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How to use GT method of types Package

Best Ginkgo code snippet using types.GT

generator.go

Source:generator.go

1package main2import (3	"bytes"4	"encoding/json"5	"fmt"6	"go/format"7	"io/ioutil"8	"log"9	"os"10	"path/filepath"11	"regexp"12	"sort"13	"strings"14	"unicode"15	"gopkg.in/alecthomas/kingpin.v2"16	"github.com/gedex/inflector"17	"github.com/idubinskiy/schematyper/stringset"18)19//go:generate schematyper --root-type=metaSchema --prefix=meta metaschema.json20var (21	outToStdout     = kingpin.Flag("console", "output to console instead of file").Default("false").Short('c').Bool()22	outputFile      = kingpin.Flag("out-file", "filename for output; default is <schema>_schematype.go").Short('o').String()23	packageName     = kingpin.Flag("package", `package name for generated file; default is "main"`).Default("main").String()24	rootTypeName    = kingpin.Flag("root-type", `name of root type; default is generated from the filename`).String()25	typeNamesPrefix = kingpin.Flag("prefix", `prefix for non-root types`).String()26	ptrForOmit      = kingpin.Flag("ptr-for-omit", "use a pointer to a struct for an object property that is represented as a struct if the property is not required (i.e., has omitempty tag)").Default("false").Bool()27	inputFile       = kingpin.Arg("input", "file containing a valid JSON schema").Required().ExistingFile()28)29type structField struct {30	Name         string31	TypeRef      string32	TypePrefix   string33	Nullable     bool34	PropertyName string35	Required     bool36	Embedded     bool37	PtrForOmit   bool38}39type structFields []structField40func (s structFields) Len() int {41	return len(s)42}43func (s structFields) Less(i, j int) bool {44	return s[i].Name < s[j].Name45}46func (s structFields) Swap(i, j int) {47	s[i], s[j] = s[j], s[i]48}49type goType struct {50	Name       string51	TypeRef    string52	TypePrefix string53	Nullable   bool54	Fields     structFields55	Comment    string56	parentPath     string57	origTypeName   string58	ambiguityDepth int59}60func (gt goType) print(buf *bytes.Buffer) {61	if gt.Comment != "" {62		commentLines := strings.Split(gt.Comment, "\n")63		for _, line := range commentLines {64			buf.WriteString(fmt.Sprintf("// %s\n", line))65		}66	}67	typeStr := gt.TypePrefix68	baseType, ok := types[gt.TypeRef]69	if ok {70		typeStr += baseType.Name71	}72	buf.WriteString(fmt.Sprintf("type %s %s", gt.Name, typeStr))73	if typeStr != typeStruct {74		buf.WriteString("\n")75		return76	}77	buf.WriteString(" {\n")78	sort.Stable(gt.Fields)79	for _, sf := range gt.Fields {80		sfTypeStr := sf.TypePrefix81		sfBaseType, ok := types[sf.TypeRef]82		if ok {83			sfTypeStr += sfBaseType.Name84		}85		if sf.Nullable && sfTypeStr != typeEmptyInterface {86			sfTypeStr = "*" + sfTypeStr87		}88		var tagString string89		if !sf.Embedded {90			tagString = "`json:\"" + sf.PropertyName91			if !sf.Required {92				if *ptrForOmit && sf.PtrForOmit && !sf.Nullable {93					sfTypeStr = "*" + sfTypeStr94				}95				tagString += ",omitempty"96			}97			tagString += "\"`"98		}99		buf.WriteString(fmt.Sprintf("%s %s %s\n", sf.Name, sfTypeStr, tagString))100	}101	buf.WriteString("}\n")102}103type goTypes []goType104func (t goTypes) Len() int {105	return len(t)106}107func (t goTypes) Less(i, j int) bool {108	return t[i].Name < t[j].Name109}110func (t goTypes) Swap(i, j int) {111	t[i], t[j] = t[j], t[i]112}113var needTimeImport bool114const (115	typeString              = "string"116	typeInteger             = "integer"117	typeInt                 = "int"118	typeNumber              = "number"119	typeFloat64             = "float64"120	typeBoolean             = "boolean"121	typeBool                = "bool"122	typeNull                = "null"123	typeNil                 = "nil"124	typeObject              = "object"125	typeArray               = "array"126	typeEmptyInterface      = "interface{}"127	typeEmptyInterfaceSlice = "[]interface{}"128	typeTime                = "time.Time"129	typeStruct              = "struct"130)131var typeStrings = map[string]string{132	typeString:  typeString,133	typeInteger: typeInt,134	typeNumber:  typeFloat64,135	typeBoolean: typeBool,136	typeNull:    typeNil,137	typeObject:  typeObject,138	typeArray:   typeArray,139}140func getTypeString(jsonType, format string) string {141	if format == "date-time" {142		needTimeImport = true143		return typeTime144	}145	if ts, ok := typeStrings[jsonType]; ok {146		