v0.0.489

cursortoken/token.go

@@ -3,8 +3,8 @@ package cursortoken
 import (
 	"encoding/base32"
 	"encoding/json"
-	"errors"
 	"go.mongodb.org/mongo-driver/bson/primitive"
+	"gogs.mikescher.com/BlackForestBytes/goext/exerr"
 	"strings"
 	"time"
 )
@@ -127,7 +127,7 @@ func Decode(tok string) (CursorToken, error) {
 	}
 
 	if !strings.HasPrefix(tok, "tok_") {
-		return CursorToken{}, errors.New("could not decode token, missing prefix")
+		return CursorToken{}, exerr.New(exerr.TypeCursorTokenDecode, "could not decode token, missing prefix").Str("token", tok).Build()
 	}
 
 	body, err := base32.StdEncoding.DecodeString(tok[len("tok_"):])
@@ -138,7 +138,7 @@ func Decode(tok string) (CursorToken, error) {
 	var tokenDeserialize cursorTokenSerialize
 	err = json.Unmarshal(body, &tokenDeserialize)
 	if err != nil {
-		return CursorToken{}, err
+		return CursorToken{}, exerr.Wrap(err, "failed to deserialize token").Str("token", tok).Build()
 	}
 
 	token := CursorToken{Mode: CTMNormal}

exerr/dataType.go

@@ -23,6 +23,7 @@ var (
 	TypeInternal       = NewType("INTERNAL_ERROR", langext.Ptr(500))
 	TypePanic          = NewType("PANIC", langext.Ptr(500))
 	TypeNotImplemented = NewType("NOT_IMPLEMENTED", langext.Ptr(500))
+	TypeAssert         = NewType("ASSERT", langext.Ptr(500))
 
 	TypeMongoQuery        = NewType("MONGO_QUERY", langext.Ptr(500))
 	TypeCursorTokenDecode = NewType("CURSOR_TOKEN_DECODE", langext.Ptr(500))

ginext/cors.go

@@ -3,13 +3,17 @@ package ginext
 import (
 	"github.com/gin-gonic/gin"
 	"net/http"
+	"strings"
 )
 
-func CorsMiddleware() gin.HandlerFunc {
+func CorsMiddleware(allowheader []string, exposeheader []string) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		c.Writer.Header().Set("Access-Control-Allow-Origin", "*")
 		c.Writer.Header().Set("Access-Control-Allow-Credentials", "true")
-		c.Writer.Header().Set("Access-Control-Allow-Headers", "Content-Type, Content-Length, Accept-Encoding, X-CSRF-Token, Authorization, accept, origin, Cache-Control, X-Requested-With")
+		c.Writer.Header().Set("Access-Control-Allow-Headers", strings.Join(allowheader, ", "))
+		if len(exposeheader) > 0 {
+			c.Writer.Header().Set("Access-Control-Expose-Headers", strings.Join(exposeheader, ", "))
+		}
 		c.Writer.Header().Set("Access-Control-Allow-Methods", "OPTIONS, GET, POST, PUT, PATCH, DELETE, COUNT")
 
 		if c.Request.Method == "OPTIONS" {

ginext/engine.go

@@ -21,12 +21,16 @@ type GinWrapper struct {
 
 	opt                   Options
 	allowCors             bool
+	corsAllowHeader       []string
+	corsExposeHeader      []string
 	ginDebug              bool
 	bufferBody            bool
 	requestTimeout        time.Duration
 	listenerBeforeRequest []func(g *gin.Context)
 	listenerAfterRequest  []func(g *gin.Context, resp HTTPResponse)
 
+	buildRequestBindError func(g *gin.Context, fieldtype string, err error) HTTPResponse
+
 	routeSpecs []ginRouteSpec
 }
 
