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transform.go
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transform.go
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package funk
import (
"fmt"
"math/rand"
"reflect"
"strings"
)
// Chunk creates an array of elements split into groups with the length of size.
// If array can't be split evenly, the final chunk will be
// the remaining element.
func Chunk(arr interface{}, size int) interface{} {
if !IsIteratee(arr) {
panic("First parameter must be neither array nor slice")
}
if size == 0 {
return arr
}
arrValue := reflect.ValueOf(arr)
arrType := arrValue.Type()
resultSliceType := reflect.SliceOf(arrType)
// Initialize final result slice which will contains slice
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
itemType := arrType.Elem()
var itemSlice reflect.Value
itemSliceType := reflect.SliceOf(itemType)
length := arrValue.Len()
for i := 0; i < length; i++ {
if i%size == 0 || i == 0 {
if itemSlice.Kind() != reflect.Invalid {
resultSlice = reflect.Append(resultSlice, itemSlice)
}
itemSlice = reflect.MakeSlice(itemSliceType, 0, 0)
}
itemSlice = reflect.Append(itemSlice, arrValue.Index(i))
if i == length-1 {
resultSlice = reflect.Append(resultSlice, itemSlice)
}
}
return resultSlice.Interface()
}
// ToMap transforms a collection of instances to a Map.
// []T => map[type of T.<pivot>]T
func ToMap(in interface{}, pivot string) interface{} {
// input value must be a collection
if !IsCollection(in) {
panic(fmt.Sprintf("%v must be a slict or an array", in))
}
value := reflect.ValueOf(in)
inType := value.Type()
structType := inType.Elem()
// retrieve the struct in the slice to deduce key type
if structType.Kind() == reflect.Ptr {
structType = structType.Elem()
}
field, ok := structType.FieldByName(pivot)
if !ok {
panic(fmt.Sprintf("`%s` must be a field of the struct %s", pivot, structType.Name()))
}
// value of the map will be the input type
collectionType := reflect.MapOf(field.Type, inType.Elem())
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for i := 0; i < value.Len(); i++ {
instance := value.Index(i)
var field reflect.Value
if instance.Kind() == reflect.Ptr {
field = instance.Elem().FieldByName(pivot)
} else {
field = instance.FieldByName(pivot)
}
collection.SetMapIndex(field, instance)
}
return collection.Interface()
}
// ToSet transforms a collection of instances to a Set.
// []T => map[T]struct{}
func ToSet(in interface{}) interface{} {
// input value must be a collection
if !IsCollection(in) {
panic(fmt.Sprintf("%v must be a slice or an array", in))
}
var (
empty = struct{}{}
emptyType = reflect.TypeOf(empty)
emptyValue = reflect.ValueOf(empty)
)
value := reflect.ValueOf(in)
elemType := value.Type().Elem()
// key of the set will be the input type
collection := reflect.MakeMap(reflect.MapOf(elemType, emptyType))
for i := 0; i < value.Len(); i++ {
collection.SetMapIndex(value.Index(i), emptyValue)
}
return collection.Interface()
}
func mapSlice(arrValue reflect.Value, funcValue reflect.Value) reflect.Value {
funcType := funcValue.Type()
if funcType.NumIn() != 1 || funcType.NumOut() == 0 || funcType.NumOut() > 2 {
panic("Map function with an array must have one parameter and must return one or two parameters")
}
arrElemType := arrValue.Type().Elem()
// Checking whether element type is convertible to function's first argument's type.
if !arrElemType.ConvertibleTo(funcType.In(0)) {
panic("Map function's argument is not compatible with type of array.")
}
if funcType.NumOut() == 1 {
// Get slice type corresponding to function's return value's type.
resultSliceType := reflect.SliceOf(funcType.Out(0))
// MakeSlice takes a slice kind type, and makes a slice.
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
for i := 0; i < arrValue.Len(); i++ {
result := funcValue.Call([]reflect.Value{arrValue.Index(i)})[0]
resultSlice = reflect.Append(resultSlice, result)
}
return resultSlice
}
if funcType.NumOut() == 2 {
// value of the map will be the input type
collectionType := reflect.MapOf(funcType.Out(0), funcType.Out(1))
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for i := 0; i < arrValue.Len(); i++ {
results := funcValue.Call([]reflect.Value{arrValue.Index(i)})
collection.SetMapIndex(results[0], results[1])
}
return collection
}
return reflect.Value{}
}
func mapMap(arrValue reflect.Value, funcValue reflect.Value) reflect.Value {
funcType := funcValue.Type()
if funcType.NumIn() != 2 || funcType.NumOut() == 0 || funcType.NumOut() > 2 {
panic("Map function with a map must have two parameters and must return one or two parameters")
}
// Only one returned parameter, should be a slice
if funcType.NumOut() == 1 {
// Get slice type corresponding to function's return value's type.
resultSliceType := reflect.SliceOf(funcType.Out(0))
// MakeSlice takes a slice kind type, and makes a slice.
