refactor: update signature of WriteMapsToCsv function

g

README.md

@@ -706,6 +706,8 @@ import "github.com/duke-git/lancet/v2/fileutil"
     [[play](https://go.dev/play/p/OExTkhGEd3_u)]
 -   **<big>WriteCsvFile</big>** : write content to target csv file.
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/fileutil.md#WriteCsvFile)]
+-   **<big>WriteMapsToCsv</big>** : write slice of map to csv file.
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/fileutil.md#WriteMapsToCsv)]
     [[play](https://go.dev/play/p/dAXm58Q5U1o)]
 -   **<big>WriteBytesToFile</big>** : write bytes to target file.
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/fileutil.md#WriteBytesToFile)]
@@ -1178,9 +1180,10 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>DifferenceWith</big>** : accepts comparator which is invoked to compare elements of slice to values.
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/slice.md#DifferenceWith)]
     [[play](https://go.dev/play/p/v2U2deugKuV)]
--   **<big>DeleteAt</big>** : delete the element of slice from specific start index to end index - 1.
+-   **<big>DeleteAt</big>** : delete the element of slice at index.
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/slice.md#DeleteAt)]
-    [[play](https://go.dev/play/p/pJ-d6MUWcvK)]
+-   **<big>DeleteRange</big>** : delete the element of slice from start index to end index（exclude).
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/slice.md#DeleteRange)]
 -   **<big>Drop</big>** : drop n elements from the start of a slice.
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/en/api/packages/slice.md#Drop)]
     [[play](https://go.dev/play/p/jnPO2yQsT8H)]

README_zh-CN.md

@@ -705,8 +705,10 @@ import "github.com/duke-git/lancet/v2/fileutil"
 -   **<big>ReadCsvFile</big>** : 读取 csv 文件内容到切片。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/fileutil.md#ReadCsvFile)]
     [[play](https://go.dev/play/p/OExTkhGEd3_u)]
--   **<big>WriteCsvFile</big>** : 向 csv 文件写入内容。
+-   **<big>WriteCsvFile</big>** : 向csv文件写入切片数据。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/fileutil.md#WriteCsvFile)]
+-   **<big>WriteMapsToCsv</big>** : 将map切片写入csv文件中。
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/fileutil.md#WriteMapsToCsv)]
     [[play](https://go.dev/play/p/dAXm58Q5U1o)]
 -   **<big>WriteBytesToFile</big>** : 将 bytes 写入文件。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/fileutil.md#WriteBytesToFile)]
@@ -1177,9 +1179,10 @@ import "github.com/duke-git/lancet/v2/slice"
 -   **<big>DifferenceWith</big>** : 接受比较器函数，该比较器被调用以将切片的元素与值进行比较。 结果值的顺序和引用由第一个切片确定。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/slice.md#DifferenceWith)]
     [[play](https://go.dev/play/p/v2U2deugKuV)]
--   **<big>DeleteAt</big>** : 删除切片中指定开始索引到结束索引的元素。
+-   **<big>DeleteAt</big>** : 删除切片中指定索引到的元素。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/slice.md#DeleteAt)]
-    [[play](https://go.dev/play/p/pJ-d6MUWcvK)]
+-   **<big>DeleteRange</big>** : 删除切片中指定开始索引到结束索引的元素。
+    [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/slice.md#DeleteRange)]
 -   **<big>Drop</big>** : 从切片头部删除 n 个元素。
     [[doc](https://github.com/duke-git/lancet/blob/main/docs/api/packages/slice.md#Drop)]
     [[play](https://go.dev/play/p/jnPO2yQsT8H)]

docs/api/packages/fileutil.md

@@ -45,6 +45,7 @@ import (
 -   [Sha](#Sha)
 -   [ReadCsvFile](#ReadCsvFile)
 -   [WriteCsvFile](#WriteCsvFile)
+-   [WriteMapsToCsv](#WriteMapsToCsv)
 -   [WriteStringToFile](#WriteStringToFile)
 -   [WriteBytesToFile](#WriteBytesToFile)
 -   [ReadFile](#ReadFile)
@@ -750,7 +751,12 @@ func main() {
 <b>函数签名:</b>
 
 ```go
-func WriteMapsToCsv(filepath string, records []map[string]string, append_to_existing_file bool, delimiter ...rune) error
+// filepath: CSV文件路径。
+// records: 写入文件的map切片。map值必须为基本类型。会以map键的字母顺序写入。
+// appendToExistingFile: 是否为追加写模式。
+// delimiter: CSV文件分割符。
+// headers: CSV文件表头顺序（需要与map key保持一致)，不指定时按字母排序。
+func WriteMapsToCsv(filepath string, records []map[string]any, appendToExistingFile bool, delimiter rune, headers ...[]string) error
 ```
 