@@ -38,15 +42,18 @@ type ginRouteSpec struct {
 }
 
 type Options struct {
-	AllowCors                *bool                                     // Add cors handler to allow all CORS requests on the default http methods
+	AllowCors                *bool                                                          // Add cors handler to allow all CORS requests on the default http methods
-	GinDebug                 *bool                                     // Set gin.debug to true (adds more logs)
+	CorsAllowHeader          *[]string                                                      // override the default values of Access-Control-Allow-Headers (AllowCors must be true)
-	SuppressGinLogs          *bool                                     // Suppress our custom gin logs (even if GinDebug == true)
+	CorsExposeHeader         *[]string                                                      // return Access-Control-Expose-Headers (AllowCors must be true)
-	BufferBody               *bool                                     // Buffers the input body stream, this way the ginext error handler can later include the whole request body
+	GinDebug                 *bool                                                          // Set gin.debug to true (adds more logs)
-	Timeout                  *time.Duration                            // The default handler timeout
+	SuppressGinLogs          *bool                                                          // Suppress our custom gin logs (even if GinDebug == true)
-	ListenerBeforeRequest    []func(g *gin.Context)                    // Register listener that are called before the handler method
+	BufferBody               *bool                                                          // Buffers the input body stream, this way the ginext error handler can later include the whole request body
-	ListenerAfterRequest     []func(g *gin.Context, resp HTTPResponse) // Register listener that are called after the handler method
+	Timeout                  *time.Duration                                                 // The default handler timeout
-	DebugTrimHandlerPrefixes []string                                  // Trim these prefixes from the handler names in the debug print
+	ListenerBeforeRequest    []func(g *gin.Context)                                         // Register listener that are called before the handler method
-	DebugReplaceHandlerNames map[string]string                         // Replace handler names in debug output
+	ListenerAfterRequest     []func(g *gin.Context, resp HTTPResponse)                      // Register listener that are called after the handler method
+	DebugTrimHandlerPrefixes []string                                                       // Trim these prefixes from the handler names in the debug print
+	DebugReplaceHandlerNames map[string]string                                              // Replace handler names in debug output
+	BuildRequestBindError    func(g *gin.Context, fieldtype string, err error) HTTPResponse // Override function which generates the HTTPResponse errors that are returned by the preContext..Start() methids
 }
 
 // NewEngine creates a new (wrapped) ginEngine
@@ -72,18 +79,21 @@ func NewEngine(opt Options) *GinWrapper {
 		opt:                   opt,
 		suppressGinLogs:       langext.Coalesce(opt.SuppressGinLogs, false),
 		allowCors:             langext.Coalesce(opt.AllowCors, false),
+		corsAllowHeader:       langext.Coalesce(opt.CorsAllowHeader, []string{"Content-Type", "Content-Length", "Accept-Encoding", "X-CSRF-Token", "Authorization", "accept", "origin", "Cache-Control", "X-Requested-With"}),
+		corsExposeHeader:      langext.Coalesce(opt.CorsExposeHeader, []string{}),
 		ginDebug:              ginDebug,
 		bufferBody:            langext.Coalesce(opt.BufferBody, false),
 		requestTimeout:        langext.Coalesce(opt.Timeout, 24*time.Hour),
 		listenerBeforeRequest: opt.ListenerBeforeRequest,
 		listenerAfterRequest:  opt.ListenerAfterRequest,
+		buildRequestBindError: langext.Conditional(opt.BuildRequestBindError == nil, defaultBuildRequestBindError, opt.BuildRequestBindError),
 	}
 
 	engine.RedirectFixedPath = false
 	engine.RedirectTrailingSlash = false
 
 	if wrapper.allowCors {
-		engine.Use(CorsMiddleware())
+		engine.Use(CorsMiddleware(wrapper.corsAllowHeader, wrapper.corsExposeHeader))
 	}
 
 	if ginDebug && !wrapper.suppressGinLogs {
@@ -222,3 +232,7 @@ func (w *GinWrapper) ForwardRequest(writer http.ResponseWriter, req *http.Reques
 func (w *GinWrapper) ListRoutes() []gin.RouteInfo {
 	return w.engine.Routes()
 }
+
+func defaultBuildRequestBindError(g *gin.Context, fieldtype string, err error) HTTPResponse {
+	return Error(err)
+}

ginext/preContext.go

@@ -15,16 +15,17 @@ import (
 )
 
