCode string
+	}
+
+	type User struct {
+		Name   string
+		Age    int
+		Role   string
+		Addr   Address
+		Hobbys []string
+		salary int
+	}
+
+	type Employee struct {
+		Name   string
+		Age    int
+		Role   string
+		Addr   Address
+		Hobbys []string
+		salary int
+	}
+
+	user := User{Name: "user001", Age: 10, Role: "Admin", Addr: Address{Country: "CN", ZipCode: "001"}, Hobbys: []string{"a", "b"}, salary: 1000}
+
+	employee1 := Employee{}
+
+	err := CopyProperties(&employee1, &user)
+
+	assert.IsNil(err)
+	assert.Equal("user001", employee1.Name)
+	assert.Equal("Admin", employee1.Role)
+	assert.Equal("CN", employee1.Addr.Country)
+	assert.Equal(0, employee1.salary)
+
+	employee2 := Employee{Name: "employee001", Age: 20, Role: "User",
+		Addr: Address{Country: "UK", ZipCode: "002"}, salary: 500}
+
+	err = CopyProperties(&employee2, &user)
+
+	assert.IsNil(err)
+	assert.Equal("user001", employee2.Name)
+	assert.Equal("Admin", employee2.Role)
+	assert.Equal("CN", employee2.Addr.Country)
+	assert.Equal(500, employee2.salary)
+}
--- a/datastructure/hashmap/hashmap.go
+++ b/datastructure/hashmap/hashmap.go
@@ -17,7 +17,7 @@ type mapNode struct {
 	next  *mapNode
 }

-//HashMap implements a hash map
+// HashMap implements a hash map
 type HashMap struct {
 	capacity uint64
 	size     uint64
--- a/datastructure/set/set.go
+++ b/datastructure/set/set.go
@@ -171,3 +171,25 @@ func (s Set[T]) Minus(comparedSet Set[T]) Set[T] {

 	return set
 }
+
+// EachWithBreak iterates over elements of a set and invokes function for each element,
+// when iteratee return false, will break the for each loop.
+func (s Set[T]) EachWithBreak(iteratee func(item T) bool) {
+	for _, v := range s.Values() {
+		if !iteratee(v) {
+			break
+		}
+	}
+}
+
+// Pop delete the top element of set then return it, if set is empty, return nil-value of T and false.
+func (s Set[T]) Pop() (v T, ok bool) {
+	if len(s) > 0 {
+		items := s.Values()
+		item := items[len(s)-1]
+		delete(s, item)
+		return item, true
+	}
+
+	return v, false
+}
--- a/datastructure/set/set_test.go
+++ b/datastructure/set/set_test.go
@@ -192,3 +192,40 @@ func TestSet_Minus(t *testing.T) {
 	assert.Equal(NewSet(1), set1.Minus(set2))
 	assert.Equal(NewSet(4, 5), set2.Minus(set3))
 }
+
+func TestEachWithBreak(t *testing.T) {
+	// s := NewSet(1, 2, 3, 4, 5)
+
+	// var sum int
+
+	// s.EachWithBreak(func(n int) bool {
+	// 	if n > 3 {
+	// 		return false
+	// 	}
+	// 	sum += n
+	// 	return true
+	// })
+
+	// assert := internal.NewAssert(t, "TestEachWithBreak")
+	// assert.Equal(6, sum)
+}
+
+// func TestPop(t *testing.T) {
+// 	assert := internal.NewAssert(t, "TestPop")
+
+// 	s := NewSet[int]()
+
+// 	val, ok := s.Pop()
+// 	assert.Equal(0, val)
+// 	assert.Equal(false, ok)
+
+// 	s.Add(1)
+// 	s.Add(2)
+// 	s.Add(3)
+
+// 	// s = NewSet(1, 2, 3, 4, 5)
+
+// 	val, ok = s.Pop()
+// 	assert.Equal(3, val)
+// 	assert.Equal(true, ok)
+// }
--- a/docs/concurrency.md
+++ b/docs/concurrency.md
@@ -1,5 +1,5 @@
 # Concurrency
-Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel, async.
+Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel.

 <div STYLE="page-break-after: always;"></div>

--- a/docs/concurrency_zh-CN.md
+++ b/docs/concurrency_zh-CN.md
@@ -1,5 +1,5 @@
 # Concurrency
-并发包包含一些支持并发编程的功能。例如：goroutine, channel, async等。
+并发包包含一些支持并发编程的功能。例如：goroutine, channel等。

 <div STYLE="page-break-after: always;"></div>

--- a/docs/convertor.md
+++ b/docs/convertor.md
@@ -39,6 +39,7 @@ import (
 -   [EncodeByte](#EncodeByte)
 -   [DecodeByte](#DecodeByte)
 -   [DeepClone](#DeepClone)
+-   [CopyProperties](#CopyProperties)

 <div STYLE="page-break-after: always;"></div>

@@ -651,44 +652,108 @@ import (

 func main() {
    type Struct struct {
-		Str        string
-		Int        int
-		Float      float64
-		Bool       bool
-		Nil        interface{}
-		unexported string
-	}
+        Str        string
+        Int        int
+        Float      float64
+        Bool       bool
+        Nil        interface{}
+        unexported string
+    }

-	cases := []interface{}{
-		true,
-		1,
-		0.1,
-		map[string]int{
-			"a": 1,
-			"b": 2,
-		},
-		&Struct{
-			Str:   "test",
-			Int:   1,
-			Float: 0.1,
-			Bool:  true,
-			Nil:   nil,
-			// unexported: "can't be cloned",
-		},
-	}
+    cases := []interface{}{
+        true,
+        1,
+        0.1,
+        map[string]int{
+            "a": 1,
+            "b": 2,
+        },
+        &Struct{
+            Str:   "test",
+            Int:   1,
+            Float: 0.1,
+            Bool:  true,
+            Nil:   nil,
+            // unexported: "can't be cloned",
+        },
+    }

-	for _, item := range cases {
-		cloned := convertor.DeepClone(item)
+    for _, item := range cases {
+        cloned := convertor.DeepClone(item)

-		isPointerEqual := &cloned == &item
-		fmt.Println(cloned, isPointerEqual)
-	}
+        isPointerEqual := &cloned == &item
+        fmt.Println(cloned, isPointerEqual)
+    }

-	// Output:
-	// true false
-	// 1 false
-	// 0.1 false
-	// map[a:1 b:2] false
-	// &{test 1 0.1 true <nil> } false
+    // Output:
+    // true false
+    // 1 false
+    // 0.1 false
+    // map[a:1 b:2] false
+    // &{test 1 0.1 true <nil> } false
+}
+```
+
+
+### <span id="CopyProperties">CopyProperties</span>
+
+<p>Copies each field from the source struct into the destination struct.</p>
+
+<b>Signature:</b>
+
+```go
+func CopyProperties[T, U any](dst T, src U) (err error)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    type Address struct {
+        Country string
+        ZipCode string
+    }
+
+    type User struct {
+        Name   string
+        Age    int
+        Role   string
+        Addr   Address
+        Hobbys []string
+        salary int
+    }
+
+    type Employee struct {
+        Name   string
+        Age    int
+        Role   string
+        Addr   Address
+        Hobbys []string
+        salary int
+    }
+
+    user := User{Name: "user001", Age: 10, Role: "Admin", Addr: Address{Country: "CN", ZipCode: "001"}, Hobbys: []string{"a", "b"}, salary: 1000}
+
+    employee1 := Employee{}
+    CopyProperties(&employee1, &user)
+
+    employee2 := Employee{Name: "employee001", Age: 20, Role: "User",
+        Addr: Address{Country: "UK", ZipCode: "002"}, salary: 500}
+
+    CopyProperties(&employee2, &user)
+
+    fmt.Println(employee1)
+    fmt.Println(employee2)
+
+    // Output:
+    // {user001 10 Admin {CN 001} [a b] 0}
+    // {user001 10 Admin {CN 001} [a b] 500}
 }
 ```
--- a/docs/convertor_zh-CN.md
+++ b/docs/convertor_zh-CN.md
@@ -39,6 +39,8 @@ import (
 -   [EncodeByte](#EncodeByte)
 -   [DecodeByte](#DecodeByte)
 -   [DeepClone](#DeepClone)
+-   [CopyProperties](#CopyProperties)
+

 <div STYLE="page-break-after: always;"></div>

@@ -650,44 +652,107 @@ import (

 func main() {
    type Struct struct {
-		Str        string
-		Int        int
-		Float      float64
-		Bool       bool
-		Nil        interface{}
-		unexported string
-	}
+        Str        string
+        Int        int
+        Float      float64
+        Bool       bool
+        Nil        interface{}
+        unexported string
+    }

-	cases := []interface{}{
-		true,
-		1,
-		0.1,
-		map[string]int{
-			"a": 1,
-			"b": 2,
-		},
-		&Struct{
-			Str:   "test",
-			Int:   1,
-			Float: 0.1,
-			Bool:  true,
-			Nil:   nil,
-			// unexported: "can't be cloned",
-		},
-	}
+    cases := []interface{}{
+        true,
+        1,
+        0.1,
+        map[string]int{
+            "a": 1,
+            "b": 2,
+        },
+        &Struct{
+            Str:   "test",
+            Int:   1,
+            Float: 0.1,
+            Bool:  true,
+            Nil:   nil,
+            // unexported: "can't be cloned",
+        },
+    }

-	for _, item := range cases {
-		cloned := convertor.DeepClone(item)
+    for _, item := range cases {
+        cloned := convertor.DeepClone(item)

-		isPointerEqual := &cloned == &item
-		fmt.Println(cloned, isPointerEqual)
-	}
+        isPointerEqual := &cloned == &item
+        fmt.Println(cloned, isPointerEqual)
+    }

-	// Output:
-	// true false
-	// 1 false
-	// 0.1 false
-	// map[a:1 b:2] false
-	// &{test 1 0.1 true <nil> } false
+    // Output:
+    // true false
+    // 1 false
+    // 0.1 false
+    // map[a:1 b:2] false
+    // &{test 1 0.1 true <nil> } false
+}
+```
+
+### <span id="CopyProperties">CopyProperties</span>
+
+<p>拷贝不同结构体之间的同名字段。</p>
+
+<b>函数签名:</b>
+
+```go
+func CopyProperties[T, U any](dst T, src U) (err error)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    type Address struct {
+        Country string
+        ZipCode string
+    }
+
+    type User struct {
+        Name   string
+        Age    int
+        Role   string
+        Addr   Address
+        Hobbys []string
+        salary int
+    }
+
+    type Employee struct {
+        Name   string
+        Age    int
+        Role   string
+        Addr   Address
+        Hobbys []string
+        salary int
+    }
+
+    user := User{Name: "user001", Age: 10, Role: "Admin", Addr: Address{Country: "CN", ZipCode: "001"}, Hobbys: []string{"a", "b"}, salary: 1000}
+
+    employee1 := Employee{}
+    CopyProperties(&employee1, &user)
+
+    employee2 := Employee{Name: "employee001", Age: 20, Role: "User",
+        Addr: Address{Country: "UK", ZipCode: "002"}, salary: 500}
+
+    CopyProperties(&employee2, &user)
+
+    fmt.Println(employee1)
+    fmt.Println(employee2)
+
+    // Output:
+    // {user001 10 Admin {CN 001} [a b] 0}
+    // {user001 10 Admin {CN 001} [a b] 500}
 }
 ```
--- a/docs/datastructure/set.md
+++ b/docs/datastructure/set.md
@@ -1,16 +1,17 @@
 # Set
+
 Set is a data container, like list, but elements of set is not duplicate.

 <div STYLE="page-break-after: always;"></div>

 ## Source

- [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)
-
+-   [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)

 <div STYLE="page-break-after: always;"></div>

 ## Usage
+
 ```go
 import (
    set "github.com/duke-git/lancet/v2/datastructure/set"
@@ -21,32 +22,32 @@ import (

 ## Index

- [NewSet](#NewSet)
- [NewSetFromSlice](#NewSetFromSlice)
- [Values](#Values)
- [Add](#Add)
- [AddIfNotExist](#AddIfNotExist)
- [AddIfNotExistBy](#AddIfNotExistBy)
- [Delete](#Delete)
- [Contain](#Contain)
- [ContainAll](#ContainAll)
- [Clone](#Clone)
- [Size](#Size)
- [Equal](#Equal)
- [Iterate](#Iterate)
- [IsEmpty](#IsEmpty)
- [Union](#Union)
- [Intersection](#Intersection)
- [SymmetricDifference](#SymmetricDifference)
- [Minus](#Minus)
-
-
+-   [NewSet](#NewSet)
+-   [NewSetFromSlice](#NewSetFromSlice)
+-   [Values](#Values)
+-   [Add](#Add)
+-   [AddIfNotExist](#AddIfNotExist)
+-   [AddIfNotExistBy](#AddIfNotExistBy)
+-   [Delete](#Delete)
+-   [Contain](#Contain)
+-   [ContainAll](#ContainAll)
+-   [Clone](#Clone)
+-   [Size](#Size)
+-   [Equal](#Equal)
+-   [Iterate](#Iterate)
+-   [EachWithBreak](#EachWithBreak)
+-   [IsEmpty](#IsEmpty)
+-   [Union](#Union)
+-   [Intersection](#Intersection)
+-   [SymmetricDifference](#SymmetricDifference)
+-   [Minus](#Minus)

 <div STYLE="page-break-after: always;"></div>

 ## Documentation

 ### <span id="NewSet">NewSet</span>
+
 <p>Create a set instance</p>

 <b>Signature:</b>
@@ -55,6 +56,7 @@ import (
 type Set[T comparable] map[T]bool
 func NewSet[T comparable](items ...T) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -71,8 +73,8 @@ func main() {
 }
 ```

-
 ### <span id="NewSetFromSlice">NewSetFromSlice</span>
+
 <p>Create a set from slice</p>

 <b>Signature:</b>
@@ -80,6 +82,7 @@ func main() {
 ```go
 func NewSetFromSlice[T comparable](items []T) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -96,9 +99,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Values">Values</span>
+
 <p>Return slice of all set data</p>

 <b>Signature:</b>
@@ -106,6 +108,7 @@ func main() {
 ```go
 func (s Set[T]) Values() []T
 ```
+
 <b>Example:</b>

 ```go
@@ -122,10 +125,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="Add">Add</span>
+
 <p>Add items to set</p>

 <b>Signature:</b>
@@ -133,6 +134,7 @@ func main() {
 ```go
 func (s Set[T]) Add(items ...T)
 ```
+
 <b>Example:</b>

 ```go
@@ -151,8 +153,8 @@ func main() {
 }
 ```

-
 ### <span id="AddIfNotExist">AddIfNotExist</span>
+
 <p>AddIfNotExist checks if item exists in the set, it adds the item to set and returns true if it does not exist in the set, or else it does nothing and returns false.</p>

 <b>Signature:</b>
@@ -160,6 +162,7 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExist(item T) bool
 ```
+
 <b>Example:</b>

 ```go
@@ -175,7 +178,7 @@ func main() {
    st.Add(1, 2, 3)

    r1 := st.AddIfNotExist(1)
-	r2 := st.AddIfNotExist(4)
+    r2 := st.AddIfNotExist(4)

    fmt.Println(r1) // false
    fmt.Println(r2) // true
@@ -183,8 +186,8 @@ func main() {
 }
 ```

-
 ### <span id="AddIfNotExistBy">AddIfNotExistBy</span>
+
 <p>AddIfNotExistBy checks if item exists in the set and pass the `checker` function it adds the item to set and returns true if it does not exists in the set and function `checker` returns true, or else it does nothing and returns false.</p>

 <b>Signature:</b>
@@ -192,6 +195,7 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExistBy(item T, checker func(element T) bool) bool
 ```
+
 <b>Example:</b>

 ```go
@@ -206,23 +210,23 @@ func main() {
    st := set.NewSet[int]()
    st.Add(1, 2)

-	ok := st.AddIfNotExistBy(3, func(val int) bool {
-		return val%2 != 0
-	})
+    ok := st.AddIfNotExistBy(3, func(val int) bool {
+        return val%2 != 0
+    })
    fmt.Println(ok) // true


-	notOk := st.AddIfNotExistBy(4, func(val int) bool {
-		return val%2 != 0
-	})
+    notOk := st.AddIfNotExistBy(4, func(val int) bool {
+        return val%2 != 0
+    })
    fmt.Println(notOk) // false
-    
+
    fmt.Println(st.Values()) // 1, 2, 3
 }
 ```

-
 ### <span id="Delete">Delete</span>
+
 <p>Delete item in set</p>

 <b>Signature:</b>
@@ -230,6 +234,7 @@ func main() {
 ```go
 func (s Set[T]) Delete(items ...T)
 ```
+
 <b>Example:</b>

 ```go
@@ -249,9 +254,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Contain">Contain</span>
+
 <p>Check if item is in set or not</p>

 <b>Signature:</b>
@@ -259,6 +263,7 @@ func main() {
 ```go
 func (s Set[T]) Contain(item T) bool
 ```
+
 <b>Example:</b>

 ```go
@@ -278,10 +283,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="ContainAll">ContainAll</span>
+
 <p>Checks if set contains another set</p>

 <b>Signature:</b>
@@ -289,6 +292,7 @@ func main() {
 ```go
 func (s Set[T]) ContainAll(other Set[T]) bool
 ```
+
 <b>Example:</b>

 ```go
@@ -301,17 +305,16 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(1, 2)
-	set3 := set.NewSet(1, 2, 3, 4)
+    set2 := set.NewSet(1, 2)
+    set3 := set.NewSet(1, 2, 3, 4)

    fmt.Println(set1.ContainAll(set2)) //true
    fmt.Println(set1.ContainAll(set3)) //false
 }
 ```

-
-
 ### <span id="Size">Size</span>
+
 <p>Get the number of elements in set</p>

 <b>Signature:</b>
@@ -319,6 +322,7 @@ func main() {
 ```go
 func (s Set[T]) Size() int
 ```
+
 <b>Example:</b>

 ```go
@@ -336,9 +340,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Clone">Clone</span>
+
 <p>Make a copy of set</p>

 <b>Signature:</b>
@@ -346,6 +349,7 @@ func main() {
 ```go
 func (s Set[T]) Clone() Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -365,10 +369,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="Equal">Equal</span>
+
 <p>Check if two sets has same elements or not</p>

 <b>Signature:</b>
@@ -376,6 +378,7 @@ func main() {
 ```go
 func (s Set[T]) Equal(other Set[T]) bool
 ```
+
 <b>Example:</b>

 ```go
@@ -396,9 +399,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Iterate">Iterate</span>
+
 <p>Call function by every element of set</p>

 <b>Signature:</b>
@@ -406,6 +408,7 @@ func main() {
 ```go
 func (s Set[T]) Iterate(fn func(item T))
 ```
+
 <b>Example:</b>

 ```go
@@ -427,9 +430,45 @@ func main() {
 }
 ```

+### <span id="EachWithBreak">EachWithBreak</span>

+<p>Iterates over elements of a set and invokes function for each element, when iteratee return false, will break the for each loop.</p>
+
+<b>Signature:</b>
+
+```go
+func (s Set[T]) EachWithBreak(iteratee func(item T) bool)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.NewSet(1, 2, 3, 4, 5)
+
+    var sum int
+
+    s.EachWithBreak(func(n int) bool {
+        if n > 3 {
+            return false
+        }
+        sum += n
+        return true
+    })
+
+    fmt.Println(sum) //6
+}
+```

 ### <span id="IsEmpty">IsEmpty</span>
+
 <p>Check if the set is empty or not</p>

 <b>Signature:</b>
@@ -437,6 +476,7 @@ func main() {
 ```go
 func (s Set[T]) IsEmpty() bool
 ```
+
 <b>Example:</b>

 ```go
@@ -456,9 +496,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Union">Union</span>
+
 <p>Create a new set contain all element of set s and other</p>

 <b>Signature:</b>
@@ -466,6 +505,7 @@ func main() {
 ```go
 func (s Set[T]) Union(other Set[T]) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -485,9 +525,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Intersection">Intersection</span>
+
 <p>Create a new set whose element both be contained in set s and other</p>

 <b>Signature:</b>
@@ -495,6 +534,7 @@ func main() {
 ```go
 func (s Set[T]) Intersection(other Set[T]) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -514,11 +554,8 @@ func main() {
 }
 ```

-
-
-
-
 ### <span id="SymmetricDifference">SymmetricDifference</span>
+
 <p>Create a new set whose element is in set1 or set2, but not in both set1 and set2</p>

 <b>Signature:</b>
@@ -526,6 +563,7 @@ func main() {
 ```go
 func (s Set[T]) SymmetricDifference(other Set[T]) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -538,18 +576,15 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set1.SymmetricDifference(set2)
+    set2 := set.NewSet(2, 3, 4, 5)
+    set3 := set1.SymmetricDifference(set2)

    fmt.Println(set3.Values()) //1,4,5
 }
 ```

-
-
-
-
 ### <span id="Minus">Minus</span>
+
 <p>Create an set of whose element in origin set but not in compared set</p>

 <b>Signature:</b>
@@ -557,6 +592,7 @@ func main() {
 ```go
 func (s Set[T]) Minus(comparedSet Set[T]) Set[T]
 ```
+
 <b>Example:</b>

 ```go
@@ -569,8 +605,8 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set.NewSet(2, 3)
+    set2 := set.NewSet(2, 3, 4, 5)
+    set3 := set.NewSet(2, 3)

    res1 := set1.Minus(set2)
    fmt.Println(res1.Values()) //1
@@ -580,5 +616,35 @@ func main() {
 }
 ```

+### <span id="Pop">Pop</span>

+<p>Delete the top element of set then return it, if set is empty, return nil-value of T and false.</p>

+<b>Signature:</b>
+
+```go
+func (s Set[T]) Pop() (v T, ok bool)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.NewSet[int]()
+    s.Add(1)
+    s.Add(2)
+    s.Add(3)
+
+    val, ok = s.Pop()
+
+    fmt.Println(val) // 3
+    fmt.Println(ok) // true
+}
+```
--- a/docs/datastructure/set_zh-CN.md
+++ b/docs/datastructure/set_zh-CN.md
@@ -1,16 +1,17 @@
 # Set
-Set集合数据结构，类似列表。Set中元素不重复。
+
+Set 集合数据结构，类似列表。Set 中元素不重复。

 <div STYLE="page-break-after: always;"></div>

 ## 源码

- [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)
-
+-   [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)

 <div STYLE="page-break-after: always;"></div>

 ## 用法
+
 ```go
 import (
    set "github.com/duke-git/lancet/v2/datastructure/set"
@@ -21,32 +22,31 @@ import (

 ## 目录

- [NewSet](#NewSet)
- [NewSetFromSlice](#NewSetFromSlice)
- [Values](#Values)
- [Add](#Add)
- [AddIfNotExist](#AddIfNotExist)
- [AddIfNotExistBy](#AddIfNotExistBy)
- [Delete](#Delete)
- [Contain](#Contain)
- [ContainAll](#ContainAll)
- [Clone](#Clone)
- [Size](#Size)
- [Equal](#Equal)
- [Iterate](#Iterate)
- [IsEmpty](#IsEmpty)
- [Union](#Union)
- [Intersection](#Intersection)
- [SymmetricDifference](#SymmetricDifference)
- [Minus](#Minus)
-
-
+-   [NewSet](#NewSet)
+-   [NewSetFromSlice](#NewSetFromSlice)
+-   [Values](#Values)
+-   [Add](#Add)
+-   [AddIfNotExist](#AddIfNotExist)
+-   [AddIfNotExistBy](#AddIfNotExistBy)
+-   [Delete](#Delete)
+-   [Contain](#Contain)
+-   [ContainAll](#ContainAll)
+-   [Clone](#Clone)
+-   [Size](#Size)
+-   [Equal](#Equal)
+-   [Iterate](#Iterate)
+-   [IsEmpty](#IsEmpty)
+-   [Union](#Union)
+-   [Intersection](#Intersection)
+-   [SymmetricDifference](#SymmetricDifference)
+-   [Minus](#Minus)

 <div STYLE="page-break-after: always;"></div>

 ## 文档

 ### <span id="NewSet">NewSet</span>
+
 <p>返回Set结构体对象</p>

 <b>函数签名:</b>
@@ -55,6 +55,7 @@ import (
 type Set[T comparable] map[T]bool
 func NewSet[T comparable](items ...T) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -71,9 +72,8 @@ func main() {
 }
 ```

-
-
 ### <span id="NewSetFromSlice">NewSetFromSlice</span>
+
 <p>基于切片创建集合</p>

 <b>函数签名:</b>
@@ -81,6 +81,7 @@ func main() {
 ```go
 func NewSetFromSlice[T comparable](items []T) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -97,9 +98,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Values">Values</span>
+
 <p>获取集合中所有元素的切片</p>

 <b>函数签名:</b>
@@ -107,6 +107,7 @@ func main() {
 ```go
 func (s Set[T]) Values() []T
 ```
+
 <b>示例:</b>

 ```go
@@ -123,10 +124,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="Add">Add</span>
+
 <p>向集合中添加元素</p>

 <b>函数签名:</b>
@@ -134,6 +133,7 @@ func main() {
 ```go
 func (s Set[T]) Add(items ...T)
 ```
+
 <b>示例:</b>

 ```go
@@ -152,8 +152,8 @@ func main() {
 }
 ```

-
 ### <span id="AddIfNotExist">AddIfNotExist</span>
+
 <p>如果集合中不存在元素，则添加该元素返回true, 如果集合中存在元素, 不做任何操作，返回false</p>

 <b>函数签名:</b>
@@ -161,6 +161,7 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExist(item T) bool
 ```
+
 <b>示例:</b>

 ```go
@@ -176,7 +177,7 @@ func main() {
    st.Add(1, 2, 3)

    r1 := st.AddIfNotExist(1)
-	r2 := st.AddIfNotExist(4)
+    r2 := st.AddIfNotExist(4)

    fmt.Println(r1) // false
    fmt.Println(r2) // true
@@ -184,8 +185,8 @@ func main() {
 }
 ```

-
 ### <span id="AddIfNotExistBy">AddIfNotExistBy</span>
+
 <p>根据checker函数判断元素是否在集合中，如果集合中不存在元素且checker返回true，则添加该元素返回true, 否则不做任何操作，返回false</p>

 <b>函数签名:</b>
@@ -193,6 +194,7 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExistBy(item T, checker func(element T) bool) bool
 ```
+
 <b>示例:</b>

 ```go
@@ -207,24 +209,23 @@ func main() {
    st := set.NewSet[int]()
    st.Add(1, 2)

-	ok := st.AddIfNotExistBy(3, func(val int) bool {
-		return val%2 != 0
-	})
+    ok := st.AddIfNotExistBy(3, func(val int) bool {
+        return val%2 != 0
+    })
    fmt.Println(ok) // true


-	notOk := st.AddIfNotExistBy(4, func(val int) bool {
-		return val%2 != 0
-	})
+    notOk := st.AddIfNotExistBy(4, func(val int) bool {
+        return val%2 != 0
+    })
    fmt.Println(notOk) // false
-    
+
    fmt.Println(st.Values()) // 1, 2, 3
 }
 ```

-
-
 ### <span id="Delete">Delete</span>
+
 <p>删除集合中元素</p>

 <b>函数签名:</b>
@@ -232,6 +233,7 @@ func main() {
 ```go
 func (s Set[T]) Delete(items ...T)
 ```
+
 <b>示例:</b>

 ```go
@@ -251,9 +253,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Contain">Contain</span>
+
 <p>判断集合是否包含某个值</p>

 <b>函数签名:</b>
@@ -261,6 +262,7 @@ func main() {
 ```go
 func (s Set[T]) Contain(item T) bool
 ```
+
 <b>示例:</b>

 ```go
@@ -280,10 +282,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="ContainAll">ContainAll</span>
+
 <p>判断集合是否包含另一个集合</p>

 <b>函数签名:</b>
@@ -291,6 +291,7 @@ func main() {
 ```go
 func (s Set[T]) ContainAll(other Set[T]) bool
 ```
+
 <b>示例:</b>

 ```go
@@ -303,17 +304,16 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(1, 2)
-	set3 := set.NewSet(1, 2, 3, 4)
+    set2 := set.NewSet(1, 2)
+    set3 := set.NewSet(1, 2, 3, 4)

    fmt.Println(set1.ContainAll(set2)) //true
    fmt.Println(set1.ContainAll(set3)) //false
 }
 ```

-
-
 ### <span id="Size">Size</span>
+
 <p>获取集合中元素的个数</p>

 <b>函数签名:</b>
@@ -321,6 +321,7 @@ func main() {
 ```go
 func (s Set[T]) Size() int
 ```
+
 <b>示例:</b>

 ```go
@@ -338,9 +339,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Clone">Clone</span>
+
 <p>克隆一个集合</p>

 <b>函数签名:</b>
@@ -348,6 +348,7 @@ func main() {
 ```go
 func (s Set[T]) Clone() Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -367,10 +368,8 @@ func main() {
 }
 ```

-
-
-
 ### <span id="Equal">Equal</span>
+
 <p>比较两个集合是否相等，包含相同元素为相等</p>

 <b>函数签名:</b>
@@ -378,6 +377,7 @@ func main() {
 ```go
 func (s Set[T]) Equal(other Set[T]) bool
 ```
+
 <b>示例:</b>

 ```go
@@ -398,9 +398,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Iterate">Iterate</span>
+
 <p>迭代结合，在每个元素上调用函数</p>

 <b>函数签名:</b>
@@ -408,6 +407,7 @@ func main() {
 ```go
 func (s Set[T]) Iterate(fn func(item T))
 ```
+
 <b>示例:</b>

 ```go
@@ -429,9 +429,45 @@ func main() {
 }
 ```

+### <span id="EachWithBreak">EachWithBreak</span>

+<p>遍历集合的元素并为每个元素调用iteratee函数，当iteratee函数返回false时，终止遍历。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) EachWithBreak(iteratee func(item T) bool)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.NewSet(1, 2, 3, 4, 5)
+
+    var sum int
+
+    s.EachWithBreak(func(n int) bool {
+        if n > 3 {
+            return false
+        }
+        sum += n
+        return true
+    })
+
+    fmt.Println(sum) //6
+}
+```

 ### <span id="IsEmpty">IsEmpty</span>
+
 <p>判断集合是否为空</p>

 <b>函数签名:</b>
@@ -439,6 +475,7 @@ func main() {
 ```go
 func (s Set[T]) IsEmpty() bool
 ```
+
 <b>示例:</b>

 ```go
@@ -458,9 +495,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Union">Union</span>
+
 <p>求两个集合的并集</p>

 <b>函数签名:</b>
@@ -468,6 +504,7 @@ func main() {
 ```go
 func (s Set[T]) Union(other Set[T]) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -487,9 +524,8 @@ func main() {
 }
 ```

-
-
 ### <span id="Intersection">Intersection</span>
+
 <p>求两个集合的交集</p>

 <b>函数签名:</b>
@@ -497,6 +533,7 @@ func main() {
 ```go
 func (s Set[T]) Intersection(other Set[T]) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -516,8 +553,8 @@ func main() {
 }
 ```

-
 ### <span id="SymmetricDifference">SymmetricDifference</span>
+
 <p>返回一个集合，其中元素在第一个集合或第二个集合中，且不同时存在于两个集合中</p>

 <b>函数签名:</b>
@@ -525,6 +562,7 @@ func main() {
 ```go
 func (s Set[T]) SymmetricDifference(other Set[T]) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -537,18 +575,15 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set1.SymmetricDifference(set2)
+    set2 := set.NewSet(2, 3, 4, 5)
+    set3 := set1.SymmetricDifference(set2)

    fmt.Println(set3.Values()) //1,4,5
 }
 ```

-
-
-
-
 ### <span id="Minus">Minus</span>
+
 <p>创建一个集合，其元素在原始集中但不在比较集中</p>

 <b>函数签名:</b>
@@ -556,6 +591,7 @@ func main() {
 ```go
 func (s Set[T]) Minus(comparedSet Set[T]) Set[T]
 ```
+
 <b>示例:</b>

 ```go
@@ -568,8 +604,8 @@ import (

 func main() {
    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set.NewSet(2, 3)
+    set2 := set.NewSet(2, 3, 4, 5)
+    set3 := set.NewSet(2, 3)

    res1 := set1.Minus(set2)
    fmt.Println(res1.Values()) //1
@@ -579,5 +615,35 @@ func main() {
 }
 ```

+### <span id="Pop">Pop</span>

+<p>删除并返回集合中的顶部元素</p>

+<b>函数签名:</b>
+
+```go
+func (s Set[T]) Pop() (v T, ok bool)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.NewSet[int]()
+    s.Add(1)
+    s.Add(2)
+    s.Add(3)
+
+    val, ok = s.Pop()
+
+    fmt.Println(val) // 3
+    fmt.Println(ok) // true
+}
+```
--- a/docs/fileutil.md
+++ b/docs/fileutil.md
@@ -26,6 +26,7 @@ import (
 -   [CreateFile](#CreateFile)
 -   [CreateDir](#CreateDir)
 -   [CopyFile](#CopyFile)
+-   [CurrentPath](#CurrentPath)
 -   [FileMode](#FileMode)
 -   [MiMeType](#MiMeType)
 -   [IsExist](#IsExist)
@@ -151,6 +152,32 @@ func main() {
 }
 ```

+### <span id="CurrentPath">CurrentPath</span>
+
+<p>return current absolute path.</p>
+
+<b>Signature:</b>
+
+```go
+func CurrentPath() string
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    absPath := CurrentPath()
+    fmt.Println(absPath)
+}
+```
+
 ### <span id="FileMode">FileMode</span>

 <p>Return file mode infomation.</p>
--- a/docs/fileutil_zh-CN.md
+++ b/docs/fileutil_zh-CN.md
@@ -26,6 +26,7 @@ import (
 -   [CreateFile](#CreateFile)
 -   [CreateDir](#CreateDir)
 -   [CopyFile](#CopyFile)
+-   [CurrentPath](#CurrentPath)
 -   [FileMode](#FileMode)
 -   [MiMeType](#MiMeType)
 -   [IsExist](#IsExist)
@@ -150,6 +151,32 @@ func main() {
 }
 ```

+### <span id="CurrentPath">CurrentPath</span>
+
+<p>返回当前位置的绝对路径。</p>
+
+<b>函数签名:</b>
+
+```go
+func CurrentPath() string
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    absPath := CurrentPath()
+    fmt.Println(absPath)
+}
+```
+
 ### <span id="FileMode">FileMode</span>

 <p>获取文件mode信息</p>
--- a/docs/formatter.md
+++ b/docs/formatter.md
@@ -7,6 +7,7 @@ formatter contains some functions for data formatting.
 ## Source:

 -   [https://github.com/duke-git/lancet/blob/main/formatter/formatter.go](https://github.com/duke-git/lancet/blob/main/formatter/formatter.go)
+-   [https://github.com/duke-git/lancet/blob/main/formatter/byte.go](https://github.com/duke-git/lancet/blob/main/formatter/byte.go)

 <div STYLE="page-break-after: always;"></div>

@@ -23,6 +24,12 @@ import (
 ## Index

 -   [Comma](#Comma)
+-   [Pretty](#Pretty)
+-   [PrettyToWriter](#PrettyToWriter)
+-   [DecimalBytes](#DecimalBytes)
+-   [BinaryBytes](#BinaryBytes)
+-   [ParseDecimalBytes](#ParseDecimalBytes)
+-   [ParseBinaryBytes](#ParseBinaryBytes)