 <b>示例:</b>
@@ -770,23 +776,24 @@ func main() {
     f, _ := os.OpenFile(fpath, os.O_WRONLY|os.O_TRUNC, 0777)
     defer f.Close()
 
-    records := []map[string]string{
-        {"Name": "Lili", "Age": "22", "gender": "female"},
-        {"Name": "Jim", "Age": "21", "gender": "male"},
+    records := []map[string]any{
+        {"Name": "Lili", "Age": "22", "Gender": "female"},
+        {"Name": "Jim", "Age": "21", "Gender": "male"},
     }
 
-    err := WriteMapsToCsv(csvFilePath, records, false, ';')
+    headers := []string{"Name", "Age", "Gender"}
+    err := WriteMapsToCsv(csvFilePath, records, false, ';', headers)
 
     if err != nil {
         log.Fatal(err)
     }
 
-    content, err := ReadCsvFile(csvFilePath, ';')
+    content, err := fileutil.ReadCsvFile(csvFilePath, ';')
 
     fmt.Println(content)
 
     // Output:
-    // [[Name Age gender] [Lili 22 female] [Jim 21 male]]
+    // [[Name Age Gender] [Lili 22 female] [Jim 21 male]]
 }
 ```
 

docs/api/packages/slice.md

@@ -35,6 +35,7 @@ import (
 -   [DifferenceBy](#DifferenceBy)
 -   [DifferenceWith](#DifferenceWith)
 -   [DeleteAt](#DeleteAt)
+-   [DeleteRange](#DeleteRange)
 -   [Drop](#Drop)
 -   [DropRight](#DropRight)
 -   [DropWhile](#DropWhile)
@@ -516,12 +517,12 @@ func main() {
 
 ### <span id="DeleteAt">DeleteAt</span>
 
-<p>删除切片中指定开始索引到结束索引的元素</p>
+<p>删除切片中指定索引的元素（不修改原切片）。</p>
 
 <b>函数签名:</b>
 
 ```go
-func DeleteAt[T any](slice []T, start int, end ...int)
+func DeleteAt[T any](slice []T, index int) []T
 ```
 
 <b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/pJ-d6MUWcvK)</span></b>
@@ -533,18 +534,66 @@ import (
 )
 
 func main() {
-    result1 := slice.DeleteAt([]string{"a", "b", "c"}, -1)
-    result2 := slice.DeleteAt([]string{"a", "b", "c"}, 0)
-    result3 := slice.DeleteAt([]string{"a", "b", "c"}, 0, 2)
+    chars := []string{"a", "b", "c", "d", "e"}
+
+    result1 := slice.DeleteAt(chars, 0)
+    result2 := slice.DeleteAt(chars, 4)
+    result3 := slice.DeleteAt(chars, 5)
+    result4 := slice.DeleteAt(chars, 6)
 
     fmt.Println(result1)
     fmt.Println(result2)
     fmt.Println(result3)
+    fmt.Println(result4)
 
     // Output:
-    // [a b c]
-    // [b c]
-    // [c]
+    // [b c d e]
+    // [a b c d]
+    // [a b c d]
+    // [a b c d]
+
+}
+```
+
+### <span id="DeleteRange">DeleteRange</span>
+
+<p>删除切片中指定索引范围的元素（不修改原切片）。</p>
+
+<b>函数签名:</b>
+
+```go
+func DeleteRange[T any](slice []T, start, end int) []T 
+```
+
+<b>示例:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    chars := []string{"a", "b", "c", "d", "e"}
+
+    result1 := DeleteRange(chars, 0, 0)
+    result2 := DeleteRange(chars, 0, 1)
+    result3 := DeleteRange(chars, 0, 3)
+    result4 := DeleteRange(chars, 0, 4)
+    result5 := DeleteRange(chars, 0, 5)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // [a b c d e]
+    // [b c d e]
+    // [d e]
+    // [e]
+    // []
 
 }
 ```
@@ -2475,18 +2524,18 @@ import (
 func main() {
     nums := []int{1, 2, 3, 4, 5}
 