 type PreContext struct {
-	ginCtx         *gin.Context
+	ginCtx                 *gin.Context
-	wrapper        *GinWrapper
+	wrapper                *GinWrapper
-	uri            any
+	uri                    any
-	query          any
+	query                  any
-	body           any
+	body                   any
-	rawbody        *[]byte
+	rawbody                *[]byte
-	form           any
+	form                   any
-	header         any
+	header                 any
-	timeout        *time.Duration
+	timeout                *time.Duration
-	persistantData *preContextData // must be a ptr, so that we can get the values back in out Wrap func
+	persistantData         *preContextData // must be a ptr, so that we can get the values back in out Wrap func
+	ignoreWrongContentType bool
 }
 
 type preContextData struct {
@@ -71,6 +72,11 @@ func (pctx *PreContext) WithSession(sessionObj SessionObject) *PreContext {
 	return pctx
 }
 
+func (pctx *PreContext) IgnoreWrongContentType() *PreContext {
+	pctx.ignoreWrongContentType = true
+	return pctx
+}
+
 func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 	if pctx.uri != nil {
 		if err := pctx.ginCtx.ShouldBindUri(pctx.uri); err != nil {
@@ -78,7 +84,7 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 				WithType(exerr.TypeBindFailURI).
 				Str("struct_type", fmt.Sprintf("%T", pctx.uri)).
 				Build()
-			return nil, nil, langext.Ptr(Error(err))
+			return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "URI", err))
 		}
 	}
 
@@ -88,7 +94,7 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 				WithType(exerr.TypeBindFailQuery).
 				Str("struct_type", fmt.Sprintf("%T", pctx.query)).
 				Build()
-			return nil, nil, langext.Ptr(Error(err))
+			return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "QUERY", err))
 		}
 	}
 
@@ -99,13 +105,15 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 					WithType(exerr.TypeBindFailJSON).
 					Str("struct_type", fmt.Sprintf("%T", pctx.body)).
 					Build()
-				return nil, nil, langext.Ptr(Error(err))
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "JSON", err))
 			}
 		} else {
-			err := exerr.New(exerr.TypeBindFailJSON, "missing JSON body").
+			if !pctx.ignoreWrongContentType {
-				Str("struct_type", fmt.Sprintf("%T", pctx.body)).
+				err := exerr.New(exerr.TypeBindFailJSON, "missing JSON body").
-				Build()
+					Str("struct_type", fmt.Sprintf("%T", pctx.body)).
-			return nil, nil, langext.Ptr(Error(err))
+					Build()
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "JSON", err))
+			}
 		}
 	}
 
@@ -113,14 +121,14 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 		if brc, ok := pctx.ginCtx.Request.Body.(dataext.BufferedReadCloser); ok {
 			v, err := brc.BufferedAll()
 			if err != nil {
-				return nil, nil, langext.Ptr(Error(err))
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "BODY", err))
 			}
 			*pctx.rawbody = v
 		} else {
 			buf := &bytes.Buffer{}
 			_, err := io.Copy(buf, pctx.ginCtx.Request.Body)
 			if err != nil {
-				return nil, nil, langext.Ptr(Error(err))
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "BODY", err))
 			}
 			*pctx.rawbody = buf.Bytes()
 		}
@@ -133,7 +141,7 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 					WithType(exerr.TypeBindFailFormData).
 					Str("struct_type", fmt.Sprintf("%T", pctx.form)).
 					Build()
-				return nil, nil, langext.Ptr(Error(err))
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "FORM", err))
 			}
 		} else if pctx.ginCtx.ContentType() == "application/x-www-form-urlencoded" {
 			if err := pctx.ginCtx.ShouldBindWith(pctx.form, binding.Form); err != nil {
@@ -141,13 +149,15 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 					WithType(exerr.TypeBindFailFormData).
 					Str("struct_type", fmt.Sprintf("%T", pctx.form)).
 					Build()
-				return nil, nil, langext.Ptr(Error(err))
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "FORM", err))
 			}
 		} else {
-			err := exerr.New(exerr.TypeBindFailFormData, "missing form body").
+			if !pctx.ignoreWrongContentType {
-				Str("struct_type", fmt.Sprintf("%T", pctx.form)).
+				err := exerr.New(exerr.TypeBindFailFormData, "missing form body").
-				Build()
+					Str("struct_type", fmt.Sprintf("%T", pctx.form)).
-			return nil, nil, langext.Ptr(Error(err))
+					Build()
+				return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "FORM", err))
+			}
 		}
 	}
 