return ts147	}148	return typeEmptyInterface149}150// copied from golint (https://github.com/golang/lint/blob/4946cea8b6efd778dc31dc2dbeb919535e1b7529/lint.go#L701)151var commonInitialisms = stringset.New(152	"API",153	"ASCII",154	"CPU",155	"CSS",156	"DNS",157	"EOF",158	"GUID",159	"HTML",160	"HTTP",161	"HTTPS",162	"ID",163	"IP",164	"JSON",165	"LHS",166	"QPS",167	"RAM",168	"RHS",169	"RPC",170	"SLA",171	"SMTP",172	"SQL",173	"SSH",174	"TCP",175	"TLS",176	"TTL",177	"UDP",178	"UI",179	"UID",180	"UUID",181	"URI",182	"URL",183	"UTF8",184	"VM",185	"XML",186	"XSRF",187	"XSS",188)189func dashedToWords(s string) string {190	return regexp.MustCompile("-|_").ReplaceAllString(s, " ")191}192func camelCaseToWords(s string) string {193	return regexp.MustCompile(`([\p{Ll}\p{N}])(\p{Lu})`).ReplaceAllString(s, "$1 $2")194}195func getExportedIdentifierPart(part string) string {196	upperedPart := strings.ToUpper(part)197	if commonInitialisms.Has(upperedPart) {198		return upperedPart199	}200	return strings.Title(strings.ToLower(part))201}202func generateIdentifier(origName string, exported bool) string {203	spacedName := camelCaseToWords(dashedToWords(origName))204	titledName := strings.Title(spacedName)205	nameParts := strings.Split(titledName, " ")206	for i, part := range nameParts {207		nameParts[i] = getExportedIdentifierPart(part)208	}209	if !exported {210		nameParts[0] = strings.ToLower(nameParts[0])211	}212	rawName := strings.Join(nameParts, "")213	// make sure we build a valid identifier214	buf := &bytes.Buffer{}215	for pos, char := range rawName {216		if unicode.IsLetter(char) || char == '_' || (unicode.IsDigit(char) && pos > 0) {217			buf.WriteRune(char)218		}219	}220	return buf.String()221}222func generateTypeName(origName string) string {223	if *packageName != "main" || *typeNamesPrefix != "" {224		return *typeNamesPrefix + generateIdentifier(origName, true)225	}226	return generateIdentifier(origName, false)227}228func generateFieldName(origName string) string {229	return generateIdentifier(origName, true)230}231func getTypeSchema(typeInterface interface{}) *metaSchema {232	typeSchemaJSON, _ := json.Marshal(typeInterface)233	var typeSchema metaSchema234	json.Unmarshal(typeSchemaJSON, &typeSchema)235	return &typeSchema236}237func getTypeSchemas(typeInterface interface{}) map[string]*metaSchema {238	typeSchemasJSON, _ := json.Marshal(typeInterface)239	var typeSchemas map[string]*metaSchema240	json.Unmarshal(typeSchemasJSON, &typeSchemas)241	return typeSchemas242}243func singularize(plural string) string {244	singular := inflector.Singularize(plural)245	if singular == plural {246		singular += "Item"247	}248	return singular249}250func parseAdditionalProperties(ap interface{}) (hasAddl bool, addlSchema *metaSchema) {251	switch ap := ap.(type) {252	case bool:253		return ap, nil254	case map[string]interface{}:255		return true, getTypeSchema(ap)256	default:257		return258	}259}260type deferredType struct {261	schema     *metaSchema262	name       string263	desc       string264	parentPath string265}266type stringSetMap map[string]stringset.StringSet267func (m stringSetMap) addTo(set, val string) {268	if m[set] == nil {269		m[set] = stringset.New()270	}271	m[set].Add(val)272}273func (m stringSetMap) removeFrom(set, val string) {274	if m[set] == nil {275		return276	}277	m[set].Remove(val)278}279func (m stringSetMap) existsIn(set, val string) bool {280	if m[set] == nil {281		return false282	}283	return m[set].Has(val)284}285func (m stringSetMap) delete(set string) {286	delete(m, set)287}288func (m stringSetMap) has(set string) bool {289	_, ok := m[set]290	return ok291}292var types = make(map[string]goType)293var deferredTypes = make(map[string]deferredType)294var typesByName = make(stringSetMap)295var transitiveRefs = make(map[string]string)296func processType(s *metaSchema, pName, pDesc, path, parentPath string) (typeRef string) {297	if len(s.Definitions) > 0 {298		parseDefs(s, path)299	}300	var gt goType301	// avoid 'recursive type' problem, at least for the root type302	if path == "#" {303		gt.Nullable = true304	}305	if s.Ref != "" {306		ref, ok := transitiveRefs[s.Ref]307		if !ok {308			ref = s.Ref309		}310		if _, ok := types[ref]; ok {311			transitiveRefs[path] = ref312			return ref313		}314		deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}315		return ""316	}317	gt.parentPath = parentPath318	if path == "#" {319		gt.origTypeName = *rootTypeName320		gt.Name = *rootTypeName321	} else {322		gt.origTypeName = s.Title323		if gt.origTypeName == "" {324			gt.origTypeName = pName325		}326		if gt.Name = generateTypeName(gt.origTypeName); gt.Name == "" {327			log.Fatalln("Can't generate type without name.")328		}329	}330	typeRef = path331	gt.Comment = s.Description332	if gt.Comment == "" {333		gt.Comment = pDesc334	}335	required := stringset.New()336	for _, req := range s.Required {337		required.Add(string(req))338	}339	defer func() {340		types[path] = gt341		typesByName.addTo(gt.Name, path)342	}()343	var jsonType string344	switch schemaType := s.Type.