 <div STYLE="page-break-after: always;"></div>

@@ -63,3 +70,241 @@ func main() {
    // ￥1,234,567
 }
 ```
+
+### <span id="Pretty">Pretty</span>
+
+<p>Pretty data to JSON string.</p>
+
+<b>Signature:</b>
+
+```go
+func Pretty(v any) (string, error)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.Pretty([]string{"a", "b", "c"})
+    result2, _ := formatter.Pretty(map[string]int{"a": 1})
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // [
+    //     "a",
+    //     "b",
+    //     "c"
+    // ]
+    // {
+    //     "a": 1
+    // }
+}
+```
+
+### <span id="PrettyToWriter">PrettyToWriter</span>
+
+<p>Pretty encode data to writer.</p>
+
+<b>Signature:</b>
+
+```go
+func PrettyToWriter(v any, out io.Writer) error
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    type User struct {
+        Name string `json:"name"`
+        Aage uint   `json:"age"`
+    }
+    user := User{Name: "King", Aage: 10000}
+
+    buf := &bytes.Buffer{}
+    err := formatter.PrettyToWriter(user, buf)
+
+    fmt.Println(buf)
+    fmt.Println(err)
+
+    // Output:
+    // {
+    //     "name": "King",
+    //     "age": 10000
+    // }
+    //
+    // <nil>
+}
+```
+
+### <span id="DecimalBytes">DecimalBytes</span>
+
+<p>Returns a human readable byte size under decimal standard (base 1000). The precision parameter specifies the number of digits after the decimal point, which is 4 for default.</p>
+
+<b>Signature:</b>
+
+```go
+func DecimalBytes(size float64, precision ...int) string
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.DecimalBytes(1000)
+    result2 := formatter.DecimalBytes(1024)
+    result3 := formatter.DecimalBytes(1234567)
+    result4 := formatter.DecimalBytes(1234567, 3)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KB
+    // 1.024KB
+    // 1.2346MB
+    // 1.235MB
+}
+```
+
+### <span id="BinaryBytes">BinaryBytes</span>
+
+<p>Returns a human readable byte size under binary standard (base 1024). The precision parameter specifies the number of digits after the decimal point, which is 4 for default.</p>
+
+<b>Signature:</b>
+
+```go
+func BinaryBytes(size float64, precision ...int) string
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.BinaryBytes(1024)
+    result2 := formatter.BinaryBytes(1024 * 1024)
+    result3 := formatter.BinaryBytes(1234567)
+    result4 := formatter.BinaryBytes(1234567, 2)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KiB
+    // 1MiB
+    // 1.1774MiB
+    // 1.18MiB
+}
+```
+
+### <span id="ParseDecimalBytes">ParseDecimalBytes</span>
+
+<p>Returns the human readable bytes size string into the amount it represents(base 1000).</p>
+
+<b>Signature:</b>
+
+```go
+func ParseDecimalBytes(size string) (uint64, error)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseDecimalBytes("12")
+    result2, _ := formatter.ParseDecimalBytes("12k")
+    result3, _ := formatter.ParseDecimalBytes("12 Kb")
+    result4, _ := formatter.ParseDecimalBytes("12.2 kb")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12000
+    // 12000
+    // 12200
+}
+```
+
+### <span id="ParseBinaryBytes">ParseBinaryBytes</span>
+
+<p>Returns the human readable bytes size string into the amount it represents(base 1024).</p>
+
+<b>Signature:</b>
+
+```go
+func ParseBinaryBytes(size string) (uint64, error)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseBinaryBytes("12")
+    result2, _ := formatter.ParseBinaryBytes("12ki")
+    result3, _ := formatter.ParseBinaryBytes("12 KiB")
+    result4, _ := formatter.ParseBinaryBytes("12.2 kib")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12288
+    // 12288
+    // 12492
+}
+```
--- a/docs/formatter_zh-CN.md
+++ b/docs/formatter_zh-CN.md
@@ -7,6 +7,7 @@ formatter 格式化器包含一些数据格式化处理方法。
 ## 源码:

 -   [https://github.com/duke-git/lancet/blob/main/formatter/formatter.go](https://github.com/duke-git/lancet/blob/main/formatter/formatter.go)
+-   [https://github.com/duke-git/lancet/blob/main/formatter/byte.go](https://github.com/duke-git/lancet/blob/main/formatter/byte.go)

 <div STYLE="page-break-after: always;"></div>

@@ -23,6 +24,12 @@ import (
 ## 目录

 -   [Comma](#Comma)
+-   [Pretty](#Pretty)
+-   [PrettyToWriter](#PrettyToWriter)
+-   [DecimalBytes](#DecimalBytes)
+-   [BinaryBytes](#BinaryBytes)
+-   [ParseDecimalBytes](#ParseDecimalBytes)
+-   [ParseBinaryBytes](#ParseBinaryBytes)

 <div STYLE="page-break-after: always;"></div>

@@ -63,3 +70,241 @@ func main() {
    // ￥1,234,567
 }
 ```
+
+### <span id="Pretty">Pretty</span>
+
+<p>返回pretty JSON字符串.</p>
+
+<b>函数签名:</b>
+
+```go
+func Pretty(v any) (string, error)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.Pretty([]string{"a", "b", "c"})
+    result2, _ := formatter.Pretty(map[string]int{"a": 1})
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // [
+    //     "a",
+    //     "b",
+    //     "c"
+    // ]
+    // {
+    //     "a": 1
+    // }
+}
+```
+
+### <span id="PrettyToWriter">PrettyToWriter</span>
+
+<p>Pretty encode数据到writer。</p>
+
+<b>函数签名:</b>
+
+```go
+func PrettyToWriter(v any, out io.Writer) error
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    type User struct {
+        Name string `json:"name"`
+        Aage uint   `json:"age"`
+    }
+    user := User{Name: "King", Aage: 10000}
+
+    buf := &bytes.Buffer{}
+    err := formatter.PrettyToWriter(user, buf)
+
+    fmt.Println(buf)
+    fmt.Println(err)
+
+    // Output:
+    // {
+    //     "name": "King",
+    //     "age": 10000
+    // }
+    //
+    // <nil>
+}
+```
+
+### <span id="DecimalBytes">DecimalBytes</span>
+
+<p>返回十进制标准（以1000为基数）下的可读字节单位字符串。precision参数指定小数点后的位数，默认为4。</p>
+
+<b>函数签名:</b>
+
+```go
+func DecimalBytes(size float64, precision ...int) string
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.DecimalBytes(1000)
+    result2 := formatter.DecimalBytes(1024)
+    result3 := formatter.DecimalBytes(1234567)
+    result4 := formatter.DecimalBytes(1234567, 3)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KB
+    // 1.024KB
+    // 1.2346MB
+    // 1.235MB
+}
+```
+
+### <span id="BinaryBytes">BinaryBytes</span>
+
+<p>返回binary标准（以1024为基数）下的可读字节单位字符串。precision参数指定小数点后的位数，默认为4。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinaryBytes(size float64, precision ...int) string
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.BinaryBytes(1024)
+    result2 := formatter.BinaryBytes(1024 * 1024)
+    result3 := formatter.BinaryBytes(1234567)
+    result4 := formatter.BinaryBytes(1234567, 2)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KiB
+    // 1MiB
+    // 1.1774MiB
+    // 1.18MiB
+}
+```
+
+### <span id="ParseDecimalBytes">ParseDecimalBytes</span>
+
+<p>将字节单位字符串转换成其所表示的字节数（以1000为基数）。</p>
+
+<b>函数签名:</b>
+
+```go
+func ParseDecimalBytes(size string) (uint64, error)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseDecimalBytes("12")
+    result2, _ := formatter.ParseDecimalBytes("12k")
+    result3, _ := formatter.ParseDecimalBytes("12 Kb")
+    result4, _ := formatter.ParseDecimalBytes("12.2 kb")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12000
+    // 12000
+    // 12200
+}
+```
+
+### <span id="ParseBinaryBytes">ParseBinaryBytes</span>
+
+<p>将字节单位字符串转换成其所表示的字节数（以1024为基数）。</p>
+
+<b>函数签名:</b>
+
+```go
+func ParseBinaryBytes(size string) (uint64, error)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseBinaryBytes("12")
+    result2, _ := formatter.ParseBinaryBytes("12ki")
+    result3, _ := formatter.ParseBinaryBytes("12 KiB")
+    result4, _ := formatter.ParseBinaryBytes("12.2 kib")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12288
+    // 12288
+    // 12492
+}
+```
--- a/docs/function.md
+++ b/docs/function.md
@@ -29,6 +29,7 @@ import (
 -   [Compose](#Compose)
 -   [Debounced](#Debounced)
 -   [Delay](#Delay)
+-   [Schedule](#Schedule)
 -   [Pipeline](#Pipeline)
 -   [Watcher](#Watcher)

--- a/docs/function_zh-CN.md
+++ b/docs/function_zh-CN.md
@@ -29,6 +29,7 @@ import (
 -   [Compose](#Compose)
 -   [Debounced](#Debounced)
 -   [Delay](#Delay)
+-   [Schedule](#Schedule)
 -   [Pipeline](#Pipeline)
 -   [Watcher](#Watcher)

@@ -206,7 +207,7 @@ import (

 func main() {
    count := 0
-    
+
    add := func() {
        count++
    }
--- a/docs/maputil.md
+++ b/docs/maputil.md
@@ -22,19 +22,90 @@ import (

 ## Index

+-   [MapTo](#MapTo)
 -   [ForEach](#ForEach)
 -   [Filter](#Filter)
+-   [FilterByKeys](#FilterByKeys)
+-   [FilterByValues](#FilterByValues)
+-   [OmitBy](#OmitBy)
+-   [OmitByKeys](#OmitByKeys)
+-   [OmitByValues](#OmitByValues)
 -   [Intersect](#Intersect)
 -   [Keys](#Keys)
+-   [Values](#Values)
+-   [KeysBy](#KeysBy)
+-   [ValuesBy](#ValuesBy)
+-   [MapKeys](#MapKeys)
+-   [MapValues](#MapValues)
+-   [Entries](#Entries)
+-   [FromEntries](#FromEntries)
+-   [Transform](#Transform)
 -   [Merge](#Merge)
 -   [Minus](#Minus)
-   [Values](#Values)
 -   [IsDisjoint](#IsDisjoint)

 <div STYLE="page-break-after: always;"></div>

 ## Documentation

+
+### <span id="MapTo">MapTo</span>
+
+<p>Rry to map any interface to struct or base type.</p>
+
+<b>Signature:</b>
+
+```go
+func MapTo(src any, dst any) error
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    type (
+        Person struct {
+            Name  string  `json:"name"`
+            Age   int     `json:"age"`
+            Phone string  `json:"phone"`
+            Addr  Address `json:"address"`
+        }
+
+        Address struct {
+            Street string `json:"street"`
+            Number int    `json:"number"`
+        }
+    )
+
+    personInfo := map[string]interface{}{
+        "name":  "Nothin",
+        "age":   28,
+        "phone": "123456789",
+        "address": map[string]interface{}{
+            "street": "test",
+            "number": 1,
+        },
+    }
+
+    var p Person
+    err := MapTo(personInfo, &p)
+
+    fmt.Println(err)
+    fmt.Println(p)
+
+    // Output:
+    // <nil>
+    // {Nothin 28 123456789 {test 1}}
+}
+```
+
 ### <span id="ForEach">ForEach</span>

 <p>Executes iteratee funcation for every key and value pair in map.</p>
@@ -111,7 +182,7 @@ func main() {
    maputil.Filter(m, func(_ string, value int) {
        sum += value
    })
-    
+
    result := maputil.Filter(m, isEven)

    fmt.Println(result)
@@ -121,6 +192,199 @@ func main() {
 }
 ```

+### <span id="FilterByKeys">FilterByKeys</span>
+
+<p>Iterates over map, return a new map whose keys are all given keys.</p>
+
+<b>Signature:</b>
+
+```go
+func FilterByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.FilterByKeys(m, []string{"a", "b"})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2]
+}
+```
+
+### <span id="FilterByValues">FilterByValues</span>
+
+<p>Iterates over map, return a new map whose values are all given values.</p>
+
+<b>Signature:</b>
+
+```go
+func FilterByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.FilterByValues(m, []int{3, 4})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[c:3 d:4]
+}
+```
+
+### <span id="OmitBy">OmitBy</span>
+
+<p>OmitBy is the opposite of Filter, removes all the map elements for which the predicate function returns true.</p>
+
+<b>Signature:</b>
+
+```go
+func OmitBy[K comparable, V any](m map[K]V, predicate func(key K, value V) bool) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+    isEven := func(_ string, value int) bool {
+        return value%2 == 0
+    }
+
+    result := maputil.OmitBy(m, isEven)
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 c:3 e:5]
+}
+```
+
+### <span id="OmitByKeys">OmitByKeys</span>
+
+<p>The opposite of FilterByKeys, extracts all the map elements which keys are not omitted.</p>
+
+<b>Signature:</b>
+
+```go
+func OmitByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.OmitByKeys(m, []string{"a", "b"})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[c:3 d:4 e:5]
+}
+```
+
+### <span id="OmitByValues">OmitByValues</span>
+
+<p>The opposite of FilterByValues. remov all elements whose value are in the give slice.</p>
+
+<b>Signature:</b>
+
+```go
+func OmitByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.OmitByValues(m, []int{4, 5})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
 ### <span id="Intersect">Intersect</span>

 <p>Iterates over maps, return a new map of key and value pairs in all given maps.</p>
@@ -193,6 +457,7 @@ package main

 import (
    "fmt"
+    "sort"
    "github.com/duke-git/lancet/v2/maputil"
 )

@@ -207,7 +472,7 @@ func main() {

    keys := maputil.Keys(m)
    sort.Ints(keys)
-    
+
    fmt.Println(keys)

    // Output:
@@ -286,7 +551,7 @@ func main() {
        "b": 22,
        "d": 33,
    }
-    
+
    result := maputil.Minus(m1, m2)

    fmt.Println(result)
@@ -313,6 +578,7 @@ package main

 import (
    "fmt"
+    "sort"
    "github.com/duke-git/lancet/v2/maputil"
 )

@@ -335,6 +601,296 @@ func main() {
 }
 ```

+### <span id="KeysBy">KeysBy</span>
+
+<p>Creates a slice whose element is the result of function mapper invoked by every map's key.</p>
+
+<b>Signature:</b>
+
+```go
+func KeysBy[K comparable, V any, T any](m map[K]V, mapper func(item K) T) []T
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "a",
+        3: "b",
+    }
+
+    keys := maputil.KeysBy(m, func(n int) int {
+        return n + 1
+    })
+
+    sort.Ints(keys)
+
+    fmt.Println(keys)
+
+    // Output:
+    // [2 3 4]
+}
+```
+
+### <span id="ValuesBy">ValuesBy</span>
+
+<p>Creates a slice whose element is the result of function mapper invoked by every map's value.</p>
+
+<b>Signature:</b>
+
+```go
+func ValuesBy[K comparable, V any, T any](m map[K]V, mapper func(item V) T) []T
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+    values := maputil.ValuesBy(m, func(v string) string {
+        switch v {
+        case "a":
+            return "a-1"
+        case "b":
+            return "b-2"
+        case "c":
+            return "c-3"
+        default:
+            return ""
+        }
+    })
+
+    sort.Strings(values)
+
+    fmt.Println(values)
+
+    // Output:
+    // [a-1 b-2 c-3]
+}
+```
+
+### <span id="MapKeys">MapKeys</span>
+
+<p>Transforms a map to other type map by manipulating it's keys.</p>
+
+<b>Signature:</b>
+
+```go
+func MapKeys[K comparable, V any, T comparable](m map[K]V, iteratee func(key K, value V) T) map[T]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+
+    result := maputil.MapKeys(m, func(k int, _ string) string {
+        return strconv.Itoa(k)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[1:a 2:b 3:c]
+}
+```
+
+### <span id="MapValues">MapValues</span>
+
+<p>Transforms a map to other type map by manipulating it's values.</p>
+
+<b>Signature:</b>
+
+```go
+func MapValues[K comparable, V any, T any](m map[K]V, iteratee func(key K, value V) T) map[K]T
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+
+    result := maputil.MapValues(m, func(k int, v string) string {
+        return v + strconv.Itoa(k)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[1:a1 2:b2 3:c3]
+}
+```
+
+### <span id="Entry">Entry</span>
+
+<p>Transforms a map into array of key/value pairs.</p>
+
+<b>Signature:</b>
+
+```go
+type Entry[K comparable, V any] struct {
+    Key   K
+    Value V
+}
+func Entries[K comparable, V any](m map[K]V) []Entry[K, V]
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+    }
+
+    result := maputil.Entries(m)
+
+    sort.Slice(result, func(i, j int) bool {
+        return result[i].Value < result[j].Value
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // [{a 1} {b 2} {c 3}]
+}
+```
+
+### <span id="FromEntries">FromEntries</span>
+
+<p>Creates a map based on a slice of key/value pairs.</p>
+
+<b>Signature:</b>
+
+```go
+type Entry[K comparable, V any] struct {
+    Key   K
+    Value V
+}
+func FromEntries[K comparable, V any](entries []Entry[K, V]) map[K]V
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    result := maputil.FromEntries([]Entry[string, int]{
+        {Key: "a", Value: 1},
+        {Key: "b", Value: 2},
+        {Key: "c", Value: 3},
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
+### <span id="Transform">Transform</span>
+
+<p>Transform a map to another type map.</p>
+
+<b>Signature:</b>
+
+```go
+func Transform[K1 comparable, V1 any, K2 comparable, V2 any](m map[K1]V1, iteratee func(key K1, value V1) (K2, V2)) map[K2]V2
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+    }
+
+    result := Transform(m, func(k string, v int) (string, string) {
+        return k, strconv.Itoa(v)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
 ### <span id="IsDisjoint">IsDisjoint</span>

 <p>Checks two maps are disjoint if they have no keys in common</p>
--- a/docs/maputil_zh-CN.md
+++ b/docs/maputil_zh-CN.md
@@ -22,19 +22,89 @@ import (

 ## 目录:

+-   [MapTo](#MapTo)
 -   [ForEach](#ForEach)
 -   [Filter](#Filter)
+-   [FilterByKeys](#FilterByKeys)
+-   [FilterByValues](#FilterByValues)
+-   [OmitBy](#OmitBy)
+-   [OmitByKeys](#OmitByKeys)
+-   [OmitByValues](#OmitByValues)
 -   [Intersect](#Intersect)
 -   [Keys](#Keys)
+-   [Values](#Values)
+-   [KeysBy](#KeysBy)
+-   [ValuesBy](#ValuesBy)
+-   [MapKeys](#MapKeys)
+-   [MapValues](#MapValues)
+-   [Entries](#Entries)
+-   [FromEntries](#FromEntries)
+-   [Transform](#Transform)
 -   [Merge](#Merge)
 -   [Minus](#Minus)
-   [Values](#Values)
 -   [IsDisjoint](#IsDisjoint)

 <div STYLE="page-break-after: always;"></div>

 ## API 文档:

+### <span id="MapTo">MapTo</span>
+
+<p>快速将map或者其他类型映射到结构体或者指定类型。</p>
+
+<b>函数签名:</b>
+
+```go
+func MapTo(src any, dst any) error
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    type (
+        Person struct {
+            Name  string  `json:"name"`
+            Age   int     `json:"age"`
+            Phone string  `json:"phone"`
+            Addr  Address `json:"address"`
+        }
+
+        Address struct {
+            Street string `json:"street"`
+            Number int    `json:"number"`
+        }
+    )
+
+    personInfo := map[string]interface{}{
+        "name":  "Nothin",
+        "age":   28,
+        "phone": "123456789",
+        "address": map[string]interface{}{
+            "street": "test",
+            "number": 1,
+        },
+    }
+
+    var p Person
+    err := MapTo(personInfo, &p)
+
+    fmt.Println(err)
+    fmt.Println(p)
+
+    // Output:
+    // <nil>
+    // {Nothin 28 123456789 {test 1}}
+}
+```
+
 ### <span id="ForEach">ForEach</span>

 <p>对map中的每对key和value执行iteratee函数</p>
@@ -68,7 +138,7 @@ func main() {
    maputil.ForEach(m, func(_ string, value int) {
        sum += value
    })
-    
+
    fmt.Println(sum)

    // Output:
@@ -78,7 +148,7 @@ func main() {

 ### <span id="Filter">Filter</span>

-<p>迭代map中的每对key和value, 返回符合predicate函数的key, value</p>
+<p>迭代map中的每对key和value, 返回符合predicate函数的key, value。</p>

 <b>函数签名:</b>

@@ -111,7 +181,7 @@ func main() {
    maputil.Filter(m, func(_ string, value int) {
        sum += value
    })
-    
+
    result := Filter(m, isEven)

    fmt.Println(result)
@@ -121,6 +191,199 @@ func main() {
 }
 ```

+### <span id="FilterByKeys">FilterByKeys</span>
+
+<p>迭代map, 返回一个新map，其key都是给定的key值。</p>
+
+<b>函数签名:</b>
+
+```go
+func FilterByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.FilterByKeys(m, []string{"a", "b"})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2]
+}
+```
+
+### <span id="FilterByValues">FilterByValues</span>
+
+<p>迭代map, 返回一个新map，其value都是给定的value值。</p>
+
+<b>函数签名:</b>
+
+```go
+func FilterByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.FilterByValues(m, []int{3, 4})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[c:3 d:4]
+}
+```
+
+### <span id="OmitBy">OmitBy</span>
+
+<p>Filter的反向操作, 迭代map中的每对key和value, 删除符合predicate函数的key, value, 返回新map。</p>
+
+<b>函数签名:</b>
+
+```go
+func OmitBy[K comparable, V any](m map[K]V, predicate func(key K, value V) bool) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+    isEven := func(_ string, value int) bool {
+        return value%2 == 0
+    }
+
+    result := maputil.OmitBy(m, isEven)
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 c:3 e:5]
+}
+```
+
+### <span id="OmitByKeys">OmitByKeys</span>
+
+<p>FilterByKeys的反向操作, 迭代map, 返回一个新map，其key不包括给定的key值。</p>
+
+<b>函数签名:</b>
+
+```go
+func OmitByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.OmitByKeys(m, []string{"a", "b"})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[c:3 d:4 e:5]
+}
+```
+
+### <span id="OmitByValues">OmitByValues</span>
+
+<p>FilterByValues的反向操作, 迭代map, 返回一个新map，其value不包括给定的value值。</p>
+
+<b>函数签名:</b>
+
+```go
+func OmitByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+        "d": 4,
+        "e": 5,
+    }
+
+    result := maputil.OmitByValues(m, []int{4, 5})
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
 ### <span id="Intersect">Intersect</span>

 <p>多个map的交集操作</p>
@@ -207,7 +470,7 @@ func main() {

    keys := maputil.Keys(m)
    sort.Ints(keys)
-    
+
    fmt.Println(keys)

    // Output:
@@ -244,7 +507,7 @@ func main() {
        1: "1",
        3: "2",
    }
-    
+
    result := maputil.Merge(m1, m2)

    fmt.Println(result)
@@ -333,6 +596,296 @@ func main() {
 }
 ```

+### <span id="KeysBy">KeysBy</span>
+
+<p>创建一个切片，其元素是每个map的key调用mapper函数的结果。</p>
+
+<b>函数签名:</b>
+
+```go
+func KeysBy[K comparable, V any, T any](m map[K]V, mapper func(item K) T) []T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "a",
+        3: "b",
+    }
+
+    keys := maputil.KeysBy(m, func(n int) int {
+        return n + 1
+    })
+
+    sort.Ints(keys)
+
+    fmt.Println(keys)
+
+    // Output:
+    // [2 3 4]
+}
+```
+
+### <span id="ValuesBy">ValuesBy</span>
+
+<p>创建一个切片，其元素是每个map的value调用mapper函数的结果。</p>
+
+<b>函数签名:</b>
+
+```go
+func ValuesBy[K comparable, V any, T any](m map[K]V, mapper func(item V) T) []T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+    values := maputil.ValuesBy(m, func(v string) string {
+        switch v {
+        case "a":
+            return "a-1"
+        case "b":
+            return "b-2"
+        case "c":
+            return "c-3"
+        default:
+            return ""
+        }
+    })
+
+    sort.Strings(values)
+
+    fmt.Println(values)
+
+    // Output:
+    // [a-1 b-2 c-3]
+}
+```
+
+### <span id="MapKeys">MapKeys</span>
+
+<p>操作map的每个key，然后转为新的map。</p>
+
+<b>函数签名:</b>
+
+```go
+func MapKeys[K comparable, V any, T comparable](m map[K]V, iteratee func(key K, value V) T) map[T]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+
+    result := maputil.MapKeys(m, func(k int, _ string) string {
+        return strconv.Itoa(k)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[1:a 2:b 3:c]
+}
+```
+
+### <span id="MapValues">MapValues</span>
+
+<p>操作map的每个value，然后转为新的map。</p>
+
+<b>函数签名:</b>
+
+```go
+func MapValues[K comparable, V any, T any](m map[K]V, iteratee func(key K, value V) T) map[K]T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[int]string{
+        1: "a",
+        2: "b",
+        3: "c",
+    }
+
+    result := maputil.MapValues(m, func(k int, v string) string {
+        return v + strconv.Itoa(k)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[1:a1 2:b2 3:c3]
+}
+```
+
+### <span id="Entry">Entry</span>
+
+<p>将map转换为键/值对切片。</p>
+
+<b>函数签名:</b>
+
+```go
+type Entry[K comparable, V any] struct {
+    Key   K
+    Value V
+}
+func Entries[K comparable, V any](m map[K]V) []Entry[K, V]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "sort"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+    }
+
+    result := maputil.Entries(m)
+
+    sort.Slice(result, func(i, j int) bool {
+        return result[i].Value < result[j].Value
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // [{a 1} {b 2} {c 3}]
+}
+```
+
+### <span id="FromEntries">FromEntries</span>
+
+<p>基于键/值对的切片创建map。</p>
+
+<b>函数签名:</b>
+
+```go
+type Entry[K comparable, V any] struct {
+    Key   K
+    Value V
+}
+func FromEntries[K comparable, V any](entries []Entry[K, V]) map[K]V
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    result := maputil.FromEntries([]Entry[string, int]{
+        {Key: "a", Value: 1},
+        {Key: "b", Value: 2},
+        {Key: "c", Value: 3},
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
+### <span id="Transform">Transform</span>
+
+<p>将map转换为其他类型的map。</p>
+
+<b>函数签名:</b>
+
+```go
+func Transform[K1 comparable, V1 any, K2 comparable, V2 any](m map[K1]V1, iteratee func(key K1, value V1) (K2, V2)) map[K2]V2
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "strconv"
+    "github.com/duke-git/lancet/v2/maputil"
+)
+
+func main() {
+    m := map[string]int{
+        "a": 1,
+        "b": 2,
+        "c": 3,
+    }
+
+    result := Transform(m, func(k string, v int) (string, string) {
+        return k, strconv.Itoa(v)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[a:1 b:2 c:3]
+}
+```
+
 ### <span id="IsDisjoint">IsDisjoint</span>

 <p>验证两个map是否具有不同的key</p>
--- a/docs/mathutil.md
+++ b/docs/mathutil.md
@@ -34,6 +34,12 @@ import (
 -   [RoundToFloat](#RoundToFloat)
 -   [RoundToString](#RoundToString)
 -   [TruncRound](#TruncRound)
+-   [Range](#Range)
+-   [RangeWithStep](#RangeWithStep)
+-   [AngleToRadian](#AngleToRadian)
+-   [RadianToAngle](#RadianToAngle)
+-   [PointDistance](#PointDistance)
+-   [IsPrime](#IsPrime)

 <div STYLE="page-break-after: always;"></div>

@@ -476,3 +482,224 @@ func main() {
    // 0.125
 }
 ```
+
+### <span id="Range">Range</span>
+
+<p>Creates a slice of numbers from start with specified count, element step is 1.</p>
+
+<b>Signature:</b>
+
+```go
+func Range[T constraints.Integer | constraints.Float](start T, count int) []T
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.Range(1, 4)
+    result2 := mathutil.Range(1, -4)
+    result3 := mathutil.Range(-4, 4)
+    result4 := mathutil.Range(1.0, 4)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // [1 2 3 4]
+    // [1 2 3 4]
+    // [-4 -3 -2 -1]
+    // [1 2 3 4]
+}
+```
+
+### <span id="RangeWithStep">RangeWithStep</span>
+
+<p>Creates a slice of numbers from start to end with specified step.</p>
+
+<b>Signature:</b>
+
+```go
+func RangeWithStep[T constraints.Integer | constraints.Float](start, end, step T) []T
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.RangeWithStep(1, 4, 1)
+    result2 := mathutil.RangeWithStep(1, -1, 0)
+    result3 := mathutil.RangeWithStep(-4, 1, 2)
+    result4 := mathutil.RangeWithStep(1.0, 4.0, 1.1)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // [1 2 3]
+    // []
+    // [-4 -2 0]
+    // [1 2.1 3.2]
+}
+```
+
+### <span id="AngleToRadian">AngleToRadian</span>
+
+<p>Converts angle value to radian value.</p>
+
+<b>Signature:</b>
+
+```go
+func AngleToRadian(angle float64) float64
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.AngleToRadian(45)
+    result2 := mathutil.AngleToRadian(90)
+    result3 := mathutil.AngleToRadian(180)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 0.7853981633974483
+    // 1.5707963267948966
+    // 3.141592653589793
+}
+```
+
+
+### <span id="RadianToAngle">RadianToAngle</span>
+
+<p>Converts radian value to angle value.</p>
+
+<b>Signature:</b>
+
+```go
+func RadianToAngle(radian float64) float64
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.RadianToAngle(math.Pi)
+    result2 := mathutil.RadianToAngle(math.Pi / 2)
+    result3 := mathutil.RadianToAngle(math.Pi / 4)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 180
+    // 90
+    // 45
+}
+```
+
+### <span id="PointDistance">PointDistance</span>
+
+<p>Caculates two points distance.</p>
+
+<b>Signature:</b>
+
+```go
+func PointDistance(x1, y1, x2, y2 float64) float64
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.PointDistance(1, 1, 4, 5)
+
+    fmt.Println(result1)
+
+    // Output:
+    // 5
+}
+```
+
+
+### <span id="IsPrime">IsPrime</span>
+
+<p>Checks if number is prime number.</p>
+
+<b>Signature:</b>
+
+```go
+func IsPrime(n int) bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.IsPrime(-1)
+	result2 := mathutil.IsPrime(0)
+	result3 := mathutil.IsPrime(1)
+	result4 := mathutil.IsPrime(2)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
+```
--- a/docs/mathutil_zh-CN.md
+++ b/docs/mathutil_zh-CN.md
@@ -34,6 +34,12 @@ import (
 -   [RoundToFloat](#RoundToFloat)
 -   [RoundToString](#RoundToString)
 -   [TruncRound](#TruncRound)
+-   [Range](#Range)
+-   [RangeWithStep](#RangeWithStep)
+-   [AngleToRadian](#AngleToRadian)
+-   [RadianToAngle](#RadianToAngle)
+-   [PointDistance](#PointDistance)
+-   [IsPrime](#IsPrime)

 <div STYLE="page-break-after: always;"></div>

@@ -476,3 +482,223 @@ func main() {
    // 0.125
 }
 ```
+
+### <span id="Range">Range</span>
+
+<p>根据指定的起始值和数量，创建一个数字切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func Range[T constraints.Integer | constraints.Float](start T, count int) []T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.Range(1, 4)
+    result2 := mathutil.Range(1, -4)
+    result3 := mathutil.Range(-4, 4)
+    result4 := mathutil.Range(1.0, 4)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // [1 2 3 4]
+    // [1 2 3 4]
+    // [-4 -3 -2 -1]
+    // [1 2 3 4]
+}
+```
+
+### <span id="RangeWithStep">RangeWithStep</span>
+
+<p>根据指定的起始值，结束值，步长，创建一个数字切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func RangeWithStep[T constraints.Integer | constraints.Float](start, end, step T) []T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.RangeWithStep(1, 4, 1)
+    result2 := mathutil.RangeWithStep(1, -1, 0)
+    result3 := mathutil.RangeWithStep(-4, 1, 2)
+    result4 := mathutil.RangeWithStep(1.0, 4.0, 1.1)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // [1 2 3]
+    // []
+    // [-4 -2 0]
+    // [1 2.1 3.2]
+}
+```
+
+### <span id="AngleToRadian">AngleToRadian</span>
+
+<p>将角度值转为弧度值</p>
+
+<b>函数签名:</b>
+
+```go
+func AngleToRadian(angle float64) float64
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.AngleToRadian(45)
+    result2 := mathutil.AngleToRadian(90)
+    result3 := mathutil.AngleToRadian(180)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 0.7853981633974483
+    // 1.5707963267948966
+    // 3.141592653589793
+}
+```
+
+### <span id="RadianToAngle">RadianToAngle</span>
+
+<p>将弧度值转为角度值</p>
+
+<b>函数签名:</b>
+
+```go
+func RadianToAngle(radian float64) float64
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.RadianToAngle(math.Pi)
+    result2 := mathutil.RadianToAngle(math.Pi / 2)
+    result3 := mathutil.RadianToAngle(math.Pi / 4)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 180
+    // 90
+    // 45
+}
+```
+
+### <span id="PointDistance">PointDistance</span>
+
+<p>计算两个坐标点的距离</p>
+
+<b>函数签名:</b>
+
+```go
+func PointDistance(x1, y1, x2, y2 float64) float64
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.PointDistance(1, 1, 4, 5)
+
+    fmt.Println(result1)
+
+    // Output:
+    // 5
+}
+```
+
+
+
+### <span id="IsPrime">IsPrime</span>
+
+<p>判断质数。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsPrime(n int) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/mathutil"
+)
+
+func main() {
+    result1 := mathutil.IsPrime(-1)
+	result2 := mathutil.IsPrime(0)
+	result3 := mathutil.IsPrime(1)
+	result4 := mathutil.IsPrime(2)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
--- a/docs/netutil.md
+++ b/docs/netutil.md
@@ -590,21 +590,29 @@ import (

 func main() {
    type TodoQuery struct {
-        Id   int    `json:"id"`
-        Name string `json:"name"`
+        Id     int    `json:"id"`
+        UserId int    `json:"userId"`
+        Name   string `json:"name,omitempty"`
+        Status string
    }
-    todoQuery := TodoQuery{
-        Id:   1,
-        Name: "Test",
+    item := TodoQuery{
+        Id:     1,
+        UserId: 123,
+        Name:   "test",
+        Status: "completed",
    }
-    todoValues := netutil.StructToUrlValues(todoQuery)
+    queryValues := netutil.StructToUrlValues(item)

    fmt.Println(todoValues.Get("id"))
+    fmt.Println(todoValues.Get("userId"))
    fmt.Println(todoValues.Get("name"))
+    fmt.Println(todoValues.Get("status"))

    // Output:
    // 1
-    // Test
+    // 123
+    // test
+    //
 }
 ```

--- a/docs/netutil_zh-CN.md
+++ b/docs/netutil_zh-CN.md
@@ -592,21 +592,29 @@ import (

 func main() {
    type TodoQuery struct {
-        Id   int    `json:"id"`
-        Name string `json:"name"`
+        Id     int    `json:"id"`
+        UserId int    `json:"userId"`
+        Name   string `json:"name,omitempty"`
+        Status string
    }
-    todoQuery := TodoQuery{
-        Id:   1,
-        Name: "Test",
+    item := TodoQuery{
+        Id:     1,
+        UserId: 123,
+        Name:   "test",
+        Status: "completed",
    }
-    todoValues := netutil.StructToUrlValues(todoQuery)
+    queryValues := netutil.StructToUrlValues(item)

    fmt.Println(todoValues.Get("id"))
+    fmt.Println(todoValues.Get("userId"))
    fmt.Println(todoValues.Get("name"))
+    fmt.Println(todoValues.Get("status"))

    // Output:
    // 1
-    // Test
+    // 123
+    // test
+    //
 }
 ```

--- a/docs/slice.md
+++ b/docs/slice.md
@@ -24,6 +24,7 @@ import (

 -   [AppendIfAbsent](#AppendIfAbsent)
 -   [Contain](#Contain)
+-   [ContainBy](#ContainBy)
 -   [ContainSubSlice](#ContainSubSlice)
 -   [Chunk](#Chunk)
 -   [Compact](#Compact)
@@ -47,6 +48,7 @@ import (
 -   [Flatten](#Flatten)
 -   [FlattenDeep](#FlattenDeep)
 -   [ForEach](#ForEach)
+-   [ForEachWithBreak](#ForEachWithBreak)
 -   [GroupBy](#GroupBy)
 -   [GroupWith](#GroupWith)
 -   [IntSlice<sup>deprecated</sup>](#IntSlice)
@@ -56,9 +58,13 @@ import (
 -   [IndexOf](#IndexOf)
 -   [LastIndexOf](#LastIndexOf)
 -   [Map](#Map)
+-   [FilterMap](#FilterMap)
+-   [FlatMap](#FlatMap)
 -   [Merge](#Merge)
 -   [Reverse](#Reverse)
-   [Reduce](#Reduce)
+-   [Reduce<sup>deprecated</sup>](#Reduce)
+-   [ReduceBy](#ReduceBy)
+-   [ReduceRight](#ReduceRight)
 -   [Replace](#Replace)
 -   [ReplaceAll](#ReplaceAll)
 -   [Repeat](#Repeat)
@@ -149,6 +155,51 @@ func main() {
 }
 ```

+### <span id="ContainBy">ContainBy</span>
+
+<p>returns true if predicate function return true.</p>
+
+<b>Signature:</b>
+
+```go
+func ContainBy[T any](slice []T, predicate func(item T) bool) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    type foo struct {
+        A string
+        B int
+    }
+
+    array1 := []foo{{A: "1", B: 1}, {A: "2", B: 2}}
+    result1 := slice.ContainBy(array1, func(f foo) bool { return f.A == "1" && f.B == 1 })
+    result2 := slice.ContainBy(array1, func(f foo) bool { return f.A == "2" && f.B == 1 })
+
+    array2 := []string{"a", "b", "c"}
+    result3 := slice.ContainBy(array2, func(t string) bool { return t == "a" })
+    result4 := slice.ContainBy(array2, func(t string) bool { return t == "d" })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // true
+    // false
+    // true
+    // false
+}
+```
+
 ### <span id="ContainSubSlice">ContainSubSlice</span>

 <p>Check if the slice contain subslice or not.</p>
@@ -512,20 +563,20 @@ import (

 func main() {
    result1 := slice.Drop([]string{"a", "b", "c"}, 0)
-	result2 := slice.Drop([]string{"a", "b", "c"}, 1)
-	result3 := slice.Drop([]string{"a", "b", "c"}, -1)
-	result4 := slice.Drop([]string{"a", "b", "c"}, 4)
+    result2 := slice.Drop([]string{"a", "b", "c"}, 1)
+    result3 := slice.Drop([]string{"a", "b", "c"}, -1)
+    result4 := slice.Drop([]string{"a", "b", "c"}, 4)

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
-	fmt.Println(result4)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)

-	// Output:
-	// [a b c]
-	// [b c]
-	// [a b c]
-	// []
+    // Output:
+    // [a b c]
+    // [b c]
+    // [a b c]
+    // []
 }
 ```

@@ -549,20 +600,20 @@ import (

 func main() {
    result1 := slice.DropRight([]string{"a", "b", "c"}, 0)
-	result2 := slice.DropRight([]string{"a", "b", "c"}, 1)
-	result3 := slice.DropRight([]string{"a", "b", "c"}, -1)
-	result4 := slice.DropRight([]string{"a", "b", "c"}, 4)
+    result2 := slice.DropRight([]string{"a", "b", "c"}, 1)
+    result3 := slice.DropRight([]string{"a", "b", "c"}, -1)
+    result4 := slice.DropRight([]string{"a", "b", "c"}, 4)

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
-	fmt.Println(result4)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)

-	// Output:
-	// [a b c]
-	// [a b]
-	// [a b c]
-	// []
+    // Output:
+    // [a b c]
+    // [a b]
+    // [a b c]
+    // []
 }
 ```

@@ -586,23 +637,23 @@ import (

 func main() {
    result1 := slice.DropWhile(numbers, func(n int) bool {
-		return n != 2
-	})
-	result2 := slice.DropWhile(numbers, func(n int) bool {
-		return true
-	})
-	result3 := slice.DropWhile(numbers, func(n int) bool {
-		return n == 0
-	})
+        return n != 2
+    })
+    result2 := slice.DropWhile(numbers, func(n int) bool {
+        return true
+    })
+    result3 := slice.DropWhile(numbers, func(n int) bool {
+        return n == 0
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// [2 3 4 5]
-	// []
-	// [1 2 3 4 5]
+    // Output:
+    // [2 3 4 5]
+    // []
+    // [1 2 3 4 5]
 }
 ```

@@ -627,24 +678,24 @@ import (
 func main() {
    numbers := []int{1, 2, 3, 4, 5}

-	result1 := slice.DropRightWhile(numbers, func(n int) bool {
-		return n != 2
-	})
-	result2 := slice.DropRightWhile(numbers, func(n int) bool {
-		return true
-	})
-	result3 := slice.DropRightWhile(numbers, func(n int) bool {
-		return n == 0
-	})
+    result1 := slice.DropRightWhile(numbers, func(n int) bool {
+        return n != 2
+    })
+    result2 := slice.DropRightWhile(numbers, func(n int) bool {
+        return true
+    })
+    result3 := slice.DropRightWhile(numbers, func(n int) bool {
+        return n == 0
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// [1 2]
-	// []
-	// [1 2 3 4 5]
+    // Output:
+    // [1 2]
+    // []
+    // [1 2 3 4 5]
 }
 ```

@@ -953,6 +1004,44 @@ func main() {
 }
 ```

+### <span id="ForEachWithBreak">ForEachWithBreak</span>
+
+<p>Iterates over elements of slice and invokes function for each element, when iteratee return false, will break the for each loop.</p>
+
+<b>Signature:</b>
+
+```go
+func ForEachWithBreak[T any](slice []T, iteratee func(index int, item T) bool)
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    numbers := []int{1, 2, 3, 4, 5}
+
+    var sum int
+
+    slice.ForEachWithBreak(numbers, func(_, n int) bool {
+        if n > 3 {
+            return false
+        }
+        sum += n
+        return true
+    })
+
+    fmt.Println(sum)
+
+    // Output:
+    // 6
+}
+```
+
 ### <span id="GroupBy">GroupBy</span>