@@ -157,7 +167,7 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 				WithType(exerr.TypeBindFailHeader).
 				Str("struct_type", fmt.Sprintf("%T", pctx.query)).
 				Build()
-			return nil, nil, langext.Ptr(Error(err))
+			return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "HEADER", err))
 		}
 	}
 
@@ -169,7 +179,7 @@ func (pctx PreContext) Start() (*AppContext, *gin.Context, *HTTPResponse) {
 		err := pctx.persistantData.sessionObj.Init(pctx.ginCtx, actx)
 		if err != nil {
 			actx.Cancel()
-			return nil, nil, langext.Ptr(Error(exerr.Wrap(err, "Failed to init session").Build()))
+			return nil, nil, langext.Ptr(pctx.wrapper.buildRequestBindError(pctx.ginCtx, "INIT", err))
 		}
 	}
 

ginext/response.go

@@ -36,6 +36,12 @@ type InspectableHTTPResponse interface {
 	Headers() []string
 }
 
+type HTTPErrorResponse interface {
+	HTTPResponse
+
+	Error() error
+}
+
 func NotImplemented() HTTPResponse {
 	return Error(exerr.New(exerr.TypeNotImplemented, "").Build())
 }

ginext/responseJsonAPI.go

@@ -13,6 +13,10 @@ type jsonAPIErrResponse struct {
 	cookies []cookieval
 }
 
+func (j jsonAPIErrResponse) Error() error {
+	return j.err
+}
+
 func (j jsonAPIErrResponse) Write(g *gin.Context) {
 	for _, v := range j.headers {
 		g.Header(v.Key, v.Val)

go.mod

@@ -9,9 +9,9 @@ require (
 	github.com/rs/xid v1.5.0
 	github.com/rs/zerolog v1.33.0
 	go.mongodb.org/mongo-driver v1.16.0
-	golang.org/x/crypto v0.24.0
+	golang.org/x/crypto v0.25.0
-	golang.org/x/sys v0.21.0
+	golang.org/x/sys v0.22.0
-	golang.org/x/term v0.21.0
+	golang.org/x/term v0.22.0
 )
 
 require (
@@ -55,7 +55,7 @@ require (
 	github.com/youmark/pkcs8 v0.0.0-20240424034433-3c2c7870ae76 // indirect
 	golang.org/x/arch v0.8.0 // indirect
 	golang.org/x/image v0.18.0 // indirect
-	golang.org/x/net v0.26.0 // indirect
+	golang.org/x/net v0.27.0 // indirect
 	golang.org/x/text v0.16.0 // indirect
 	google.golang.org/protobuf v1.34.2 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect

go.sum

@@ -249,6 +249,8 @@ golang.org/x/crypto v0.23.0 h1:dIJU/v2J8Mdglj/8rJ6UUOM3Zc9zLZxVZwwxMooUSAI=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
 golang.org/x/crypto v0.24.0 h1:mnl8DM0o513X8fdIkmyFE/5hTYxbwYOjDS/+rK6qpRI=
 golang.org/x/crypto v0.24.0/go.mod h1:Z1PMYSOR5nyMcyAVAIQSKCDwalqy85Aqn1x3Ws4L5DM=
+golang.org/x/crypto v0.25.0 h1:ypSNr+bnYL2YhwoMt2zPxHFmbAN1KZs/njMG3hxUp30=
+golang.org/x/crypto v0.25.0/go.mod h1:T+wALwcMOSE0kXgUAnPAHqTLW+XHgcELELW8VaDgm/M=
 golang.org/x/image v0.0.0-20190910094157-69e4b8554b2a/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
 golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8 h1:hVwzHzIUGRjiF7EcUjqNxk3NCfkPxbDKRdnNE1Rpg0U=
 golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
@@ -278,6 +280,8 @@ golang.org/x/net v0.25.0 h1:d/OCCoBEUq33pjydKrGQhw7IlUPI2Oylr+8qLx49kac=
 golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/net v0.26.0 h1:soB7SVo0PWrY4vPW/+ay0jKDNScG2X9wFeYlXIvJsOQ=
 golang.org/x/net v0.26.0/go.mod h1:5YKkiSynbBIh3p6iOc/vibscux0x38BZDkn8sCUPxHE=
+golang.org/x/net v0.27.0 h1:5K3Njcw06/l2y9vpGCSdcxWOYHOUk3dVNGDXN+FvAys=
+golang.org/x/net v0.27.0/go.mod h1:dDi0PyhWNoiUOrAS8uXv/vnScO4wnHQO4mj9fn/RytE=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ=
@@ -307,6 +311,8 @@ golang.org/x/sys v0.20.0 h1:Od9JTbYCk261bKm4M/mw7AklTlFYIa0bIp9BgSm1S8Y=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.21.0 h1:rF+pYz3DAGSQAxAu1CbC7catZg4ebC4UIeIhKxBZvws=
 golang.org/x/sys v0.21.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.22.0 h1:RI27ohtqKCnwULzJLqkv897zojh5/DwS/ENaMzUOaWI=
+golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.16.0 h1:m+B6fahuftsE9qjo0VWp2FW0mB3MTJvR0BaMQrq0pmE=
@@ -321,6 +327,8 @@ golang.org/x/term v0.20.0 h1:VnkxpohqXaOBYJtBmEppKUG6mXpi+4O6purfc2+sMhw=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
 golang.org/x/term v0.21.0 h1:WVXCp+/EBEHOj53Rvu+7KiT/iElMrO8ACK16SMZ3jaA=
 golang.org/x/term v0.21.0/go.mod h1:ooXLefLobQVslOqselCNF4SxFAaoS6KujMbsGzSDmX0=
+golang.org/x/term v0.22.0 h1:BbsgPEJULsl2fV/AT3v15Mjva5yXKQDyKf+TbDz7QJk=
+golang.org/x/term v0.22.0/go.mod h1:F3qCibpT5AMpCRfhfT53vVJwhLtIVHhB9XDjfFvnMI4=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=

goextVersion.go

@@ -1,5 +1,5 @@
 package goext
 
-const GoextVersion = "0.0.481"
+const GoextVersion = "0.0.489"
 
-const GoextVersionTimestamp = "2024-07-04T16:24:49+0200"
+const GoextVersionTimestamp = "2024-07-23T14:21:03+0200"

mathext/statistics.go

@@ -1,6 +1,9 @@
 package mathext
 
-import "gogs.mikescher.com/BlackForestBytes/goext/langext"
+import (
+	"gogs.mikescher.com/BlackForestBytes/goext/exerr"
+	"gogs.mikescher.com/BlackForestBytes/goext/langext"
+)
 
 func Sum[T langext.NumberConstraint](v []T) T {
 	total := T(0)
@@ -41,3 +44,53 @@ func ArrMax[T langext.OrderedConstraint](v []T) T {
 	}
 	return r
 }
+
+func MustPercentile[T langext.NumberConstraint](rawdata []T, percentile float64) T {
+	v, err := Percentile(rawdata, percentile)
+	if err != nil {
+		panic(err)
+	}
+	return v
+}
+
+func Percentile[T langext.NumberConstraint](rawdata []T, percentile float64) (T, error) {
+	v, err := FloatPercentile(rawdata, percentile)
+	if err != nil {
+		return T(0), err
+	}
+	return T(v), nil
+
+}
+
+func FloatPercentile[T langext.NumberConstraint](rawdata []T, percentile float64) (float64, error) {
+	if len(rawdata) == 0 {
+		return 0, exerr.New(exerr.TypeAssert, "no data to calculate percentile").Any("percentile", percentile).Build()
+	}
+
+	if percentile < 0 || percentile > 100 {
+		return 0, exerr.New(exerr.TypeAssert, "percentile out of range").Any("percentile", percentile).Build()
+	}
+
+	data := langext.ArrCopy(rawdata)
+	langext.Sort(data)
+
+	idxFloat := float64(len(data)-1) * (percentile / float64(100))
+
+	idxInt := int(idxFloat)
+
+	// exact match on index
+	if idxFloat == float64(idxInt) {
+		return float64(data[idxInt]), nil
+	}
+
+	// linear interpolation
+	v1 := data[idxInt]
+	v2 := data[idxInt+1]
+
+	weight := idxFloat - float64(idxInt)
+
+	valFloat := (float64(v1) * (1 - weight)) + (float64(v2) * weight)
+
+	return valFloat, nil
+
+}