resultSlice := reflect.MakeSlice(resultSliceType, 0, 0)
for _, key := range arrValue.MapKeys() {
results := funcValue.Call([]reflect.Value{key, arrValue.MapIndex(key)})
result := results[0]
resultSlice = reflect.Append(resultSlice, result)
}
return resultSlice
}
// two parameters, should be a map
if funcType.NumOut() == 2 {
// value of the map will be the input type
collectionType := reflect.MapOf(funcType.Out(0), funcType.Out(1))
// create a map from scratch
collection := reflect.MakeMap(collectionType)
for _, key := range arrValue.MapKeys() {
results := funcValue.Call([]reflect.Value{key, arrValue.MapIndex(key)})
collection.SetMapIndex(results[0], results[1])
}
return collection
}
return reflect.Value{}
}
// Map manipulates an iteratee and transforms it to another type.
func Map(arr interface{}, mapFunc interface{}) interface{} {
result := mapFn(arr, mapFunc, "Map")
if result.IsValid() {
return result.Interface()
}
return nil
}
func mapFn(arr interface{}, mapFunc interface{}, funcName string) reflect.Value {
if !IsIteratee(arr) {
panic("First parameter must be an iteratee")
}
if !IsFunction(mapFunc) {
panic("Second argument must be function")
}
var (
funcValue = reflect.ValueOf(mapFunc)
arrValue = reflect.ValueOf(arr)
arrType = arrValue.Type()
)
kind := arrType.Kind()
if kind == reflect.Slice || kind == reflect.Array {
return mapSlice(arrValue, funcValue)
} else if kind == reflect.Map {
return mapMap(arrValue, funcValue)
}
panic(fmt.Sprintf("Type %s is not supported by "+funcName, arrType.String()))
}
// FlatMap manipulates an iteratee and transforms it to a flattened collection of another type.
func FlatMap(arr interface{}, mapFunc interface{}) interface{} {
result := mapFn(arr, mapFunc, "FlatMap")
if result.IsValid() {
return flatten(result).Interface()
}
return nil
}
// Flatten flattens a two-dimensional array.
func Flatten(out interface{}) interface{} {
return flatten(reflect.ValueOf(out)).Interface()
}
func flatten(value reflect.Value) reflect.Value {
sliceType := value.Type()
if (value.Kind() != reflect.Slice && value.Kind() != reflect.Array) ||
(sliceType.Elem().Kind() != reflect.Slice && sliceType.Elem().Kind() != reflect.Array) {
panic("Argument must be an array or slice of at least two dimensions")
}
resultSliceType := sliceType.Elem().Elem()
resultSlice := reflect.MakeSlice(reflect.SliceOf(resultSliceType), 0, 0)
length := value.Len()
for i := 0; i < length; i++ {
item := value.Index(i)
resultSlice = reflect.AppendSlice(resultSlice, item)
}
return resultSlice
}
// FlattenDeep recursively flattens array.
func FlattenDeep(out interface{}) interface{} {
return flattenDeep(reflect.ValueOf(out)).Interface()
}
func flattenDeep(value reflect.Value) reflect.Value {
sliceType := sliceElem(value.Type())
resultSlice := reflect.MakeSlice(reflect.SliceOf(sliceType), 0, 0)
return flattenRecursive(value, resultSlice)
}
func flattenRecursive(value reflect.Value, result reflect.Value) reflect.Value {
length := value.Len()
for i := 0; i < length; i++ {
item := value.Index(i)
kind := item.Kind()
if kind == reflect.Slice || kind == reflect.Array {
result = flattenRecursive(item, result)
} else {
result = reflect.Append(result, item)
}
}
return result
}
// Shuffle creates an array of shuffled values
func Shuffle(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length)
for i, v := range rand.Perm(length) {
resultSlice.Index(i).Set(value.Index(v))
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Shuffle", valueType.String()))
}
// Reverse transforms an array the first element will become the last,
// the second element will become the second to last, etc.
func Reverse(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.String {
return ReverseString(in.(string))
}
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length)
j := 0
for i := length - 1; i >= 0; i-- {
resultSlice.Index(j).Set(value.Index(i))
j++
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Reverse", valueType.String()))
}
// Uniq creates an array with unique values.
func Uniq(in interface{}) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
result := makeSlice(value, 0)
seen := make(map[interface{}]bool, length)
for i := 0; i < length; i++ {
val := value.Index(i)
v := val.Interface()
if _, ok := seen[v]; ok {
continue
}
seen[v] = true
result = reflect.Append(result, val)
}
return result.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Uniq", valueType.String()))
}
// Uniq creates an array with unique values.