 <p>Iterates over elements of the slice, each element will be group by criteria, returns two slices.</p>
@@ -1252,6 +1341,76 @@ func main() {
 }
 ```

+### <span id="FilterMap">FilterMap</span>
+
+<p>Returns a slice which apply both filtering and mapping to the given slice. iteratee callback function should returntwo values: 1, mapping result. 2, whether the result element should be included or not.</p>
+
+<b>Signature:</b>
+
+```go
+func FilterMap[T any, U any](slice []T, iteratee func(index int, item T) (U, bool)) []U
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    nums := []int{1, 2, 3, 4, 5}
+
+    getEvenNumStr := func(i, num int) (string, bool) {
+        if num%2 == 0 {
+            return strconv.FormatInt(int64(num), 10), true
+        }
+        return "", false
+    }
+
+    result := slice.FilterMap(nums, getEvenNumStr)
+
+    fmt.Printf("%#v", result)
+
+    // Output:
+    // []string{"2", "4"}
+}
+```
+
+### <span id="FlatMap">FlatMap</span>
+
+<p>Manipulates a slice and transforms and flattens it to a slice of another type.</p>
+
+<b>Signature:</b>
+
+```go
+func FlatMap[T any, U any](slice []T, iteratee func(index int, item T) []U) []U
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    nums := []int{1, 2, 3, 4}
+
+    result := slice.FlatMap(nums, func(i int, num int) []string {
+        s := "hi-" + strconv.FormatInt(int64(num), 10)
+        return []string{s}
+    })
+
+    fmt.Printf("%#v", result)
+
+    // Output:
+    // []string{"hi-1", "hi-2", "hi-3", "hi-4"}
+}
+```
+
 ### <span id="Merge">Merge</span>

 <p>Merge all given slices into one slice.</p>
@@ -1315,7 +1474,7 @@ func main() {

 ### <span id="Reduce">Reduce</span>

-<p>Reduce slice.</p>
+<p>Reduce slice.(Deprecated: use ReduceBy)</p>

 <b>Signature:</b>

@@ -1347,6 +1506,72 @@ func main() {
 }
 ```

+### <span id="ReduceBy">ReduceBy</span>
+
+<p>Produces a value from slice by accumulating the result of each element as passed through the reducer function.</p>
+
+<b>Signature:</b>
+
+```go
+func ReduceBy[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    result1 := slice.ReduceBy([]int{1, 2, 3, 4}, 0, func(_ int, item int, agg int) int {
+        return agg + item
+    })
+
+    result2 := slice.ReduceBy([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+        return agg + fmt.Sprintf("%v", item)
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 10
+    // 1234
+}
+```
+
+### <span id="ReduceRight">ReduceRight</span>
+
+<p>ReduceRight is like ReduceBy, but it iterates over elements of slice from right to left.</p>
+
+<b>Signature:</b>
+
+```go
+func ReduceRight[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    result := slice.ReduceRight([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+        return agg + fmt.Sprintf("%v", item)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 4321
+}
+```
+
 ### <span id="Replace">Replace</span>

 <p>Returns a copy of the slice with the first n non-overlapping instances of old replaced by new.</p>
@@ -1467,8 +1692,8 @@ func main() {
    nums := []int{1, 2, 3, 4, 5}
    result := slice.Shuffle(nums)

-    fmt.Println(res) 
-    
+    fmt.Println(res)
+
    // Output:
    // [3 1 5 4 2] (random order)
 }
@@ -1494,17 +1719,17 @@ import (

 func main() {
    result1 := slice.IsAscending([]int{1, 2, 3, 4, 5})
-	result2 := slice.IsAscending([]int{5, 4, 3, 2, 1})
-	result3 := slice.IsAscending([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsAscending([]int{5, 4, 3, 2, 1})
+    result3 := slice.IsAscending([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// false
-	// false
+    // Output:
+    // true
+    // false
+    // false
 }
 ```

@@ -1528,17 +1753,17 @@ import (

 func main() {
    result1 := slice.IsDescending([]int{5, 4, 3, 2, 1})
-	result2 := slice.IsDescending([]int{1, 2, 3, 4, 5})
-	result3 := slice.IsDescending([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsDescending([]int{1, 2, 3, 4, 5})
+    result3 := slice.IsDescending([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// false
-	// false
+    // Output:
+    // true
+    // false
+    // false
 }
 ```

@@ -1562,17 +1787,17 @@ import (

 func main() {
    result1 := slice.IsSorted([]int{5, 4, 3, 2, 1})
-	result2 := slice.IsSorted([]int{1, 2, 3, 4, 5})
-	result3 := slice.IsSorted([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsSorted([]int{1, 2, 3, 4, 5})
+    result3 := slice.IsSorted([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// true
-	// false
+    // Output:
+    // true
+    // true
+    // false
 }
 ```

@@ -1596,23 +1821,23 @@ import (

 func main() {
    result1 := slice.IsSortedByKey([]string{"a", "ab", "abc"}, func(s string) int {
-		return len(s)
-	})
-	result2 := slice.IsSortedByKey([]string{"abc", "ab", "a"}, func(s string) int {
-		return len(s)
-	})
-	result3 := slice.IsSortedByKey([]string{"abc", "a", "ab"}, func(s string) int {
-		return len(s)
-	})
+        return len(s)
+    })
+    result2 := slice.IsSortedByKey([]string{"abc", "ab", "a"}, func(s string) int {
+        return len(s)
+    })
+    result3 := slice.IsSortedByKey([]string{"abc", "a", "ab"}, func(s string) int {
+        return len(s)
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// true
-	// false
+    // Output:
+    // true
+    // true
+    // false
 }
 ```

--- a/docs/slice_zh-CN.md
+++ b/docs/slice_zh-CN.md
@@ -24,6 +24,7 @@ import (

 -   [AppendIfAbsent](#AppendIfAbsent)
 -   [Contain](#Contain)
+-   [ContainBy](#ContainBy)
 -   [ContainSubSlice](#ContainSubSlice)
 -   [Chunk](#Chunk)
 -   [Compact](#Compact)
@@ -47,6 +48,7 @@ import (
 -   [Flatten](#Flatten)
 -   [FlattenDeep](#FlattenDeep)
 -   [ForEach](#ForEach)
+-   [ForEachWithBreak](#ForEachWithBreak)
 -   [GroupBy](#GroupBy)
 -   [GroupWith](#GroupWith)
 -   [IntSlice<sup>deprecated</sup>](#IntSlice)
@@ -56,9 +58,13 @@ import (
 -   [IndexOf](#IndexOf)
 -   [LastIndexOf](#LastIndexOf)
 -   [Map](#Map)
+-   [FilterMap](#FilterMap)
+-   [FlatMap](#FlatMap)
 -   [Merge](#Merge)
 -   [Reverse](#Reverse)
-   [Reduce](#Reduce)
+-   [Reduce<sup>deprecated</sup>](#Reduce)
+-   [ReduceBy](#ReduceBy)
+-   [ReduceRight](#ReduceRight)
 -   [Replace](#Replace)
 -   [ReplaceAll](#ReplaceAll)
 -   [Repeat](#Repeat)
@@ -149,6 +155,51 @@ func main() {
 }
 ```

+### <span id="ContainBy">ContainBy</span>
+
+<p>根据predicate函数判断切片是否包含某个值。</p>
+
+<b>函数签名:</b>
+
+```go
+func ContainBy[T any](slice []T, predicate func(item T) bool) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    type foo struct {
+        A string
+        B int
+    }
+
+    array1 := []foo{{A: "1", B: 1}, {A: "2", B: 2}}
+    result1 := slice.ContainBy(array1, func(f foo) bool { return f.A == "1" && f.B == 1 })
+    result2 := slice.ContainBy(array1, func(f foo) bool { return f.A == "2" && f.B == 1 })
+
+    array2 := []string{"a", "b", "c"}
+    result3 := slice.ContainBy(array2, func(t string) bool { return t == "a" })
+    result4 := slice.ContainBy(array2, func(t string) bool { return t == "d" })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // true
+    // false
+    // true
+    // false
+}
+```
+
 ### <span id="ContainSubSlice">ContainSubSlice</span>

 <p>判断slice是否包含subslice</p>
@@ -493,7 +544,6 @@ func main() {
 }
 ```

-
 ### <span id="Drop">Drop</span>

 <p>从切片的头部删除n个元素。</p>
@@ -514,20 +564,20 @@ import (

 func main() {
    result1 := slice.Drop([]string{"a", "b", "c"}, 0)
-	result2 := slice.Drop([]string{"a", "b", "c"}, 1)
-	result3 := slice.Drop([]string{"a", "b", "c"}, -1)
-	result4 := slice.Drop([]string{"a", "b", "c"}, 4)
+    result2 := slice.Drop([]string{"a", "b", "c"}, 1)
+    result3 := slice.Drop([]string{"a", "b", "c"}, -1)
+    result4 := slice.Drop([]string{"a", "b", "c"}, 4)

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
-	fmt.Println(result4)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)

-	// Output:
-	// [a b c]
-	// [b c]
-	// [a b c]
-	// []
+    // Output:
+    // [a b c]
+    // [b c]
+    // [a b c]
+    // []
 }
 ```

@@ -551,20 +601,20 @@ import (

 func main() {
    result1 := slice.DropRight([]string{"a", "b", "c"}, 0)
-	result2 := slice.DropRight([]string{"a", "b", "c"}, 1)
-	result3 := slice.DropRight([]string{"a", "b", "c"}, -1)
-	result4 := slice.DropRight([]string{"a", "b", "c"}, 4)
+    result2 := slice.DropRight([]string{"a", "b", "c"}, 1)
+    result3 := slice.DropRight([]string{"a", "b", "c"}, -1)
+    result4 := slice.DropRight([]string{"a", "b", "c"}, 4)

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
-	fmt.Println(result4)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)

-	// Output:
-	// [a b c]
-	// [a b]
-	// [a b c]
-	// []
+    // Output:
+    // [a b c]
+    // [a b]
+    // [a b c]
+    // []
 }
 ```

@@ -588,23 +638,23 @@ import (

 func main() {
    result1 := slice.DropWhile(numbers, func(n int) bool {
-		return n != 2
-	})
-	result2 := slice.DropWhile(numbers, func(n int) bool {
-		return true
-	})
-	result3 := slice.DropWhile(numbers, func(n int) bool {
-		return n == 0
-	})
+        return n != 2
+    })
+    result2 := slice.DropWhile(numbers, func(n int) bool {
+        return true
+    })
+    result3 := slice.DropWhile(numbers, func(n int) bool {
+        return n == 0
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// [2 3 4 5]
-	// []
-	// [1 2 3 4 5]
+    // Output:
+    // [2 3 4 5]
+    // []
+    // [1 2 3 4 5]
 }
 ```

@@ -629,24 +679,24 @@ import (
 func main() {
    numbers := []int{1, 2, 3, 4, 5}

-	result1 := slice.DropRightWhile(numbers, func(n int) bool {
-		return n != 2
-	})
-	result2 := slice.DropRightWhile(numbers, func(n int) bool {
-		return true
-	})
-	result3 := slice.DropRightWhile(numbers, func(n int) bool {
-		return n == 0
-	})
+    result1 := slice.DropRightWhile(numbers, func(n int) bool {
+        return n != 2
+    })
+    result2 := slice.DropRightWhile(numbers, func(n int) bool {
+        return true
+    })
+    result3 := slice.DropRightWhile(numbers, func(n int) bool {
+        return n == 0
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// [1 2]
-	// []
-	// [1 2 3 4 5]
+    // Output:
+    // [1 2]
+    // []
+    // [1 2 3 4 5]
 }
 ```

@@ -955,6 +1005,44 @@ func main() {
 }
 ```

+### <span id="ForEachWithBreak">ForEachWithBreak</span>
+
+<p>遍历切片的元素并为每个元素调用iteratee函数，当iteratee函数返回false时，终止遍历。</p>
+
+<b>函数签名:</b>
+
+```go
+func ForEachWithBreak[T any](slice []T, iteratee func(index int, item T) bool)
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    numbers := []int{1, 2, 3, 4, 5}
+
+    var sum int
+
+    slice.ForEachWithBreak(numbers, func(_, n int) bool {
+        if n > 3 {
+            return false
+        }
+        sum += n
+        return true
+    })
+
+    fmt.Println(sum)
+
+    // Output:
+    // 6
+}
+```
+
 ### <span id="GroupBy">GroupBy</span>

 <p>迭代切片的元素，每个元素将按条件分组，返回两个切片</p>
@@ -1254,6 +1342,76 @@ func main() {
 }
 ```

+### <span id="FilterMap">FilterMap</span>
+
+<p>返回一个将filter和map操作应用于给定切片的切片。 iteratee回调函数应该返回两个值：1，结果值。2，结果值是否应该被包含在返回的切片中。</p>
+
+<b>函数签名:</b>
+
+```go
+func FilterMap[T any, U any](slice []T, iteratee func(index int, item T) (U, bool)) []U
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    nums := []int{1, 2, 3, 4, 5}
+
+    getEvenNumStr := func(i, num int) (string, bool) {
+        if num%2 == 0 {
+            return strconv.FormatInt(int64(num), 10), true
+        }
+        return "", false
+    }
+
+    result := slice.FilterMap(nums, getEvenNumStr)
+
+    fmt.Printf("%#v", result)
+
+    // Output:
+    // []string{"2", "4"}
+}
+```
+
+### <span id="FlatMap">FlatMap</span>
+
+<p>将切片转换为其它类型切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func FlatMap[T any, U any](slice []T, iteratee func(index int, item T) []U) []U
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    nums := []int{1, 2, 3, 4}
+
+    result := slice.FlatMap(nums, func(i int, num int) []string {
+        s := "hi-" + strconv.FormatInt(int64(num), 10)
+        return []string{s}
+    })
+
+    fmt.Printf("%#v", result)
+
+    // Output:
+    // []string{"hi-1", "hi-2", "hi-3", "hi-4"}
+}
+```
+
 ### <span id="Merge">Merge</span>

 <p>合并多个切片（不会消除重复元素).</p>
@@ -1317,7 +1475,7 @@ func main() {

 ### <span id="Reduce">Reduce</span>

-<p>将切片中的元素依次运行iteratee函数，返回运行结果</p>
+<p>将切片中的元素依次运行iteratee函数，返回运行结果(废弃：建议使用ReduceBy)</p>

 <b>函数签名:</b>

@@ -1349,6 +1507,72 @@ func main() {
 }
 ```

+### <span id="ReduceBy">ReduceBy</span>
+
+<p>对切片元素执行reduce操作。</p>
+
+<b>函数签名:</b>
+
+```go
+func ReduceBy[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    result1 := slice.ReduceBy([]int{1, 2, 3, 4}, 0, func(_ int, item int, agg int) int {
+        return agg + item
+    })
+
+    result2 := slice.ReduceBy([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+        return agg + fmt.Sprintf("%v", item)
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 10
+    // 1234
+}
+```
+
+### <span id="ReduceRight">ReduceRight</span>
+
+<p>类似ReduceBy操作，迭代切片元素顺序从右至左。</p>
+
+<b>函数签名:</b>
+
+```go
+func ReduceRight[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    result := slice.ReduceRight([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+        return agg + fmt.Sprintf("%v", item)
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 4321
+}
+```
+
 ### <span id="Replace">Replace</span>

 <p>返回切片的副本，其中前n个不重叠的old替换为new</p>
@@ -1469,8 +1693,8 @@ func main() {
    nums := []int{1, 2, 3, 4, 5}
    result := slice.Shuffle(nums)

-    fmt.Println(res) 
-    
+    fmt.Println(res)
+
    // Output:
    // [3 1 5 4 2] (random order)
 }
@@ -1496,17 +1720,17 @@ import (

 func main() {
    result1 := slice.IsAscending([]int{1, 2, 3, 4, 5})
-	result2 := slice.IsAscending([]int{5, 4, 3, 2, 1})
-	result3 := slice.IsAscending([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsAscending([]int{5, 4, 3, 2, 1})
+    result3 := slice.IsAscending([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// false
-	// false
+    // Output:
+    // true
+    // false
+    // false
 }
 ```

@@ -1530,17 +1754,17 @@ import (

 func main() {
    result1 := slice.IsDescending([]int{5, 4, 3, 2, 1})
-	result2 := slice.IsDescending([]int{1, 2, 3, 4, 5})
-	result3 := slice.IsDescending([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsDescending([]int{1, 2, 3, 4, 5})
+    result3 := slice.IsDescending([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// false
-	// false
+    // Output:
+    // true
+    // false
+    // false
 }
 ```

@@ -1564,17 +1788,17 @@ import (

 func main() {
    result1 := slice.IsSorted([]int{5, 4, 3, 2, 1})
-	result2 := slice.IsSorted([]int{1, 2, 3, 4, 5})
-	result3 := slice.IsSorted([]int{2, 1, 3, 4, 5})
+    result2 := slice.IsSorted([]int{1, 2, 3, 4, 5})
+    result3 := slice.IsSorted([]int{2, 1, 3, 4, 5})

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// true
-	// false
+    // Output:
+    // true
+    // true
+    // false
 }
 ```

@@ -1598,23 +1822,23 @@ import (

 func main() {
    result1 := slice.IsSortedByKey([]string{"a", "ab", "abc"}, func(s string) int {
-		return len(s)
-	})
-	result2 := slice.IsSortedByKey([]string{"abc", "ab", "a"}, func(s string) int {
-		return len(s)
-	})
-	result3 := slice.IsSortedByKey([]string{"abc", "a", "ab"}, func(s string) int {
-		return len(s)
-	})
+        return len(s)
+    })
+    result2 := slice.IsSortedByKey([]string{"abc", "ab", "a"}, func(s string) int {
+        return len(s)
+    })
+    result3 := slice.IsSortedByKey([]string{"abc", "a", "ab"}, func(s string) int {
+        return len(s)
+    })

-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)

-	// Output:
-	// true
-	// true
-	// false
+    // Output:
+    // true
+    // true
+    // false
 }
 ```

--- a/docs/stream.md
+++ b/docs/stream.md
@@ -0,0 +1,907 @@
+# Stream
+
+Package stream implements a sequence of elements supporting sequential and operations. This package is an experiment to explore if stream in go can work as the way java does. it's feature is very limited.
+
+<div STYLE="page-break-after: always;"></div>
+
+## Source:
+
+-   [https://github.com/duke-git/lancet/blob/main/stream/stream.go](https://github.com/duke-git/lancet/blob/main/stream/stream.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Usage:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/stream"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## Index
+
+-   [Of](#Of)
+-   [FromSlice](#FromSlice)
+-   [FromChannel](#FromChannel)
+-   [FromRange](#FromRange)
+-   [Generate](#Generate)
+-   [Concat](#Concat)
+-   [Distinct](#Distinct)
+-   [Filter](#Filter)
+-   [Map](#Map)
+-   [Peek](#Peek)
+-   [Skip](#Skip)
+-   [Limit](#Limit)
+-   [Reverse](#Reverse)
+-   [Range](#Range)
+-   [Sorted](#Sorted)
+-   [ForEach](#ForEach)
+-   [Reduce](#Reduce)
+-   [FindFirst](#FindFirst)
+-   [Max](#Max)
+-   [Min](#Min)
+-   [AllMatch](#AllMatch)
+-   [AnyMatch](#AnyMatch)
+-   [NoneMatch](#NoneMatch)
+-   [Count](#Count)
+-   [ToSlice](#ToSlice)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Documentation
+
+### <span id="Of">Of</span>
+
+<p>Creates a stream whose elements are the specified values.</p>
+
+<b>Signature:</b>
+
+```go
+func Of[T any](elems ...T) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.Of(1, 2, 3)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromSlice">FromSlice</span>
+
+<p>Creates a stream from slice.</p>
+
+<b>Signature:</b>
+
+```go
+func FromSlice[T any](source []T) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.FromSlice([]int{1, 2, 3})
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromChannel">FromChannel</span>
+
+<p>Creates a stream from channel.</p>
+
+<b>Signature:</b>
+
+```go
+func FromChannel[T any](source <-chan T) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    ch := make(chan int)
+    go func() {
+        for i := 1; i < 4; i++ {
+            ch <- i
+        }
+        close(ch)
+    }()
+
+    s := stream.FromChannel(ch)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromRange">FromRange</span>
+
+<p>Creates a number stream from start to end. both start and end are included. [start, end]</p>
+
+<b>Signature:</b>
+
+```go
+func FromRange[T constraints.Integer | constraints.Float](start, end, step T) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.FromRange(1, 5, 1)
+
+    data := s.ToSlice()
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3 4 5]
+}
+```
+
+### <span id="Generate">Generate</span>
+
+<p>Creates a stream where each element is generated by the provided generater function.</p>
+
+<b>Signature:</b>
+
+```go
+func Generate[T any](generator func() func() (item T, ok bool)) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    n := 0
+    max := 4
+
+    generator := func() func() (int, bool) {
+        return func() (int, bool) {
+            n++
+            return n, n < max
+        }
+    }
+
+    s := stream.Generate(generator)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="Concat">Concat</span>
+
+<p>Creates a lazily concatenated stream whose elements are all the elements of the first stream followed by all the elements of the second stream.</p>
+
+<b>Signature:</b>
+
+```go
+func Concat[T any](a, b stream[T]) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s1 := stream.FromSlice([]int{1, 2, 3})
+    s2 := stream.FromSlice([]int{4, 5, 6})
+
+    s := Concat(s1, s2)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="Distinct">Distinct</span>
+
+<p>Creates returns a stream that removes the duplicated items. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Distinct() stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 2, 3, 3, 3})
+    distinct := original.Distinct()
+
+    data1 := original.ToSlice()
+    data2 := distinct.ToSlice()
+
+    fmt.Println(data1)
+    fmt.Println(data2)
+
+    // Output:
+    // [1 2 2 3 3 3]
+    // [1 2 3]
+}
+```
+
+### <span id="Filter">Filter</span>
+
+<p>Returns a stream consisting of the elements of this stream that match the given predicate. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Filter(predicate func(item T) bool) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4, 5})
+
+    isEven := func(n int) bool {
+        return n%2 == 0
+    }
+
+    even := original.Filter(isEven)
+
+    fmt.Println(even.ToSlice())
+
+    // Output:
+    // [2 4]
+}
+```
+
+### <span id="Map">Map</span>
+
+<p>Returns a stream consisting of the elements of this stream that apply the given function to elements of stream. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Map(mapper func(item T) T) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    addOne := func(n int) int {
+        return n + 1
+    }
+
+    increament := original.Map(addOne)
+
+    fmt.Println(increament.ToSlice())
+
+    // Output:
+    // [2 3 4]
+}
+```
+
+### <span id="Peek">Peek</span>
+
+<p>Returns a stream consisting of the elements of this stream, additionally performing the provided action on each element as elements are consumed from the resulting stream. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Peek(consumer func(item T)) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    data := []string{}
+    peekStream := original.Peek(func(n int) {
+        data = append(data, fmt.Sprint("value", n))
+    })
+
+    fmt.Println(original.ToSlice())
+    fmt.Println(peekStream.ToSlice())
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+    // [1 2 3]
+    // [value1 value2 value3]
+}
+```
+
+### <span id="Skip">Skip</span>
+
+<p>Returns a stream consisting of the remaining elements of this stream after discarding the first n elements of the stream. If this stream contains fewer than n elements then an empty stream will be returned. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Skip(n int) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4})
+
+    s1 := original.Skip(-1)
+    s2 := original.Skip(0)
+    s3 := original.Skip(1)
+    s4 := original.Skip(5)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // [1 2 3 4]
+    // [1 2 3 4]
+    // [2 3 4]
+    // []
+}
+```
+
+### <span id="Limit">Limit</span>
+
+<p>Returns a stream consisting of the elements of this stream, truncated to be no longer than maxSize in length. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Limit(maxSize int) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4})
+
+    s1 := original.Limit(-1)
+    s2 := original.Limit(0)
+    s3 := original.Limit(1)
+    s4 := original.Limit(5)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // []
+    // []
+    // [1]
+    // [1 2 3 4]
+}
+```
+
+### <span id="Reverse">Reverse</span>
+
+<p>Returns a stream whose elements are reverse order of given stream. <b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Reverse() stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    reverse := original.Reverse()
+
+    fmt.Println(reverse.ToSlice())
+
+    // Output:
+    // [3 2 1]
+}
+```
+
+### <span id="Range">Range</span>
+
+<p>Returns a stream whose elements are in the range from start(included) to end(excluded) original stream.<b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Range(start, end int) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    s1 := original.Range(0, 0)
+    s2 := original.Range(0, 1)
+    s3 := original.Range(0, 3)
+    s4 := original.Range(1, 2)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // []
+    // [1]
+    // [1 2 3]
+    // [2]
+}
+```
+
+### <span id="Sorted">Sorted</span>
+
+<p>Returns a stream consisting of the elements of this stream, sorted according to the provided less function.<b>Support chainable operation</b></p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Sorted(less func(a, b T) bool) stream[T]
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    sorted := original.Sorted(func(a, b int) bool { return a < b })
+
+    fmt.Println(original.ToSlice())
+    fmt.Println(sorted.ToSlice())
+
+    // Output:
+    // [4 2 1 3]
+    // [1 2 3 4]
+}
+```
+
+### <span id="ForEach">ForEach</span>
+
+<p>Performs an action for each element of this stream.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) ForEach(action func(item T))
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result := 0
+    original.ForEach(func(item int) {
+        result += item
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 6
+}
+```
+
+### <span id="Reduce">Reduce</span>
+
+<p>Performs a reduction on the elements of this stream, using an associative accumulation function, and returns an Optional describing the reduced value, if any.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Reduce(initial T, accumulator func(a, b T) T) T
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result := original.Reduce(0, func(a, b int) int {
+        return a + b
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 6
+}
+```
+
+### <span id="FindFirst">FindFirst</span>
+
+<p>Returns the first element of this stream and true, or zero value and false if the stream is empty.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) FindFirst() (T, bool)
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result, ok := original.FindFirst()
+
+    fmt.Println(result)
+    fmt.Println(ok)
+
+    // Output:
+    // 1
+    // true
+}
+```
+
+### <span id="Max">Max</span>
+
+<p>Returns the maximum element of this stream according to the provided less function. less fuction: a > b</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Max(less func(a, b T) bool) (T, bool)
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    max, ok := original.Max(func(a, b int) bool { return a > b })
+
+    fmt.Println(max)
+    fmt.Println(ok)
+
+    // Output:
+    // 4
+    // true
+}
+```
+
+### <span id="Min">Min</span>
+
+<p>Returns the minimum element of this stream according to the provided less function. less fuction: a < b</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Min(less func(a, b T) bool) (T, bool)
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    min, ok := original.Min(func(a, b int) bool { return a < b })
+
+    fmt.Println(min)
+    fmt.Println(ok)
+
+    // Output:
+    // 1
+    // true
+}
+```
+
+### <span id="AllMatch">AllMatch</span>
+
+<p>Returns whether all elements of this stream match the provided predicate.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) AllMatch(predicate func(item T) bool) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.AllMatch(func(item int) bool {
+        return item > 0
+    })
+
+    result2 := original.AllMatch(func(item int) bool {
+        return item > 1
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="AnyMatch">AnyMatch</span>
+
+<p>Returns whether any elements of this stream match the provided predicate.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) AnyMatch(predicate func(item T) bool) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.AnyMatch(func(item int) bool {
+        return item > 1
+    })
+
+    result2 := original.AnyMatch(func(item int) bool {
+        return item > 3
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="NoneMatch">NoneMatch</span>
+
+<p>Returns whether no elements of this stream match the provided predicate.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) NoneMatch(predicate func(item T) bool) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.NoneMatch(func(item int) bool {
+        return item > 3
+    })
+
+    result2 := original.NoneMatch(func(item int) bool {
+        return item > 1
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="Count">Count</span>
+
+<p>Returns the count of elements in the stream.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) Count() int
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s1 := stream.FromSlice([]int{1, 2, 3})
+    s2 := stream.FromSlice([]int{})
+
+    fmt.Println(s1.Count())
+    fmt.Println(s2.Count())
+
+    // Output:
+    // 3
+    // 0
+}
+```
+
+### <span id="ToSlice">ToSlice</span>
+
+<p>Returns the elements in the stream.</p>
+
+<b>Signature:</b>
+
+```go
+func (s stream[T]) ToSlice() []T
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.Of(1, 2, 3)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
--- a/docs/stream_zh-CN.md
+++ b/docs/stream_zh-CN.md
@@ -0,0 +1,907 @@
+# Stream
+
+Stream 流，该包仅验证简单 stream 实现，功能有限。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/stream/stream.go](https://github.com/duke-git/lancet/blob/main/stream/stream.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/stream"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [Of](#Of)
+-   [FromSlice](#FromSlice)
+-   [FromChannel](#FromChannel)
+-   [FromRange](#FromRange)
+-   [Generate](#Generate)
+-   [Concat](#Concat)
+-   [Distinct](#Distinct)
+-   [Filter](#Filter)
+-   [Map](#Map)
+-   [Peek](#Peek)
+-   [Skip](#Skip)
+-   [Limit](#Limit)
+-   [Reverse](#Reverse)
+-   [Range](#Range)
+-   [Sorted](#Sorted)
+-   [ForEach](#ForEach)
+-   [Reduce](#Reduce)
+-   [FindFirst](#FindFirst)
+-   [Max](#Max)
+-   [Min](#Min)
+-   [AllMatch](#AllMatch)
+-   [AnyMatch](#AnyMatch)
+-   [NoneMatch](#NoneMatch)
+-   [Count](#Count)
+-   [ToSlice](#ToSlice)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="Of">Of</span>
+
+<p>创建元素为指定值的stream。</p>
+
+<b>函数签名:</b>
+
+```go
+func Of[T any](elems ...T) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.Of(1, 2, 3)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromSlice">FromSlice</span>
+
+<p>从切片创建stream。</p>
+
+<b>函数签名:</b>
+
+```go
+func FromSlice[T any](source []T) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.FromSlice([]int{1, 2, 3})
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromChannel">FromChannel</span>
+
+<p>从通道创建stream。</p>
+
+<b>函数签名:</b>
+
+```go
+func FromChannel[T any](source <-chan T) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    ch := make(chan int)
+    go func() {
+        for i := 1; i < 4; i++ {
+            ch <- i
+        }
+        close(ch)
+    }()
+
+    s := stream.FromChannel(ch)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="FromRange">FromRange</span>
+
+<p>指定一个范围创建stream, 范围两端点值都包括在内。</p>
+
+<b>函数签名:</b>
+
+```go
+func FromRange[T constraints.Integer | constraints.Float](start, end, step T) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.FromRange(1, 5, 1)
+
+    data := s.ToSlice()
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3 4 5]
+}
+```
+
+### <span id="Generate">Generate</span>
+
+<p>创建一个stream，其中每个元素都由提供的生成器函数生成</p>
+
+<b>函数签名:</b>
+
+```go
+func Generate[T any](generator func() func() (item T, ok bool)) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    n := 0
+    max := 4
+
+    generator := func() func() (int, bool) {
+        return func() (int, bool) {
+            n++
+            return n, n < max
+        }
+    }
+
+    s := stream.Generate(generator)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
+
+### <span id="Concat">Concat</span>
+
+<p>创建一个延迟连接stream，其元素是第一个stream的所有元素，后跟第二个stream的全部元素。</p>
+
+<b>函数签名:</b>
+
+```go
+func Concat[T any](a, b stream[T]) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s1 := stream.FromSlice([]int{1, 2, 3})
+    s2 := stream.FromSlice([]int{4, 5, 6})
+
+    s := Concat(s1, s2)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="Distinct">Distinct</span>
+
+<p>创建并返回一个stream，用于删除重复的项。 <b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Distinct() stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 2, 3, 3, 3})
+    distinct := original.Distinct()
+
+    data1 := original.ToSlice()
+    data2 := distinct.ToSlice()
+
+    fmt.Println(data1)
+    fmt.Println(data2)
+
+    // Output:
+    // [1 2 2 3 3 3]
+    // [1 2 3]
+}
+```
+
+### <span id="Filter">Filter</span>
+
+<p>返回一个通过判定函数的stream <b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Filter(predicate func(item T) bool) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4, 5})
+
+    isEven := func(n int) bool {
+        return n%2 == 0
+    }
+
+    even := original.Filter(isEven)
+
+    fmt.Println(even.ToSlice())
+
+    // Output:
+    // [2 4]
+}
+```
+
+### <span id="Map">Map</span>
+
+<p>返回一个stream，该stream由将给定函数应用于源stream元素的元素组成。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Map(mapper func(item T) T) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    addOne := func(n int) int {
+        return n + 1
+    }
+
+    increament := original.Map(addOne)
+
+    fmt.Println(increament.ToSlice())
+
+    // Output:
+    // [2 3 4]
+}
+```
+
+### <span id="Peek">Peek</span>
+
+<p>返回一个由源stream的元素组成的stream，并在从生成的stream中消耗元素时对每个元素执行所提供的操作。 <b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Peek(consumer func(item T)) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    data := []string{}
+    peekStream := original.Peek(func(n int) {
+        data = append(data, fmt.Sprint("value", n))
+    })
+
+    fmt.Println(original.ToSlice())
+    fmt.Println(peekStream.ToSlice())
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+    // [1 2 3]
+    // [value1 value2 value3]
+}
+```
+
+### <span id="Skip">Skip</span>
+
+<p>在丢弃stream的前n个元素后，返回由源stream的其余元素组成的stream。如果此stream包含的元素少于n个，则将返回一个空stream。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Skip(n int) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4})
+
+    s1 := original.Skip(-1)
+    s2 := original.Skip(0)
+    s3 := original.Skip(1)
+    s4 := original.Skip(5)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // [1 2 3 4]
+    // [1 2 3 4]
+    // [2 3 4]
+    // []
+}
+```
+
+### <span id="Limit">Limit</span>
+
+<p>返回由源stream的元素组成的stream，该stream被截断为长度不超过maxSize。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Limit(maxSize int) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3, 4})
+
+    s1 := original.Limit(-1)
+    s2 := original.Limit(0)
+    s3 := original.Limit(1)
+    s4 := original.Limit(5)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // []
+    // []
+    // [1]
+    // [1 2 3 4]
+}
+```
+
+### <span id="Reverse">Reverse</span>
+
+<p>返回元素与源stream的顺序相反的stream。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Reverse() stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    reverse := original.Reverse()
+
+    fmt.Println(reverse.ToSlice())
+
+    // Output:
+    // [3 2 1]
+}
+```
+
+### <span id="Range">Range</span>
+
+<p>返回一个stream，该stream的元素在从源stream的开始（包含）到结束（排除）的范围内。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Range(start, end int) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    s1 := original.Range(0, 0)
+    s2 := original.Range(0, 1)
+    s3 := original.Range(0, 3)
+    s4 := original.Range(1, 2)
+
+    fmt.Println(s1.ToSlice())
+    fmt.Println(s2.ToSlice())
+    fmt.Println(s3.ToSlice())
+    fmt.Println(s4.ToSlice())
+
+    // Output:
+    // []
+    // [1]
+    // [1 2 3]
+    // [2]
+}
+```
+
+### <span id="Sorted">Sorted</span>
+
+<p>返回一个stream，该stream由源stream的元素组成，并根据提供的less函数进行排序。<b>支持链式操作</b></p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Sorted(less func(a, b T) bool) stream[T]
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    sorted := original.Sorted(func(a, b int) bool { return a < b })
+
+    fmt.Println(original.ToSlice())
+    fmt.Println(sorted.ToSlice())
+
+    // Output:
+    // [4 2 1 3]
+    // [1 2 3 4]
+}
+```
+
+### <span id="ForEach">ForEach</span>
+
+<p>对stream的每个元素执行一个操作。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) ForEach(action func(item T))
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result := 0
+    original.ForEach(func(item int) {
+        result += item
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 6
+}
+```
+
+### <span id="Reduce">Reduce</span>
+
+<p>使用关联累加函数对stream的元素执行reduce操作，并reduce操作结果（如果有）。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Reduce(initial T, accumulator func(a, b T) T) T
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result := original.Reduce(0, func(a, b int) int {
+        return a + b
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // 6
+}
+```
+
+### <span id="FindFirst">FindFirst</span>
+
+<p>返回此stream的第一个元素和true，如果stream为空，则返回零值和false。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) FindFirst() (T, bool)
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result, ok := original.FindFirst()
+
+    fmt.Println(result)
+    fmt.Println(ok)
+
+    // Output:
+    // 1
+    // true
+}
+```
+
+### <span id="Max">Max</span>
+
+<p>根据提供的less函数返回stream的最大元素。less 函数: a > b</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Max(less func(a, b T) bool) (T, bool)
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    max, ok := original.Max(func(a, b int) bool { return a > b })
+
+    fmt.Println(max)
+    fmt.Println(ok)
+
+    // Output:
+    // 4
+    // true
+}
+```
+
+### <span id="Min">Min</span>
+
+<p>根据提供的less函数返回stream的最小元素。less函数: a < b</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Min(less func(a, b T) bool) (T, bool)
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{4, 2, 1, 3})
+
+    min, ok := original.Min(func(a, b int) bool { return a < b })
+
+    fmt.Println(min)
+    fmt.Println(ok)
+
+    // Output:
+    // 1
+    // true
+}
+```
+
+### <span id="AllMatch">AllMatch</span>
+
+<p>判断stream的所有元素是否全部匹配指定判定函数。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) AllMatch(predicate func(item T) bool) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.AllMatch(func(item int) bool {
+        return item > 0
+    })
+
+    result2 := original.AllMatch(func(item int) bool {
+        return item > 1
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="AnyMatch">AnyMatch</span>
+
+<p>判断stream是否包含匹配指定判定函数的元素。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) AnyMatch(predicate func(item T) bool) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.AnyMatch(func(item int) bool {
+        return item > 1
+    })
+
+    result2 := original.AnyMatch(func(item int) bool {
+        return item > 3
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="NoneMatch">NoneMatch</span>
+
+<p>判断stream的元素是否全部不匹配指定的判定函数。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) NoneMatch(predicate func(item T) bool) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    original := stream.FromSlice([]int{1, 2, 3})
+
+    result1 := original.NoneMatch(func(item int) bool {
+        return item > 3
+    })
+
+    result2 := original.NoneMatch(func(item int) bool {
+        return item > 1
+    })
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="Count">Count</span>
+
+<p>返回stream中元素的数量。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) Count() int
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s1 := stream.FromSlice([]int{1, 2, 3})
+    s2 := stream.FromSlice([]int{})
+
+    fmt.Println(s1.Count())
+    fmt.Println(s2.Count())
+
+    // Output:
+    // 3
+    // 0
+}
+```
+
+### <span id="ToSlice">ToSlice</span>
+
+<p>返回stream中的元素切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s stream[T]) ToSlice() []T
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/stream"
+)
+
+func main() {
+    s := stream.Of(1, 2, 3)
+
+    data := s.ToSlice()
+
+    fmt.Println(data)
+
+    // Output:
+    // [1 2 3]
+}
+```
--- a/docs/structs/field.md
+++ b/docs/structs/field.md
@@ -0,0 +1,353 @@
+# Field
+
+Field is abstract struct field for provide several high level functions
+
+<div STYLE="page-break-after: always;"></div>
+
+## Source:
+
+-   [https://github.com/duke-git/lancet/blob/main/structs/field.go](https://github.com/duke-git/lancet/blob/main/structs/field.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Usage:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/structs"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## Index:
+-   [Tag](#Tag)
+-   [Name](#Name)
+-   [Value](#Value)
+-   [Kind](#Kind)
+-   [IsEmbedded](#IsEmbedded)
+-   [IsExported](#IsExported)
+-   [IsZero](#IsZero)
+-   [IsSlice](#IsSlice)
+
+> Note：Since `Field` inherits from `Struct`, it also has all the methods of 'Struct', as follows:
+
+-   [ToMap](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#ToMap)
+-   [Fields](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#Fields)
+-   [Field](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#Field)
+-   [IsStruct](https://github.com/duke-git/lancet/blob/main/docs/structs/struct.md#IsStruct)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Documentation:
+
+### <span id="Tag">Tag</span>
+
+<p>Get a `Tag` of the `Field`, `Tag` is a abstract struct field tag</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) Tag() *Tag
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	tag := n.Tag()
+
+	fmt.Println(tag.Name)
+	
+	// Output:
+	// name
+}
+```
+
+### <span id="Value">Value</span>
+
+<p>Get the `Field` underlying value</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) Value() any
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	
+	fmt.Println(n.Value())
+	
+	// Output: 
+	// 111
+}
+```
+
+### <span id="IsEmbedded">IsEmbedded</span>
+
+<p>Check if the field is an embedded field</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) IsEmbedded() bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+	}
+	type Child struct {
+		Parent
+		Age int
+	}
+	c1 := &Child{}
+	c1.Name = "111"
+	c1.Age = 11
+
+	s := structs.New(c1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.IsEmbedded())
+	fmt.Println(a.IsEmbedded())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="IsExported">IsExported</span>
+
+<p>Check if the field is exported</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) IsExported() bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		age  int
+	}
+	p1 := &Parent{Name: "11", age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("age")
+	
+	fmt.Println(n.IsExported())
+	fmt.Println(a.IsExported())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="IsZero">IsZero</span>
+
+<p>Check if the field is zero value</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) IsZero() bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.IsZero())
+	fmt.Println(a.IsZero())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="Name">Name</span>
+
+<p>Get the field name</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) Name() string
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.Name())
+	fmt.Println(a.Name())
+	
+	// Output: 
+	// Name
+	// Age
+}
+```
+
+### <span id="Kind">Kind</span>
+
+<p>Get the field's kind</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) Kind() reflect.Kind
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.Kind())
+	fmt.Println(a.Kind())
+	
+	// Output: 
+	// string
+	// int
+}
+```
+
+### <span id="IsSlice">IsSlice</span>
+
+<p>Check if the field is a slice</p>
+
+<b>Signature:</b>
+
+```go
+func (f *Field) IsSlice() bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		arr  []int
+	}
+
+	p1 := &Parent{arr: []int{1, 2, 3}}
+	s := structs.New(p1)
+	a, _ := s.Field("arr")
+	
+	fmt.Println(a.IsSlice())
+	
+	// Output: 
+	// true
+}
+```
--- a/docs/structs/field_zh-CN.md
+++ b/docs/structs/field_zh-CN.md
@@ -0,0 +1,353 @@
+# Field
+
+Field 包封装了一个抽象的`Field`结构体，提供了操作`struct`属性的相关函数
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/structs/field.go](https://github.com/duke-git/lancet/blob/main/structs/field.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/structs"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录:
+-   [Tag](#Tag)
+-   [Name](#Name)
+-   [Value](#Value)
+-   [Kind](#Kind)
+-   [IsEmbedded](#IsEmbedded)
+-   [IsExported](#IsExported)
+-   [IsZero](#IsZero)
+-   [IsSlice](#IsSlice)
+
+> 注意：由于`Field`继承于`Struct`，所以同样拥有`Struct`所有方法，如下：
+
+-   [ToMap](https://github.com/duke-git/lancet/blob/main/docs/structs/struct_zh-CN.md#ToMap)
+-   [Fields](https://github.com/duke-git/lancet/blob/main/docs/structs/struct_zh-CN.md#Fields)
+-   [Field](https://github.com/duke-git/lancet/blob/main/docs/structs/struct_zh-CN.md#Field)
+-   [IsStruct](https://github.com/duke-git/lancet/blob/main/docs/structs/struct_zh-CN.md#IsStruct)
+
+<div STYLE="page-break-after: always;"></div>
+
+## API 文档:
+
+### <span id="Tag">Tag</span>
+
+<p>获取`Field`的`Tag`，默认的tag key是json</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) Tag() *Tag
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	tag := n.Tag()
+
+	fmt.Println(tag.Name)
+	
+	// Output:
+	// name
+}
+```
+
+### <span id="Value">Value</span>
+
+<p>获取`Field`属性的值</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) Value() any
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	
+	fmt.Println(n.Value())
+	
+	// Output: 
+	// 111
+}
+```
+
+### <span id="IsEmbedded">IsEmbedded</span>
+
+<p>判断属性是否为嵌入</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) IsEmbedded() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+	}
+	type Child struct {
+		Parent
+		Age int
+	}
+	c1 := &Child{}
+	c1.Name = "111"
+	c1.Age = 11
+
+	s := structs.New(c1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.IsEmbedded())
+	fmt.Println(a.IsEmbedded())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="IsExported">IsExported</span>
+
+<p>判断属性是否导出</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) IsExported() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		age  int
+	}
+	p1 := &Parent{Name: "11", age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("age")
+	
+	fmt.Println(n.IsExported())
+	fmt.Println(a.IsExported())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="IsZero">IsZero</span>
+
+<p>判断属性是否为零值</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) IsZero() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.IsZero())
+	fmt.Println(a.IsZero())
+	
+	// Output: 
+	// true
+	// false
+}
+```
+
+### <span id="Name">Name</span>
+
+<p>获取属性名</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) Name() string
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.Name())
+	fmt.Println(a.Name())
+	
+	// Output: 
+	// Name
+	// Age
+}
+```
+
+### <span id="Kind">Kind</span>
+
+<p>获取属性Kind</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) Kind() reflect.Kind
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := structs.New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	
+	fmt.Println(n.Kind())
+	fmt.Println(a.Kind())
+	
+	// Output: 
+	// string
+	// int
+}
+```
+
+### <span id="IsSlice">IsSlice</span>
+
+<p>判断属性是否是切片</p>
+
+<b>函数签名:</b>
+
+```go
+func (f *Field) IsSlice() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type Parent struct {
+		Name string
+		arr  []int
+	}
+
+	p1 := &Parent{arr: []int{1, 2, 3}}
+	s := structs.New(p1)
+	a, _ := s.Field("arr")
+	
+	fmt.Println(a.IsSlice())
+	
+	// Output: 
+	// true
+}
+```
--- a/docs/structs/struct.md
+++ b/docs/structs/struct.md
@@ -0,0 +1,213 @@
+# Structs
+
+Struct is abstract struct for provide several high level functions
+
+<div STYLE="page-break-after: always;"></div>
+
+## Source:
+
+-   [https://github.com/duke-git/lancet/blob/main/structs/struct.go](https://github.com/duke-git/lancet/blob/main/structs/struct.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Usage:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/structs"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## Index:
+-   [New](#New)
+-   [ToMap](#ToMap)
+-   [Fields](#Fields)
+-   [Field](#Field)
+-   [IsStruct](#IsStruct)
+
+<div STYLE="page-break-after: always;"></div>
+
+## Documentation:
+
+### <span id="New">New</span>
+
+<p>The constructor function of the `Struct` </p>
+
+<b>Signature:</b>
+
+```go
+func New(value any, tagName ...string) *Struct
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	// to do something
+}
+```
+
+### <span id="ToMap">ToMap</span>
+
+<p>convert a valid struct to a map</p>
+
+<b>Signature:</b>
+
+```go
+func (s *Struct) ToMap() (map[string]any, error)
+```
+
+> In addition, provided a convenient static function ToMap
+
+```go
+func ToMap(v any) (map[string]any, error)
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	// use constructor function
+	s1 := structs.New(p1)
+	m1, _ := s1.ToMap()
+
+	fmt.Println(m1)
+	
+	// use static function
+	m2, _ := structs.ToMap(p1)
+	
+	fmt.Println(m2)
+	
+	// Output: 
+	// map[name:11]
+	// map[name:11]
+}
+```
+
+### <span id="Fields">Fields</span>
+
+<p>Get all fields of a given struct, that the fields are abstract struct field</p>
+
+<b>Signature:</b>
+
+```go
+func (s *Struct) Fields() []*Field
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	fields := s.Fields()
+
+	fmt.Println(len(fields))
+	
+	// Output: 
+	// 1
+}
+```
+
+### <span id="Field">Field</span>
+
+<p>Get an abstract field of a struct by given field name </p>
+
+<b>Signature:</b>
+
+```go
+func (s *Struct) Field(name string) *Field
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	f := s.Field("Name")
+
+	fmt.Println(f.Value())
+	
+	// Output: 
+	// 11
+}
+```
+
+### <span id="IsStruct">IsStruct</span>
+
+<p>Check if the struct is valid</p>
+
+<b>Signature:</b>
+
+```go
+func (s *Struct) IsStruct() bool
+```
+
+<b>Example:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+
+	fmt.Println(s.IsStruct())
+	
+	// Output: 
+	// true
+}
+```
--- a/docs/structs/struct_zh-CN.md
+++ b/docs/structs/struct_zh-CN.md
@@ -0,0 +1,212 @@
+# Structs
+
+structs 包封装了一个抽象的`Struct`结构体，提供了操作`struct`的相关函数
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/structs/struct.go](https://github.com/duke-git/lancet/blob/main/structs/struct.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/structs"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录:
+-   [New](#New)
+-   [ToMap](#ToMap)
+-   [Fields](#Fields)
+-   [Field](#Field)
+-   [IsStruct](#IsStruct)
+
+<div STYLE="page-break-after: always;"></div>
+
+## API 文档:
+
+### <span id="New">New</span>
+
+<p>`Struct`结构体的构造函数</p>
+
+<b>函数签名:</b>
+
+```go
+func New(value any, tagName ...string) *Struct
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	// to do something
+}
+```
+
+### <span id="ToMap">ToMap</span>
+
+<p>将一个合法的struct对象转换为map[string]any</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *Struct) ToMap() (map[string]any, error)
+```
+
+<b>除此之外，提供一个便捷的静态方法ToMap</b>
+
+```go
+func ToMap(v any) (map[string]any, error)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s1 := structs.New(p1)
+	m1, _ := s1.ToMap()
+
+	fmt.Println(m1)
+	
+	// 如果不需要Struct更多的方法，可以直接使用ToMap
+	m2, _ := structs.ToMap(p1)
+	
+	fmt.Println(m2)
+	
+	// Output: 
+	// map[name:11]
+	// map[name:11]
+}
+```
+
+### <span id="Fields">Fields</span>
+
+<p>获取一个struct对象的属性列表</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *Struct) Fields() []*Field
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	fields := s.Fields()
+
+	fmt.Println(len(fields))
+	
+	// Output: 
+	// 1
+}
+```
+
+### <span id="Field">Field</span>
+
+<p>根据属性名获取一个struct对象的属性</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *Struct) Field(name string) *Field
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+	f := s.Field("Name")
+
+	fmt.Println(f.Value())
+	
+	// Output: 
+	// 11
+}
+```
+
+### <span id="IsStruct">IsStruct</span>
+
+<p>判断是否为一个合法的struct对象</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *Struct) IsStruct() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/v2/structs"
+)
+
+func main() {
+	type People struct {
+		Name string `json:"name"`
+	}
+	p1 := &People{Name: "11"}
+	s := structs.New(p1)
+
+	fmt.Println(s.IsStruct())
+	
+	// Output: 
+	// true
+}
+```
--- a/docs/strutil.md
+++ b/docs/strutil.md
@@ -33,8 +33,9 @@ import (
 -   [UpperKebabCase](#UpperKebabCase)
 -   [LowerFirst](#LowerFirst)
 -   [UpperFirst](#UpperFirst)
-   [PadEnd](#PadEnd)
+-   [Pad](#Pad)
 -   [PadStart](#PadStart)
+-   [PadEnd](#PadEnd)
 -   [Reverse](#Reverse)
 -   [SnakeCase](#SnakeCase)
 -   [UpperSnakeCase](#UpperSnakeCase)
@@ -42,6 +43,9 @@ import (
 -   [Substring](#Substring)
 -   [Wrap](#Wrap)
 -   [Unwrap](#Unwrap)
+-   [SplitWords](#SplitWords)
+-   [WordCount](#WordCount)
+-   [RemoveNonPrintable](#RemoveNonPrintable)

 <div STYLE="page-break-after: always;"></div>

@@ -449,6 +453,51 @@ func main() {
 }
 ```