-	result1 := slice.Partition(nums)
-	result2 := slice.Partition(nums, func(n int) bool { return n%2 == 0 })
-	result3 := slice.Partition(nums, func(n int) bool { return n == 1 || n == 2 }, func(n int) bool { return n == 2 || n == 3 || n == 4 })
+    result1 := slice.Partition(nums)
+    result2 := slice.Partition(nums, func(n int) bool { return n%2 == 0 })
+    result3 := slice.Partition(nums, func(n int) bool { return n == 1 || n == 2 }, func(n int) bool { return n == 2 || n == 3 || n == 4 })
 
-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
 
-	// Output:
-	// [[1 2 3 4 5]]
-	// [[2 4] [1 3 5]]
-	// [[1 2] [3 4] [5]]
+    // Output:
+    // [[1 2 3 4 5]]
+    // [[2 4] [1 3 5]]
+    // [[1 2] [3 4] [5]]
 }
 ```
 
@@ -2510,13 +2559,13 @@ import (
 )
 
 func main() {
-	nums := []int{1, 2, 3, 4, 5}
+    nums := []int{1, 2, 3, 4, 5}
 
-	val, idx := slice.Random(nums)
-	if idx >= 0 && idx < len(nums) && slice.Contain(nums, val) {
-		fmt.Println("okk")
-	}
-	// Output:
-	// okk
+    val, idx := slice.Random(nums)
+    if idx >= 0 && idx < len(nums) && slice.Contain(nums, val) {
+        fmt.Println("okk")
+    }
+    // Output:
+    // okk
 }
 ```

docs/en/api/packages/fileutil.md

@@ -45,6 +45,7 @@ import (
 -   [Sha](#Sha)
 -   [ReadCsvFile](#ReadCsvFile)
 -   [WriteCsvFile](#WriteCsvFile)
+-   [WriteCsvFile](#WriteCsvFile)
 -   [WriteMapsToCsv](#WriteMapsToCsv)
 -   [WriteStringToFile](#WriteStringToFile)
 -   [WriteBytesToFile](#WriteBytesToFile)
@@ -751,7 +752,12 @@ func main() {
 <b>Signature:</b>
 
 ```go
-func WriteMapsToCsv(filepath string, records []map[string]string, append_to_existing_file bool, delimiter ...rune) error
+// filepath: path of the CSV file.
+// records: slice of maps to be written. the value of map should be basic type. The maps will be sorted by key in alphabeta order, then be written into csv file.
+// appendToExistingFile: If true, data will be appended to the file if it exists.
+// delimiter: Delimiter to use in the CSV file.
+// headers: order of the csv column headers, needs to be consistent with the key of the map.
+func WriteMapsToCsv(filepath string, records []map[string]any, appendToExistingFile bool, delimiter rune, headers ...[]string) error
 ```
 
 <b>Example:</b>
@@ -771,23 +777,24 @@ func main() {
     f, _ := os.OpenFile(fpath, os.O_WRONLY|os.O_TRUNC, 0777)
     defer f.Close()
 
-    records := []map[string]string{
-        {"Name": "Lili", "Age": "22", "gender": "female"},
-        {"Name": "Jim", "Age": "21", "gender": "male"},
+    records := []map[string]any{
+        {"Name": "Lili", "Age": "22", "Gender": "female"},
+        {"Name": "Jim", "Age": "21", "Gender": "male"},
     }
 
-    err := WriteMapsToCsv(csvFilePath, records, false, ';')
+    headers := []string{"Name", "Age", "Gender"}
+    err := fileutil.WriteMapsToCsv(csvFilePath, records, false, ';', headers)
 
     if err != nil {
         log.Fatal(err)
     }
 
-    content, err := ReadCsvFile(csvFilePath, ';')
+    content, err := fileutil.ReadCsvFile(csvFilePath, ';')
 
     fmt.Println(content)
 
     // Output:
-    // [[Name Age gender] [Lili 22 female] [Jim 21 male]]
+    // [[Name Age Gender] [Lili 22 female] [Jim 21 male]]
 }
 ```
 

docs/en/api/packages/slice.md

@@ -35,6 +35,7 @@ import (
 -   [DifferenceBy](#DifferenceBy)
 -   [DifferenceWith](#DifferenceWith)
 -   [DeleteAt](#DeleteAt)
+-   [DeleteRange](#DeleteRange)
 -   [Drop](#Drop)
 -   [DropRight](#DropRight)
 -   [DropWhile](#DropWhile)
@@ -515,12 +516,12 @@ func main() {
 
 ### <span id="DeleteAt">DeleteAt</span>
 
-<p>Delete the element of slice from start index to end index - 1.</p>
+<p>Delete delete the element of slice at index.</p>
 
 <b>Signature:</b>
 