func UniqBy(in interface{}, mapFunc interface{}) interface{} {
if !IsFunction(mapFunc) {
panic("Second argument must be function")
}
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
funcValue := reflect.ValueOf(mapFunc)
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
result := makeSlice(value, 0)
seen := make(map[interface{}]bool, length)
for i := 0; i < length; i++ {
val := value.Index(i)
v := funcValue.Call([]reflect.Value{val})[0].Interface()
if _, ok := seen[v]; ok {
continue
}
seen[v] = true
result = reflect.Append(result, val)
}
return result.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Uniq", valueType.String()))
}
// ConvertSlice converts a slice type to another,
// a perfect example would be to convert a slice of struct to a slice of interface.
func ConvertSlice(in interface{}, out interface{}) {
srcValue := reflect.ValueOf(in)
dstValue := reflect.ValueOf(out)
if dstValue.Kind() != reflect.Ptr {
panic("Second argument must be a pointer")
}
dstValue = dstValue.Elem()
if srcValue.Kind() != reflect.Slice && srcValue.Kind() != reflect.Array {
panic("First argument must be an array or slice")
}
if dstValue.Kind() != reflect.Slice && dstValue.Kind() != reflect.Array {
panic("Second argument must be an array or slice")
}
// returns value that points to dstValue
direct := reflect.Indirect(dstValue)
length := srcValue.Len()
for i := 0; i < length; i++ {
dstValue = reflect.Append(dstValue, srcValue.Index(i))
}
direct.Set(dstValue)
}
// Drop creates an array/slice with `n` elements dropped from the beginning.
func Drop(in interface{}, n int) interface{} {
value := reflect.ValueOf(in)
valueType := value.Type()
kind := value.Kind()
if kind == reflect.Array || kind == reflect.Slice {
length := value.Len()
resultSlice := makeSlice(value, length-n)
j := 0
for i := n; i < length; i++ {
resultSlice.Index(j).Set(value.Index(i))
j++
}
return resultSlice.Interface()
}
panic(fmt.Sprintf("Type %s is not supported by Drop", valueType.String()))
}
// Prune returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field name.
// For lookup paths by field tag instead, use funk.PruneByTag()
func Prune(in interface{}, paths []string) (interface{}, error) {
return pruneByTag(in, paths, nil /*tag*/)
}
// pruneByTag returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field Tag "tag".
func PruneByTag(in interface{}, paths []string, tag string) (interface{}, error) {
return pruneByTag(in, paths, &tag)
}
// pruneByTag returns a copy of "in" that only contains fields in "paths"
// which are looked up using struct field Tag "tag". If tag is nil,
// traverse paths using struct field name
func pruneByTag(in interface{}, paths []string, tag *string) (interface{}, error) {
inValue := reflect.ValueOf(in)
ret := reflect.New(inValue.Type()).Elem()
for _, path := range paths {
parts := strings.Split(path, ".")
if err := prune(inValue, ret, parts, tag); err != nil {
return nil, err
}
}
return ret.Interface(), nil
}
func prune(inValue reflect.Value, ret reflect.Value, parts []string, tag *string) error {
if len(parts) == 0 {
// we reached the location that ret needs to hold inValue
// Note: The value at the end of the path is not copied, maybe we need to change.
// ret and the original data holds the same reference to this value
ret.Set(inValue)
return nil
}
inKind := inValue.Kind()
switch inKind {
case reflect.Ptr:
if inValue.IsNil() {
// TODO validate
return nil
}
if ret.IsNil() {
// init ret and go to next level
ret.Set(reflect.New(inValue.Type().Elem()))
}
return prune(inValue.Elem(), ret.Elem(), parts, tag)
case reflect.Struct:
part := parts[0]
var fValue reflect.Value
var fRet reflect.Value
if tag == nil {
// use field name
fValue = inValue.FieldByName(part)
if !fValue.IsValid() {
return fmt.Errorf("field name %v is not found in struct %v", part, inValue.Type().String())
}
fRet = ret.FieldByName(part)
} else {
// search tag that has key equal to part
found := false
for i := 0; i < inValue.NumField(); i++ {
f := inValue.Type().Field(i)
if key, ok := f.Tag.Lookup(*tag); ok {
if key == part {
fValue = inValue.Field(i)
fRet = ret.Field(i)
found = true
break
}
}
}
if !found {
return fmt.Errorf("struct tag %v is not found with key %v", *tag, part)
}
}
// init Ret is zero and go down one more level
if fRet.IsZero() {
fRet.Set(reflect.New(fValue.Type()).Elem())
}
return prune(fValue, fRet, parts[1:], tag)
case reflect.Array, reflect.Slice:
// set all its elements
length := inValue.Len()
// init ret
if ret.IsZero() {
if inKind == reflect.Slice {
ret.Set(reflect.MakeSlice(inValue.Type(), length /*len*/, length /*cap*/))
} else { // array
ret.Set(reflect.New(inValue.Type()).Elem())
}
}
for j := 0; j < length; j++ {
if err := prune(inValue.Index(j), ret.Index(j), parts, tag); err != nil {
return err
}
}
default:
return fmt.Errorf("path %v cannot be looked up on kind of %v", strings.Join(parts, "."), inValue.Kind())
}
return nil
}