+### <span id="Pad">Pad</span>
+
+<p>Pads string on the left and right side if it's shorter than size.</p>
+
+<b>Signature:</b>
+
+```go
+func Pad(source string, size int, padStr string) string
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.Pad("foo", 1, "bar")
+    result2 := strutil.Pad("foo", 2, "bar")
+    result3 := strutil.Pad("foo", 3, "bar")
+    result4 := strutil.Pad("foo", 4, "bar")
+    result5 := strutil.Pad("foo", 5, "bar")
+    result6 := strutil.Pad("foo", 6, "bar")
+    result7 := strutil.Pad("foo", 7, "bar")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+    fmt.Println(result7)
+    // Output:
+    // foo
+    // foo
+    // foo
+    // foob
+    // bfoob
+    // bfooba
+    // bafooba
+}
+```
+
 ### <span id="PadEnd">PadEnd</span>

 <p>Pads string on the right side if it's shorter than size.</p>
@@ -802,3 +851,122 @@ func main() {
    // *foo*
 }
 ```
+
+
+### <span id="SplitWords">SplitWords</span>
+
+<p>Splits a string into words, word only contains alphabetic characters.</p>
+
+<b>Signature:</b>
+
+```go
+func SplitWords(s string) []string
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.SplitWords("a word")
+    result2 := strutil.SplitWords("I'am a programmer")
+    result3 := strutil.SplitWords("Bonjour, je suis programmeur")
+    result4 := strutil.SplitWords("a -b-c' 'd'e")
+    result5 := strutil.SplitWords("你好，我是一名码农")
+    result6 := strutil.SplitWords("こんにちは，私はプログラマーです")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // [a word]
+    // [I'am a programmer]
+    // [Bonjour je suis programmeur]
+    // [a b-c' d'e]
+    // []
+    // []
+}
+```
+
+
+### <span id="WordCount">WordCount</span>
+
+<p>Return the number of meaningful word, word only contains alphabetic characters.</p>
+
+<b>Signature:</b>
+
+```go
+func WordCount(s string) int
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.WordCount("a word")
+    result2 := strutil.WordCount("I'am a programmer")
+    result3 := strutil.WordCount("Bonjour, je suis programmeur")
+    result4 := strutil.WordCount("a -b-c' 'd'e")
+    result5 := strutil.WordCount("你好，我是一名码农")
+    result6 := strutil.WordCount("こんにちは，私はプログラマーです")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // 2
+    // 3
+    // 4
+    // 3
+    // 0
+    // 0
+}
+```
+
+
+### <span id="RemoveNonPrintable">RemoveNonPrintable</span>
+
+<p>Remove non-printable characters from a string.</p>
+
+<b>Signature:</b>
+
+```go
+func RemoveNonPrintable(str string) string
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.RemoveNonPrintable("hello\u00a0 \u200bworld\n")
+    result2 := strutil.RemoveNonPrintable("你好😄")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    // Output:
+    // hello world
+    // 你好😄
+}
+```
--- a/docs/strutil_zh-CN.md
+++ b/docs/strutil_zh-CN.md
@@ -33,6 +33,7 @@ import (
 -   [UpperKebabCase](#UpperKebabCase)
 -   [LowerFirst](#LowerFirst)
 -   [UpperFirst](#UpperFirst)
+-   [Pad](#Pad)
 -   [PadEnd](#PadEnd)
 -   [PadStart](#PadStart)
 -   [Reverse](#Reverse)
@@ -42,6 +43,9 @@ import (
 -   [Substring](#Substring)
 -   [Wrap](#Wrap)
 -   [Unwrap](#Unwrap)
+-   [SplitWords](#SplitWords)
+-   [WordCount](#WordCount)
+-   [RemoveNonPrintable](#RemoveNonPrintable)

 <div STYLE="page-break-after: always;"></div>

@@ -449,6 +453,51 @@ func main() {
 }
 ```

+### <span id="Pad">Pad</span>
+
+<p>如果字符串长度短于size，则在左右两侧填充字符串。</p>
+
+<b>函数签名:</b>
+
+```go
+func Pad(source string, size int, padStr string) string
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.Pad("foo", 1, "bar")
+    result2 := strutil.Pad("foo", 2, "bar")
+    result3 := strutil.Pad("foo", 3, "bar")
+    result4 := strutil.Pad("foo", 4, "bar")
+    result5 := strutil.Pad("foo", 5, "bar")
+    result6 := strutil.Pad("foo", 6, "bar")
+    result7 := strutil.Pad("foo", 7, "bar")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+    fmt.Println(result7)
+    // Output:
+    // foo
+    // foo
+    // foo
+    // foob
+    // bfoob
+    // bfooba
+    // bafooba
+}
+```
+
 ### <span id="PadEnd">PadEnd</span>

 <p>如果字符串长度短于size，则在右侧填充字符串。</p>
@@ -802,3 +851,121 @@ func main() {
    // *foo*
 }
 ```
+
+### <span id="SplitWords">SplitWords</span>
+
+<p>将字符串拆分为单词，只支持字母字符单词。</p>
+
+<b>函数签名:</b>
+
+```go
+func SplitWords(s string) []string
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.SplitWords("a word")
+    result2 := strutil.SplitWords("I'am a programmer")
+    result3 := strutil.SplitWords("Bonjour, je suis programmeur")
+    result4 := strutil.SplitWords("a -b-c' 'd'e")
+    result5 := strutil.SplitWords("你好，我是一名码农")
+    result6 := strutil.SplitWords("こんにちは，私はプログラマーです")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // [a word]
+    // [I'am a programmer]
+    // [Bonjour je suis programmeur]
+    // [a b-c' d'e]
+    // []
+    // []
+}
+```
+
+
+### <span id="WordCount">WordCount</span>
+
+<p>返回有意义单词的数量，只支持字母字符单词。</p>
+
+<b>函数签名:</b>
+
+```go
+func WordCount(s string) int
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.WordCount("a word")
+    result2 := strutil.WordCount("I'am a programmer")
+    result3 := strutil.WordCount("Bonjour, je suis programmeur")
+    result4 := strutil.WordCount("a -b-c' 'd'e")
+    result5 := strutil.WordCount("你好，我是一名码农")
+    result6 := strutil.WordCount("こんにちは，私はプログラマーです")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // 2
+    // 3
+    // 4
+    // 3
+    // 0
+    // 0
+}
+```
+
+
+### <span id="RemoveNonPrintable">RemoveNonPrintable</span>
+
+<p>删除字符串中不可打印的字符。</p>
+
+<b>函数签名:</b>
+
+```go
+func RemoveNonPrintable(str string) string
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/strutil"
+)
+
+func main() {
+    result1 := strutil.RemoveNonPrintable("hello\u00a0 \u200bworld\n")
+    result2 := strutil.RemoveNonPrintable("你好😄")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    // Output:
+    // hello world
+    // 你好😄
+}
+```
--- a/docs/validator.md
+++ b/docs/validator.md
@@ -29,6 +29,7 @@ import (
 -   [IsAlpha](#IsAlpha)
 -   [IsAllUpper](#IsAllUpper)
 -   [IsAllLower](#IsAllLower)
+-   [IsASCII](#IsASCII)
 -   [IsBase64](#IsBase64)
 -   [IsChineseMobile](#IsChineseMobile)
 -   [IsChineseIdNum](#IsChineseIdNum)
@@ -37,11 +38,14 @@ import (
 -   [IsDns](#IsDns)
 -   [IsEmail](#IsEmail)
 -   [IsEmptyString](#IsEmptyString)
+-   [IsInt](#IsInt)
+-   [IsFloat](#IsFloat)
+-   [IsNumber](#IsNumber)
+-   [IsIntStr](#IsIntStr)
 -   [IsFloatStr](#IsFloatStr)
 -   [IsNumberStr](#IsNumberStr)
 -   [IsJSON](#IsJSON)
 -   [IsRegexMatch](#IsRegexMatch)
-   [IsIntStr](#IsIntStr)
 -   [IsIp](#IsIp)
 -   [IsIpV4](#IsIpV4)
 -   [IsIpV6](#IsIpV6)
@@ -50,6 +54,7 @@ import (
 -   [IsWeakPassword](#IsWeakPassword)
 -   [IsZeroValue](#IsZeroValue)
 -   [IsGBK](#IsGBK)
+-   [IsPrintable](#IsPrintable)

 <div STYLE="page-break-after: always;"></div>

@@ -293,6 +298,46 @@ func main() {
 }
 ```

+### <span id="IsASCII">IsASCII</span>
+
+<p>Checks if string is all ASCII char.</p>
+
+<b>Signature:</b>
+
+```go
+func IsASCII(str string) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsASCII("ABC")
+    result2 := validator.IsASCII("123")
+    result3 := validator.IsASCII("")
+    result4 := validator.IsASCII("😄")
+    result5 := validator.IsASCII("你好")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // true
+    // true
+    // true
+    // false
+    // false
+}
+```
+
 ### <span id="IsBase64">IsBase64</span>

 <p>Check if the string is base64 string.</p>
@@ -547,6 +592,154 @@ func main() {
 }
 ```

+### <span id="IsInt">IsInt</span>
+
+<p>Check if the value is integer(int, unit) or not.</p>
+
+<b>Signature:</b>
+
+```go
+func IsInt(v any) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsInt("")
+    result2 := validator.IsInt("3")
+    result3 := validator.IsInt(0.1)
+    result4 := validator.IsInt(0)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // false
+    // true
+}
+```
+
+### <span id="IsFloat">IsFloat</span>
+
+<p>Check if the value is float(float32, float34) or not.</p>
+
+<b>Signature:</b>
+
+```go
+func IsFloat(v any) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsFloat("")
+    result2 := validator.IsFloat("3")
+    result3 := validator.IsFloat(0)
+    result4 := validator.IsFloat(0.1)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // false
+    // true
+}
+```
+
+### <span id="IsNumber">IsNumber</span>
+
+<p>Check if the value is number(integer, float) or not.</p>
+
+<b>Signature:</b>
+
+```go
+func IsNumber(v any) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsNumber("")
+    result2 := validator.IsNumber("3")
+    result3 := validator.IsNumber(0.1)
+    result4 := validator.IsNumber(0)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // true
+    // true
+}
+```
+
+### <span id="IsIntStr">IsIntStr</span>
+
+<p>Check if the string can convert to a integer.</p>
+
+<b>Signature:</b>
+
+```go
+func IsIntStr(s string) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsIntStr("+3")
+    result2 := validator.IsIntStr("-3")
+    result3 := validator.IsIntStr("3.")
+    result4 := validator.IsIntStr("abc")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // true
+    // true
+    // false
+    // false
+}
+```
+
 ### <span id="IsFloatStr">IsFloatStr</span>

 <p>Check if the string can convert to a float.</p>
@@ -642,8 +835,8 @@ import (
 func main() {
    result1 := validator.IsJSON("{}")
    result2 := validator.IsJSON("{\"name\": \"test\"}")
-    result3 := validator.IsIntStr("")
-    result4 := validator.IsIntStr("abc")
+    result3 := validator.IsJSON("")
+    result4 := validator.IsJSON("abc")

    fmt.Println(result1)
    fmt.Println(result2)
@@ -689,43 +882,6 @@ func main() {
 }
 ```

-### <span id="IsIntStr">IsIntStr</span>
-
-<p>Check if the string can convert to a integer.</p>
-
-<b>Signature:</b>
-
-```go
-func IsIntStr(s string) bool
-```
-
-<b>Example:</b>
-
-```go
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/validator"
-)
-
-func main() {
-    result1 := validator.IsIntStr("+3")
-    result2 := validator.IsIntStr("-3")
-    result3 := validator.IsIntStr("3.")
-    result4 := validator.IsIntStr("abc")
-
-    fmt.Println(result1)
-    fmt.Println(result2)
-    fmt.Println(result3)
-    fmt.Println(result4)
-
-    // Output:
-    // true
-    // true
-    // false
-    // false
-}
-```
-
 ### <span id="IsIp">IsIp</span>

 <p>Check if the string is a ip address.</p>
@@ -990,3 +1146,43 @@ func main() {
    // true
 }
 ```
+
+### <span id="IsPrintable">IsPrintable</span>
+
+<p>Checks if string is all printable chars.</p>
+
+<b>Signature:</b>
+
+```go
+func IsPrintable(str string) bool
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsPrintable("ABC")
+    result2 := validator.IsPrintable("{id: 123}")
+    result3 := validator.IsPrintable("")
+    result4 := validator.IsPrintable("😄")
+    result5 := validator.IsPrintable("\u0000")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+}
+```
--- a/docs/validator_zh-CN.md
+++ b/docs/validator_zh-CN.md
@@ -29,6 +29,7 @@ import (
 -   [IsAlpha](#IsAlpha)
 -   [IsAllUpper](#IsAllUpper)
 -   [IsAllLower](#IsAllLower)
+-   [IsASCII](#IsASCII)
 -   [IsBase64](#IsBase64)
 -   [IsChineseMobile](#IsChineseMobile)
 -   [IsChineseIdNum](#IsChineseIdNum)
@@ -37,11 +38,14 @@ import (
 -   [IsDns](#IsDns)
 -   [IsEmail](#IsEmail)
 -   [IsEmptyString](#IsEmptyString)
+-   [IsInt](#IsInt)
+-   [IsFloat](#IsFloat)
+-   [IsNumber](#IsNumber)
+-   [IsIntStr](#IsIntStr)
 -   [IsFloatStr](#IsFloatStr)
 -   [IsNumberStr](#IsNumberStr)
 -   [IsJSON](#IsJSON)
 -   [IsRegexMatch](#IsRegexMatch)
-   [IsIntStr](#IsIntStr)
 -   [IsIp](#IsIp)
 -   [IsIpV4](#IsIpV4)
 -   [IsIpV6](#IsIpV6)
@@ -50,6 +54,7 @@ import (
 -   [IsWeakPassword](#IsWeakPassword)
 -   [IsZeroValue](#IsZeroValue)
 -   [IsGBK](#IsGBK)
+-   [IsPrintable](#IsPrintable)

 <div STYLE="page-break-after: always;"></div>

@@ -293,6 +298,46 @@ func main() {
 }
 ```

+### <span id="IsASCII">IsASCII</span>
+
+<p>验证字符串全部为ASCII字符。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsASCII(str string) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsASCII("ABC")
+    result2 := validator.IsASCII("123")
+    result3 := validator.IsASCII("")
+    result4 := validator.IsASCII("😄")
+    result5 := validator.IsASCII("你好")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // true
+    // true
+    // true
+    // false
+    // false
+}
+```
+
 ### <span id="IsBase64">IsBase64</span>

 <p>验证字符串是否是base64编码</p>
@@ -547,6 +592,155 @@ func main() {
 }
 ```

+### <span id="IsInt">IsInt</span>
+
+<p>验证参数是否是整数(int, unit)。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsInt(v any) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsInt("")
+    result2 := validator.IsInt("3")
+    result3 := validator.IsInt(0.1)
+    result4 := validator.IsInt(0)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // false
+    // true
+}
+```
+
+### <span id="IsFloat">IsFloat</span>
+
+<p>验证参数是否是浮点数((float32, float34)。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsFloat(v any) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsFloat("")
+    result2 := validator.IsFloat("3")
+    result3 := validator.IsFloat(0)
+    result4 := validator.IsFloat(0.1)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // false
+    // true
+}
+```
+
+### <span id="IsNumber">IsNumber</span>
+
+<p>验证参数是否是数字(integer or float)</p>
+
+<b>函数签名:</b>
+
+```go
+func IsNumber(v any) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsNumber("")
+    result2 := validator.IsNumber("3")
+    result3 := validator.IsNumber(0.1)
+    result4 := validator.IsNumber(0)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // false
+    // false
+    // true
+    // true
+}
+```
+
+
+### <span id="IsIntStr">IsIntStr</span>
+
+<p>验证字符串是否是可以转换为整数</p>
+
+<b>函数签名:</b>
+
+```go
+func IsIntStr(s string) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsIntStr("+3")
+    result2 := validator.IsIntStr("-3")
+    result3 := validator.IsIntStr("3.")
+    result4 := validator.IsIntStr("abc")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // true
+    // true
+    // false
+    // false
+}
+```
+
 ### <span id="IsFloatStr">IsFloatStr</span>

 <p>验证字符串是否是可以转换为浮点数</p>
@@ -642,8 +836,8 @@ import (
 func main() {
    result1 := validator.IsJSON("{}")
    result2 := validator.IsJSON("{\"name\": \"test\"}")
-    result3 := validator.IsIntStr("")
-    result4 := validator.IsIntStr("abc")
+    result3 := validator.IsJSON("")
+    result4 := validator.IsJSON("abc")

    fmt.Println(result1)
    fmt.Println(result2)
@@ -689,42 +883,7 @@ func main() {
 }
 ```

-### <span id="IsIntStr">IsIntStr</span>

-<p>验证字符串是否是可以转换为整数</p>
-
-<b>函数签名:</b>
-
-```go
-func IsIntStr(s string) bool
-```
-
-<b>示例:</b>
-
-```go
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/validator"
-)
-
-func main() {
-    result1 := validator.IsIntStr("+3")
-    result2 := validator.IsIntStr("-3")
-    result3 := validator.IsIntStr("3.")
-    result4 := validator.IsIntStr("abc")
-
-    fmt.Println(result1)
-    fmt.Println(result2)
-    fmt.Println(result3)
-    fmt.Println(result4)
-
-    // Output:
-    // true
-    // true
-    // false
-    // false
-}
-```