 ```go
-func DeleteAt[T any](slice []T, start int, end ...int)
+func DeleteAt[T any](slice []T, index int)
 ```
 
 <b>Example:<span style="float:right;display:inline-block;">[Run](https://go.dev/play/p/pJ-d6MUWcvK)</span></b>
@@ -532,18 +533,66 @@ import (
 )
 
 func main() {
-    result1 := slice.DeleteAt([]string{"a", "b", "c"}, -1)
-    result2 := slice.DeleteAt([]string{"a", "b", "c"}, 0)
-    result3 := slice.DeleteAt([]string{"a", "b", "c"}, 0, 2)
+    chars := []string{"a", "b", "c", "d", "e"}
+
+    result1 := slice.DeleteAt(chars, 0)
+    result2 := slice.DeleteAt(chars, 4)
+    result3 := slice.DeleteAt(chars, 5)
+    result4 := slice.DeleteAt(chars, 6)
 
     fmt.Println(result1)
     fmt.Println(result2)
     fmt.Println(result3)
+    fmt.Println(result4)
 
     // Output:
-    // [a b c]
-    // [b c]
-    // [c]
+    // [b c d e]
+    // [a b c d]
+    // [a b c d]
+    // [a b c d]
+}
+```
+
+### <span id="DeleteRange">DeleteRange</span>
+
+<p>Delete the element of slice from start index to end index（exclude)</p>
+
+<b>Signature:</b>
+
+```go
+func DeleteRange[T any](slice []T, start, end int) []T 
+```
+
+<b>Example:</b>
+
+```go
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/slice"
+)
+
+func main() {
+    chars := []string{"a", "b", "c", "d", "e"}
+
+    result1 := DeleteRange(chars, 0, 0)
+    result2 := DeleteRange(chars, 0, 1)
+    result3 := DeleteRange(chars, 0, 3)
+    result4 := DeleteRange(chars, 0, 4)
+    result5 := DeleteRange(chars, 0, 5)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+
+    // Output:
+    // [a b c d e]
+    // [b c d e]
+    // [d e]
+    // [e]
+    // []
+
 }
 ```
 
@@ -2473,18 +2522,18 @@ import (
 func main() {
     nums := []int{1, 2, 3, 4, 5}
 
-	result1 := slice.Partition(nums)
-	result2 := slice.Partition(nums, func(n int) bool { return n%2 == 0 })
-	result3 := slice.Partition(nums, func(n int) bool { return n == 1 || n == 2 }, func(n int) bool { return n == 2 || n == 3 || n == 4 })
+    result1 := slice.Partition(nums)
+    result2 := slice.Partition(nums, func(n int) bool { return n%2 == 0 })
+    result3 := slice.Partition(nums, func(n int) bool { return n == 1 || n == 2 }, func(n int) bool { return n == 2 || n == 3 || n == 4 })
 
-	fmt.Println(result1)
-	fmt.Println(result2)
-	fmt.Println(result3)
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
 
-	// Output:
-	// [[1 2 3 4 5]]
-	// [[2 4] [1 3 5]]
-	// [[1 2] [3 4] [5]]
+    // Output:
+    // [[1 2 3 4 5]]
+    // [[2 4] [1 3 5]]
+    // [[1 2] [3 4] [5]]
 }
 ```
 
@@ -2507,13 +2556,13 @@ import (
 )
 
 func main() {
-	nums := []int{1, 2, 3, 4, 5}
+    nums := []int{1, 2, 3, 4, 5}
 
-	val, idx := slice.Random(nums)
-	if idx >= 0 && idx < len(nums) && slice.Contain(nums, val) {
-		fmt.Println("okk")
-	}
-	// Output:
-	// okk
+    val, idx := slice.Random(nums)
+    if idx >= 0 && idx < len(nums) && slice.Contain(nums, val) {
+        fmt.Println("okk")
+    }
+    // Output:
+    // okk
 }
 ```

fileutil/file.go

@@ -20,6 +20,7 @@ import (
 	"os"
 	"path/filepath"
 	"runtime"
+	"sort"
 	"strings"
 