mathext/statistics_test.go

@@ -0,0 +1,238 @@
+package mathext
+
+import (
+	"math"
+	"testing"
+)
+
+func TestSumIntsHappyPath(t *testing.T) {
+	values := []int{1, 2, 3, 4, 5}
+	expected := 15
+	result := Sum(values)
+	if result != expected {
+		t.Errorf("Sum of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestSumFloatsHappyPath(t *testing.T) {
+	values := []float64{1.1, 2.2, 3.3}
+	expected := 6.6
+	result := Sum(values)
+	if result != expected {
+		t.Errorf("Sum of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestMeanOfInts(t *testing.T) {
+	values := []float64{1, 2, 3, 4, 5}
+	expected := 3.0
+	result := Mean(values)
+	if result != expected {
+		t.Errorf("Mean of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestMedianOddNumberOfElements(t *testing.T) {
+	values := []float64{1, 2, 3, 4, 5}
+	expected := 3.0
+	result := Median(values)
+	if result != expected {
+		t.Errorf("Median of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestMedianEvenNumberOfElements(t *testing.T) {
+	values := []float64{1, 2, 3, 4, 5, 6}
+	expected := 3.5
+	result := Median(values)
+	if result != expected {
+		t.Errorf("Median of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestArrMinInts(t *testing.T) {
+	values := []int{5, 3, 9, 1, 4}
+	expected := 1
+	result := ArrMin(values)
+	if result != expected {
+		t.Errorf("ArrMin of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestArrMaxInts(t *testing.T) {
+	values := []int{5, 3, 9, 1, 4}
+	expected := 9
+	result := ArrMax(values)
+	if result != expected {
+		t.Errorf("ArrMax of %v; expected %v, got %v", values, expected, result)
+	}
+}
+
+func TestPercentileValidInput(t *testing.T) {
+	values := []int{1, 2, 3, 4, 5}
+	percentile := 50.0
+	expected := 3
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileOutOfRange(t *testing.T) {
+	values := []int{1, 2, 3, 4, 5}
+	percentile := 150.0
+	_, err := Percentile(values, percentile)
+	if err == nil {
+		t.Errorf("Expected error for percentile %v out of range, got nil", percentile)
+	}
+}
+
+func TestPercentileValueInArray(t *testing.T) {
+	values := []int{1, 3, 5, 7, 9}
+	percentile := 40.0
+	expected := 4
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestFloatPercentileValueInArray(t *testing.T) {
+	values := []int{1, 3, 5, 7, 9}
+	percentile := 40.0
+	expected := 4.2
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileInterpolation(t *testing.T) {
+	values := []float64{1.0, 2.0, 3.0, 4.0, 5.0}
+	percentile := 25.0
+	expected := 2.0
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileSingleValue(t *testing.T) {
+	values := []int{10}
+	percentile := 50.0
+	expected := 10
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileExactlyBetweenTwoValues(t *testing.T) {
+	values := []float64{1, 2, 3, 4, 5}
+	percentile := 62.5 // Exactly between 3 and 4
+	expected := 3.5
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileTwoThirdsBetweenTwoValues(t *testing.T) {
+	values := []float64{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
+	percentile := 66.666666666666
+	expected := 6.666666666666667 // Since 2/3 of the way between 6 and 7 is 6.666...
+	result, err := Percentile(values, percentile)
+	if err != nil || math.Abs(result-expected) > 1e-9 {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileBetweenTwoValues1(t *testing.T) {
+	values := []float64{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