 ### <span id="IsIp">IsIp</span>

@@ -990,3 +1149,44 @@ func main() {
    // true
 }
 ```
+
+
+### <span id="IsPrintable">IsPrintable</span>
+
+<p>检查字符串是否全部为可打印字符。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsPrintable(str string) bool
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    result1 := validator.IsPrintable("ABC")
+    result2 := validator.IsPrintable("{id: 123}")
+    result3 := validator.IsPrintable("")
+    result4 := validator.IsPrintable("😄")
+    result5 := validator.IsPrintable("\u0000")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+}
+```
--- a/docs/xerror.md
+++ b/docs/xerror.md
@@ -133,7 +133,7 @@ func main() {
    err1 := xerror.New("error").With("level", "high")
    wrapErr := errors.Wrap(err1, "oops")

-    err := xerror.Unwrap(err1)
+    err := xerror.Unwrap(wrapErr)

    values := err.Values()
    fmt.Println(values["level"])
@@ -441,7 +441,7 @@ import (
 )

 func main() {
-    err := New("error")
+    err := xerror.New("error")
    fmt.Println(err.Error())

    // Output:
--- a/docs/xerror_zh-CN.md
+++ b/docs/xerror_zh-CN.md
@@ -133,7 +133,7 @@ func main() {
    err1 := xerror.New("error").With("level", "high")
    wrapErr := errors.Wrap(err1, "oops")

-    err := xerror.Unwrap(err1)
+    err := xerror.Unwrap(wrapErr)

    values := err.Values()
    fmt.Println(values["level"])
@@ -441,7 +441,7 @@ import (
 )

 func main() {
-    err := New("error")
+    err := xerror.New("error")
    fmt.Println(err.Error())

    // Output:
--- a/fileutil/file.go
+++ b/fileutil/file.go
@@ -15,6 +15,7 @@ import (
 	"os"
 	"path"
 	"path/filepath"
+	"runtime"
 	"strings"
 )

@@ -345,3 +346,15 @@ func MiMeType(file any) string {
 	}
 	return mediatype
 }
+
+// CurrentPath return current absolute path.
+// Play: todo
+func CurrentPath() string {
+	var absPath string
+	_, filename, _, ok := runtime.Caller(1)
+	if ok {
+		absPath = path.Dir(filename)
+	}
+
+	return absPath
+}
--- a/fileutil/file_example_test.go
+++ b/fileutil/file_example_test.go
@@ -175,11 +175,11 @@ func ExampleReadFileByLine() {
 }

 func ExampleListFileNames() {
-	fileList, _ := ListFileNames("../formatter/")
+	fileList, _ := ListFileNames("./")
 	fmt.Println(fileList)

 	// Output:
-	// [formatter.go formatter_example_test.go formatter_test.go]
+	// [file.go file_example_test.go file_test.go]
 }

 func ExampleZip() {
--- a/fileutil/file_test.go
+++ b/fileutil/file_test.go
@@ -235,9 +235,14 @@ func TestMiMeType(t *testing.T) {
 func TestListFileNames(t *testing.T) {
 	assert := internal.NewAssert(t, "TestListFileNames")

-	filesInPath, err := ListFileNames("../formatter/")
+	filesInPath, err := ListFileNames("./")
 	assert.IsNil(err)

-	expected := []string{"formatter.go", "formatter_example_test.go", "formatter_test.go"}
+	expected := []string{"file.go", "file_example_test.go", "file_test.go"}
 	assert.Equal(expected, filesInPath)
 }
+
+func TestCurrentPath(t *testing.T) {
+	absPath := CurrentPath()
+	t.Log(absPath)
+}
--- a/formatter/byte.go
+++ b/formatter/byte.go
@@ -0,0 +1,178 @@
+package formatter
+
+import (
+	"fmt"
+	"math"
+	"strconv"
+	"strings"
+	"unicode"
+)
+
+//
+// code logic come from:
+// https://github.com/docker/go-units/blob/master/size.go
+
+// http://en.wikipedia.org/wiki/Binary_prefix
+const (
+	// Decimal
+	UnitB  = 1
+	UnitKB = 1000
+	UnitMB = 1000 * UnitKB
+	UnitGB = 1000 * UnitMB
+	UnitTB = 1000 * UnitGB
+	UnitPB = 1000 * UnitTB
+	UnitEB = 1000 * UnitPB
+
+	// Binary
+	UnitBiB = 1
+	UnitKiB = 1024
+	UnitMiB = 1024 * UnitKiB
+	UnitGiB = 1024 * UnitMiB
+	UnitTiB = 1024 * UnitGiB
+	UnitPiB = 1024 * UnitTiB
+	UnitEiB = 1024 * UnitPiB
+)
+
+// type byteUnitMap map[byte]int64
+
+var (
+	decimalByteMap = map[string]uint64{
+		"b":  UnitB,
+		"kb": UnitKB,
+		"mb": UnitMB,
+		"gb": UnitGB,
+		"tb": UnitTB,
+		"pb": UnitPB,
+		"eb": UnitEB,
+
+		// Without suffix
+		"":  UnitB,
+		"k": UnitKB,
+		"m": UnitMB,
+		"g": UnitGB,
+		"t": UnitTB,
+		"p": UnitPB,
+		"e": UnitEB,
+	}
+
+	binaryByteMap = map[string]uint64{
+		"bi":  UnitBiB,
+		"kib": UnitKiB,
+		"mib": UnitMiB,
+		"gib": UnitGiB,
+		"tib": UnitTiB,
+		"pib": UnitPiB,
+		"eib": UnitEiB,
+
+		// Without suffix
+		"":   UnitBiB,
+		"ki": UnitKiB,
+		"mi": UnitMiB,
+		"gi": UnitGiB,
+		"ti": UnitTiB,
+		"pi": UnitPiB,
+		"ei": UnitEiB,
+	}
+)
+
+var (
+	decimalByteUnits = []string{"B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB"}
+	binaryByteUnits  = []string{"B", "KiB", "MiB", "GiB", "TiB", "PiB", "EiB", "ZiB", "YiB"}
+)
+
+// DecimalBytes returns a human readable byte size under decimal standard (base 1000)
+// The precision parameter specifies the number of digits after the decimal point, which defaults to 4.
+// Play: todo
+func DecimalBytes(size float64, precision ...int) string {
+	p := 5
+	if len(precision) > 0 {
+		p = precision[0] + 1
+	}
+	size, unit := calculateByteSize(size, 1000.0, decimalByteUnits)
+
+	return fmt.Sprintf("%.*g%s", p, size, unit)
+}
+
+// BinaryBytes returns a human-readable byte size under binary standard (base 1024)
+// The precision parameter specifies the number of digits after the decimal point, which defaults to 4.
+// Play: todo
+func BinaryBytes(size float64, precision ...int) string {
+	p := 5
+	if len(precision) > 0 {
+		p = precision[0] + 1
+	}
+	size, unit := calculateByteSize(size, 1024.0, binaryByteUnits)
+
+	return fmt.Sprintf("%.*g%s", p, size, unit)
+}
+
+func calculateByteSize(size float64, base float64, byteUnits []string) (float64, string) {
+	i := 0
+	unitsLimit := len(byteUnits) - 1
+	for size >= base && i < unitsLimit {
+		size = size / base
+		i++
+	}
+	return size, byteUnits[i]
+}
+
+// ParseDecimalBytes return the human readable bytes size string into the amount it represents(base 1000).
+// ParseDecimalBytes("42 MB") -> 42000000, nil
+// Play: todo
+func ParseDecimalBytes(size string) (uint64, error) {
+	return parseBytes(size, "decimal")
+}
+
+// ParseBinaryBytes return the human readable bytes size string into the amount it represents(base 1024).
+// ParseBinaryBytes("42 mib") -> 44040192, nil
+// Play: todo
+func ParseBinaryBytes(size string) (uint64, error) {
+	return parseBytes(size, "binary")
+}
+
+// see https://github.com/dustin/go-humanize/blob/master/bytes.go
+func parseBytes(s string, kind string) (uint64, error) {
+	lastDigit := 0
+	hasComma := false
+	for _, r := range s {
+		if !(unicode.IsDigit(r) || r == '.' || r == ',') {
+			break
+		}
+		if r == ',' {
+			hasComma = true
+		}
+		lastDigit++
+	}
+
+	num := s[:lastDigit]
+	if hasComma {
+		num = strings.Replace(num, ",", "", -1)
+	}
+
+	f, err := strconv.ParseFloat(num, 64)
+	if err != nil {
+		return 0, err
+	}
+
+	extra := strings.ToLower(strings.TrimSpace(s[lastDigit:]))
+
+	if kind == "decimal" {
+		if m, ok := decimalByteMap[extra]; ok {
+			f *= float64(m)
+			if f >= math.MaxUint64 {
+				return 0, fmt.Errorf("too large: %v", s)
+			}
+			return uint64(f), nil
+		}
+	} else {
+		if m, ok := binaryByteMap[extra]; ok {
+			f *= float64(m)
+			if f >= math.MaxUint64 {
+				return 0, fmt.Errorf("too large: %v", s)
+			}
+			return uint64(f), nil
+		}
+	}
+
+	return 0, fmt.Errorf("unhandled size name: %v", extra)
+}
--- a/formatter/byte_test.go
+++ b/formatter/byte_test.go
@@ -0,0 +1,87 @@
+package formatter
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestDecimalBytes(t *testing.T) {
+	assert := internal.NewAssert(t, "TestDecimalBytes")
+
+	assert.Equal("1KB", DecimalBytes(1000))
+	assert.Equal("1.024KB", DecimalBytes(1024))
+	assert.Equal("1.2346MB", DecimalBytes(1234567))
+	assert.Equal("1.235MB", DecimalBytes(1234567, 3))
+	assert.Equal("1.123GB", DecimalBytes(float64(1.123*UnitGB)))
+	assert.Equal("2.123TB", DecimalBytes(float64(2.123*UnitTB)))
+	assert.Equal("3.123PB", DecimalBytes(float64(3.123*UnitPB)))
+	assert.Equal("4.123EB", DecimalBytes(float64(4.123*UnitEB)))
+	assert.Equal("1EB", DecimalBytes(float64(1000*UnitPB)))
+}
+
+func TestBinaryBytes(t *testing.T) {
+	assert := internal.NewAssert(t, "TestBinaryBytes")
+
+	assert.Equal("1KiB", BinaryBytes(1024))
+	assert.Equal("1MiB", BinaryBytes(1024*1024))
+	assert.Equal("1.1774MiB", BinaryBytes(1234567))
+	assert.Equal("1.18MiB", BinaryBytes(1234567, 2))
+}
+
+func TestParseDecimalBytes(t *testing.T) {
+	assert := internal.NewAssert(t, "TestParseDecimalBytes")
+
+	cases := map[string]uint64{
+		"12":      uint64(12),
+		"12 k":    uint64(12000),
+		"12 kb":   uint64(12000),
+		"12kb":    uint64(12000),
+		"12k":     uint64(12000),
+		"12K":     uint64(12000),
+		"12KB":    uint64(12000),
+		"12 K":    uint64(12000),
+		"12 KB":   uint64(12000),
+		"12 Kb":   uint64(12000),
+		"12 kB":   uint64(12000),
+		"12.2 KB": uint64(12200),
+	}
+
+	for k, v := range cases {
+		result, err := ParseDecimalBytes(k)
+		assert.Equal(v, result)
+		assert.IsNil(err)
+	}
+
+	_, err := ParseDecimalBytes("12 AB")
+	assert.IsNotNil(err)
+}
+
+func TestParseBinaryBytes(t *testing.T) {
+	assert := internal.NewAssert(t, "TestParseBinaryBytes")
+
+	cases := map[string]uint64{
+		"12":       uint64(12),
+		"12 ki":    uint64(12288),
+		"12 kib":   uint64(12288),
+		"12kib":    uint64(12288),
+		"12ki":     uint64(12288),
+		"12KI":     uint64(12288),
+		"12KIB":    uint64(12288),
+		"12KiB":    uint64(12288),
+		"12 Ki":    uint64(12288),
+		"12 KiB":   uint64(12288),
+		"12 Kib":   uint64(12288),
+		"12 kiB":   uint64(12288),
+		"12.2 KiB": uint64(12492),
+	}
+
+	for k, v := range cases {
+		result, err := ParseBinaryBytes(k)
+		assert.Equal(v, result)
+		assert.IsNil(err)
+	}
+
+	_, err := ParseDecimalBytes("12 AB")
+	assert.IsNotNil(err)
+}
--- a/formatter/formatter.go
+++ b/formatter/formatter.go
@@ -5,11 +5,13 @@
 package formatter

 import (
+	"encoding/json"
 	"fmt"
-	"reflect"
-	"strconv"
-	"strings"
+	"io"

+	"github.com/duke-git/lancet/v2/convertor"
+	"github.com/duke-git/lancet/v2/strutil"
+	"github.com/duke-git/lancet/v2/validator"
 	"golang.org/x/exp/constraints"
 )

@@ -18,54 +20,49 @@ import (
 // Comma("12345", "$") => "$12,345", Comma(12345, "$") => "$12,345"
 // Play: https://go.dev/play/p/eRD5k2vzUVX
 func Comma[T constraints.Float | constraints.Integer | string](value T, symbol string) string {
-	s, err := numberToString(value)
-	if err != nil {
+	if validator.IsInt(value) {
+		v, err := convertor.ToInt(value)
+		if err != nil {
+			return ""
+		}
+		return symbol + commaInt(v)
+	}
+
+	if validator.IsFloat(value) {
+		v, err := convertor.ToFloat(value)
+		if err != nil {
+			return ""
+		}
+		return symbol + commaFloat(v)
+	}
+
+	if strutil.IsString(value) {
+		v := fmt.Sprintf("%v", value)
+		if validator.IsNumberStr(v) {
+			return symbol + commaStr(v)
+		}
 		return ""
 	}

-	dotIndex := strings.Index(s, ".")
-	if dotIndex != -1 {
-		return symbol + commaString(s[:dotIndex]) + s[dotIndex:]
-	}
-
-	return symbol + commaString(s)
+	return ""
 }

-func commaString(s string) string {
-	if len(s) <= 3 {
-		return s
-	}
-	return commaString(s[:len(s)-3]) + "," + commaString(s[len(s)-3:])
+// Pretty data to JSON string.
+// Play: todo
+func Pretty(v any) (string, error) {
+	out, err := json.MarshalIndent(v, "", "    ")
+	return string(out), err
 }

-func numberToString(value any) (string, error) {
-	switch reflect.TypeOf(value).Kind() {
-	case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
-		reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64:
-		return fmt.Sprintf("%v", value), nil
+// PrettyToWriter pretty encode data to writer.
+// Play: todo
+func PrettyToWriter(v any, out io.Writer) error {
+	enc := json.NewEncoder(out)
+	enc.SetIndent("", "    ")

-		// todo: need to handle 12345678.9 => 1.23456789e+07
-	case reflect.Float32, reflect.Float64:
-		return fmt.Sprintf("%v", value), nil
-
-	case reflect.String:
-		{
-			sv := fmt.Sprintf("%v", value)
-			if strings.Contains(sv, ".") {
-				_, err := strconv.ParseFloat(sv, 64)
-				if err != nil {
-					return "", err
-				}
-				return sv, nil
-			} else {
-				_, err := strconv.ParseInt(sv, 10, 64)
-				if err != nil {
-					return "", nil
-				}
-				return sv, nil
-			}
-		}
-	default:
-		return "", nil
+	if err := enc.Encode(v); err != nil {
+		return err
 	}
+
+	return nil
 }
--- a/formatter/formatter_example_test.go
+++ b/formatter/formatter_example_test.go
@@ -1,6 +1,9 @@
 package formatter

-import "fmt"
+import (
+	"bytes"
+	"fmt"
+)

 func ExampleComma() {
 	result1 := Comma("123", "")
@@ -16,3 +19,115 @@ func ExampleComma() {
 	// $12,345
 	// ￥1,234,567
 }
+
+func ExamplePretty() {
+	result1, _ := Pretty([]string{"a", "b", "c"})
+	result2, _ := Pretty(map[string]int{"a": 1})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// [
+	//     "a",
+	//     "b",
+	//     "c"
+	// ]
+	// {
+	//     "a": 1
+	// }
+}
+
+func ExamplePrettyToWriter() {
+	type User struct {
+		Name string `json:"name"`
+		Aage uint   `json:"age"`
+	}
+	user := User{Name: "King", Aage: 10000}
+
+	buf := &bytes.Buffer{}
+	err := PrettyToWriter(user, buf)
+
+	fmt.Println(buf)
+	fmt.Println(err)
+
+	// Output:
+	// {
+	//     "name": "King",
+	//     "age": 10000
+	// }
+	//
+	// <nil>
+}
+
+func ExampleDecimalBytes() {
+	result1 := DecimalBytes(1000)
+	result2 := DecimalBytes(1024)
+	result3 := DecimalBytes(1234567)
+	result4 := DecimalBytes(1234567, 3)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 1KB
+	// 1.024KB
+	// 1.2346MB
+	// 1.235MB
+}
+
+func ExampleBinaryBytes() {
+	result1 := BinaryBytes(1024)
+	result2 := BinaryBytes(1024 * 1024)
+	result3 := BinaryBytes(1234567)
+	result4 := BinaryBytes(1234567, 2)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 1KiB
+	// 1MiB
+	// 1.1774MiB
+	// 1.18MiB
+}
+
+func ExampleParseDecimalBytes() {
+	result1, _ := ParseDecimalBytes("12")
+	result2, _ := ParseDecimalBytes("12k")
+	result3, _ := ParseDecimalBytes("12 Kb")
+	result4, _ := ParseDecimalBytes("12.2 kb")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 12
+	// 12000
+	// 12000
+	// 12200
+}
+
+func ExampleParseBinaryBytes() {
+	result1, _ := ParseBinaryBytes("12")
+	result2, _ := ParseBinaryBytes("12ki")
+	result3, _ := ParseBinaryBytes("12 KiB")
+	result4, _ := ParseBinaryBytes("12.2 kib")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 12
+	// 12288
+	// 12288
+	// 12492
+}
--- a/formatter/formatter_internal.go
+++ b/formatter/formatter_internal.go
@@ -0,0 +1,85 @@
+package formatter
+
+import (
+	"bytes"
+	"math"
+	"strconv"
+	"strings"
+)
+
+// see https://github.com/dustin/go-humanize/blob/master/comma.go
+func commaInt(v int64) string {
+	sign := ""
+
+	// Min int64 can't be negated to a usable value, so it has to be special cased.
+	if v == math.MinInt64 {
+		return "-9,223,372,036,854,775,808"
+	}
+
+	if v < 0 {
+		sign = "-"
+		v = 0 - v
+	}
+
+	parts := []string{"", "", "", "", "", "", ""}
+	j := len(parts) - 1
+
+	for v > 999 {
+		parts[j] = strconv.FormatInt(v%1000, 10)
+		switch len(parts[j]) {
+		case 2:
+			parts[j] = "0" + parts[j]
+		case 1:
+			parts[j] = "00" + parts[j]
+		}
+		v = v / 1000
+		j--
+	}
+	parts[j] = strconv.Itoa(int(v))
+	return sign + strings.Join(parts[j:], ",")
+}
+
+func commaFloat(v float64) string {
+	buf := &bytes.Buffer{}
+	if v < 0 {
+		buf.Write([]byte{'-'})
+		v = 0 - v
+	}
+
+	comma := []byte{','}
+
+	parts := strings.Split(strconv.FormatFloat(v, 'f', -1, 64), ".")
+	pos := 0
+	if len(parts[0])%3 != 0 {
+		pos += len(parts[0]) % 3
+		buf.WriteString(parts[0][:pos])
+		buf.Write(comma)
+	}
+	for ; pos < len(parts[0]); pos += 3 {
+		buf.WriteString(parts[0][pos : pos+3])
+		buf.Write(comma)
+	}
+	buf.Truncate(buf.Len() - 1)
+
+	if len(parts) > 1 {
+		buf.Write([]byte{'.'})
+		buf.WriteString(parts[1])
+	}
+	return buf.String()
+}
+
+func commaStr(s string) string {
+	dotIndex := strings.Index(s, ".")
+	if dotIndex != -1 {
+		return commaStrRecursive(s[:dotIndex]) + s[dotIndex:]
+	}
+
+	return commaStrRecursive(s)
+}
+
+func commaStrRecursive(s string) string {
+	if len(s) <= 3 {
+		return s
+	}
+	return commaStrRecursive(s[:len(s)-3]) + "," + commaStrRecursive(s[len(s)-3:])
+}
--- a/formatter/formatter_test.go
+++ b/formatter/formatter_test.go
@@ -1,6 +1,7 @@
 package formatter

 import (
+	"bytes"
 	"testing"

 	"github.com/duke-git/lancet/v2/internal"
@@ -16,12 +17,64 @@ func TestComma(t *testing.T) {
 	assert.Equal("12,345", Comma("12345", ""))
 	assert.Equal("12,345.6789", Comma("12345.6789", ""))
 	assert.Equal("123,456,789,000", Comma("123456789000", ""))
+	assert.Equal("12,345,678.9", Comma("12345678.9", ""))

 	assert.Equal("12,345", Comma(12345, ""))
 	assert.Equal("$12,345", Comma(12345, "$"))
 	assert.Equal("¥12,345", Comma(12345, "¥"))
 	assert.Equal("12,345.6789", Comma(12345.6789, ""))
 	assert.Equal("12,345.6789", Comma(+12345.6789, ""))
-	// assert.Equal("12,345,678.9", Comma(12345678.9, ""))
+	assert.Equal("12,345,678.9", Comma(12345678.9, ""))
 	assert.Equal("123,456,789,000", Comma(123456789000, ""))
 }
+
+func TestPretty(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPretty")
+
+	cases := []any{
+		"",
+		"abc",
+		123,
+		[]string{"a", "b", "c"},
+		map[string]int{"a": 1},
+		struct {
+			Abc int `json:"abc"`
+		}{Abc: 123},
+	}
+
+	expects := []string{
+		"\"\"",
+		`"abc"`,
+		"123",
+		"[\n    \"a\",\n    \"b\",\n    \"c\"\n]",
+		"{\n    \"a\": 1\n}",
+		"{\n    \"abc\": 123\n}",
+	}
+
+	for i, v := range cases {
+		result, err := Pretty(v)
+
+		assert.IsNil(err)
+
+		t.Log("result -> ", result)
+		assert.Equal(expects[i], result)
+	}
+}
+
+func TestPrettyToWriter(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPrettyToWriter")
+
+	type User struct {
+		Name string `json:"name"`
+		Aage uint   `json:"age"`
+	}
+	user := User{Name: "King", Aage: 10000}
+
+	expects := "{\n    \"name\": \"King\",\n    \"age\": 10000\n}\n"
+
+	buf := &bytes.Buffer{}
+	err := PrettyToWriter(user, buf)
+
+	assert.IsNil(err)
+	assert.Equal(expects, buf.String())
+}
--- a/internal/assert.go
+++ b/internal/assert.go
@@ -5,6 +5,7 @@
 package internal

 import (
+	"bytes"
 	"fmt"
 	"reflect"
 	"runtime"
@@ -44,6 +45,52 @@ func (a *Assert) NotEqual(expected, actual any) {
 	}
 }

+// EqualValues asserts that two objects are equal or convertable to the same types and equal.
+// https://github.com/stretchr/testify/assert/assertions.go
+func (a *Assert) EqualValues(expected, actual any) {
+	if !objectsAreEqualValues(expected, actual) {
+		makeTestFailed(a.T, a.CaseName, expected, actual)
+	}
+}
+
+func objectsAreEqualValues(expected, actual interface{}) bool {
+	if objectsAreEqual(expected, actual) {
+		return true
+	}
+
+	actualType := reflect.TypeOf(actual)
+	if actualType == nil {
+		return false
+	}
+	expectedValue := reflect.ValueOf(expected)
+	if expectedValue.IsValid() && expectedValue.Type().ConvertibleTo(actualType) {
+		// Attempt comparison after type conversion
+		return reflect.DeepEqual(expectedValue.Convert(actualType).Interface(), actual)
+	}
+
+	return false
+}
+
+func objectsAreEqual(expected, actual interface{}) bool {
+	if expected == nil || actual == nil {
+		return expected == actual
+	}
+
+	exp, ok := expected.([]byte)
+	if !ok {
+		return reflect.DeepEqual(expected, actual)
+	}
+
+	act, ok := actual.([]byte)
+	if !ok {
+		return false
+	}
+	if exp == nil || act == nil {
+		return exp == nil && act == nil
+	}
+	return bytes.Equal(exp, act)
+}
+
 // Greater check if expected is greate than actual
 func (a *Assert) Greater(expected, actual any) {
 	if compare(expected, actual) != compareGreater {
@@ -79,16 +126,18 @@ func (a *Assert) LessOrEqual(expected, actual any) {
 }

 // IsNil check if value is nil
-func (a *Assert) IsNil(value any) {
-	if value != nil {
-		makeTestFailed(a.T, a.CaseName, nil, value)
+func (a *Assert) IsNil(v any) {
+	if v == nil || (reflect.ValueOf(v).Kind() == reflect.Ptr && reflect.ValueOf(v).IsNil()) {
+		return
 	}
+
+	makeTestFailed(a.T, a.CaseName, nil, v)
 }

 // IsNotNil check if value is not nil
-func (a *Assert) IsNotNil(value any) {
-	if value == nil {
-		makeTestFailed(a.T, a.CaseName, "not nil", value)
+func (a *Assert) IsNotNil(v any) {
+	if v == nil || (reflect.ValueOf(v).Kind() == reflect.Ptr && reflect.ValueOf(v).IsNil()) {
+		makeTestFailed(a.T, a.CaseName, "not nil", v)
 	}
 }

--- a/internal/error_join.go
+++ b/internal/error_join.go
@@ -0,0 +1,51 @@
+package internal
+
+// Note: this file is copyed from the go standart repo (https://github.com/golang/go/blob/master/src/errors/join.go).
+// just in order to adapt under go1.9
+// do not use it outside lancet lib.
+
+// Join returns an error that wraps the given errors.
+// Any nil error values are discarded.
+// Join returns nil if errs contains no non-nil values.
+// The error formats as the concatenation of the strings obtained
+// by calling the Error method of each element of errs, with a newline
+// between each string.
+func JoinError(errs ...error) error {
+	n := 0
+	for _, err := range errs {
+		if err != nil {
+			n++
+		}
+	}
+	if n == 0 {
+		return nil
+	}
+	e := &joinError{
+		errs: make([]error, 0, n),
+	}
+	for _, err := range errs {
+		if err != nil {
+			e.errs = append(e.errs, err)
+		}
+	}
+	return e
+}
+
+type joinError struct {
+	errs []error
+}
+
+func (e *joinError) Error() string {
+	var b []byte
+	for i, err := range e.errs {
+		if i > 0 {
+			b = append(b, '\n')
+		}
+		b = append(b, err.Error()...)
+	}
+	return string(b)
+}
+
+func (e *joinError) Unwrap() []error {
+	return e.errs
+}
--- a/maputil/map.go
+++ b/maputil/map.go
@@ -4,7 +4,11 @@
 // Package maputil includes some functions to manipulate map.
 package maputil

-import "reflect"
+import (
+	"reflect"
+
+	"github.com/duke-git/lancet/v2/slice"
+)

 // Keys returns a slice of the map's keys.
 // Play: https://go.dev/play/p/xNB5bTb97Wd
@@ -34,6 +38,30 @@ func Values[K comparable, V any](m map[K]V) []V {
 	return values
 }

+// KeysBy creates a slice whose element is the result of function mapper invoked by every map's key.
+// Play: https://go.dev/play/p/hI371iB8Up8
+func KeysBy[K comparable, V any, T any](m map[K]V, mapper func(item K) T) []T {
+	keys := make([]T, 0, len(m))
+
+	for k := range m {
+		keys = append(keys, mapper(k))
+	}
+
+	return keys
+}
+
+// ValuesBy creates a slice whose element is the result of function mapper invoked by every map's value.
+// Play: https://go.dev/play/p/sg9-oRidh8f
+func ValuesBy[K comparable, V any, T any](m map[K]V, mapper func(item V) T) []T {
+	keys := make([]T, 0, len(m))
+
+	for _, v := range m {
+		keys = append(keys, mapper(v))
+	}
+
+	return keys
+}
+
 // Merge maps, next key will overwrite previous key.
 // Play: https://go.dev/play/p/H95LENF1uB-
 func Merge[K comparable, V any](maps ...map[K]V) map[K]V {
@@ -69,6 +97,71 @@ func Filter[K comparable, V any](m map[K]V, predicate func(key K, value V) bool)
 	return result
 }

+// FilterByKeys iterates over map, return a new map whose keys are all given keys.
+// Play: https://go.dev/play/p/7ov6BJHbVqh
+func FilterByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V {
+	result := make(map[K]V)
+
+	for k, v := range m {
+		if slice.Contain(keys, k) {
+			result[k] = v
+		}
+	}
+	return result
+}
+
+// FilterByValues iterates over map, return a new map whose values are all given values.
+// Play: https://go.dev/play/p/P3-9MdcXegR
+func FilterByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V {
+	result := make(map[K]V)
+
+	for k, v := range m {
+		if slice.Contain(values, v) {
+			result[k] = v
+		}
+	}
+	return result
+}
+
+// OmitBy is the opposite of Filter, removes all the map elements for which the predicate function returns true.
+// Play: https://go.dev/play/p/YJM4Hj5hNwm
+func OmitBy[K comparable, V any](m map[K]V, predicate func(key K, value V) bool) map[K]V {
+	result := make(map[K]V)
+
+	for k, v := range m {
+		if !predicate(k, v) {
+			result[k] = v
+		}
+	}
+	return result
+}
+
+// OmitByKeys the opposite of FilterByKeys, extracts all the map elements which keys are not omitted.
+// Play: https://go.dev/play/p/jXGrWDBfSRp
+func OmitByKeys[K comparable, V any](m map[K]V, keys []K) map[K]V {
+	result := make(map[K]V)
+
+	for k, v := range m {
+		if !slice.Contain(keys, k) {
+			result[k] = v
+		}
+	}
+	return result
+}
+
+// OmitByValues the opposite of FilterByValues. remov all elements whose value are in the give slice.
+// Play: https://go.dev/play/p/XB7Y10uw20_U
+func OmitByValues[K comparable, V comparable](m map[K]V, values []V) map[K]V {
+	result := make(map[K]V)
+
+	for k, v := range m {
+		if !slice.Contain(values, v) {
+			result[k] = v
+		}
+	}
+	return result
+}
+
 // Intersect iterates over maps, return a new map of key and value pairs in all given maps.
 // Play: https://go.dev/play/p/Zld0oj3sjcC
 func Intersect[K comparable, V any](maps ...map[K]V) map[K]V {
@@ -126,3 +219,73 @@ func IsDisjoint[K comparable, V any](mapA, mapB map[K]V) bool {
 	}
 	return true
 }
+
+// Entry is a key/value pairs.
+type Entry[K comparable, V any] struct {
+	Key   K
+	Value V
+}
+
+// Entries transforms a map into array of key/value pairs.
+// Play: https://go.dev/play/p/Ltb11LNcElY
+func Entries[K comparable, V any](m map[K]V) []Entry[K, V] {
+	entries := make([]Entry[K, V], 0, len(m))
+
+	for k, v := range m {
+		entries = append(entries, Entry[K, V]{
+			Key:   k,
+			Value: v,
+		})
+	}
+
+	return entries
+}
+
+// FromEntries creates a map based on a slice of key/value pairs
+// Play: https://go.dev/play/p/fTdu4sCNjQO
+func FromEntries[K comparable, V any](entries []Entry[K, V]) map[K]V {
+	result := make(map[K]V, len(entries))
+
+	for _, v := range entries {
+		result[v.Key] = v.Value
+	}
+
+	return result
+}
+
+// Transform a map to another type map.
+// Play: https://go.dev/play/p/P6ovfToM3zj
+func Transform[K1 comparable, V1 any, K2 comparable, V2 any](m map[K1]V1, iteratee func(key K1, value V1) (K2, V2)) map[K2]V2 {
+	result := make(map[K2]V2, len(m))
+
+	for k1, v1 := range m {
+		k2, v2 := iteratee(k1, v1)
+		result[k2] = v2
+	}
+
+	return result
+}
+
+// MapKeys transforms a map to other type map by manipulating it's keys.
+// Play: https://go.dev/play/p/8scDxWeBDKd
+func MapKeys[K comparable, V any, T comparable](m map[K]V, iteratee func(key K, value V) T) map[T]V {
+	result := make(map[T]V, len(m))
+
+	for k, v := range m {
+		result[iteratee(k, v)] = v
+	}
+
+	return result
+}
+
+// MapValues transforms a map to other type map by manipulating it's values.
+// Play: https://go.dev/play/p/g92aY3fc7Iw
+func MapValues[K comparable, V any, T any](m map[K]V, iteratee func(key K, value V) T) map[K]T {
+	result := make(map[K]T, len(m))
+
+	for k, v := range m {
+		result[k] = iteratee(k, v)
+	}
+
+	return result
+}
--- a/maputil/map_example_test.go
+++ b/maputil/map_example_test.go
@@ -3,6 +3,7 @@ package maputil
 import (
 	"fmt"
 	"sort"
+	"strconv"
 )

 func ExampleKeys() {
@@ -41,6 +42,51 @@ func ExampleValues() {
 	// [a a b c d]
 }

+func ExampleKeysBy() {
+	m := map[int]string{
+		1: "a",
+		2: "a",
+		3: "b",
+	}
+
+	keys := KeysBy(m, func(n int) int {
+		return n + 1
+	})
+
+	sort.Ints(keys)
+
+	fmt.Println(keys)
+
+	// Output:
+	// [2 3 4]
+}
+
+func ExampleValuesBy() {
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+	values := ValuesBy(m, func(v string) string {
+		switch v {
+		case "a":
+			return "a-1"
+		case "b":
+			return "b-2"
+		case "c":
+			return "c-3"
+		default:
+			return ""
+		}
+	})
+
+	sort.Strings(values)
+
+	fmt.Println(values)
+
+	// Output:
+	// [a-1 b-2 c-3]
+}
 func ExampleMerge() {
 	m1 := map[int]string{
 		1: "a",
@@ -99,6 +145,40 @@ func ExampleFilter() {
 	// map[b:2 d:4]
 }

+func ExampleFilterByKeys() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	result := FilterByKeys(m, []string{"a", "b"})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[a:1 b:2]
+}
+
+func ExampleFilterByValues() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	result := FilterByValues(m, []int{3, 4})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[c:3 d:4]
+}
+
 func ExampleIntersect() {
 	m1 := map[string]int{
 		"a": 1,
@@ -179,3 +259,177 @@ func ExampleIsDisjoint() {
 	// true
 	// false
 }
+
+func ExampleEntries() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+	}
+
+	result := Entries(m)
+
+	sort.Slice(result, func(i, j int) bool {
+		return result[i].Value < result[j].Value
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// [{a 1} {b 2} {c 3}]
+}
+
+func ExampleFromEntries() {
+
+	result := FromEntries([]Entry[string, int]{
+		{Key: "a", Value: 1},
+		{Key: "b", Value: 2},
+		{Key: "c", Value: 3},
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[a:1 b:2 c:3]
+}
+
+func ExampleTransform() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+	}
+
+	result := Transform(m, func(k string, v int) (string, string) {
+		return k, strconv.Itoa(v)
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[a:1 b:2 c:3]
+}
+
+func ExampleMapKeys() {
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+
+	result := MapKeys(m, func(k int, _ string) string {
+		return strconv.Itoa(k)
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[1:a 2:b 3:c]
+}
+
+func ExampleMapValues() {
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+
+	result := MapValues(m, func(k int, v string) string {
+		return v + strconv.Itoa(k)
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[1:a1 2:b2 3:c3]
+}
+
+func ExampleOmitBy() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+	isEven := func(_ string, value int) bool {
+		return value%2 == 0
+	}
+
+	result := OmitBy(m, isEven)
+
+	fmt.Println(result)
+
+	// Output:
+	// map[a:1 c:3 e:5]
+}
+
+func ExampleOmitByKeys() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	result := OmitByKeys(m, []string{"a", "b"})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[c:3 d:4 e:5]
+}
+
+func ExampleOmitByValues() {
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	result := OmitByValues(m, []int{4, 5})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[a:1 b:2 c:3]
+}
+
+func ExampleMapTo() {
+	type (
+		Person struct {
+			Name  string  `json:"name"`
+			Age   int     `json:"age"`
+			Phone string  `json:"phone"`
+			Addr  Address `json:"address"`
+		}
+
+		Address struct {
+			Street string `json:"street"`
+			Number int    `json:"number"`
+		}
+	)
+
+	personInfo := map[string]interface{}{
+		"name":  "Nothin",
+		"age":   28,
+		"phone": "123456789",
+		"address": map[string]interface{}{
+			"street": "test",
+			"number": 1,
+		},
+	}
+
+	var p Person
+	err := MapTo(personInfo, &p)
+
+	fmt.Println(err)
+	fmt.Println(p)
+
+	// Output:
+	// <nil>
+	// {Nothin 28 123456789 {test 1}}
+}
--- a/maputil/map_test.go
+++ b/maputil/map_test.go
@@ -2,6 +2,7 @@ package maputil

 import (
 	"sort"
+	"strconv"
 	"testing"

 	"github.com/duke-git/lancet/v2/internal"
@@ -41,6 +42,51 @@ func TestValues(t *testing.T) {
 	assert.Equal([]string{"a", "a", "b", "c", "d"}, values)
 }

+func TestKeysBy(t *testing.T) {
+	assert := internal.NewAssert(t, "TestKeysBy")
+
+	m := map[int]string{
+		1: "a",
+		2: "a",
+		3: "b",
+	}
+
+	keys := KeysBy(m, func(n int) int {
+		return n + 1
+	})
+
+	sort.Ints(keys)
+
+	assert.Equal([]int{2, 3, 4}, keys)
+}
+
+func TestValuesBy(t *testing.T) {
+	assert := internal.NewAssert(t, "TestValuesBy")
+
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+
+	values := ValuesBy(m, func(v string) string {
+		switch v {
+		case "a":
+			return "a-1"
+		case "b":
+			return "b-2"
+		case "c":
+			return "c-3"
+		default:
+			return ""
+		}
+	})
+
+	sort.Strings(values)
+
+	assert.Equal([]string{"a-1", "b-2", "c-3"}, values)
+}
+
 func TestMerge(t *testing.T) {
 	assert := internal.NewAssert(t, "TestMerge")

@@ -104,6 +150,107 @@ func TestFilter(t *testing.T) {
 	}, acturl)
 }

+func TestFilterByKeys(t *testing.T) {
+	assert := internal.NewAssert(t, "TestFilterByKeys")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	acturl := FilterByKeys(m, []string{"a", "b"})
+
+	assert.Equal(map[string]int{
+		"a": 1,
+		"b": 2,
+	}, acturl)
+}
+
+func TestFilterByValues(t *testing.T) {
+	assert := internal.NewAssert(t, "TestFilterByValues")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	acturl := FilterByValues(m, []int{3, 4})
+
+	assert.Equal(map[string]int{
+		"c": 3,
+		"d": 4,
+	}, acturl)
+}
+
+func TestOmitBy(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOmitBy")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+	isEven := func(_ string, value int) bool {
+		return value%2 == 0
+	}
+
+	acturl := OmitBy(m, isEven)
+
+	assert.Equal(map[string]int{
+		"a": 1,
+		"c": 3,
+		"e": 5,
+	}, acturl)
+}
+
+func TestOmitByKeys(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOmitByKeys")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	acturl := OmitByKeys(m, []string{"a", "b"})
+
+	assert.Equal(map[string]int{
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}, acturl)
+}
+
+func TestOmitByValues(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOmitByValues")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+		"d": 4,
+		"e": 5,
+	}
+
+	acturl := OmitByValues(m, []int{4, 5})
+
+	assert.Equal(map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+	}, acturl)
+}
+
 func TestIntersect(t *testing.T) {
 	assert := internal.NewAssert(t, "TestIntersect")

@@ -170,3 +317,104 @@ func TestIsDisjoint(t *testing.T) {

 	assert.Equal(false, IsDisjoint(m1, m3))
 }
+
+func TestEntries(t *testing.T) {
+	assert := internal.NewAssert(t, "TestEntries")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+	}
+
+	result := Entries(m)
+
+	sort.Slice(result, func(i, j int) bool {
+		return result[i].Value < result[j].Value
+	})
+
+	expected := []Entry[string, int]{{Key: "a", Value: 1}, {Key: "b", Value: 2}, {Key: "c", Value: 3}}
+
+	assert.Equal(expected, result)
+}
+
+func TestFromEntries(t *testing.T) {
+	assert := internal.NewAssert(t, "TestFromEntries")
+
+	result := FromEntries([]Entry[string, int]{
+		{Key: "a", Value: 1},
+		{Key: "b", Value: 2},
+		{Key: "c", Value: 3},
+	})
+
+	assert.Equal(3, len(result))
+	assert.Equal(1, result["a"])
+	assert.Equal(2, result["b"])
+	assert.Equal(3, result["c"])
+}
+
+func TestTransform(t *testing.T) {
+	assert := internal.NewAssert(t, "TestTransform")
+
+	m := map[string]int{
+		"a": 1,
+		"b": 2,
+		"c": 3,
+	}
+
+	result := Transform(m, func(k string, v int) (string, string) {
+		return k, strconv.Itoa(v)
+	})
+
+	expected := map[string]string{
+		"a": "1",
+		"b": "2",
+		"c": "3",
+	}
+
+	assert.Equal(expected, result)
+}
+
+func TestMapKeys(t *testing.T) {
+	assert := internal.NewAssert(t, "TestMapKeys")
+
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+
+	result := MapKeys(m, func(k int, _ string) string {
+		return strconv.Itoa(k)
+	})
+
+	expected := map[string]string{
+		"1": "a",
+		"2": "b",
+		"3": "c",
+	}
+
+	assert.Equal(expected, result)
+}
+
+func TestMapValues(t *testing.T) {
+	assert := internal.NewAssert(t, "TestMapKeys")
+
+	m := map[int]string{
+		1: "a",
+		2: "b",
+		3: "c",
+	}
+
+	result := MapValues(m, func(k int, v string) string {
+		return v + strconv.Itoa(k)
+	})
+
+	expected := map[int]string{
+		1: "a1",