 	"github.com/duke-git/lancet/v2/validator"
@@ -754,33 +755,55 @@ func escapeCSVField(field string, delimiter rune) string {
 
 // WriteMapsToCsv write slice of map to csv file.
 // Play: todo
-func WriteMapsToCsv(filepath string, records []map[string]string, append_to_existing_file bool, delimiter ...rune) error {
-	var datas_to_write [][]string
-	// 标题（列名）
-	var headers []string
-	if len(records) > 0 {
-		for key := range records[0] {
-			headers = append(headers, key)
+// filepath: Path to the CSV file.
+// records: Slice of maps to be written. the value of map should be basic type.
+// the maps will be sorted by key in alphabeta order, then be written into csv file.
+// appendToExistingFile: If true, data will be appended to the file if it exists.
+// delimiter: Delimiter to use in the CSV file.
+// headers: order of the csv column headers, needs to be consistent with the key of the map.
+func WriteMapsToCsv(filepath string, records []map[string]any, appendToExistingFile bool, delimiter rune,
+	headers ...[]string) error {
+	for _, record := range records {
+		for _, value := range record {
+			if !isCsvSupportedType(value) {
+				return errors.New("unsupported value type detected; only basic types are supported: \nbool, rune, string, int, int64, float32, float64, uint, byte, complex128, complex64, uintptr")
+			}
 		}
 	}
-	// 追加模式不重复写字段名
-	if !append_to_existing_file {
-		datas_to_write = append(datas_to_write, headers)
+
+	var columnHeaders []string
+	if len(headers) > 0 {
+		columnHeaders = headers[0]
+	} else {
+		for key := range records[0] {
+			columnHeaders = append(columnHeaders, key)
+		}
+		// sort keys in alphabeta order
+		sort.Strings(columnHeaders)
 	}
-	// 写入数据行
+
+	var datasToWrite [][]string
+	if !appendToExistingFile {
+		datasToWrite = append(datasToWrite, columnHeaders)
+	}
+
 	for _, record := range records {
 		var row []string
-		for _, header := range headers {
-			row = append(row, record[header])
+		for _, h := range columnHeaders {
+			row = append(row, fmt.Sprintf("%v", record[h]))
 		}
-		datas_to_write = append(datas_to_write, row)
+		datasToWrite = append(datasToWrite, row)
+	}
+
+	return WriteCsvFile(filepath, datasToWrite, appendToExistingFile, delimiter)
+}
+
+// check if the value of map which to be written into csv is basic type.
+func isCsvSupportedType(v interface{}) bool {
+	switch v.(type) {
+	case bool, rune, string, int, int64, float32, float64, uint, byte, complex128, complex64, uintptr:
+		return true
+	default:
+		return false
 	}
-	// 提取自定义分隔符
-	var sep rune
-	if len(delimiter) > 0 {
-		sep = delimiter[0]
-	} else {
-		sep = ','
-	}
-	return WriteCsvFile(filepath, datas_to_write, append_to_existing_file, sep)
 }

fileutil/file_example_test.go

@@ -3,6 +3,7 @@ package fileutil
 import (
 	"fmt"
 	"io"
+	"log"
 	"os"
 )
 
@@ -331,26 +332,27 @@ func ExampleWriteCsvFile() {
 	// [[Lili 22 female] [Jim 21 male]]
 }
 
-// func ExampleWriteMapsToCsv() {
-// 	csvFilePath := "./testdata/test3.csv"
-// 	records := []map[string]string{
-// 		{"Name": "Lili", "Age": "22", "gender": "female"},
-// 		{"Name": "Jim", "Age": "21", "gender": "male"},
-// 	}
+func ExampleWriteMapsToCsv() {
+	csvFilePath := "./testdata/test3.csv"
+	records := []map[string]any{
+		{"Name": "Lili", "Age": "22", "Gender": "female"},
+		{"Name": "Jim", "Age": "21", "Gender": "male"},
+	}
 
-// 	err := WriteMapsToCsv(csvFilePath, records, false, ';')
+	headers := []string{"Name", "Age", "Gender"}
+	err := WriteMapsToCsv(csvFilePath, records, false, ';', headers)
 
-// 	if err != nil {
-// 		log.Fatal(err)
-// 	}
+	if err != nil {
+		log.Fatal(err)
+	}
 