+	percentile := 11.0
+	expected := 1.1
+	result, err := Percentile(values, percentile)
+	if err != nil || math.Abs(result-expected) > 1e-9 {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileBetweenTwoValues2(t *testing.T) {
+	values := []float64{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
+	percentile := 9.0
+	expected := 0.9
+	result, err := Percentile(values, percentile)
+	if err != nil || math.Abs(result-expected) > 1e-9 {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileUnsortedInput(t *testing.T) {
+	values := []float64{5, 1, 4, 2, 3} // Unsorted input
+	percentile := 50.0
+	expected := 3.0
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileUnsortedInputLowPercentile(t *testing.T) {
+	values := []float64{10, 6, 7, 3, 2, 9, 8, 1, 4, 5} // Unsorted input
+	percentile := 10.0
+	expected := 1.9 // Expecting interpolation between 1 and 2
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestPercentileUnsortedInputHighPercentile(t *testing.T) {
+	values := []float64{10, 6, 7, 3, 2, 9, 8, 1, 4, 5} // Unsorted input
+	percentile := 90.0
+	expected := 9.1 // Expecting interpolation between 9 and 10
+	result, err := Percentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("Percentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestFloatPercentileExactValueFromInput(t *testing.T) {
+	values := []float64{1.5, 2.5, 3.5, 4.5, 5.5}
+	percentile := 50.0 // Exact value from input array should be 3.5
+	expected := 3.5
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("FloatPercentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestFloatPercentileInterpolatedValue(t *testing.T) {
+	values := []float64{1.0, 2.0, 3.0, 4.0, 5.0}
+	percentile := 87.5 // Interpolated value between 4.0 and 5.0
+	expected := 4.5
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("FloatPercentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestFloatPercentileUnsortedInputExactValue(t *testing.T) {
+	values := []float64{5.5, 1.5, 4.5, 2.5, 3.5} // Unsorted input
+	percentile := 50.0
+	expected := 3.5
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || result != expected {
+		t.Errorf("FloatPercentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}
+
+func TestFloatPercentileUnsortedInputInterpolatedValue(t *testing.T) {
+	values := []float64{10.5, 6.5, 7.5, 3.5, 2.5, 9.5, 8.5, 1.5, 4.5, 5.5}
+	percentile := 80.0 // Interpolated value between 4.0 and 5.0
+	expected := 8.7
+	result, err := FloatPercentile(values, percentile)
+	if err != nil || math.Abs(result-expected) > 1e-9 {
+		t.Errorf("FloatPercentile %v of %v; expected %v, got %v, err: %v", percentile, values, expected, result, err)
+	}
+}

wpdf/wpdfImage.go

@@ -7,6 +7,7 @@ import (
 	"gogs.mikescher.com/BlackForestBytes/goext/langext"
 	"image"
 	"image/color"
+	"image/draw"
 	"net/http"
 )
 
@@ -284,6 +285,13 @@ func (b *WPDFBuilder) Image(img *PDFImageRef, opts ...*PDFImageOpt) {
 			}
 		}
 
+		if dataimg.ColorModel() != color.RGBAModel && dataimg.ColorModel() != color.NRGBAModel {
+			// the image cannto be 16bpp or similar - otherwise fpdf errors out
+			dataImgRGBA := image.NewNRGBA(image.Rect(0, 0, dataimg.Bounds().Dx(), dataimg.Bounds().Dy()))
+			draw.Draw(dataImgRGBA, dataImgRGBA.Bounds(), dataimg, dataimg.Bounds().Min, draw.Src)
+			dataimg = dataImgRGBA
+		}
+
 		bfr, imgMime, err := imageext.EncodeImage(dataimg, compression)
 		if err != nil {
 			b.b.SetError(err)