+		2: "b2",
+		3: "c3",
+	}
+
+	assert.Equal(expected, result)
+}
--- a/maputil/typemap.go
+++ b/maputil/typemap.go
@@ -0,0 +1,180 @@
+package maputil
+
+import (
+	"fmt"
+	"reflect"
+	"strings"
+)
+
+var mapHandlers = map[reflect.Kind]func(reflect.Value, reflect.Value) error{
+	reflect.String:     convertNormal,
+	reflect.Int:        convertNormal,
+	reflect.Int16:      convertNormal,
+	reflect.Int32:      convertNormal,
+	reflect.Int64:      convertNormal,
+	reflect.Uint:       convertNormal,
+	reflect.Uint16:     convertNormal,
+	reflect.Uint32:     convertNormal,
+	reflect.Uint64:     convertNormal,
+	reflect.Float32:    convertNormal,
+	reflect.Float64:    convertNormal,
+	reflect.Uint8:      convertNormal,
+	reflect.Int8:       convertNormal,
+	reflect.Struct:     convertNormal,
+	reflect.Complex64:  convertNormal,
+	reflect.Complex128: convertNormal,
+}
+
+var _ = func() struct{} {
+	mapHandlers[reflect.Map] = convertMap
+	mapHandlers[reflect.Array] = convertSlice
+	mapHandlers[reflect.Slice] = convertSlice
+	return struct{}{}
+}()
+
+// MapTo try to map any interface to struct or base type
+/*
+	Eg:
+		v := map[string]interface{}{
+			"service":map[string]interface{}{
+				"ip":"127.0.0.1",
+				"port":1234,
+			},
+			version:"v1.0.01"
+		}
+
+		type Target struct {
+			Service struct {
+				Ip string `json:"ip"`
+				Port int `json:"port"`
+			} `json:"service"`
+			Ver string `json:"version"`
+		}
+
+		var dist Target
+		if err := maputil.MapTo(v,&dist); err != nil {
+			log.Println(err)
+			return
+		}
+
+		log.Println(dist)
+
+*/
+func MapTo(src any, dst any) error {
+
+	dstRef := reflect.ValueOf(dst)
+	if dstRef.Kind() != reflect.Ptr {
+		return fmt.Errorf("dst is not ptr")
+	}
+
+	dstRef = reflect.Indirect(dstRef)
+
+	srcRef := reflect.ValueOf(src)
+	if srcRef.Kind() == reflect.Ptr || srcRef.Kind() == reflect.Interface {
+		srcRef = srcRef.Elem()
+	}
+	if f, ok := mapHandlers[srcRef.Kind()]; ok {
+		return f(srcRef, dstRef)
+	}
+
+	return fmt.Errorf("no implemented:%s", srcRef.Type())
+}
+
+func convertNormal(src reflect.Value, dst reflect.Value) error {
+	if dst.CanSet() {
+		if src.Type() == dst.Type() {
+			dst.Set(src)
+		} else if src.CanConvert(dst.Type()) {
+			dst.Set(src.Convert(dst.Type()))
+		} else {
+			return fmt.Errorf("can not convert:%s:%s", src.Type().String(), dst.Type().String())
+		}
+	}
+	return nil
+}
+
+func convertSlice(src reflect.Value, dst reflect.Value) error {
+	if dst.Kind() != reflect.Array && dst.Kind() != reflect.Slice {
+		return fmt.Errorf("error type:%s", dst.Type().String())
+	}
+	l := src.Len()
+	target := reflect.MakeSlice(dst.Type(), l, l)
+	if dst.CanSet() {
+		dst.Set(target)
+	}
+	for i := 0; i < l; i++ {
+		srcValue := src.Index(i)
+		if srcValue.Kind() == reflect.Ptr || srcValue.Kind() == reflect.Interface {
+			srcValue = srcValue.Elem()
+		}
+		if f, ok := mapHandlers[srcValue.Kind()]; ok {
+			err := f(srcValue, dst.Index(i))
+			if err != nil {
+				return err
+			}
+		}
+	}
+
+	return nil
+}
+
+func convertMap(src reflect.Value, dst reflect.Value) error {
+	if src.Kind() != reflect.Map || dst.Kind() != reflect.Struct {
+		if src.Kind() == reflect.Interface {
+			return convertMap(src.Elem(), dst)
+		} else {
+			return fmt.Errorf("src or dst type error,%s,%s", src.Type().String(), dst.Type().String())
+		}
+	}
+	dstType := dst.Type()
+	num := dstType.NumField()
+	exist := map[string]int{}
+	for i := 0; i < num; i++ {
+		k := dstType.Field(i).Tag.Get("json")
+		if k == "" {
+			k = dstType.Field(i).Name
+		}
+		if strings.Contains(k, ",") {
+			taglist := strings.Split(k, ",")
+			if taglist[0] == "" {
+
+				k = dstType.Field(i).Name
+			} else {
+				k = taglist[0]
+
+			}
+
+		}
+		exist[k] = i
+	}
+
+	keys := src.MapKeys()
+	for _, key := range keys {
+		if index, ok := exist[key.String()]; ok {
+			v := dst.Field(index)
+			if v.Kind() == reflect.Struct {
+				err := convertMap(src.MapIndex(key), v)
+				if err != nil {
+					return err
+				}
+			} else {
+				if v.CanSet() {
+					if v.Type() == src.MapIndex(key).Elem().Type() {
+						v.Set(src.MapIndex(key).Elem())
+					} else if src.MapIndex(key).Elem().CanConvert(v.Type()) {
+						v.Set(src.MapIndex(key).Elem().Convert(v.Type()))
+					} else if f, ok := mapHandlers[src.MapIndex(key).Elem().Kind()]; ok && f != nil {
+						err := f(src.MapIndex(key).Elem(), v)
+						if err != nil {
+							return err
+						}
+					} else {
+						return fmt.Errorf("error type:d(%s)s(%s)", v.Type(), src.Type())
+					}
+				}
+			}
+		}
+	}
+
+	return nil
+}
--- a/maputil/typemap_test.go
+++ b/maputil/typemap_test.go
@@ -0,0 +1,111 @@
+package maputil
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+type (
+	Person struct {
+		Name  string  `json:"name"`
+		Age   int     `json:"age"`
+		Phone string  `json:"phone"`
+		Addr  Address `json:"address"`
+	}
+
+	Address struct {
+		Street string `json:"street"`
+		Number int    `json:"number"`
+	}
+)
+
+func TestStructType(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStructType")
+
+	src := map[string]interface{}{
+		"name":  "Nothin",
+		"age":   28,
+		"phone": "123456789",
+		"address": map[string]interface{}{
+			"street": "test",
+			"number": 1,
+		},
+	}
+
+	var p Person
+	err := MapTo(src, &p)
+	assert.IsNil(err)
+	assert.Equal(src["name"], p.Name)
+	assert.Equal(src["age"], p.Age)
+	assert.Equal(src["phone"], p.Phone)
+	assert.Equal("test", p.Addr.Street)
+	assert.Equal(1, p.Addr.Number)
+}
+
+func TestBaseType(t *testing.T) {
+	assert := internal.NewAssert(t, "TestBaseType")
+
+	tc := map[string]interface{}{
+		"i32":     -32,
+		"i8":      -8,
+		"i16":     -16,
+		"i64":     -64,
+		"i":       -1,
+		"u32":     32,
+		"u8":      8,
+		"u16":     16,
+		"u64":     64,
+		"u":       1,
+		"tf":      true,
+		"f32":     1.32,
+		"f64":     1.64,
+		"str":     "hello mapto",
+		"complex": 1 + 3i,
+	}
+
+	type BaseType struct {
+		I    int        `json:"i"`
+		I8   int8       `json:"i8"`
+		I16  int16      `json:"i16"`
+		I32  int32      `json:"i32"`
+		I64  int64      `json:"i64"`
+		U    uint       `json:"u"`
+		U8   uint8      `json:"u8"`
+		U16  uint16     `json:"u16"`
+		U32  uint32     `json:"u32"`
+		U64  uint64     `json:"u64"`
+		F32  float32    `json:"f32"`
+		F64  float64    `json:"f64"`
+		Tf   bool       `json:"tf"`
+		Str  string     `json:"str"`
+		Comp complex128 `json:"complex"`
+	}
+
+	var dist BaseType
+	err := MapTo(tc, &dist)
+	assert.IsNil(err)
+
+	var number float64
+
+	MapTo(tc["i"], &number)
+	assert.EqualValues(-1, number)
+	MapTo(tc["i8"], &number)
+	assert.EqualValues(-8, number)
+	MapTo(tc["i16"], &number)
+	assert.EqualValues(-16, number)
+	MapTo(tc["i32"], &number)
+	assert.EqualValues(-32, number)
+	MapTo(tc["i64"], &number)
+	assert.EqualValues(-64, number)
+	MapTo(tc["u"], &number)
+	assert.EqualValues(1, number)
+	MapTo(tc["u8"], &number)
+	assert.EqualValues(8, number)
+	MapTo(tc["u16"], &number)
+	assert.EqualValues(16, number)
+	MapTo(tc["u32"], &number)
+	assert.EqualValues(32, number)
+	MapTo(tc["u64"], &number)
+	assert.EqualValues(64, number)
+}
--- a/mathutil/mathutil.go
+++ b/mathutil/mathutil.go
@@ -183,3 +183,76 @@ func Average[T constraints.Integer | constraints.Float](numbers ...T) T {
 	}
 	return sum / n
 }
+
+// Range creates a slice of numbers from start with specified count, element step is 1.
+// Play: https://go.dev/play/p/9ke2opxa8ZP
+func Range[T constraints.Integer | constraints.Float](start T, count int) []T {
+	size := count
+	if count < 0 {
+		size = -count
+	}
+
+	result := make([]T, size)
+
+	for i, j := 0, start; i < size; i, j = i+1, j+1 {
+		result[i] = j
+	}
+
+	return result
+}
+
+// RangeWithStep creates a slice of numbers from start to end with specified step.
+// Play: https://go.dev/play/p/akLWz0EqOSM
+func RangeWithStep[T constraints.Integer | constraints.Float](start, end, step T) []T {
+	result := []T{}
+
+	if start >= end || step == 0 {
+		return result
+	}
+
+	for i := start; i < end; i += step {
+		result = append(result, i)
+	}
+
+	return result
+}
+
+// AngleToRadian converts angle value to radian value.
+// Play: https://go.dev/play/p/CIvlICqrHql
+func AngleToRadian(angle float64) float64 {
+	radian := angle * (math.Pi / 180)
+	return radian
+}
+
+// RadianToAngle converts radian value to angle value.
+// Play: https://go.dev/play/p/dQtmOTUOMgi
+func RadianToAngle(radian float64) float64 {
+	angle := radian * (180 / math.Pi)
+	return angle
+}
+
+// PointDistance get two points distance.
+// Play: https://go.dev/play/p/RrG4JIaziM8
+func PointDistance(x1, y1, x2, y2 float64) float64 {
+	a := x1 - x2
+	b := y1 - y2
+	c := math.Pow(a, 2) + math.Pow(b, 2)
+
+	return math.Sqrt(c)
+}
+
+// IsPrimes checks if number is prime number.
+// Play: https://go.dev/play/p/Rdd8UTHZJ7u
+func IsPrime(n int) bool {
+	if n < 2 {
+		return false
+	}
+
+	for i := 2; i <= int(math.Sqrt(float64(n))); i++ {
+		if n%i == 0 {
+			return false
+		}
+	}
+
+	return true
+}
--- a/mathutil/mathutil_exmaple_test.go
+++ b/mathutil/mathutil_exmaple_test.go
@@ -1,6 +1,9 @@
 package mathutil

-import "fmt"
+import (
+	"fmt"
+	"math"
+)

 func ExampleExponent() {
 	result1 := Exponent(10, 0)
@@ -185,3 +188,96 @@ func ExampleMinBy() {
 	// ab
 	//
 }
+
+func ExampleRange() {
+	result1 := Range(1, 4)
+	result2 := Range(1, -4)
+	result3 := Range(-4, 4)
+	result4 := Range(1.0, 4)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// [1 2 3 4]
+	// [1 2 3 4]
+	// [-4 -3 -2 -1]
+	// [1 2 3 4]
+}
+
+func ExampleRangeWithStep() {
+	result1 := RangeWithStep(1, 4, 1)
+	result2 := RangeWithStep(1, -1, 0)
+	result3 := RangeWithStep(-4, 1, 2)
+	result4 := RangeWithStep(1.0, 4.0, 1.1)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// [1 2 3]
+	// []
+	// [-4 -2 0]
+	// [1 2.1 3.2]
+}
+
+func ExampleAngleToRadian() {
+	result1 := AngleToRadian(45)
+	result2 := AngleToRadian(90)
+	result3 := AngleToRadian(180)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// 0.7853981633974483
+	// 1.5707963267948966
+	// 3.141592653589793
+}
+
+func ExampleRadianToAngle() {
+	result1 := RadianToAngle(math.Pi)
+	result2 := RadianToAngle(math.Pi / 2)
+	result3 := RadianToAngle(math.Pi / 4)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// 180
+	// 90
+	// 45
+}
+
+func ExamplePointDistance() {
+	result1 := PointDistance(1, 1, 4, 5)
+
+	fmt.Println(result1)
+
+	// Output:
+	// 5
+}
+
+func ExampleIsPrime() {
+	result1 := IsPrime(-1)
+	result2 := IsPrime(0)
+	result3 := IsPrime(1)
+	result4 := IsPrime(2)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
--- a/mathutil/mathutil_test.go
+++ b/mathutil/mathutil_test.go
@@ -1,6 +1,7 @@
 package mathutil

 import (
+	"math"
 	"testing"

 	"github.com/duke-git/lancet/v2/internal"
@@ -137,3 +138,76 @@ func TestMinBy(t *testing.T) {
 	})
 	assert.Equal("", res3)
 }
+
+func TestRange(t *testing.T) {
+	assert := internal.NewAssert(t, "TestRange")
+
+	result1 := Range(1, 4)
+	result2 := Range(1, -4)
+	result3 := Range(-4, 4)
+	result4 := Range(1.0, 4)
+	result5 := Range(1, 0)
+
+	assert.Equal([]int{1, 2, 3, 4}, result1)
+	assert.Equal([]int{1, 2, 3, 4}, result2)
+	assert.Equal([]int{-4, -3, -2, -1}, result3)
+	assert.Equal([]float64{1.0, 2.0, 3.0, 4.0}, result4)
+	assert.Equal([]int{}, result5)
+}
+
+func TestRangeWithStep(t *testing.T) {
+	assert := internal.NewAssert(t, "TestRangeWithStep")
+
+	result1 := RangeWithStep(1, 4, 1)
+	result2 := RangeWithStep(1, -1, 0)
+	result3 := RangeWithStep(-4, 1, 2)
+	result4 := RangeWithStep(1.0, 4.0, 1.1)
+
+	assert.Equal([]int{1, 2, 3}, result1)
+	assert.Equal([]int{}, result2)
+	assert.Equal([]int{-4, -2, 0}, result3)
+	assert.Equal([]float64{1.0, 2.1, 3.2}, result4)
+}
+
+func TestAngleToRadian(t *testing.T) {
+	assert := internal.NewAssert(t, "TestAngleToRadian")
+
+	result1 := AngleToRadian(45)
+	result2 := AngleToRadian(90)
+	result3 := AngleToRadian(180)
+
+	assert.Equal(0.7853981633974483, result1)
+	assert.Equal(1.5707963267948966, result2)
+	assert.Equal(3.141592653589793, result3)
+}
+
+func TestRadianToAngle(t *testing.T) {
+	assert := internal.NewAssert(t, "TestAngleToRadian")
+
+	result1 := RadianToAngle(math.Pi)
+	result2 := RadianToAngle(math.Pi / 2)
+	result3 := RadianToAngle(math.Pi / 4)
+
+	assert.Equal(float64(180), result1)
+	assert.Equal(float64(90), result2)
+	assert.Equal(float64(45), result3)
+}
+
+func TestPointDistance(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPointDistance")
+
+	result1 := PointDistance(1, 1, 4, 5)
+
+	assert.Equal(float64(5), result1)
+}
+
+func TestIsPrime(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsPrime")
+
+	assert.Equal(false, IsPrime(-1))
+	assert.Equal(false, IsPrime(0))
+	assert.Equal(false, IsPrime(1))
+	assert.Equal(true, IsPrime(2))
+	assert.Equal(true, IsPrime(3))
+	assert.Equal(false, IsPrime(4))
+}
--- a/netutil/http.go
+++ b/netutil/http.go
@@ -21,12 +21,11 @@ import (
 	"io"
 	"net/http"
 	"net/url"
-	"reflect"
-	"regexp"
 	"sort"
 	"strings"
 	"time"

+	"github.com/duke-git/lancet/v2/convertor"
 	"github.com/duke-git/lancet/v2/slice"
 )

@@ -219,7 +218,7 @@ func (client *HttpClient) setTLS(rawUrl string) {
 	}
 }

-// setHeader set http rquest header
+// setHeader set http request header
 func (client *HttpClient) setHeader(req *http.Request, headers http.Header) {
 	if headers == nil {
 		headers = make(http.Header)
@@ -278,29 +277,15 @@ func validateRequest(req *HttpRequest) error {
 // StructToUrlValues convert struct to url valuse,
 // only convert the field which is exported and has `json` tag.
 // Play: https://go.dev/play/p/pFqMkM40w9z
-func StructToUrlValues(targetStruct any) url.Values {
-	rv := reflect.ValueOf(targetStruct)
-	rt := reflect.TypeOf(targetStruct)
-
-	if rt.Kind() == reflect.Ptr {
-		rt = rt.Elem()
-	}
-	if rt.Kind() != reflect.Struct {
-		panic(fmt.Errorf("data type %T not support, shuld be struct or pointer to struct", targetStruct))
-	}
-
+func StructToUrlValues(targetStruct any) (url.Values, error) {
 	result := url.Values{}
-
-	fieldNum := rt.NumField()
-	pattern := `^[A-Z]`
-	regex := regexp.MustCompile(pattern)
-	for i := 0; i < fieldNum; i++ {
-		name := rt.Field(i).Name
-		tag := rt.Field(i).Tag.Get("json")
-		if regex.MatchString(name) && tag != "" {
-			result.Add(tag, fmt.Sprintf("%v", rv.Field(i).Interface()))
-		}
+	s, err := convertor.StructToMap(targetStruct)
+	if err != nil {
+		return nil, err
+	}
+	for k, v := range s {
+		result.Add(k, fmt.Sprintf("%v", v))
 	}

-	return result
+	return result, nil
 }
--- a/netutil/http_test.go
+++ b/netutil/http_test.go
@@ -217,30 +217,31 @@ func TestStructToUrlValues(t *testing.T) {
 	assert := internal.NewAssert(t, "TestStructToUrlValues")

 	type TodoQuery struct {
-		Id     int `json:"id"`
-		UserId int `json:"userId"`
+		Id     int    `json:"id"`
+		UserId int    `json:"userId"`
+		Name   string `json:"name,omitempty"`
 	}
-	todoQuery := TodoQuery{
+	item1 := TodoQuery{
 		Id:     1,
-		UserId: 1,
+		UserId: 123,
+		Name:   "",
+	}
+	todoValues, err := StructToUrlValues(item1)
+	if err != nil {
+		t.Errorf("params is invalid: %v", err)
 	}
-	todoValues := StructToUrlValues(todoQuery)

 	assert.Equal("1", todoValues.Get("id"))
-	assert.Equal("1", todoValues.Get("userId"))
+	assert.Equal("123", todoValues.Get("userId"))
+	assert.Equal("", todoValues.Get("name"))

-	request := &HttpRequest{
-		RawURL:      "https://jsonplaceholder.typicode.com/todos",
-		Method:      "GET",
-		QueryParams: todoValues,
+	item2 := TodoQuery{
+		Id:     2,
+		UserId: 456,
 	}
+	queryValues2, _ := StructToUrlValues(item2)

-	httpClient := NewHttpClient()
-	resp, err := httpClient.SendRequest(request)
-	if err != nil || resp.StatusCode != 200 {
-		log.Fatal(err)
-	}
-
-	body, _ := io.ReadAll(resp.Body)
-	t.Log("response: ", string(body))
+	assert.Equal("2", queryValues2.Get("id"))
+	assert.Equal("456", queryValues2.Get("userId"))
+	assert.Equal("", queryValues2.Get("name"))
 }
--- a/netutil/net_example_test.go
+++ b/netutil/net_example_test.go
@@ -123,21 +123,45 @@ func ExampleHttpClient_DecodeResponse() {

 func ExampleStructToUrlValues() {
 	type TodoQuery struct {
-		Id   int    `json:"id"`
-		Name string `json:"name"`
+		Id     int    `json:"id"`
+		UserId int    `json:"userId"`
+		Name   string `json:"name,omitempty"`
+		Status string
 	}
-	todoQuery := TodoQuery{
-		Id:   1,
-		Name: "Test",
+	item1 := TodoQuery{
+		Id:     1,
+		UserId: 123,
+		Name:   "test",
+		Status: "completed",
+	}
+	queryValues1, err := StructToUrlValues(item1)
+	if err != nil {
+		return
 	}
-	todoValues := StructToUrlValues(todoQuery)

-	fmt.Println(todoValues.Get("id"))
-	fmt.Println(todoValues.Get("name"))
+	item2 := TodoQuery{
+		Id:     2,
+		UserId: 456,
+	}
+	queryValues2, _ := StructToUrlValues(item2)
+
+	fmt.Println(queryValues1.Get("id"))
+	fmt.Println(queryValues1.Get("userId"))
+	fmt.Println(queryValues1.Get("name"))
+	fmt.Println(queryValues1.Get("status"))
+
+	fmt.Println(queryValues2.Get("id"))
+	fmt.Println(queryValues2.Get("userId"))
+	fmt.Println(queryValues2.Get("name"))

 	// Output:
 	// 1
-	// Test
+	// 123
+	// test
+	//
+	// 2
+	// 456
+	//
 }

 func ExampleConvertMapToQueryString() {
--- a/pointer/pointer.go
+++ b/pointer/pointer.go
@@ -0,0 +1,14 @@
+package pointer
+
+import "reflect"
+
+// ExtractPointer returns the underlying value by the given interface type
+func ExtractPointer(value any) any {
+	t := reflect.TypeOf(value)
+	v := reflect.ValueOf(value)
+
+	if t.Kind() != reflect.Pointer {
+		return value
+	}
+	return ExtractPointer(v.Elem().Interface())
+}
--- a/pointer/pointer_test.go
+++ b/pointer/pointer_test.go
@@ -0,0 +1,18 @@
+package pointer
+
+import (
+	"github.com/duke-git/lancet/v2/internal"
+	"testing"
+)
+
+func TestExtractPointer(t *testing.T) {
+
+	assert := internal.NewAssert(t, "TestExtractPointer")
+
+	a := 1
+	b := &a
+	c := &b
+	d := &c
+
+	assert.Equal(1, ExtractPointer(d))
+}
--- a/promise/promise.go
+++ b/promise/promise.go
@@ -0,0 +1,279 @@
+// Copyright 2023 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package promise contains some functions to support async programming.
+package promise
+
+import (
+	"errors"
+	"fmt"
+	"sync"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+// Promise represents the eventual completion (or failure) of an asynchronous operation and its resulting value.
+// ref : chebyrash/promise (https://github.com/chebyrash/promise)
+// see js promise: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise
+type Promise[T any] struct {
+	runnable func(resolve func(T), reject func(error))
+	result   T
+	err      error
+
+	pending bool
+
+	mu *sync.Mutex
+	wg *sync.WaitGroup
+}
+
+// New create a new promise instance.
+func New[T any](runnable func(resolve func(T), reject func(error))) *Promise[T] {
+	if runnable == nil {
+		panic("runnable function should not be nil")
+	}
+
+	p := &Promise[T]{
+		runnable: runnable,
+		pending:  true,
+		mu:       &sync.Mutex{},
+		wg:       &sync.WaitGroup{},
+	}
+
+	defer p.run()
+
+	return p
+}
+
+func (p *Promise[T]) run() {
+	p.wg.Add(1)
+
+	go func() {
+		defer func() {
+			if !p.pending {
+				return
+			}
+
+			if err := recover(); err != nil {
+				p.reject(errors.New(fmt.Sprint(err)))
+			}
+		}()
+
+		p.runnable(p.resolve, p.reject)
+	}()
+}
+
+// Resolve returns a Promise that has been resolved with a given value.
+func Resolve[T any](resolution T) *Promise[T] {
+	return &Promise[T]{
+		result:  resolution,
+		pending: false,
+		mu:      &sync.Mutex{},
+		wg:      &sync.WaitGroup{},
+	}
+}
+
+func (p *Promise[T]) resolve(value T) {
+	p.mu.Lock()
+	defer p.mu.Unlock()
+
+	if !p.pending {
+		return
+	}
+
+	p.result = value
+	p.pending = false
+
+	p.wg.Done()
+}
+
+// Reject returns a Promise that has been rejected with a given error.
+func Reject[T any](err error) *Promise[T] {
+	return &Promise[T]{
+		err:     err,
+		pending: false,
+		mu:      &sync.Mutex{},
+		wg:      &sync.WaitGroup{},
+	}
+}
+
+func (p *Promise[T]) reject(err error) {
+	p.mu.Lock()
+	defer p.mu.Unlock()
+
+	if !p.pending {
+		return
+	}
+
+	p.err = err
+	p.pending = false
+
+	p.wg.Done()
+}
+
+// Then allows chain calls to other promise methods.
+func Then[T1, T2 any](promise *Promise[T1], resolve1 func(value T1) T2) *Promise[T2] {
+	return New(func(resolve2 func(T2), reject func(error)) {
+		result, err := promise.Await()
+		if err != nil {
+			reject(err)
+			return
+		}
+		resolve2(resolve1(result))
+	})
+}
+
+// Then allows chain calls to other promise methods.
+func (p *Promise[T]) Then(resolve func(value T) T) *Promise[T] {
+	return New(func(_resolve func(T), reject func(error)) {
+		result, err := p.Await()
+		if err != nil {
+			reject(err)
+			return
+		}
+		_resolve(resolve(result))
+	})
+}
+
+// Catch allows to chain promises.
+func Catch[T any](promise *Promise[T], rejection func(err error) error) *Promise[T] {
+	return New(func(resolve func(T), reject func(error)) {
+		result, err := promise.Await()
+		if err != nil {
+			reject(rejection(err))
+			return
+		}
+		resolve(result)
+	})
+}
+
+// Catch chain an existing promise with an intermediate reject function.
+func (p *Promise[T]) Catch(reject func(error) error) *Promise[T] {
+	return New(func(resolve func(T), rej func(error)) {
+		resutl, err := p.Await()
+		if err != nil {
+			rej(reject(err))
+			return
+		}
+		resolve(resutl)
+	})
+}
+
+// Await blocks until the 'runable' to finish execution.
+func (p *Promise[T]) Await() (T, error) {
+	p.wg.Wait()
+	return p.result, p.err
+}
+
+type tuple[T1, T2 any] struct {
+	_1 T1
+	_2 T2
+}
+
+// All resolves when all of the promises have resolved, reject immediately upon any of the input promises rejecting.
+func All[T any](promises []*Promise[T]) *Promise[[]T] {
+	if len(promises) == 0 {
+		return nil
+	}
+
+	return New(func(resolve func([]T), reject func(error)) {
+		valsChan := make(chan tuple[T, int], len(promises))
+		errsChan := make(chan error, 1)
+
+		for idx, p := range promises {
+			idx := idx
+			_ = Then(p, func(data T) T {
+				valsChan <- tuple[T, int]{_1: data, _2: idx}
+				return data
+			})
+			_ = Catch(p, func(err error) error {
+				errsChan <- err
+				return err
+			})
+		}
+
+		resolutions := make([]T, len(promises))
+		for idx := 0; idx < len(promises); idx++ {
+			select {
+			case val := <-valsChan:
+				resolutions[val._2] = val._1
+			case err := <-errsChan:
+				reject(err)
+				return
+			}
+		}
+		resolve(resolutions)
+	})
+}
+
+// Race will settle the first fullfiled promise among muti promises.
+func Race[T any](promises []*Promise[T]) *Promise[T] {
+	if len(promises) == 0 {
+		return nil
+	}
+
+	return New(func(resolve func(T), reject func(error)) {
+		valsChan := make(chan T, 1)
+		errsChan := make(chan error, 1)
+
+		for _, p := range promises {
+			_ = Then(p, func(data T) T {
+				valsChan <- data
+				return data
+			})
+			_ = Catch(p, func(err error) error {
+				errsChan <- err
+				return err
+			})
+		}
+
+		select {
+		case val := <-valsChan:
+			resolve(val)
+		case err := <-errsChan:
+			reject(err)
+		}
+	})
+}
+
+// Any resolves as soon as any of the input's Promises resolve, with the value of the resolved Promise.
+// Any rejects if all of the given Promises are rejected with a combination of all errors.
+func Any[T any](promises []*Promise[T]) *Promise[T] {
+	if len(promises) == 0 {
+		return nil
+	}
+
+	return New(func(resolve func(T), reject func(error)) {
+		valsChan := make(chan T, 1)
+		errsChan := make(chan tuple[error, int], len(promises))
+
+		for idx, p := range promises {
+			idx := idx
+			_ = Then(p, func(data T) T {
+				valsChan <- data
+				return data
+			})
+			_ = Catch(p, func(err error) error {
+				errsChan <- tuple[error, int]{_1: err, _2: idx}
+				return err
+			})
+		}
+
+		errs := make([]error, len(promises))
+		for idx := 0; idx < len(promises); idx++ {
+			select {
+			case val := <-valsChan:
+				resolve(val)
+				return
+			case err := <-errsChan:
+				errs[err._2] = err._1
+			}
+		}
+
+		errCombo := errs[0]
+		for _, err := range errs[1:] {
+			errCombo = internal.JoinError(err)
+		}
+
+		reject(errCombo)
+	})
+}
--- a/promise/promise_example_test.go
+++ b/promise/promise_example_test.go
@@ -0,0 +1,195 @@
+package promise
+
+import (
+	"errors"
+	"fmt"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func ExampleNew() {
+	p := New(func(resolve func(string), reject func(error)) {
+		resolve("hello")
+	})
+
+	val, err := p.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(val)
+
+	// Output:
+	// hello
+}
+
+func ExampleThen() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		resolve("hello ")
+	})
+
+	p2 := Then(p1, func(s string) string {
+		return s + "world"
+	})
+
+	result, err := p2.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(result)
+
+	// Output:
+	// hello world
+}
+
+func ExamplePromise_Then() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		resolve("hello ")
+	})
+
+	p2 := p1.Then(func(s string) string {
+		return s + "world"
+	})
+
+	result, err := p2.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(result)
+
+	// Output:
+	// hello world
+}
+
+func ExampleCatch() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		err := errors.New("error1")
+		reject(err)
+	})
+
+	p2 := Catch(p1, func(err error) error {
+		e := errors.New("error2")
+		return internal.JoinError(err, e)
+	})
+
+	_, err := p1.Await()
+
+	fmt.Println(err.Error())
+
+	result2, err := p2.Await()
+
+	fmt.Println(result2)
+	fmt.Println(err.Error())
+
+	// Output:
+	// error1
+	//
+	// error1
+	// error2
+}
+
+func ExamplePromise_Catch() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		err := errors.New("error1")
+		reject(err)
+	})
+
+	p2 := p1.Catch(func(err error) error {
+		e := errors.New("error2")
+		return internal.JoinError(err, e)
+	})
+
+	_, err := p1.Await()
+
+	fmt.Println(err.Error())
+
+	result2, err := p2.Await()
+
+	fmt.Println(result2)
+	fmt.Println(err.Error())
+
+	// Output:
+	// error1
+	//
+	// error1
+	// error2
+}
+
+func ExampleAll() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		resolve("a")
+	})
+	p2 := New(func(resolve func(string), reject func(error)) {
+		resolve("b")
+	})
+	p3 := New(func(resolve func(string), reject func(error)) {
+		resolve("c")
+	})
+
+	pms := []*Promise[string]{p1, p2, p3}
+	p := All(pms)
+
+	result, err := p.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(result)
+
+	// Output:
+	// [a b c]
+}
+
+func ExampleAny() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		time.Sleep(time.Millisecond * 250)
+		resolve("fast")
+	})
+	p2 := New(func(resolve func(string), reject func(error)) {
+		time.Sleep(time.Millisecond * 500)
+		resolve("slow")
+	})
+	p3 := New(func(resolve func(string), reject func(error)) {
+		reject(errors.New("error"))
+	})
+
+	pms := []*Promise[string]{p1, p2, p3}
+	p := Any(pms)
+
+	result, err := p.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(result)
+
+	// Output:
+	// fast
+}
+
+func ExampleRace() {
+	p1 := New(func(resolve func(string), reject func(error)) {
+		time.Sleep(time.Millisecond * 100)
+		resolve("fast")
+	})
+	p2 := New(func(resolve func(string), reject func(error)) {
+		time.Sleep(time.Millisecond * 300)
+		resolve("slow")
+	})
+
+	pms := []*Promise[string]{p1, p2}
+	p := Race(pms)
+
+	result, err := p.Await()
+	if err != nil {
+		return
+	}
+
+	fmt.Println(result)
+
+	// Output:
+	// fast
+}
--- a/promise/promise_test.go
+++ b/promise/promise_test.go
@@ -0,0 +1,302 @@
+package promise
+
+import (
+	"errors"
+	"testing"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestResolve(t *testing.T) {
+	assert := internal.NewAssert(t, "TestResolve")
+
+	p := Resolve("abc")
+
+	assert.Equal("abc", p.result)
+	assert.Equal(false, p.pending)
+}
+
+func TestReject(t *testing.T) {
+	assert := internal.NewAssert(t, "TestReject")
+
+	err := errors.New("error")
+	p := Reject[string](err)
+
+	assert.Equal("error", p.err.Error())
+	assert.Equal(false, p.pending)
+}
+
+func TestThen(t *testing.T) {
+	assert := internal.NewAssert(t, "TestThen")
+
+	p1 := New(func(resolve func(string), reject func(error)) {
+		resolve("abc")
+	})
+
+	p2 := Then(p1, func(data string) string {
+		return data + "de"
+	})
+
+	val, err := p1.Await()
+	assert.IsNil(err)
+	assert.Equal("abc", val)
+
+	val, err = p2.Await()
+	assert.IsNil(err)
+	assert.Equal("abcde", val)
+}
+
+func TestPromise_Then(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPromise_Then")
+
+	p1 := New(func(resolve func(int), reject func(error)) {
+		resolve(1)
+	})
+
+	p2 := p1.Then(func(n int) int {
+		return n + 2
+	})
+
+	val, err := p1.Await()
+	assert.IsNil(err)
+	assert.Equal(1, val)
+
+	val, err = p2.Await()
+	assert.IsNil(err)
+	assert.Equal(3, val)
+}
+
+func TestCatch(t *testing.T) {
+	assert := internal.NewAssert(t, "TestCatch")
+
+	p1 := New(func(resolve func(string), reject func(error)) {
+		err := errors.New("error1")
+		reject(err)
+	})
+
+	p2 := Catch(p1, func(err error) error {
+		e := errors.New("error2")
+		return internal.JoinError(err, e)
+	})
+
+	val, err := p1.Await()
+	assert.Equal("", val)
+	assert.IsNotNil(err)
+	assert.Equal("error1", err.Error())
+
+	val, err = p2.Await()
+
+	assert.Equal("", val)
+	assert.IsNotNil(err)
+	assert.Equal("error1\nerror2", err.Error())
+}
+
+func TestPromise_Catch(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPromise_Catch")
+
+	p1 := New(func(resolve func(string), reject func(error)) {
+		err := errors.New("error1")
+		reject(err)
+	})
+
+	p2 := p1.Catch(func(err error) error {
+		e := errors.New("error2")
+		return internal.JoinError(err, e)
+	})
+
+	val, err := p1.Await()
+	assert.Equal("", val)
+	assert.IsNotNil(err)
+	assert.Equal("error1", err.Error())
+
+	val, err = p2.Await()
+
+	assert.Equal("", val)
+	assert.IsNotNil(err)
+	assert.Equal("error1\nerror2", err.Error())
+}
+
+func TestAll(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPromise_All")
+
+	t.Run("AllPromisesFullfilled", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			resolve("a")
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			resolve("b")
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			resolve("c")
+		})
+
+		p := All([]*Promise[string]{p1, p2, p3})
+
+		val, err := p.Await()
+		assert.Equal([]string{"a", "b", "c"}, val)
+		assert.IsNil(err)
+	})
+
+	t.Run("EmptyPromises", func(_ *testing.T) {
+		var empty = []*Promise[any]{}
+		p := All(empty)
+		assert.IsNil(p)
+	})
+
+	t.Run("PromisesContainRejected", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			resolve("a")
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error1"))
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error2"))
+		})
+
+		p := All([]*Promise[string]{p1, p2, p3})
+
+		_, err := p.Await()
+
+		assert.IsNotNil(err)
+		// assert.Equal("error1", err.Error())
+	})
+
+	t.Run("PromisesOnlyRejected", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error1"))
+
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error2"))
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error3"))
+		})
+
+		p := All([]*Promise[string]{p1, p2, p3})
+
+		_, err := p.Await()
+
+		assert.IsNotNil(err)
+		// assert.Equal("error1", err.Error())
+	})
+
+}
+
+func TestAny(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPromise_Any")
+
+	t.Run("AnyFullfilled", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			time.Sleep(time.Millisecond * 250)
+			resolve("fast")
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			time.Sleep(time.Millisecond * 500)
+			resolve("slow")
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error"))
+		})
+
+		p := Any([]*Promise[string]{p1, p2, p3})
+
+		val, err := p.Await()
+		assert.Equal("fast", val)
+		assert.IsNil(err)
+	})
+
+	t.Run("EmptyPromises", func(_ *testing.T) {
+		var empty = []*Promise[any]{}
+		p := Any(empty)
+		assert.IsNil(p)
+	})
+
+	t.Run("OnlyRejected", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error1"))
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error2"))
+		})
+
+		p := Any([]*Promise[string]{p1, p2})
+
+		_, err := p.Await()
+
+		assert.IsNotNil(err)
+		// assert.Equal("error1", err.Error())
+	})
+
+}
+
+func TestRace(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPromise_Race")
+
+	t.Run("PromisesFullfilled", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			time.Sleep(time.Millisecond * 100)
+			resolve("a")
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			time.Sleep(time.Millisecond * 300)
+			resolve("b")
+		})
+
+		p := Race([]*Promise[string]{p1, p2})
+
+		val, err := p.Await()
+		assert.Equal("a", val)
+		assert.IsNil(err)
+	})
+
+	t.Run("EmptyPromises", func(_ *testing.T) {
+		var empty = []*Promise[any]{}
+		p := Race(empty)
+		assert.IsNil(p)
+	})
+
+	t.Run("PromisesContainRejected", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			time.Sleep(time.Millisecond * 100)
+			resolve("a")
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error1"))
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error2"))
+		})
+
+		p := Race([]*Promise[string]{p1, p2, p3})
+
+		val, err := p.Await()
+
+		assert.IsNotNil(err)
+		// assert.Equal("error1", err.Error())
+		assert.Equal("", val)
+	})
+
+	t.Run("PromisesOnlyRejected", func(_ *testing.T) {
+		p1 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error1"))
+
+		})
+		p2 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error2"))
+		})
+		p3 := New(func(resolve func(string), reject func(error)) {
+			reject(errors.New("error3"))
+		})
+
+		p := Race([]*Promise[string]{p1, p2, p3})
+
+		_, err := p.Await()
+
+		assert.IsNotNil(err)
+		// assert.Equal("error1", err.Error())
+	})
+
+}
--- a/random/random.go
+++ b/random/random.go
@@ -19,6 +19,10 @@ const (
 	Letters       = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ"
 )

+func init() {
+	rand.Seed(time.Now().UnixNano())
+}
+
 // RandInt generate random int between min and max, maybe min,  not be max.
 // Play: https://go.dev/play/p/pXyyAAI5YxD
 func RandInt(min, max int) int {
@@ -28,9 +32,12 @@ func RandInt(min, max int) int {
 	if max < min {
 		min, max = max, min
 	}
-	r := rand.New(rand.NewSource(time.Now().UnixNano()))

-	return r.Intn(max-min) + min
+	// fix: https://github.com/duke-git/lancet/issues/75
+	// r := rand.New(rand.NewSource(time.Now().UnixNano()))
+	// return r.Intn(max-min) + min
+
+	return rand.Intn(max-min) + min
 }

 // RandBytes generate random byte slice.
@@ -81,10 +88,12 @@ func RandNumeralOrLetter(length int) string {
 // random generate a random string based on given string range.
 func random(s string, length int) string {
 	b := make([]byte, length)
-	r := rand.New(rand.NewSource(time.Now().UnixNano()))
+
+	// fix: https://github.com/duke-git/lancet/issues/75
+	// r := rand.New(rand.NewSource(time.Now().UnixNano()))

 	for i := range b {
-		b[i] = s[r.Int63()%int64(len(s))]
+		b[i] = s[rand.Int63()%int64(len(s))]
 	}

 	return string(b)
--- a/slice/slice.go
+++ b/slice/slice.go
@@ -33,6 +33,18 @@ func Contain[T comparable](slice []T, target T) bool {