-// 	content, err := ReadCsvFile(csvFilePath, ';')
+	content, err := ReadCsvFile(csvFilePath, ';')
 
-// 	fmt.Println(content) //顺序不固定
+	fmt.Println(content)
 
-// 	// Output:
-// 	// [[Name Age gender] [Lili 22 female] [Jim 21 male]]
-// }
+	// Output:
+	// [[Name Age Gender] [Lili 22 female] [Jim 21 male]]
+}
 
 func ExampleWriteStringToFile() {
 	filepath := "./test.txt"

fileutil/file_test.go

@@ -392,12 +392,13 @@ func TestWriteMapsToCsv(t *testing.T) {
 	assert := internal.NewAssert(t, "TestWriteMapsToCSV")
 
 	csvFilePath := "./testdata/test4.csv"
-	records := []map[string]string{
-		{"Name": "Lili", "Age": "22", "gender": "female"},
-		{"Name": "Jim", "Age": "21", "gender": "male"},
+	records := []map[string]any{
+		{"Name": "Lili", "Age": "22", "Gender": "female"},
+		{"Name": "Jim", "Age": "21", "Gender": "male"},
 	}
 
-	err := WriteMapsToCsv(csvFilePath, records, false, ';')
+	headers := []string{"Name", "Age", "Gender"}
+	err := WriteMapsToCsv(csvFilePath, records, false, ';', headers)
 
 	assert.IsNil(err)
 
@@ -407,7 +408,9 @@ func TestWriteMapsToCsv(t *testing.T) {
 
 	assert.Equal(3, len(content))
 	assert.Equal(3, len(content[0]))
-	// assert.Equal("Lili", content[1][0])
+	assert.Equal("Lili", content[1][0])
+	assert.Equal("22", content[1][1])
+	assert.Equal("female", content[1][2])
 }
 
 func TestWriteStringToFile(t *testing.T) {

fileutil/testdata/test3.csv

@@ -1,3 +1,3 @@
-Age;gender;Name
-22;female;Lili
-21;male;Jim
+Name;Age;Gender
+Lili;22;female
+Jim;21;male

fileutil/testdata/test4.csv

@@ -1,3 +1,3 @@
-Name;Age;gender
+Name;Age;Gender
 Lili;22;female
 Jim;21;male

slice/slice.go

@@ -498,20 +498,13 @@ func FlatMap[T any, U any](slice []T, iteratee func(index int, item T) []U) []U
 // 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 {
-	if len(slice) == 0 {
-		return initial
+	accumulator := initial
+
+	for i, v := range slice {
+		accumulator = iteratee(i, v, accumulator)
 	}
 
-	result := iteratee(0, initial, slice[0])
-
-	tmp := make([]T, 2)
-	for i := 1; i < len(slice); i++ {
-		tmp[0] = result
-		tmp[1] = slice[i]
-		result = iteratee(i, tmp[0], tmp[1])
-	}
-
-	return result
+	return accumulator
 }
 
 // ReduceBy produces a value from slice by accumulating the result of each element as passed through the reducer function.
@@ -625,35 +618,34 @@ func IntSlice(slice any) []int {
 	return result
 }
 
-// DeleteAt delete the element of slice from start index to end index - 1.
+// DeleteAt delete the element of slice at index.
 // Play: https://go.dev/play/p/pJ-d6MUWcvK
-func DeleteAt[T any](slice []T, start int, end ...int) []T {
-	size := len(slice)
-
-	if start < 0 || start >= size {
-		return slice
+func DeleteAt[T any](slice []T, index int) []T {
+	if index >= len(slice) {
+		index = len(slice) - 1
 	}
 
-	if len(end) > 0 {
-		end := end[0]
-		if end <= start {
-			return slice
-		}
-		if end > size {
-			end = size
-		}
+	result := make([]T, len(slice)-1)
+	copy(result, slice[:index])
+	copy(result[index:], slice[index+1:])
 
-		slice = append(slice[:start], slice[end:]...)
-		return slice
+	return result
+}
+
+// DeleteRange delete the element of slice from start index to end index（exclude).
+// Play: todo
+func DeleteRange[T any](slice []T, start, end int) []T {
+	result := make([]T, 0, len(slice)-(end-start))
+
+	for i := 0; i < start; i++ {
+		result = append(result, slice[i])
 	}
 