(type) {345	case []interface{}:346		if len(schemaType) == 2 && (schemaType[0] == typeNull || schemaType[1] == typeNull) {347			gt.Nullable = true348			jsonType = schemaType[0].(string)349			if jsonType == typeNull {350				jsonType = schemaType[1].(string)351			}352		}353	case string:354		jsonType = schemaType355	}356	hasAllOf := len(s.AllOf) > 0357	if jsonType == "" && hasAllOf {358		for index, allOfSchema := range s.AllOf {359			childPath := fmt.Sprintf("%s/allOf/%d", path, index)360			gotType := processType(&allOfSchema, fmt.Sprintf("%sEmbedded%d", pName, index), allOfSchema.Description, childPath, path)361			if gotType == "" {362				deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}363				return ""364			}365			childType := types[gotType]366			// if any chid is an object, the parent is an object367			if childType.TypePrefix == "struct" {368				jsonType = "object"369			}370			// if any child is nullable, the parent is nullable371			if childType.Nullable {372				gt.Nullable = true373			}374		}375	}376	props := getTypeSchemas(s.Properties)377	hasProps := len(props) > 0378	hasAddlProps, addlPropsSchema := parseAdditionalProperties(s.AdditionalProperties)379	ts := getTypeString(jsonType, s.Format)380	switch ts {381	case typeObject:382		if gt.Name == "Properties" {383			panic(fmt.Errorf("props: %+v\naddlPropsSchema: %+v\n", props, addlPropsSchema))384		}385		if (hasProps || hasAllOf) && !hasAddlProps {386			gt.TypePrefix = typeStruct387		} else if !hasProps && !hasAllOf && hasAddlProps && addlPropsSchema != nil {388			singularName := singularize(gt.origTypeName)389			gotType := processType(addlPropsSchema, singularName, s.Description, path+"/additionalProperties", path)390			if gotType == "" {391				deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}392				return ""393			}394			gt.TypePrefix = "map[string]"395			gt.TypeRef = gotType396		} else {397			gt.TypePrefix = "map[string]interface{}"398		}399	case typeArray:400		switch arrayItemType := s.Items.(type) {401		case []interface{}:402			if len(arrayItemType) == 1 {403				singularName := singularize(gt.origTypeName)404				typeSchema := getTypeSchema(arrayItemType[0])405				gotType := processType(typeSchema, singularName, s.Description, path+"/items/0", path)406				if gotType == "" {407					deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}408					return ""409				}410				gt.TypePrefix = "[]"411				gt.TypeRef = gotType412			} else {413				gt.TypePrefix = typeEmptyInterfaceSlice414			}415		case interface{}:416			singularName := singularize(gt.origTypeName)417			typeSchema := getTypeSchema(arrayItemType)418			gotType := processType(typeSchema, singularName, s.Description, path+"/items", path)419			if gotType == "" {420				deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}421				return ""422			}423			gt.TypePrefix = "[]"424			gt.TypeRef = gotType425		default:426			gt.TypePrefix = typeEmptyInterfaceSlice427		}428	default:429		gt.TypePrefix = ts430	}431	for propName, propSchema := range props {432		sf := structField{433			PropertyName: propName,434			Required:     required.Has(propName),435		}436		var fieldName string437		if propSchema.Title != "" {438			fieldName = propSchema.Title439		} else {440			fieldName = propName441		}442		if sf.Name = generateFieldName(fieldName); sf.Name == "" {443			log.Fatalln("Can't generate field without name.")444		}445		if propSchema.Ref != "" {446			if refType, ok := types[propSchema.Ref]; ok {447				sf.TypeRef, sf.Nullable = propSchema.Ref, refType.Nullable448				if refType.TypePrefix == typeStruct {449					sf.PtrForOmit = true450				}451				gt.Fields = append(gt.Fields, sf)452				continue453			}454			deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}455			return ""456		}457		switch propType := propSchema.Type.