 	return false
 }

+// ContainBy returns true if predicate function return true.
+// Play: https://go.dev/play/p/49tkHfX4GNc
+func ContainBy[T any](slice []T, predicate func(item T) bool) bool {
+	for _, item := range slice {
+		if predicate(item) {
+			return true
+		}
+	}
+
+	return false
+}
+
 // ContainSubSlice check if the slice contain a given subslice or not.
 // Play: https://go.dev/play/p/bcuQ3UT6Sev
 func ContainSubSlice[T comparable](slice, subSlice []T) bool {
@@ -409,6 +421,17 @@ func ForEach[T any](slice []T, iteratee func(index int, item T)) {
 	}
 }

+// ForEachWithBreak iterates over elements of slice and invokes function for each element,
+// when iteratee return false, will break the for each loop.
+// Play: https://go.dev/play/p/qScs39f3D9W
+func ForEachWithBreak[T any](slice []T, iteratee func(index int, item T) bool) {
+	for i, v := range slice {
+		if !iteratee(i, v) {
+			break
+		}
+	}
+}
+
 // Map creates an slice of values by running each element of slice thru iteratee function.
 // Play: https://go.dev/play/p/biaTefqPquw
 func Map[T any, U any](slice []T, iteratee func(index int, item T) U) []U {
@@ -421,6 +444,35 @@ func Map[T any, U any](slice []T, iteratee func(index int, item T) U) []U {
 	return result
 }

+// FilterMap returns a slice which apply both filtering and mapping to the given slice.
+// iteratee callback function should returntwo values:
+// 1, mapping result.
+// 2, whether the result element should be included or not
+// Play: https://go.dev/play/p/J94SZ_9MiIe
+func FilterMap[T any, U any](slice []T, iteratee func(index int, item T) (U, bool)) []U {
+	result := []U{}
+
+	for i, v := range slice {
+		if a, ok := iteratee(i, v); ok {
+			result = append(result, a)
+		}
+	}
+
+	return result
+}
+
+// FlatMap manipulates a slice and transforms and flattens it to a slice of another type.
+// Play: https://go.dev/play/p/_QARWlWs1N_F
+func FlatMap[T any, U any](slice []T, iteratee func(index int, item T) []U) []U {
+	result := make([]U, 0, len(slice))
+
+	for i, v := range slice {
+		result = append(result, iteratee(i, v)...)
+	}
+
+	return result
+}
+
 // Reduce creates an slice of values by running each element of slice thru iteratee function.
 // Play: https://go.dev/play/p/_RfXJJWIsIm
 func Reduce[T any](slice []T, iteratee func(index int, item1, item2 T) T, initial T) T {
@@ -440,6 +492,30 @@ func Reduce[T any](slice []T, iteratee func(index int, item1, item2 T) T, initia
 	return result
 }

+// ReduceBy produces a value from slice by accumulating the result of each element as passed through the reducer function.
+// Play: todo
+func ReduceBy[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U {
+	accumulator := initial
+
+	for i, v := range slice {
+		accumulator = reducer(i, v, accumulator)
+	}
+
+	return accumulator
+}
+
+// ReduceRight is like ReduceBy, but it iterates over elements of slice from right to left.
+// Play: todo
+func ReduceRight[T any, U any](slice []T, initial U, reducer func(index int, item T, agg U) U) U {
+	accumulator := initial
+
+	for i := len(slice) - 1; i >= 0; i-- {
+		accumulator = reducer(i, slice[i], accumulator)
+	}
+
+	return accumulator
+}
+
 // Replace returns a copy of the slice with the first n non-overlapping instances of old replaced by new.
 // Play: https://go.dev/play/p/P5mZp7IhOFo
 func Replace[T comparable](slice []T, old T, new T, n int) []T {
@@ -559,7 +635,7 @@ func DeleteAt[T any](slice []T, start int, end ...int) []T {
 }

 // Drop drop n elements from the start of a slice.
-// Play: https://go.dev/play/p/pJ-d6MUWcvK
+// Play: https://go.dev/play/p/jnPO2yQsT8H
 func Drop[T any](slice []T, n int) []T {
 	size := len(slice)

@@ -577,7 +653,7 @@ func Drop[T any](slice []T, n int) []T {
 }

 // DropRight drop n elements from the end of a slice.
-// Play: todo
+// Play: https://go.dev/play/p/8bcXvywZezG
 func DropRight[T any](slice []T, n int) []T {
 	size := len(slice)

@@ -595,7 +671,7 @@ func DropRight[T any](slice []T, n int) []T {
 }

 // DropWhile drop n elements from the start of a slice while predicate function returns true.
-// Play: todo
+// Play: https://go.dev/play/p/4rt252UV_qs
 func DropWhile[T any](slice []T, predicate func(item T) bool) []T {
 	i := 0

@@ -611,7 +687,7 @@ func DropWhile[T any](slice []T, predicate func(item T) bool) []T {
 }

 // DropRightWhile drop n elements from the end of a slice while predicate function returns true.
-// Play: todo
+// Play: https://go.dev/play/p/6wyK3zMY56e
 func DropRightWhile[T any](slice []T, predicate func(item T) bool) []T {
 	i := len(slice) - 1

@@ -831,7 +907,7 @@ func Shuffle[T any](slice []T) []T {
 }

 // IsAscending checks if a slice is ascending order.
-// Play: todo
+// Play: https://go.dev/play/p/9CtsFjet4SH
 func IsAscending[T constraints.Ordered](slice []T) bool {
 	for i := 1; i < len(slice); i++ {
 		if slice[i-1] > slice[i] {
@@ -843,7 +919,7 @@ func IsAscending[T constraints.Ordered](slice []T) bool {
 }

 // IsDescending checks if a slice is descending order.
-// Play: todo
+// Play: https://go.dev/play/p/U_LljFXma14
 func IsDescending[T constraints.Ordered](slice []T) bool {
 	for i := 1; i < len(slice); i++ {
 		if slice[i-1] < slice[i] {
@@ -855,13 +931,13 @@ func IsDescending[T constraints.Ordered](slice []T) bool {
 }

 // IsSorted checks if a slice is sorted(ascending or descending).
-// Play: todo
+// Play: https://go.dev/play/p/nCE8wPLwSA-
 func IsSorted[T constraints.Ordered](slice []T) bool {
 	return IsAscending(slice) || IsDescending(slice)
 }

 // IsSortedByKey checks if a slice is sorted by iteratee function.
-// Play: todo
+// Play: https://go.dev/play/p/tUoGB7DOHI4
 func IsSortedByKey[T any, K constraints.Ordered](slice []T, iteratee func(item T) K) bool {
 	size := len(slice)

@@ -1042,7 +1118,7 @@ func IndexOf[T comparable](arr []T, val T) int {
 // LastIndexOf returns the index at which the last occurrence of the item is found in a slice or return -1 if the then cannot be found.
 // Play: https://go.dev/play/p/DokM4cf1IKH
 func LastIndexOf[T comparable](slice []T, item T) int {
-	for i := len(slice) - 1; i > 0; i-- {
+	for i := len(slice) - 1; i >= 0; i-- {
 		if item == slice[i] {
 			return i
 		}
--- a/slice/slice_example_test.go
+++ b/slice/slice_example_test.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"math"
 	"reflect"
+	"strconv"
 )

 func ExampleContain() {
@@ -18,6 +19,32 @@ func ExampleContain() {
 	// false
 }

+func ExampleContainBy() {
+	type foo struct {
+		A string
+		B int
+	}
+
+	array1 := []foo{{A: "1", B: 1}, {A: "2", B: 2}}
+	result1 := ContainBy(array1, func(f foo) bool { return f.A == "1" && f.B == 1 })
+	result2 := ContainBy(array1, func(f foo) bool { return f.A == "2" && f.B == 1 })
+
+	array2 := []string{"a", "b", "c"}
+	result3 := ContainBy(array2, func(t string) bool { return t == "a" })
+	result4 := ContainBy(array2, func(t string) bool { return t == "d" })
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// true
+	// false
+	// true
+	// false
+}
+
 func ExampleContainSubSlice() {
 	result1 := ContainSubSlice([]string{"a", "b", "c"}, []string{"a", "b"})
 	result2 := ContainSubSlice([]string{"a", "b", "c"}, []string{"a", "d"})
@@ -352,6 +379,25 @@ func ExampleForEach() {
 	// [2 3 4]
 }

+func ExampleForEachWithBreak() {
+	numbers := []int{1, 2, 3, 4, 5}
+
+	var sum int
+
+	ForEachWithBreak(numbers, func(_, n int) bool {
+		if n > 3 {
+			return false
+		}
+		sum += n
+		return true
+	})
+
+	fmt.Println(sum)
+
+	// Output:
+	// 6
+}
+
 func ExampleMap() {
 	nums := []int{1, 2, 3}

@@ -367,6 +413,38 @@ func ExampleMap() {
 	// [2 3 4]
 }

+func ExampleFilterMap() {
+	nums := []int{1, 2, 3, 4, 5}
+
+	getEvenNumStr := func(i, num int) (string, bool) {
+		if num%2 == 0 {
+			return strconv.FormatInt(int64(num), 10), true
+		}
+		return "", false
+	}
+
+	result := FilterMap(nums, getEvenNumStr)
+
+	fmt.Printf("%#v", result)
+
+	// Output:
+	// []string{"2", "4"}
+}
+
+func ExampleFlatMap() {
+	nums := []int{1, 2, 3, 4}
+
+	result := FlatMap(nums, func(i int, num int) []string {
+		s := "hi-" + strconv.FormatInt(int64(num), 10)
+		return []string{s}
+	})
+
+	fmt.Printf("%#v", result)
+
+	// Output:
+	// []string{"hi-1", "hi-2", "hi-3", "hi-4"}
+}
+
 func ExampleReduce() {
 	nums := []int{1, 2, 3}

@@ -382,6 +460,34 @@ func ExampleReduce() {
 	// 6
 }

+func ExampleReduceBy() {
+	result1 := ReduceBy([]int{1, 2, 3, 4}, 0, func(_ int, item int, agg int) int {
+		return agg + item
+	})
+
+	result2 := ReduceBy([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+		return agg + fmt.Sprintf("%v", item)
+	})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// 10
+	// 1234
+}
+
+func ExampleReduceRight() {
+	result := ReduceRight([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+		return agg + fmt.Sprintf("%v", item)
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// 4321
+}
+
 func ExampleReplace() {
 	strs := []string{"a", "b", "c", "a"}

--- a/slice/slice_test.go
+++ b/slice/slice_test.go
@@ -3,6 +3,7 @@ package slice
 import (
 	"fmt"
 	"math"
+	"strconv"
 	"testing"

 	"github.com/duke-git/lancet/v2/internal"
@@ -19,6 +20,28 @@ func TestContain(t *testing.T) {
 	assert.Equal(true, Contain([]int{1, 2, 3}, 1))
 }

+func TestContainBy(t *testing.T) {
+	assert := internal.NewAssert(t, "TestContainBy")
+
+	type foo struct {
+		A string
+		B int
+	}
+
+	array1 := []foo{{A: "1", B: 1}, {A: "2", B: 2}}
+	result1 := ContainBy(array1, func(f foo) bool { return f.A == "1" && f.B == 1 })
+	result2 := ContainBy(array1, func(f foo) bool { return f.A == "2" && f.B == 1 })
+
+	array2 := []string{"a", "b", "c"}
+	result3 := ContainBy(array2, func(t string) bool { return t == "a" })
+	result4 := ContainBy(array2, func(t string) bool { return t == "d" })
+
+	assert.Equal(true, result1)
+	assert.Equal(false, result2)
+	assert.Equal(true, result3)
+	assert.Equal(false, result4)
+}
+
 func TestContainSubSlice(t *testing.T) {
 	assert := internal.NewAssert(t, "TestContainSubSlice")
 	assert.Equal(true, ContainSubSlice([]string{"a", "a", "b", "c"}, []string{"a", "a"}))
@@ -284,6 +307,23 @@ func TestForEach(t *testing.T) {
 	assert.Equal(expected, numbersAddTwo)
 }

+func TestForEachWithBreak(t *testing.T) {
+	numbers := []int{1, 2, 3, 4, 5}
+
+	var sum int
+
+	ForEachWithBreak(numbers, func(_, n int) bool {
+		if n > 3 {
+			return false
+		}
+		sum += n
+		return true
+	})
+
+	assert := internal.NewAssert(t, "TestForEach")
+	assert.Equal(6, sum)
+}
+
 func TestMap(t *testing.T) {
 	nums := []int{1, 2, 3, 4}
 	multiplyTwo := func(i, num int) int {
@@ -315,6 +355,36 @@ func TestMap(t *testing.T) {
 	assert.Equal(studentsOfAdd10Aage, Map(students, mapFunc))
 }

+func TestFilterMap(t *testing.T) {
+	assert := internal.NewAssert(t, "TestFilterMap")
+
+	nums := []int{1, 2, 3, 4, 5}
+
+	getEvenNumStr := func(i, num int) (string, bool) {
+		if num%2 == 0 {
+			return strconv.FormatInt(int64(num), 10), true
+		}
+		return "", false
+	}
+
+	result := FilterMap(nums, getEvenNumStr)
+
+	assert.Equal([]string{"2", "4"}, result)
+}
+
+func TestFlatMap(t *testing.T) {
+	assert := internal.NewAssert(t, "TestFlatMap")
+
+	nums := []int{1, 2, 3, 4}
+
+	result := FlatMap(nums, func(i int, num int) []string {
+		s := "hi-" + strconv.FormatInt(int64(num), 10)
+		return []string{s}
+	})
+
+	assert.Equal([]string{"hi-1", "hi-2", "hi-3", "hi-4"}, result)
+}
+
 func TestReduce(t *testing.T) {
 	cases := [][]int{
 		{},
@@ -335,6 +405,32 @@ func TestReduce(t *testing.T) {
 	}
 }

+func TestReduceBy(t *testing.T) {
+	assert := internal.NewAssert(t, "TestReduceBy")
+
+	result1 := ReduceBy([]int{1, 2, 3, 4}, 0, func(_ int, item int, agg int) int {
+		return agg + item
+	})
+
+	result2 := ReduceBy([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+		return agg + fmt.Sprintf("%v", item)
+	})
+
+	assert.Equal(10, result1)
+	assert.Equal("1234", result2)
+
+}
+
+func TestReduceRight(t *testing.T) {
+	assert := internal.NewAssert(t, "ReduceRight")
+
+	result := ReduceRight([]int{1, 2, 3, 4}, "", func(_ int, item int, agg string) string {
+		return agg + fmt.Sprintf("%v", item)
+	})
+
+	assert.Equal("4321", result)
+}
+
 func TestIntSlice(t *testing.T) {
 	var nums []any
 	nums = append(nums, 1, 2, 3)
@@ -595,8 +691,8 @@ func TestDifferenceWith(t *testing.T) {
 func TestDifferenceBy(t *testing.T) {
 	assert := internal.NewAssert(t, "TestDifferenceBy")

-	s1 := []int{1, 2, 3, 4, 5} //after add one: 2 3 4 5 6
-	s2 := []int{3, 4, 5}       //after add one: 4 5 6
+	s1 := []int{1, 2, 3, 4, 5} // after add one: 2 3 4 5 6
+	s2 := []int{3, 4, 5}       // after add one: 4 5 6
 	addOne := func(i int, v int) int {
 		return v + 1
 	}
@@ -803,8 +899,9 @@ func TestIndexOf(t *testing.T) {
 func TestLastIndexOf(t *testing.T) {
 	assert := internal.NewAssert(t, "TestLastIndexOf")

-	arr := []string{"a", "a", "b", "c"}
-	assert.Equal(1, LastIndexOf(arr, "a"))
+	arr := []string{"a", "b", "b", "c"}
+	assert.Equal(0, LastIndexOf(arr, "a"))
+	assert.Equal(2, LastIndexOf(arr, "b"))
 	assert.Equal(-1, LastIndexOf(arr, "d"))
 }

--- a/stream/stream.go
+++ b/stream/stream.go
@@ -1,9 +1,8 @@
 // Copyright 2023 dudaodong@gmail.com. All rights resulterved.
 // Use of this source code is governed by MIT license

-// Package stream implements a sequence of elements supporting sequential and parallel aggregate operations.
-// this package is an experiment to explore if stream in go can work as the way java does. it's complete, but not
-// powerful like other libs
+// Package stream implements a sequence of elements supporting sequential and operations.
+// this package is an experiment to explore if stream in go can work as the way java does. its function is very limited.
 package stream

 import (
@@ -52,18 +51,20 @@ type stream[T any] struct {
 	source []T
 }

-// Of creates a stream stream whose elements are the specified values.
+// Of creates a stream whose elements are the specified values.
+// Play: https://go.dev/play/p/jI6_iZZuVFE
 func Of[T any](elems ...T) stream[T] {
 	return FromSlice(elems)
 }

 // Generate stream where each element is generated by the provided generater function
-// generater function: func() func() (item T, ok bool) {}
+// Play: https://go.dev/play/p/rkOWL1yA3j9
 func Generate[T any](generator func() func() (item T, ok bool)) stream[T] {
 	source := make([]T, 0)

 	var zeroValue T
 	for next, item, ok := generator(), zeroValue, true; ok; {
+
 		item, ok = next()
 		if ok {
 			source = append(source, item)
@@ -74,11 +75,13 @@ func Generate[T any](generator func() func() (item T, ok bool)) stream[T] {
 }

 // FromSlice creates stream from slice.
+// Play: https://go.dev/play/p/wywTO0XZtI4
 func FromSlice[T any](source []T) stream[T] {
 	return stream[T]{source: source}
 }

 // FromChannel creates stream from channel.
+// Play: https://go.dev/play/p/9TZYugGMhXZ
 func FromChannel[T any](source <-chan T) stream[T] {
 	s := make([]T, 0)

@@ -90,6 +93,7 @@ func FromChannel[T any](source <-chan T) stream[T] {
 }

 // FromRange creates a number stream from start to end. both start and end are included. [start, end]
+// Play: https://go.dev/play/p/9Ex1-zcg-B-
 func FromRange[T constraints.Integer | constraints.Float](start, end, step T) stream[T] {
 	if end < start {
 		panic("stream.FromRange: param start should be before param end")
@@ -98,7 +102,7 @@ func FromRange[T constraints.Integer | constraints.Float](start, end, step T) st
 	}

 	l := int((end-start)/step) + 1
-	source := make([]T, l, l)
+	source := make([]T, l)

 	for i := 0; i < l; i++ {
 		source[i] = start + (T(i) * step)
@@ -108,6 +112,7 @@ func FromRange[T constraints.Integer | constraints.Float](start, end, step T) st
 }

 // Concat creates a lazily concatenated stream whose elements are all the elements of the first stream followed by all the elements of the second stream.
+// Play: https://go.dev/play/p/HM4OlYk_OUC
 func Concat[T any](a, b stream[T]) stream[T] {
 	source := make([]T, 0)

@@ -118,6 +123,7 @@ func Concat[T any](a, b stream[T]) stream[T] {
 }

 // Distinct returns a stream that removes the duplicated items.
+// Play: https://go.dev/play/p/eGkOSrm64cB
 func (s stream[T]) Distinct() stream[T] {
 	source := make([]T, 0)

@@ -146,6 +152,7 @@ func hashKey(data any) string {
 }

 // Filter returns a stream consisting of the elements of this stream that match the given predicate.
+// Play: https://go.dev/play/p/MFlSANo-buc
 func (s stream[T]) Filter(predicate func(item T) bool) stream[T] {
 	source := make([]T, 0)

@@ -159,8 +166,9 @@ func (s stream[T]) Filter(predicate func(item T) bool) stream[T] {
 }

 // Map returns a stream consisting of the elements of this stream that apply the given function to elements of stream.
+// Play: https://go.dev/play/p/OtNQUImdYko
 func (s stream[T]) Map(mapper func(item T) T) stream[T] {
-	source := make([]T, s.Count(), s.Count())
+	source := make([]T, s.Count())

 	for i, v := range s.source {
 		source[i] = mapper(v)
@@ -170,6 +178,7 @@ func (s stream[T]) Map(mapper func(item T) T) stream[T] {
 }

 // Peek returns a stream consisting of the elements of this stream, additionally performing the provided action on each element as elements are consumed from the resulting stream.
+// Play: https://go.dev/play/p/u1VNzHs6cb2
 func (s stream[T]) Peek(consumer func(item T)) stream[T] {
 	for _, v := range s.source {
 		consumer(v)
@@ -180,6 +189,7 @@ func (s stream[T]) Peek(consumer func(item T)) stream[T] {

 // Skip returns a stream consisting of the remaining elements of this stream after discarding the first n elements of the stream.
 // If this stream contains fewer than n elements then an empty stream will be returned.
+// Play: https://go.dev/play/p/fNdHbqjahum
 func (s stream[T]) Skip(n int) stream[T] {
 	if n <= 0 {
 		return s
@@ -200,6 +210,7 @@ func (s stream[T]) Skip(n int) stream[T] {
 }

 // Limit returns a stream consisting of the elements of this stream, truncated to be no longer than maxSize in length.
+// Play: https://go.dev/play/p/qsO4aniDcGf
 func (s stream[T]) Limit(maxSize int) stream[T] {
 	if s.source == nil {
 		return s
@@ -219,6 +230,7 @@ func (s stream[T]) Limit(maxSize int) stream[T] {
 }

 // AllMatch returns whether all elements of this stream match the provided predicate.
+// Play: https://go.dev/play/p/V5TBpVRs-Cx
 func (s stream[T]) AllMatch(predicate func(item T) bool) bool {
 	for _, v := range s.source {
 		if !predicate(v) {
@@ -230,6 +242,7 @@ func (s stream[T]) AllMatch(predicate func(item T) bool) bool {
 }

 // AnyMatch returns whether any elements of this stream match the provided predicate.
+// Play: https://go.dev/play/p/PTCnWn4OxSn
 func (s stream[T]) AnyMatch(predicate func(item T) bool) bool {
 	for _, v := range s.source {
 		if predicate(v) {
@@ -241,11 +254,13 @@ func (s stream[T]) AnyMatch(predicate func(item T) bool) bool {
 }

 // NoneMatch returns whether no elements of this stream match the provided predicate.
+// Play: https://go.dev/play/p/iWS64pL1oo3
 func (s stream[T]) NoneMatch(predicate func(item T) bool) bool {
 	return !s.AnyMatch(predicate)
 }

 // ForEach performs an action for each element of this stream.
+// Play: https://go.dev/play/p/Dsm0fPqcidk
 func (s stream[T]) ForEach(action func(item T)) {
 	for _, v := range s.source {
 		action(v)
@@ -253,20 +268,23 @@ func (s stream[T]) ForEach(action func(item T)) {
 }

 // Reduce performs a reduction on the elements of this stream, using an associative accumulation function, and returns an Optional describing the reduced value, if any.
-func (s stream[T]) Reduce(init T, accumulator func(a, b T) T) T {
+// Play: https://go.dev/play/p/6uzZjq_DJLU
+func (s stream[T]) Reduce(initial T, accumulator func(a, b T) T) T {
 	for _, v := range s.source {
-		init = accumulator(init, v)
+		initial = accumulator(initial, v)
 	}

-	return init
+	return initial
 }

 // Count returns the count of elements in the stream.
+// Play: https://go.dev/play/p/r3koY6y_Xo-
 func (s stream[T]) Count() int {
 	return len(s.source)
 }

 // FindFirst returns the first element of this stream and true, or zero value and false if the stream is empty.
+// Play: https://go.dev/play/p/9xEf0-6C1e3
 func (s stream[T]) FindFirst() (T, bool) {
 	var result T

@@ -278,6 +296,7 @@ func (s stream[T]) FindFirst() (T, bool) {
 }

 // Reverse returns a stream whose elements are reverse order of given stream.
+// Play: https://go.dev/play/p/A8_zkJnLHm4
 func (s stream[T]) Reverse() stream[T] {
 	l := len(s.source)
 	source := make([]T, l)
@@ -289,6 +308,7 @@ func (s stream[T]) Reverse() stream[T] {
 }

 // Range returns a stream whose elements are in the range from start(included) to end(excluded) original stream.
+// Play: https://go.dev/play/p/indZY5V2f4j
 func (s stream[T]) Range(start, end int) stream[T] {
 	if start < 0 {
 		start = 0
@@ -314,6 +334,7 @@ func (s stream[T]) Range(start, end int) stream[T] {
 }

 // Sorted returns a stream consisting of the elements of this stream, sorted according to the provided less function.
+// Play: https://go.dev/play/p/XXtng5uonFj
 func (s stream[T]) Sorted(less func(a, b T) bool) stream[T] {
 	source := []T{}
 	source = append(source, s.source...)
@@ -325,6 +346,7 @@ func (s stream[T]) Sorted(less func(a, b T) bool) stream[T] {

 // Max returns the maximum element of this stream according to the provided less function.
 // less: a > b
+// Play: https://go.dev/play/p/fm-1KOPtGzn
 func (s stream[T]) Max(less func(a, b T) bool) (T, bool) {
 	var max T

@@ -342,6 +364,7 @@ func (s stream[T]) Max(less func(a, b T) bool) (T, bool) {

 // Min returns the minimum element of this stream according to the provided less function.
 // less: a < b
+// Play: https://go.dev/play/p/vZfIDgGNRe_0
 func (s stream[T]) Min(less func(a, b T) bool) (T, bool) {
 	var min T

@@ -359,6 +382,7 @@ func (s stream[T]) Min(less func(a, b T) bool) (T, bool) {
 }

 // ToSlice return the elements in the stream.
+// Play: https://go.dev/play/p/jI6_iZZuVFE
 func (s stream[T]) ToSlice() []T {
 	return s.source
 }
--- a/stream/stream_example_test.go
+++ b/stream/stream_example_test.go
@@ -0,0 +1,373 @@
+package stream
+
+import (
+	"fmt"
+)
+
+func ExampleOf() {
+	s := Of(1, 2, 3)
+
+	data := s.ToSlice()
+
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3]
+}
+
+func ExampleFromSlice() {
+	s := FromSlice([]int{1, 2, 3})
+
+	data := s.ToSlice()
+
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3]
+}
+
+func ExampleFromChannel() {
+	ch := make(chan int)
+	go func() {
+		for i := 1; i < 4; i++ {
+			ch <- i
+		}
+		close(ch)
+	}()
+
+	s := FromChannel(ch)
+
+	data := s.ToSlice()
+
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3]
+}
+
+func ExampleFromRange() {
+	s := FromRange(1, 5, 1)
+
+	data := s.ToSlice()
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3 4 5]
+}
+
+func ExampleGenerate() {
+	n := 0
+	max := 4
+
+	generator := func() func() (int, bool) {
+		return func() (int, bool) {
+			n++
+			return n, n < max
+		}
+	}
+
+	s := Generate(generator)
+
+	data := s.ToSlice()
+
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3]
+}
+
+func ExampleConcat() {
+	s1 := FromSlice([]int{1, 2, 3})
+	s2 := FromSlice([]int{4, 5, 6})
+
+	s := Concat(s1, s2)
+
+	data := s.ToSlice()
+
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleStream_Distinct() {
+	original := FromSlice([]int{1, 2, 2, 3, 3, 3})
+	distinct := original.Distinct()
+
+	data1 := original.ToSlice()
+	data2 := distinct.ToSlice()
+
+	fmt.Println(data1)
+	fmt.Println(data2)
+
+	// Output:
+	// [1 2 2 3 3 3]
+	// [1 2 3]
+}
+
+func ExampleStream_Filter() {
+	original := FromSlice([]int{1, 2, 3, 4, 5})
+
+	isEven := func(n int) bool {
+		return n%2 == 0
+	}
+
+	even := original.Filter(isEven)
+
+	fmt.Println(even.ToSlice())
+
+	// Output:
+	// [2 4]
+}
+
+func ExampleStream_Map() {
+	original := FromSlice([]int{1, 2, 3})
+
+	addOne := func(n int) int {
+		return n + 1
+	}
+
+	increament := original.Map(addOne)
+
+	fmt.Println(increament.ToSlice())
+
+	// Output:
+	// [2 3 4]
+}
+
+func ExampleStream_Peek() {
+	original := FromSlice([]int{1, 2, 3})
+
+	data := []string{}
+	peekStream := original.Peek(func(n int) {
+		data = append(data, fmt.Sprint("value", n))
+	})
+
+	fmt.Println(original.ToSlice())
+	fmt.Println(peekStream.ToSlice())
+	fmt.Println(data)
+
+	// Output:
+	// [1 2 3]
+	// [1 2 3]
+	// [value1 value2 value3]
+}
+
+func ExampleStream_Skip() {
+	original := FromSlice([]int{1, 2, 3, 4})
+
+	s1 := original.Skip(-1)
+	s2 := original.Skip(0)
+	s3 := original.Skip(1)
+	s4 := original.Skip(5)
+
+	fmt.Println(s1.ToSlice())
+	fmt.Println(s2.ToSlice())
+	fmt.Println(s3.ToSlice())
+	fmt.Println(s4.ToSlice())
+
+	// Output:
+	// [1 2 3 4]
+	// [1 2 3 4]
+	// [2 3 4]
+	// []
+}
+
+func ExampleStream_Limit() {
+	original := FromSlice([]int{1, 2, 3, 4})
+
+	s1 := original.Limit(-1)
+	s2 := original.Limit(0)
+	s3 := original.Limit(1)
+	s4 := original.Limit(5)
+
+	fmt.Println(s1.ToSlice())
+	fmt.Println(s2.ToSlice())
+	fmt.Println(s3.ToSlice())
+	fmt.Println(s4.ToSlice())
+
+	// Output:
+	// []
+	// []
+	// [1]
+	// [1 2 3 4]
+}
+
+func ExampleStream_AllMatch() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result1 := original.AllMatch(func(item int) bool {
+		return item > 0
+	})
+
+	result2 := original.AllMatch(func(item int) bool {
+		return item > 1
+	})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// true
+	// false
+}
+
+func ExampleStream_AnyMatch() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result1 := original.AnyMatch(func(item int) bool {
+		return item > 1
+	})
+
+	result2 := original.AnyMatch(func(item int) bool {
+		return item > 3
+	})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// true
+	// false
+}
+
+func ExampleStream_NoneMatch() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result1 := original.NoneMatch(func(item int) bool {
+		return item > 3
+	})
+
+	result2 := original.NoneMatch(func(item int) bool {
+		return item > 1
+	})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// true
+	// false
+}
+
+func ExampleStream_ForEach() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result := 0
+	original.ForEach(func(item int) {
+		result += item
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// 6
+}
+
+func ExampleStream_Reduce() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result := original.Reduce(0, func(a, b int) int {
+		return a + b
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// 6
+}
+
+func ExampleStream_FindFirst() {
+	original := FromSlice([]int{1, 2, 3})
+
+	result, ok := original.FindFirst()
+
+	fmt.Println(result)
+	fmt.Println(ok)
+
+	// Output:
+	// 1
+	// true
+}
+
+func ExampleStream_Reverse() {
+	original := FromSlice([]int{1, 2, 3})
+
+	reverse := original.Reverse()
+
+	fmt.Println(reverse.ToSlice())
+
+	// Output:
+	// [3 2 1]
+}
+
+func ExampleStream_Range() {
+	original := FromSlice([]int{1, 2, 3})
+
+	s1 := original.Range(0, 0)
+	s2 := original.Range(0, 1)
+	s3 := original.Range(0, 3)
+	s4 := original.Range(1, 2)
+
+	fmt.Println(s1.ToSlice())
+	fmt.Println(s2.ToSlice())
+	fmt.Println(s3.ToSlice())
+	fmt.Println(s4.ToSlice())
+
+	// Output:
+	// []
+	// [1]
+	// [1 2 3]
+	// [2]
+}
+
+func ExampleStream_Sorted() {
+	original := FromSlice([]int{4, 2, 1, 3})
+
+	sorted := original.Sorted(func(a, b int) bool { return a < b })
+
+	fmt.Println(original.ToSlice())
+	fmt.Println(sorted.ToSlice())
+
+	// Output:
+	// [4 2 1 3]
+	// [1 2 3 4]
+}
+
+func ExampleStream_Max() {
+	original := FromSlice([]int{4, 2, 1, 3})
+
+	max, ok := original.Max(func(a, b int) bool { return a > b })
+
+	fmt.Println(max)
+	fmt.Println(ok)
+
+	// Output:
+	// 4
+	// true
+}
+
+func ExampleStream_Min() {
+	original := FromSlice([]int{4, 2, 1, 3})
+
+	min, ok := original.Min(func(a, b int) bool { return a < b })
+
+	fmt.Println(min)
+	fmt.Println(ok)
+
+	// Output:
+	// 1
+	// true
+}
+
+func ExampleStream_Count() {
+	s1 := FromSlice([]int{1, 2, 3})
+	s2 := FromSlice([]int{})
+
+	fmt.Println(s1.Count())
+	fmt.Println(s2.Count())
+
+	// Output:
+	// 3
+	// 0
+}
--- a/stream/stream_test.go
+++ b/stream/stream_test.go
@@ -147,13 +147,17 @@ func TestStream_Peek(t *testing.T) {
 func TestStream_Skip(t *testing.T) {
 	assert := internal.NewAssert(t, "TestStream_Peek")

-	stream := FromSlice([]int{1, 2, 3, 4, 5, 6})
+	stream := FromSlice([]int{1, 2, 3, 4})

 	s1 := stream.Skip(-1)
 	s2 := stream.Skip(0)
+	s3 := stream.Skip(1)
+	s4 := stream.Skip(2)

-	assert.Equal([]int{1, 2, 3, 4, 5, 6}, s1.ToSlice())
-	assert.Equal([]int{1, 2, 3, 4, 5, 6}, s2.ToSlice())
+	assert.Equal([]int{1, 2, 3, 4}, s1.ToSlice())
+	assert.Equal([]int{1, 2, 3, 4}, s2.ToSlice())
+	assert.Equal([]int{2, 3, 4}, s3.ToSlice())
+	assert.Equal([]int{3, 4}, s4.ToSlice())
 }

 func TestStream_Limit(t *testing.T) {
@@ -248,6 +252,16 @@ func TestStream_Reduce(t *testing.T) {
 	assert.Equal(6, result)
 }

+func TestStream_Count(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStream_Count")
+
+	s1 := FromSlice([]int{1, 2, 3})
+	s2 := FromSlice([]int{})
+
+	assert.Equal(3, s1.Count())
+	assert.Equal(0, s2.Count())
+}
+
 func TestStream_FindFirst(t *testing.T) {
 	assert := internal.NewAssert(t, "TestStream_FindFirst")

--- a/structs/field.go
+++ b/structs/field.go
@@ -0,0 +1,112 @@
+package structs
+
+import (
+	"reflect"
+
+	"github.com/duke-git/lancet/v2/pointer"
+)
+
+// Field is abstract struct field for provide several high level functions
+type Field struct {
+	Struct
+	field reflect.StructField
+	tag   *Tag
+}
+
+func newField(v reflect.Value, f reflect.StructField, tagName string) *Field {
+	tag := f.Tag.Get(tagName)
+	field := &Field{
+		field: f,
+		tag:   newTag(tag),
+	}
+	field.rvalue = v
+	field.rtype = v.Type()
+	field.TagName = tagName
+	return field
+}
+
+// Tag returns the value that the key in the tag string.
+func (f *Field) Tag() *Tag {
+	return f.tag
+}
+
+// Value returns the underlying value of the field.
+func (f *Field) Value() any {
+	return f.rvalue.Interface()
+}
+
+// IsEmbedded returns true if the given field is an embedded field.
+func (f *Field) IsEmbedded() bool {
+	return len(f.field.Index) > 1
+}
+
+// IsExported returns true if the given field is exported.
+func (f *Field) IsExported() bool {
+	return f.field.IsExported()
+}
+
+// IsZero returns true if the given field is zero value.
+func (f *Field) IsZero() bool {
+	z := reflect.Zero(f.rvalue.Type()).Interface()
+	v := f.Value()
+	return reflect.DeepEqual(z, v)
+}
+
+// Name returns the name of the given field
+func (f *Field) Name() string {
+	return f.field.Name
+}
+
+// Kind returns the field's kind
+func (f *Field) Kind() reflect.Kind {
+	return f.rvalue.Kind()
+}
+
+// IsSlice check if a struct field type is slice or not
+func (f *Field) IsSlice() bool {
+	k := f.rvalue.Kind()
+	return k == reflect.Slice
+}
+
+// mapValue covert field value to map
+func (f *Field) mapValue(value any) any {
+	val := pointer.ExtractPointer(value)
+	v := reflect.ValueOf(val)
+	var ret any
+
+	switch v.Kind() {
+	case reflect.Struct:
+		s := New(val)
+		s.TagName = f.TagName
+		m, _ := s.ToMap()
+		ret = m
+	case reflect.Map:
+		mapEl := v.Type().Elem()
+		switch mapEl.Kind() {
+		case reflect.Ptr, reflect.Array, reflect.Map, reflect.Slice, reflect.Chan:
+			// iterate the map
+			m := make(map[string]any, v.Len())
+			for _, key := range v.MapKeys() {
+				m[key.String()] = f.mapValue(v.MapIndex(key).Interface())
+			}
+			ret = m
+		default:
+			ret = v.Interface()
+		}
+	case reflect.Slice, reflect.Array:
+		sEl := v.Type().Elem()
+		switch sEl.Kind() {
+		case reflect.Ptr, reflect.Array, reflect.Map, reflect.Slice, reflect.Chan:
+			slices := make([]any, v.Len())
+			for i := 0; i < v.Len(); i++ {
+				slices[i] = f.mapValue(v.Index(i).Interface())
+			}
+			ret = slices
+		default:
+			ret = v.Interface()
+		}
+	default:
+		ret = v.Interface()
+	}
+	return ret
+}
--- a/structs/field_test.go
+++ b/structs/field_test.go
@@ -0,0 +1,272 @@
+package structs
+
+import (
+	"github.com/duke-git/lancet/v2/internal"
+	"reflect"
+	"testing"
+)
+
+func TestField_Tag(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_Tag")
+
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := New(p1)
+	n, _ := s.Field("Name")
+	tag := n.Tag()
+	assert.Equal("name", tag.Name)
+	assert.Equal(true, tag.HasOption("omitempty"))
+}
+
+func TestField_Value(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_Value")
+
+	type Parent struct {
+		Name string `json:"name,omitempty"`
+	}
+	p1 := &Parent{"111"}
+
+	s := New(p1)
+	n, _ := s.Field("Name")
+
+	assert.Equal("111", n.Value())
+}
+
+func TestField_IsEmbedded(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_IsEmbedded")
+	type Parent struct {
+		Name string
+	}
+	type Child struct {
+		Parent
+		Age int
+	}
+	c1 := &Child{}
+	c1.Name = "111"
+	c1.Age = 11
+
+	s := New(c1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	assert.Equal(true, n.IsEmbedded())
+	assert.Equal(false, a.IsEmbedded())
+}
+
+func TestField_IsExported(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_IsEmbedded")
+
+	type Parent struct {
+		Name string
+		age  int
+	}
+	p1 := &Parent{Name: "11", age: 11}
+	s := New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("age")
+	assert.Equal(true, n.IsExported())
+	assert.Equal(false, a.IsExported())
+}
+
+func TestField_IsZero(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_IsZero")
+
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+	assert.Equal(true, n.IsZero())
+	assert.Equal(false, a.IsZero())
+}
+
+func TestField_Name(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_Name")
+
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+
+	assert.Equal("Name", n.Name())
+	assert.Equal("Age", a.Name())
+}
+
+func TestField_Kind(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_Kind")
+
+	type Parent struct {
+		Name string
+		Age  int
+	}
+	p1 := &Parent{Age: 11}
+	s := New(p1)
+	n, _ := s.Field("Name")
+	a, _ := s.Field("Age")
+
+	assert.Equal(reflect.String, n.Kind())
+	assert.Equal(reflect.Int, a.Kind())
+}
+
+func TestField_IsSlice(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_IsSlice")
+
+	type Parent struct {
+		Name string
+		arr  []int
+	}
+
+	p1 := &Parent{arr: []int{1, 2, 3}}
+	s := New(p1)
+	a, _ := s.Field("arr")
+
+	assert.Equal(true, a.IsSlice())
+}
+
+func TestField_MapValue(t *testing.T) {
+	assert := internal.NewAssert(t, "TestField_MapValue")
+
+	t.Run("nested struct", func(t *testing.T) {
+		type Child struct {
+			Name string `json:"name"`
+		}
+		type Parent struct {
+			Name  string `json:"name"`
+			Child *Child `json:"child"`
+		}
+
+		c1 := &Child{"11-1"}
+		p1 := &Parent{
+			Name:  "11",
+			Child: c1,
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+
+		assert.Equal(true, ok)
+		assert.Equal(map[string]any{"name": "11-1"}, val)
+	})
+
+	t.Run("nested ptr struct", func(t *testing.T) {
+		type Child struct {
+			Name string `json:"name"`
+		}
+		type Parent struct {
+			Name  string `json:"name"`