-	if start == size-1 {
-		slice = slice[:start]
-	} else {
-		slice = append(slice[:start], slice[start+1:]...)
+	for i := end; i < len(slice); i++ {
+		result = append(result, slice[i])
 	}
 
-	return slice
+	return result
 }
 
 // Drop drop n elements from the start of a slice.

slice/slice_example_test.go

@@ -594,18 +594,46 @@ func ExampleIntSlice() {
 }
 
 func ExampleDeleteAt() {
-	result1 := DeleteAt([]string{"a", "b", "c"}, -1)
-	result2 := DeleteAt([]string{"a", "b", "c"}, 0)
-	result3 := DeleteAt([]string{"a", "b", "c"}, 0, 2)
+	chars := []string{"a", "b", "c", "d", "e"}
+
+	result1 := DeleteAt(chars, 0)
+	result2 := DeleteAt(chars, 4)
+	result3 := DeleteAt(chars, 5)
+	result4 := DeleteAt(chars, 6)
 
 	fmt.Println(result1)
 	fmt.Println(result2)
 	fmt.Println(result3)
+	fmt.Println(result4)
 
 	// Output:
-	// [a b c]
-	// [b c]
-	// [c]
+	// [b c d e]
+	// [a b c d]
+	// [a b c d]
+	// [a b c d]
+}
+
+func ExampleDeleteRange() {
+	chars := []string{"a", "b", "c", "d", "e"}
+
+	result1 := DeleteRange(chars, 0, 0)
+	result2 := DeleteRange(chars, 0, 1)
+	result3 := DeleteRange(chars, 0, 3)
+	result4 := DeleteRange(chars, 0, 4)
+	result5 := DeleteRange(chars, 0, 5)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+
+	// Output:
+	// [a b c d e]
+	// [b c d e]
+	// [d e]
+	// [e]
+	// []
 }
 
 func ExampleDrop() {

slice/slice_test.go

@@ -572,19 +572,27 @@ func TestDeleteAt(t *testing.T) {
 	t.Parallel()
 
 	assert := internal.NewAssert(t, "TestDeleteAt")
+	arr := []int{1, 2, 3, 4, 5}
 
-	assert.Equal([]string{"a", "b", "c"}, DeleteAt([]string{"a", "b", "c"}, -1))
-	assert.Equal([]string{"a", "b", "c"}, DeleteAt([]string{"a", "b", "c"}, 3))
-	assert.Equal([]string{"b", "c"}, DeleteAt([]string{"a", "b", "c"}, 0))
-	assert.Equal([]string{"a", "c"}, DeleteAt([]string{"a", "b", "c"}, 1))
-	assert.Equal([]string{"a", "b"}, DeleteAt([]string{"a", "b", "c"}, 2))
+	assert.Equal([]int{2, 3, 4, 5}, DeleteAt(arr, 0))
+	assert.Equal([]int{1, 2, 3, 4}, DeleteAt(arr, 4))
 
-	assert.Equal([]string{"b", "c"}, DeleteAt([]string{"a", "b", "c"}, 0, 1))
-	assert.Equal([]string{"c"}, DeleteAt([]string{"a", "b", "c"}, 0, 2))
-	assert.Equal([]string{}, DeleteAt([]string{"a", "b", "c"}, 0, 3))
-	assert.Equal([]string{}, DeleteAt([]string{"a", "b", "c"}, 0, 4))
-	assert.Equal([]string{"a"}, DeleteAt([]string{"a", "b", "c"}, 1, 3))
-	assert.Equal([]string{"a"}, DeleteAt([]string{"a", "b", "c"}, 1, 4))
+	assert.Equal([]int{1, 2, 3, 4}, DeleteAt(arr, 5))
+	assert.Equal([]int{1, 2, 3, 4}, DeleteAt(arr, 6))
+
+	assert.Equal([]int{1, 2, 3, 4, 5}, arr)
+}
+
+func TestDeleteRange(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDeleteRange")
+
+	arr := []int{1, 2, 3, 4, 5}
+
+	assert.Equal([]int{1, 2, 3, 4, 5}, DeleteRange(arr, 0, 0))
+	assert.Equal([]int{2, 3, 4, 5}, DeleteRange(arr, 0, 1))
+	assert.Equal([]int{4, 5}, DeleteRange(arr, 0, 3))
 }
 
 func TestDrop(t *testing.T) {