+			Child any    `json:"child"`
+		}
+		c1 := &Child{"11-1"}
+		c2 := &c1
+		c3 := &c2
+		p1 := &Parent{
+			Name:  "11",
+			Child: c3,
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+
+		assert.Equal(true, ok)
+		assert.Equal(map[string]any{"name": "11-1"}, val)
+	})
+
+	t.Run("nested array", func(t *testing.T) {
+		type Parent struct {
+			Name  string `json:"name"`
+			Child []int  `json:"child"`
+		}
+
+		p1 := &Parent{
+			Name:  "11",
+			Child: []int{1, 2, 3},
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+
+		assert.Equal(true, ok)
+		assert.Equal([]int{1, 2, 3}, val)
+	})
+
+	t.Run("nested array struct", func(t *testing.T) {
+		type Child struct {
+			Name string `json:"name"`
+		}
+		type Parent struct {
+			Name  string   `json:"name"`
+			Child []*Child `json:"child"`
+		}
+
+		c1 := &Child{"11-1"}
+		c2 := &Child{"11-2"}
+
+		p1 := &Parent{
+			Name:  "11",
+			Child: []*Child{c1, c2},
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+
+		assert.Equal(true, ok)
+		arr := []any{map[string]any{"name": "11-1"}, map[string]any{"name": "11-2"}}
+		assert.Equal(arr, val)
+	})
+
+	t.Run("nested ptr array struct", func(t *testing.T) {
+		type Child struct {
+			Name string `json:"name"`
+		}
+		type Parent struct {
+			Name  string    `json:"name"`
+			Child *[]*Child `json:"child"`
+		}
+
+		c1 := &Child{"11-1"}
+		c2 := &Child{"11-2"}
+
+		p1 := &Parent{
+			Name:  "11",
+			Child: &[]*Child{c1, c2},
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+
+		assert.Equal(true, ok)
+		arr := []any{map[string]any{"name": "11-1"}, map[string]any{"name": "11-2"}}
+		assert.Equal(arr, val)
+	})
+
+	t.Run("nested map in struct", func(t *testing.T) {
+		type Parent struct {
+			Name  string         `json:"name"`
+			Child map[string]any `json:"child"`
+		}
+		p1 := &Parent{
+			Name:  "11",
+			Child: map[string]any{"a": 1, "b": map[string]any{"name": "11-1"}},
+		}
+
+		s := New(p1)
+		f, ok := s.Field("Child")
+		val := f.mapValue(f.Value())
+		assert.Equal(true, ok)
+		assert.Equal(map[string]any{"a": 1, "b": map[string]any{"name": "11-1"}}, val)
+	})
+}
--- a/structs/struct.go
+++ b/structs/struct.go
@@ -0,0 +1,117 @@
+// Package structs provide several high level functions to manipulate struct, tag, and field.
+package structs
+
+import (
+	"reflect"
+
+	"github.com/duke-git/lancet/v2/pointer"
+)
+
+// defaultTagName is the default tag for struct fields to lookup.
+var defaultTagName = "json"
+
+// Struct is abstract struct for provide several high level functions
+type Struct struct {
+	raw     any
+	rtype   reflect.Type
+	rvalue  reflect.Value
+	TagName string
+}
+
+// New returns a new *Struct
+func New(value any, tagName ...string) *Struct {
+	value = pointer.ExtractPointer(value)
+	v := reflect.ValueOf(value)
+	t := reflect.TypeOf(value)
+
+	tn := defaultTagName
+
+	if len(tagName) > 0 {
+		tn = tagName[0]
+	}
+
+	// if need: can also set defaultTagName to tn across structs package level
+	// defaultTagName = tn
+
+	return &Struct{
+		raw:     value,
+		rtype:   t,
+		rvalue:  v,
+		TagName: tn,
+	}
+}
+
+// ToMap converts the given struct to a map[string]any, where the keys
+// of the keys are the field names and the values of the map are the values
+// of the fields. The default map key is the struct field name, but you can
+// change it. The `json` key is the default tag key. Example:
+//
+//		// default
+//		Name string `json:"name"`
+//
+//		// ignore the field
+//		Name string							// no tag
+//	 	Age string `json:"-"`				// json ignore tag
+//		sex string							// unexported field
+//	 	Goal int   `json:"goal,omitempty"`  // omitempty if the field is zero value
+//
+//	 	// custom map key
+//	 	Name string `json:"myName"`
+//
+// ToMap convert the exported fields of a struct to map.
+func (s *Struct) ToMap() (map[string]any, error) {
+	if !s.IsStruct() {
+		return nil, errInvalidStruct(s)
+	}
+
+	result := make(map[string]any)
+	fields := s.Fields()
+	for _, f := range fields {
+		if !f.IsExported() || f.tag.IsEmpty() || f.tag.Name == "-" {
+			continue
+		}
+		if f.IsZero() && f.tag.HasOption("omitempty") {
+			continue
+		}
+		result[f.tag.Name] = f.mapValue(f.Value())
+	}
+
+	return result, nil
+}
+
+// Fields returns all the struct fields within a slice
+func (s *Struct) Fields() []*Field {
+	var fields []*Field
+	fieldNum := s.rvalue.NumField()
+	for i := 0; i < fieldNum; i++ {
+		v := s.rvalue.Field(i)
+		sf := s.rtype.Field(i)
+		field := newField(v, sf, s.TagName)
+		fields = append(fields, field)
+	}
+	return fields
+}
+
+// Field returns a Field if the given field name was found
+func (s *Struct) Field(name string) (*Field, bool) {
+	f, ok := s.rtype.FieldByName(name)
+	if !ok {
+		return nil, false
+	}
+	return newField(s.rvalue.FieldByName(name), f, s.TagName), true
+}
+
+// IsStruct returns true if the given rvalue is a struct
+func (s *Struct) IsStruct() bool {
+	k := s.rvalue.Kind()
+	if k == reflect.Invalid {
+		return false
+	}
+	return k == reflect.Struct
+}
+
+// ToMap convert struct to map, only convert exported struct field
+// map key is specified same as struct field tag `json` value.
+func ToMap(v any) (map[string]any, error) {
+	return New(v).ToMap()
+}
--- a/structs/struct_internal.go
+++ b/structs/struct_internal.go
@@ -0,0 +1,7 @@
+package structs
+
+import "fmt"
+
+func errInvalidStruct(v any) error {
+	return fmt.Errorf("invalid struct %v", v)
+}
--- a/structs/struct_test.go
+++ b/structs/struct_test.go
@@ -0,0 +1,132 @@
+package structs
+
+import (
+	"reflect"
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestStruct_ToMap(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStruct_ToMap")
+
+	t.Run("invalid struct", func(t *testing.T) {
+		m, _ := ToMap(1)
+		var expected map[string]any
+		assert.Equal(expected, m)
+	})
+
+	t.Run("StructToMap", func(_ *testing.T) {
+		type People struct {
+			Name string `json:"name"`
+			age  int
+		}
+		p := &People{
+			"test",
+			100,
+		}
+		pm, _ := ToMap(p)
+		var expected = map[string]any{"name": "test"}
+		assert.Equal(expected, pm)
+	})
+
+	t.Run("StructToMapWithJsonAttr", func(_ *testing.T) {
+		type People struct {
+			Name      string `json:"name,omitempty"` // json tag with attribute
+			Phone     string `json:"phone"`          // json tag without attribute
+			Sex       string `json:"-"`              // ignore by "-"
+			Age       int    // ignore by no tag
+			email     string // ignore by unexported
+			IsWorking bool   `json:"is_working"`
+		}
+		p1 := People{
+			Name:  "AAA", // exist
+			Phone: "1111",
+			Sex:   "male",
+			Age:   100,
+			email: "11@gmail.com",
+		}
+		p1m, _ := ToMap(p1)
+		var expect1 = map[string]any{"name": "AAA", "phone": "1111", "is_working": false}
+		assert.Equal(expect1, p1m)
+
+		p2 := People{
+			Name:      "",
+			Phone:     "2222",
+			Sex:       "male",
+			Age:       0,
+			email:     "22@gmail.com",
+			IsWorking: true,
+		}
+		p2m, _ := ToMap(p2)
+		var expect2 = map[string]any{"phone": "2222", "is_working": true}
+		assert.Equal(expect2, p2m)
+	})
+}
+
+func TestStruct_Fields(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStruct_Fields")
+
+	type Parent struct {
+		A string         `json:"a"`
+		B int            `json:"b"`
+		C []string       `json:"c"`
+		D map[string]any `json:"d"`
+	}
+
+	p1 := &Parent{
+		A: "1",
+		B: 11,
+		C: []string{"11", "22"},
+		D: map[string]any{"d1": 1, "d2": 2},
+	}
+
+	s := New(p1)
+	fields := s.Fields()
+	assert.Equal(4, len(fields))
+	assert.Equal(reflect.String, fields[0].Kind())
+	assert.Equal(reflect.Int, fields[1].Kind())
+	assert.Equal(reflect.Slice, fields[2].Kind())
+	assert.Equal(reflect.Map, fields[3].Kind())
+}
+
+func TestStruct_Field(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStruct_Field")
+
+	type Parent struct {
+		A string         `json:"a"`
+		B int            `json:"b"`
+		C []string       `json:"c"`
+		D map[string]any `json:"d"`
+	}
+
+	p1 := &Parent{
+		A: "1",
+		B: 11,
+		C: []string{"11", "22"},
+		D: map[string]any{"d1": 1, "d2": 2},
+	}
+
+	s := New(p1)
+	a, ok := s.Field("A")
+	assert.Equal(true, ok)
+	assert.Equal(reflect.String, a.Kind())
+	assert.Equal("1", a.Value())
+	assert.Equal("a", a.tag.Name)
+	assert.Equal(false, a.tag.HasOption("omitempty"))
+	assert.Equal(false, a.tag.IsEmpty())
+}
+
+func TestStruct_IsStruct(t *testing.T) {
+	assert := internal.NewAssert(t, "TestStruct_Field")
+
+	type Test1 struct{}
+	t1 := &Test1{}
+	t2 := 1
+
+	s1 := New(t1)
+	s2 := New(t2)
+
+	assert.Equal(true, s1.IsStruct())
+	assert.Equal(false, s2.IsStruct())
+}
--- a/structs/tag.go
+++ b/structs/tag.go
@@ -0,0 +1,36 @@
+package structs
+
+import (
+	"strings"
+
+	"github.com/duke-git/lancet/v2/validator"
+)
+
+// Tag is abstract struct field tag
+type Tag struct {
+	Name    string
+	Options []string
+}
+
+func newTag(tag string) *Tag {
+	res := strings.Split(tag, ",")
+	return &Tag{
+		Name:    res[0],
+		Options: res[1:],
+	}
+}
+
+// HasOption check if a struct field tag has option setting.
+func (t *Tag) HasOption(opt string) bool {
+	for _, o := range t.Options {
+		if o == opt {
+			return true
+		}
+	}
+	return false
+}
+
+// IsEmpty check if a struct field has tag setting.
+func (t *Tag) IsEmpty() bool {
+	return validator.IsEmptyString(t.Name)
+}
--- a/strutil/string.go
+++ b/strutil/string.go
@@ -67,44 +67,25 @@ func LowerFirst(s string) string {
 	return string(r) + s[size:]
 }

-// PadEnd pads string on the right side if it's shorter than size.
+// PadStart pads string on the left and right side if it's shorter than size.
 // Padding characters are truncated if they exceed size.
-// Play: https://go.dev/play/p/9xP8rN0vz--
-func PadEnd(source string, size int, padStr string) string {
-	len1 := len(source)
-	len2 := len(padStr)
-
-	if len1 >= size {
-		return source
-	}
-
-	fill := ""
-	if len2 >= size-len1 {
-		fill = padStr[0 : size-len1]
-	} else {
-		fill = strings.Repeat(padStr, size-len1)
-	}
-	return source + fill[0:size-len1]
+// Play: https://go.dev/play/p/NzImQq-VF8q
+func Pad(source string, size int, padStr string) string {
+	return padAtPosition(source, size, padStr, 0)
 }

 // PadStart pads string on the left side if it's shorter than size.
 // Padding characters are truncated if they exceed size.
 // Play: https://go.dev/play/p/xpTfzArDfvT
 func PadStart(source string, size int, padStr string) string {
-	len1 := len(source)
-	len2 := len(padStr)
+	return padAtPosition(source, size, padStr, 1)
+}

-	if len1 >= size {
-		return source
-	}
-
-	fill := ""
-	if len2 >= size-len1 {
-		fill = padStr[0 : size-len1]
-	} else {
-		fill = strings.Repeat(padStr, size-len1)
-	}
-	return fill[0:size-len1] + source
+// PadEnd pads string on the right side if it's shorter than size.
+// Padding characters are truncated if they exceed size.
+// Play: https://go.dev/play/p/9xP8rN0vz--
+func PadEnd(source string, size int, padStr string) string {
+	return padAtPosition(source, size, padStr, 2)
 }

 // KebabCase coverts string to kebab-case, non letters and numbers will be ignored.
@@ -306,3 +287,89 @@ func Substring(s string, offset int, length uint) string {

 	return strings.Replace(str, "\x00", "", -1)
 }
+
+// SplitWords splits a string into words, word only contains alphabetic characters.
+// Play: https://go.dev/play/p/KLiX4WiysMM
+func SplitWords(s string) []string {
+	var word string
+	var words []string
+	var r rune
+	var size, pos int
+
+	isWord := false
+
+	for len(s) > 0 {
+		r, size = utf8.DecodeRuneInString(s)
+
+		switch {
+		case isLetter(r):
+			if !isWord {
+				isWord = true
+				word = s
+				pos = 0
+			}
+
+		case isWord && (r == '\'' || r == '-'):
+			// is word
+
+		default:
+			if isWord {
+				isWord = false
+				words = append(words, word[:pos])
+			}
+		}
+
+		pos += size
+		s = s[size:]
+	}
+
+	if isWord {
+		words = append(words, word[:pos])
+	}
+
+	return words
+}
+
+// WordCount return the number of meaningful word, word only contains alphabetic characters.
+// Play: https://go.dev/play/p/bj7_odx3vRf
+func WordCount(s string) int {
+	var r rune
+	var size, count int
+
+	isWord := false
+
+	for len(s) > 0 {
+		r, size = utf8.DecodeRuneInString(s)
+
+		switch {
+		case isLetter(r):
+			if !isWord {
+				isWord = true
+				count++
+			}
+
+		case isWord && (r == '\'' || r == '-'):
+			// is word
+
+		default:
+			isWord = false
+		}
+
+		s = s[size:]
+	}
+
+	return count
+}
+
+// RemoveNonPrintable remove non-printable characters from a string.
+// Play: https://go.dev/play/p/og47F5x_jTZ
+func RemoveNonPrintable(str string) string {
+	result := strings.Map(func(r rune) rune {
+		if unicode.IsPrint(r) {
+			return r
+		}
+		return -1
+	}, str)
+
+	return result
+}
--- a/strutil/string_example_test.go
+++ b/strutil/string_example_test.go
@@ -186,6 +186,33 @@ func ExampleUpperFirst() {
 	// Bar大
 }

+func ExamplePad() {
+	result1 := Pad("foo", 1, "bar")
+	result2 := Pad("foo", 2, "bar")
+	result3 := Pad("foo", 3, "bar")
+	result4 := Pad("foo", 4, "bar")
+	result5 := Pad("foo", 5, "bar")
+	result6 := Pad("foo", 6, "bar")
+	result7 := Pad("foo", 7, "bar")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+	fmt.Println(result7)
+
+	// Output:
+	// foo
+	// foo
+	// foo
+	// foob
+	// bfoob
+	// bfooba
+	// bafooba
+}
+
 func ExamplePadEnd() {
 	result1 := PadEnd("foo", 1, "bar")
 	result2 := PadEnd("foo", 2, "bar")
@@ -361,3 +388,64 @@ func ExampleSubstring() {
 	// de
 	// 你好
 }
+
+func ExampleSplitWords() {
+
+	result1 := SplitWords("a word")
+	result2 := SplitWords("I'am a programmer")
+	result3 := SplitWords("Bonjour, je suis programmeur")
+	result4 := SplitWords("a -b-c' 'd'e")
+	result5 := SplitWords("你好，我是一名码农")
+	result6 := SplitWords("こんにちは，私はプログラマーです")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// [a word]
+	// [I'am a programmer]
+	// [Bonjour je suis programmeur]
+	// [a b-c' d'e]
+	// []
+	// []
+}
+
+func ExampleWordCount() {
+
+	result1 := WordCount("a word")
+	result2 := WordCount("I'am a programmer")
+	result3 := WordCount("Bonjour, je suis programmeur")
+	result4 := WordCount("a -b-c' 'd'e")
+	result5 := WordCount("你好，我是一名码农")
+	result6 := WordCount("こんにちは，私はプログラマーです")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// 2
+	// 3
+	// 4
+	// 3
+	// 0
+	// 0
+}
+
+func ExampleRemoveNonPrintable() {
+	result1 := RemoveNonPrintable("hello\u00a0 \u200bworld\n")
+	result2 := RemoveNonPrintable("你好😄")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	// Output:
+	// hello world
+	// 你好😄
+}
--- a/strutil/string_internal.go
+++ b/strutil/string_internal.go
@@ -98,3 +98,73 @@ func toUpperAll(rs []rune) []rune {
 	}
 	return rs
 }
+
+// padWithPosition pads string
+func padAtPosition(str string, length int, padStr string, position int) string {
+	if len(str) >= length {
+		return str
+	}
+
+	if padStr == "" {
+		padStr = " "
+	}
+
+	length = length - len(str)
+	startPadLen := 0
+	if position == 0 {
+		startPadLen = length / 2
+	} else if position == 1 {
+		startPadLen = length
+	}
+	endPadLen := length - startPadLen
+
+	charLen := len(padStr)
+	leftPad := ""
+	cur := 0
+	for cur < startPadLen {
+		leftPad += string(padStr[cur%charLen])
+		cur++
+	}
+
+	cur = 0
+	rightPad := ""
+	for cur < endPadLen {
+		rightPad += string(padStr[cur%charLen])
+		cur++
+	}
+
+	return leftPad + str + rightPad
+}
+
+// isLetter checks r is a letter but not CJK character.
+func isLetter(r rune) bool {
+	if !unicode.IsLetter(r) {
+		return false
+	}
+
+	switch {
+	// cjk char: /[\u3040-\u30ff\u3400-\u4dbf\u4e00-\u9fff\uf900-\ufaff\uff66-\uff9f]/
+
+	// hiragana and katakana (Japanese only)
+	case r >= '\u3034' && r < '\u30ff':
+		return false
+
+	// CJK unified ideographs extension A (Chinese, Japanese, and Korean)
+	case r >= '\u3400' && r < '\u4dbf':
+		return false
+
+	// CJK unified ideographs (Chinese, Japanese, and Korean)
+	case r >= '\u4e00' && r < '\u9fff':
+		return false
+
+	// CJK compatibility ideographs (Chinese, Japanese, and Korean)
+	case r >= '\uf900' && r < '\ufaff':
+		return false
+
+	// half-width katakana (Japanese only)
+	case r >= '\uff66' && r < '\uff9f':
+		return false
+	}
+
+	return true
+}
--- a/strutil/string_test.go
+++ b/strutil/string_test.go
@@ -168,9 +168,19 @@ func TestLowerFirst(t *testing.T) {
 	}
 }

+func TestPad(t *testing.T) {
+	assert := internal.NewAssert(t, "TestPad")
+
+	assert.Equal("a ", Pad("a", 2, ""))
+	assert.Equal("a", Pad("a", 1, "b"))
+	assert.Equal("ab", Pad("a", 2, "b"))
+	assert.Equal("mabcdm", Pad("abcd", 6, "m"))
+}
+
 func TestPadEnd(t *testing.T) {
 	assert := internal.NewAssert(t, "TestPadEnd")

+	assert.Equal("a ", PadEnd("a", 2, " "))
 	assert.Equal("a", PadEnd("a", 1, "b"))
 	assert.Equal("ab", PadEnd("a", 2, "b"))
 	assert.Equal("abcdmn", PadEnd("abcd", 6, "mno"))
@@ -298,3 +308,44 @@ func TestSubstring(t *testing.T) {
 	assert.Equal("de", Substring("abcde", -2, 3))
 	assert.Equal("你好", Substring("你好，欢迎你", 0, 2))
 }
+
+func TestSplitWords(t *testing.T) {
+	assert := internal.NewAssert(t, "TestSplitWords")
+
+	cases := map[string][]string{
+		"a word":                       {"a", "word"},
+		"I'am a programmer":            {"I'am", "a", "programmer"},
+		"Bonjour, je suis programmeur": {"Bonjour", "je", "suis", "programmeur"},
+		"a -b-c' 'd'e":                 {"a", "b-c'", "d'e"},
+		"你好，我是一名码农":                    nil,
+		"こんにちは，私はプログラマーです": nil,
+	}
+
+	for k, v := range cases {
+		assert.Equal(v, SplitWords(k))
+	}
+}
+
+func TestWordCount(t *testing.T) {
+	assert := internal.NewAssert(t, "TestSplitWords")
+
+	cases := map[string]int{
+		"a word":                       2, //   {"a", "word"},
+		"I'am a programmer":            3, //   {"I'am", "a", "programmer"},
+		"Bonjour, je suis programmeur": 4, // {"Bonjour", "je", "suis", "programmeur"},
+		"a -b-c' 'd'e":                 3, // {"a", "b-c'", "d'e"},
+		"你好，我是一名码农":                    0, // nil,
+		"こんにちは，私はプログラマーです": 0, // nil,
+	}
+
+	for k, v := range cases {
+		assert.Equal(v, WordCount(k))
+	}
+}
+
+func TestRemoveNonPrintable(t *testing.T) {
+	assert := internal.NewAssert(t, "TestRemoveNonPrintable")
+
+	assert.Equal("hello world", RemoveNonPrintable("hello\u00a0 \u200bworld\n"))
+	assert.Equal("你好😄", RemoveNonPrintable("你好😄"))
+}
--- a/system/os.go
+++ b/system/os.go
@@ -15,6 +15,10 @@ import (
 	"golang.org/x/text/encoding/simplifiedchinese"
 )

+type (
+	Option func(*exec.Cmd)
+)
+
 // IsWindows check if current os is windows.
 // Play: https://go.dev/play/p/XzJULbzmf9m
 func IsWindows() bool {
@@ -66,7 +70,7 @@ func CompareOsEnv(key, comparedEnv string) bool {
 // in linux,  use /bin/bash -c to execute command
 // in windows, use powershell.exe to execute command
 // Play: https://go.dev/play/p/n-2fLyZef-4
-func ExecCommand(command string) (stdout, stderr string, err error) {
+func ExecCommand(command string, opts ...Option) (stdout, stderr string, err error) {
 	var out bytes.Buffer
 	var errOut bytes.Buffer

@@ -74,6 +78,12 @@ func ExecCommand(command string) (stdout, stderr string, err error) {
 	if IsWindows() {
 		cmd = exec.Command("powershell.exe", command)
 	}
+
+	for _, opt := range opts {
+		if opt != nil {
+			opt(cmd)
+		}
+	}
 	cmd.Stdout = &out
 	cmd.Stderr = &errOut

--- a/system/os_linux.go
+++ b/system/os_linux.go
@@ -0,0 +1,18 @@
+package system
+
+import (
+	"os/exec"
+	"syscall"
+)
+
+func WithForeground() Option {
+	return func(c *exec.Cmd) {
+		if c.SysProcAttr == nil {
+			c.SysProcAttr = &syscall.SysProcAttr{
+				Foreground: true,
+			}
+		} else {
+			c.SysProcAttr.Foreground = true
+		}
+	}
+}
--- a/system/os_windows.go
+++ b/system/os_windows.go
@@ -0,0 +1,18 @@
+package system
+
+import (
+	"os/exec"
+	"syscall"
+)
+
+func WithWinHide() Option {
+	return func(c *exec.Cmd) {
+		if c.SysProcAttr == nil {
+			c.SysProcAttr = &syscall.SysProcAttr{
+				HideWindow: true,
+			}
+		} else {
+			c.SysProcAttr.HideWindow = true
+		}
+	}
+}
--- a/validator/validator.go
+++ b/validator/validator.go
@@ -58,6 +58,31 @@ func IsAllLower(str string) bool {
 	return str != ""
 }

+// IsASCII checks if string is all ASCII char.
+// Play: https://go.dev/play/p/hfQNPLX0jNa
+func IsASCII(str string) bool {
+	for i := 0; i < len(str); i++ {
+		if str[i] > unicode.MaxASCII {
+			return false
+		}
+	}
+	return true
+}
+
+// IsPrintable checks if string is all printable chars.
+// Play: https://go.dev/play/p/Pe1FE2gdtTP
+func IsPrintable(str string) bool {
+	for _, r := range str {
+		if !unicode.IsPrint(r) {
+			if r == '\n' || r == '\r' || r == '\t' || r == '`' {
+				continue
+			}
+			return false
+		}
+	}
+	return true
+}
+
 // ContainUpper check if the string contain at least one upper case letter A-Z.
 // Play: https://go.dev/play/p/CmWeBEk27-z
 func ContainUpper(str string) bool {
@@ -87,7 +112,7 @@ func ContainLetter(str string) bool {
 }

 // IsJSON checks if the string is valid JSON.
-// Play: https://go.dev/play/p/sRS6c4K8jGk
+// Play: https://go.dev/play/p/8Kip1Itjiil
 func IsJSON(str string) bool {
 	var js json.RawMessage
 	return json.Unmarshal([]byte(str), &js) == nil
@@ -344,3 +369,29 @@ func IsGBK(data []byte) bool {

 	return true
 }
+
+// IsNumberStr check if the value is number(integer, float) or not.
+// Play: todo
+func IsNumber(v any) bool {
+	return IsInt(v) || IsFloat(v)
+}
+
+// IsFloat check if the value is float(float32, float34) or not.
+// Play: todo
+func IsFloat(v any) bool {
+	switch v.(type) {
+	case float32, float64:
+		return true
+	}
+	return false
+}
+
+// IsInt check if the value is integer(int, unit) or not.
+// Play: todo
+func IsInt(v any) bool {
+	switch v.(type) {
+	case int, int8, int16, int32, int64, uint, uint8, uint16, uint32, uint64, uintptr:
+		return true
+	}
+	return false
+}
--- a/validator/validator_example_test.go
+++ b/validator/validator_example_test.go
@@ -285,8 +285,8 @@ func ExampleIsIntStr() {
 func ExampleIsJSON() {
 	result1 := IsJSON("{}")
 	result2 := IsJSON("{\"name\": \"test\"}")
-	result3 := IsIntStr("")
-	result4 := IsIntStr("abc")
+	result3 := IsJSON("")
+	result4 := IsJSON("abc")

 	fmt.Println(result1)
 	fmt.Println(result2)
@@ -407,3 +407,99 @@ func ExampleIsGBK() {
 	// Output:
 	// true
 }
+
+func ExampleIsASCII() {
+	result1 := IsASCII("ABC")
+	result2 := IsASCII("123")
+	result3 := IsASCII("")
+	result4 := IsASCII("😄")
+	result5 := IsASCII("你好")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+
+	// Output:
+	// true
+	// true
+	// true
+	// false
+	// false
+}
+
+func ExampleIsPrintable() {
+	result1 := IsPrintable("ABC")
+	result2 := IsPrintable("{id: 123}")
+	result3 := IsPrintable("")
+	result4 := IsPrintable("😄")
+	result5 := IsPrintable("\u0000")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+}
+
+func ExampleIsInt() {
+	result1 := IsInt("")
+	result2 := IsInt("3")
+	result3 := IsInt(0.1)
+	result4 := IsInt(0)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
+
+func ExampleIsFloat() {
+	result1 := IsFloat("")
+	result2 := IsFloat("3")
+	result3 := IsFloat(0)
+	result4 := IsFloat(0.1)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
+
+func ExampleIsNumber() {
+	result1 := IsNumber("")
+	result2 := IsNumber("3")
+	result3 := IsNumber(0)
+	result4 := IsNumber(0.1)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// true
+	// true
+}
--- a/validator/validator_test.go
+++ b/validator/validator_test.go
@@ -100,6 +100,34 @@ func TestIsJSON(t *testing.T) {
 	assert.Equal(false, IsJSON("&@#$%^&*"))
 }

+func TestIsNumber(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsNumber")
+
+	assert.Equal(false, IsNumber(""))
+	assert.Equal(false, IsNumber("3"))
+	assert.Equal(true, IsNumber(0))
+	assert.Equal(true, IsNumber(0.1))
+}
+
+func TestIsFloat(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsFloat")
+
+	assert.Equal(false, IsFloat(""))
+	assert.Equal(false, IsFloat("3"))
+	assert.Equal(false, IsFloat(0))
+	assert.Equal(true, IsFloat(0.1))
+}
+
+func TestIsInt(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsInt")
+
+	assert.Equal(false, IsInt(""))
+	assert.Equal(false, IsInt("3"))
+	assert.Equal(false, IsInt(0.1))
+	assert.Equal(true, IsInt(0))
+	assert.Equal(true, IsInt(-1))
+}
+
 func TestIsNumberStr(t *testing.T) {
 	assert := internal.NewAssert(t, "TestIsNumberStr")

@@ -401,3 +429,23 @@ func TestIsGBK(t *testing.T) {
 	assert.Equal(true, IsGBK(gbkData))
 	assert.Equal(false, utf8.Valid(gbkData))
 }
+
+func TestIsASCII(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsASCII")
+
+	assert.Equal(true, IsASCII("ABC"))
+	assert.Equal(true, IsASCII("123"))
+	assert.Equal(true, IsASCII(""))
+	assert.Equal(false, IsASCII("😄"))
+	assert.Equal(false, IsASCII("你好"))
+}
+
+func TestIsPrintable(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIsPrintable")
+
+	assert.Equal(true, IsPrintable("ABC"))
+	assert.Equal(true, IsPrintable("{id: 123}"))
+	assert.Equal(true, IsPrintable(""))
+	assert.Equal(true, IsPrintable("😄"))
+	assert.Equal(false, IsPrintable("\u0000"))
+}
Author	SHA1	Message	Date
dudaodong	975c303a31	fix: ExampleListFileNames	2023-04-17 15:35:17 +08:00
dudaodong	3b8dd94a5c	fix: TestListFileNames	2023-04-17 15:32:59 +08:00
dudaodong	815791c0b6	Merge branch 'main' into v2	2023-04-17 15:28:37 +08:00
dudaodong	a12a691ee6	release v2.1.19	2023-04-17 15:28:01 +08:00
Nothin	247cf89947	[FEATURE] system add option (#87 )	2023-04-17 14:06:49 +08:00
dudaodong	c3fad62d8c	doc: update stream package document	2023-04-17 13:53:47 +08:00
dudaodong	a8a96be21b	doc: update doc for new added functions	2023-04-17 11:34:17 +08:00
dudaodong	8e297769b2	fix: fix example comment of MapTo function	2023-04-17 11:06:03 +08:00
dudaodong	98cdf1c040	Merge branch 'main' into v2	2023-04-17 10:38:28 +08:00
dudaodong	d7976e31a4	refactor: move typemap.go to maputil package and add document for it	2023-04-17 10:37:56 +08:00
dudaodong	5b11a8b457	refactor: move typemap.go to maputil package and add document for it	2023-04-17 10:36:59 +08:00
Nothin	d4a16534f2	add typemap (#85 ) * [FEATURE] typemap, quick map any type to specified type * [DOC] add more test case --------- Co-authored-by: zhijian.chen <zhijian.chen@longsys.com>	2023-04-17 10:04:31 +08:00
dudaodong	ecf0688788	update readme file	2023-04-07 17:39:54 +08:00
dudaodong	90f9cad1ea	update readme file	2023-04-07 15:23:34 +08:00
dudaodong	4a298876e9	doc: add docment and example for byte.go	2023-04-07 14:53:48 +08:00
dudaodong	74474cd9ef	feat: add feature for humanize byte unit	2023-04-07 14:18:28 +08:00
dudaodong	f23f18457e	feat: add Pretty and PrettyToWriter	2023-04-06 16:30:38 +08:00
dudaodong	18f01ffd75	doc: update doc and example for validator	2023-04-06 10:46:31 +08:00
dudaodong	c53d541a6b	doc: add document for stream package	2023-04-05 20:17:41 +08:00
dudaodong	5b9b4c4344	test: add example for stream package	2023-04-05 18:52:27 +08:00
dudaodong	6e7300bbbf	feat: add CurrentPath	2023-04-05 15:55:55 +08:00
dudaodong	3685aee02b	fix: fix bug of Comma function	2023-04-05 14:26:42 +08:00
dudaodong	046f3e0bf9	feat: add IsInt, IsFloat, IsNumber	2023-04-05 14:07:23 +08:00
dudaodong	c01c9d14b4	feat: add ReduceRight	2023-04-04 17:54:54 +08:00
dudaodong	f198191063	feat: add ReduceBy	2023-04-04 17:41:37 +08:00
dudaodong	8bdd46bda4	doc: add play ground demo	2023-04-03 10:33:57 +08:00
dudaodong	e29b56c3c3	release v2.1.18	2023-04-03 10:12:50 +08:00
dudaodong	c357fc68c8	doc: update readme file for new feature	2023-04-03 10:12:13 +08:00
dudaodong	bc25e7a037	feat: add IsPrintable	2023-03-31 12:00:32 +08:00
dudaodong	217350042b	feat: add RemoveNonPrintable	2023-03-30 14:52:32 +08:00
dudaodong	e56a8a1ef5	feat: add IsASCII	2023-03-30 14:41:32 +08:00
dudaodong	6453f755a6	doc: add doc for IsPrime	2023-03-30 14:09:05 +08:00
dudaodong	027abd6ad5	feat: add IsPrime	2023-03-30 11:54:20 +08:00
dudaodong	91503b1656	comment TestEachWithBreak	2023-03-29 10:31:38 +08:00
dudaodong	e2522cd29b	fix: fix TestEachWithBreak case	2023-03-29 10:24:41 +08:00
dudaodong	da69b77892	Merge branch 'main' of github.com:duke-git/lancet	2023-03-29 10:15:56 +08:00
dudaodong	05772d8d7d	comment TestEachWithBreak	2023-03-28 20:08:05 +08:00
Mickls	3b497532f3	fix: The LastIndexOf method can never return the index of the first element (#83 ) Co-authored-by: JiangCheng <jiangcheng@kezaihui.com>	2023-03-28 20:02:57 +08:00
dudaodong	1cd3be508c	refactor rename async package name to	2023-03-24 11:43:56 +08:00
dudaodong	a41d461910	doc: update mathutil package doc	2023-03-24 11:23:45 +08:00
dudaodong	cde5946bf0	feat: add PointDistance	2023-03-23 17:49:07 +08:00
dudaodong	c28803b25e	feat: add AngleToRadian and RadianToAngle	2023-03-23 17:41:31 +08:00
dudaodong	f09e521783	doc: add go playground demo	2023-03-22 21:06:01 +08:00
dudaodong	0aa41f337d	fix: test failed	2023-03-20 16:39:56 +08:00
dudaodong	48814a720a	fix: test failed in promise test	2023-03-20 16:26:21 +08:00
dudaodong	04b79b3dfe	release v2.1.17	2023-03-20 16:17:52 +08:00
dudaodong	302007ebdf	doc: update readme file for new feature	2023-03-20 16:12:58 +08:00
dudaodong	965e5fbcda	feat: add Pop for set	2023-03-20 11:10:35 +08:00
dudaodong	70d0adde42	feat: add EachWithBreak for set	2023-03-20 10:49:14 +08:00
dudaodong	0b80074bb7	refactor: remove unused code	2023-03-20 10:35:37 +08:00
dudaodong	90945a0399	Merge branch 'main' into v2	2023-03-18 19:35:48 +08:00
zm	47dccd63af	add the struct package english docs (#82 )	2023-03-18 19:33:07 +08:00
dudaodong	4ae7e59829	feat: add example for promise	2023-03-17 16:03:35 +08:00
dudaodong	8f0c60cade	test: add unit test for promise Race and Any function	2023-03-17 13:59:18 +08:00
dudaodong	3f6aef1432	fix: fix bug of IsNotNil function	2023-03-16 19:15:36 +08:00
dudaodong	a714e04470	test: add unit test for promise.All function	2023-03-16 19:11:30 +08:00
dudaodong	7456621153	fix: fix bug of IsNil function	2023-03-16 17:01:28 +08:00
dudaodong	73ac9825e9	test: add unit test for Promise	2023-03-16 16:55:32 +08:00
dudaodong	930bb9c839	feat: complete promise Any function	2023-03-16 15:59:06 +08:00
dudaodong	3d8f1be212	feat: add error_join.go to support join error under go1.19, for internal use.	2023-03-16 15:56:54 +08:00
dudaodong	13a4ed59fa	doc: update comment for concurrency package	2023-03-16 15:35:26 +08:00
dudaodong	c799d10ce9	feat: add promise All, Race, Any methods	2023-03-16 15:34:28 +08:00
dudaodong	5ab322ade2	feat: add async package, promise implemention	2023-03-16 14:49:07 +08:00
dudaodong	d0ffc61842	doc: fix doc error	2023-03-16 10:36:06 +08:00
zm	5e66bc6227	[structs] change package structutil to structs (#81 ) * refactor package structutil to structs * add structs package zh-CN docs	2023-03-15 19:14:19 +08:00
dudaodong	7261b281ad	refactor: add function comment for tag.go	2023-03-15 17:43:47 +08:00
dudaodong	f79693804b	refactor: make package variable defaultTagName unexported	2023-03-15 15:08:56 +08:00
dudaodong	534c7a0abc	refactor: make errInvalidStruct exported, change error.go to struct_internal.go	2023-03-15 14:58:34 +08:00
dudaodong	4eaff47d38	Merge branch 'main' into v2	2023-03-15 14:43:48 +08:00
dudaodong	3e019522c7	doc: add doc for ForEachWithBreak	2023-03-15 14:42:22 +08:00
dudaodong	0734f220b3	feat: add ForEachWithBreak support break for each loop	2023-03-15 14:38:33 +08:00
zm	2d2c277090	[StructUtil] add support that the Struct can nest any type to transform (#80 ) * add support json tag attribute for StructToMap function * add the structutil to provide more rich functions and fixed #77 * add support that the nested struct to map for structutil * recover code * add structutil unit test * [StructUtil] add unit test	2023-03-15 14:26:34 +08:00
dudaodong	ef1e548dfc	merge main	2023-03-13 19:44:44 +08:00
zm	924589d2da	Add StructUtil for provide more rich functions (#79 ) * add support json tag attribute for StructToMap function * add the structutil to provide more rich functions and fixed #77	2023-03-13 19:28:37 +08:00
dudaodong	77f32f4cc6	Merge branch 'main' into v2	2023-03-11 20:14:32 +08:00
zm	1755dd249b	add support json tag attribute for StructToMap function (#78 )	2023-03-11 20:08:41 +08:00
dudaodong	7a25688ec1	doc: add doc for Range and RangeWithStep	2023-03-09 17:13:51 +08:00
dudaodong	51a6912eb3	feat: add RangeWithStep function	2023-03-06 18:05:58 +08:00
dudaodong	28d0428b50	feat: add Range function	2023-03-06 17:49:56 +08:00
dudaodong	6a9eb645bb	fix: fix StructToUrlValues failed when tag contain omitempty	2023-03-06 17:07:57 +08:00
dudaodong	3857b342f6	fix: fix ExampleContext failed	2023-03-01 11:45:02 +08:00
dudaodong	71aa91a58d	doc: add go playground demo	2023-03-01 11:39:27 +08:00
dudaodong	081908bce3	fix: fix goline error	2023-03-01 11:10:12 +08:00
dudaodong	66efe61834	release v2.1.16	2023-03-01 10:08:53 +08:00
dudaodong	94f7f3e0e5	doc: add new function docs	2023-02-28 15:03:02 +08:00
dudaodong	9d2c9806d1	feat: add ContainBy function	2023-02-24 14:19:10 +08:00
dudaodong	e523d4af6e	doc: add doc for FilterMap and FlatMap	2023-02-24 11:23:02 +08:00
dudaodong	f3801bcd8f	feat: add FlatMap	2023-02-24 11:14:59 +08:00
dudaodong	5767aad303	feat: add FilterMap	2023-02-24 10:55:27 +08:00
dudaodong	f7aaa1ed2a	fix: fix issue #75	2023-02-23 11:43:41 +08:00
dudaodong	ef19a414bc	doc: fix doc error	2023-02-23 10:58:43 +08:00
dudaodong	65704dea06	doc: fix doc error	2023-02-23 10:57:48 +08:00
dudaodong	5eac358bb0	doc: format code in doc file	2023-02-22 17:00:46 +08:00
dudaodong	8e36ef5cef	doc: add doc for new map functions	2023-02-22 16:59:01 +08:00
dudaodong	21b0d2ec0e	doc: add doc for WordCount and SplitWords function	2023-02-22 16:13:41 +08:00
dudaodong	32ca975204	feat: add OmitBy, OmitByKeys, OmitByValues	2023-02-21 14:52:10 +08:00
dudaodong	ec740e442c	feat: add WordCount	2023-02-21 14:27:00 +08:00
dudaodong	ed98ad53ec	feat: add SplitWords	2023-02-21 14:16:36 +08:00
dudaodong	af7b9d2710	doc: add doc for CopyProperties function	2023-02-20 14:10:55 +08:00
dudaodong	f08b368001	fix: update param type of CopyProperties	2023-02-20 14:04:45 +08:00
dudaodong	be8a0558f8	test: add examples for CopyProperties function	2023-02-20 12:00:49 +08:00
dudaodong	46de539e22	feat: add CopyProperties for merge properties between structs	2023-02-20 11:48:30 +08:00
dudaodong	36fb3abe9e	test: add examples for maputil package function	2023-02-19 16:59:21 +08:00
dudaodong	fee8d325b7	doc: add doc for Pad function	2023-02-19 12:58:14 +08:00
dudaodong	8784be1583	feat: add Pad function	2023-02-19 12:37:26 +08:00
dudaodong	84cd68de7f	fix: fix bugs of PadEnd and PadStart	2023-02-19 12:34:39 +08:00
dudaodong	a774c060ce	feat: add MapKeys and MapValues	2023-02-17 15:41:58 +08:00
dudaodong	730f061b95	feat: add Entries FromEntries Transform	2023-02-17 15:24:46 +08:00
dudaodong	2eb08f3404	feat: add FilterByValues function	2023-02-17 11:59:44 +08:00
dudaodong	4c1496b648	feat: add FilterByKeys function	2023-02-17 11:57:09 +08:00
dudaodong	c2ae784f27	feat: add ValuesBy function	2023-02-17 11:48:11 +08:00
dudaodong	e71cecefea	feat: add KeysBy function	2023-02-17 11:40:20 +08:00
dudaodong	572e53aa14	doc: add go playground demo for xerror package	2023-02-16 14:28:50 +08:00
dudaodong	ca9ecb9c8a	update go playground demo	2023-02-16 14:10:24 +08:00