(type) {458		case []interface{}:459			if len(propType) == 2 && (propType[0] == typeNull || propType[1] == typeNull) {460				sf.Nullable = true461				jsonType := propType[0]462				if jsonType == typeNull {463					jsonType = propType[1]464				}465				sf.TypePrefix = getTypeString(jsonType.(string), propSchema.Format)466			}467		case string:468			sf.TypePrefix = getTypeString(propType, propSchema.Format)469		case nil:470			sf.TypePrefix = typeEmptyInterface471		}472		refPath := path + "/properties/" + propName473		props := getTypeSchemas(propSchema.Properties)474		hasProps := len(props) > 0475		hasAddlProps, addlPropsSchema := parseAdditionalProperties(propSchema.AdditionalProperties)476		if sf.TypePrefix == typeObject {477			if hasProps && !hasAddlProps {478				gotType := processType(propSchema, sf.Name, propSchema.Description, refPath, path)479				if gotType == "" {480					deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}481					return ""482				}483				sf.TypePrefix = ""484				sf.TypeRef = gotType485				sf.PtrForOmit = true486			} else if !hasProps && hasAddlProps && addlPropsSchema != nil {487				singularName := singularize(propName)488				gotType := processType(addlPropsSchema, singularName, propSchema.Description, refPath+"/additionalProperties", path)489				if gotType == "" {490					deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}491					return ""492				}493				sf.TypePrefix = "map[string]"494				sf.TypeRef = gotType495			} else {496				sf.TypePrefix = "map[string]interface{}"497			}498		} else if sf.TypePrefix == typeArray {499			switch arrayItemType := propSchema.Items.(type) {500			case []interface{}:501				if len(arrayItemType) == 1 {502					singularName := singularize(propName)503					typeSchema := getTypeSchema(arrayItemType[0])504					gotType := processType(typeSchema, singularName, propSchema.Description, refPath+"/items/0", path)505					if gotType == "" {506						deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}507						return ""508					}509					sf.TypePrefix = "[]"510					sf.TypeRef = gotType511				} else {512					sf.TypePrefix = typeEmptyInterfaceSlice513				}514			case interface{}:515				singularName := singularize(propName)516				typeSchema := getTypeSchema(arrayItemType)517				gotType := processType(typeSchema, singularName, propSchema.Description, refPath+"/items", path)518				if gotType == "" {519					deferredTypes[path] = deferredType{schema: s, name: pName, desc: pDesc, parentPath: parentPath}520					return ""521				}522				sf.TypePrefix = "[]"523				sf.TypeRef = gotType524			default:525				sf.TypePrefix = typeEmptyInterfaceSlice526			}527		}528		gt.Fields = append(gt.Fields, sf)529	}530	for index := range s.AllOf {531		sf := structField{532			Embedded: true,533		}534		childPath := fmt.Sprintf("%s/allOf/%d", path, index)535		if _, ok := transitiveRefs[childPath]; ok {536			childPath = transitiveRefs[childPath]537		}538		sf.TypeRef = childPath539		gt.Fields = append(gt.Fields, sf)540	}541	return542}543func processDeferred() {544	for len(deferredTypes) > 0 {545		startDeferredPaths, _ := stringset.FromMapKeys(deferredTypes)546		for _, path := range startDeferredPaths.Sorted() {547			deferred := deferredTypes[path]548			name := processType(deferred.schema, deferred.name, deferred.desc, path, deferred.parentPath)549			if name != "" {550				delete(deferredTypes, path)551			}552		}553		// if the list is the same as before, we're stuck554		endDeferredPaths, _ := stringset.FromMapKeys(deferredTypes)555		if endDeferredPaths.Equals(startDeferredPaths) {556			log.Fatalln("Can't resolve:", startDeferredPaths)557		}558	}559}560func dedupeTypes() {561	for len(typesByName) > 0 {562		// clear all singles first; otherwise some types will not be disambiguated563		for name, dupes := range typesByName {564			if len(dupes) == 1 {565				typesByName.delete(name)566			}567		}568		newTypesByName := make(stringSetMap)569		typeNames, _ := stringset.FromMapKeys(typesByName)570		sortedTypeNames := typeNames.Sorted()571		for _, name := range sortedTypeNames {572			dupes := typesByName[name]573			// delete these dupes; will put back in as necessary in subsequent loop574			typesByName.delete(name)575		dupesLoop:576			for _, dupePath := range dupes.Sorted() {577				gt := types[dupePath]578				gt.ambiguityDepth++579				topChild := gt580				var parent goType581				for i := 0; i < gt.ambiguityDepth; i++ {582					parent = types[topChild.parentPath]583					// handle parents before children to avoid stuttering584					if typesByName.has(parent.Name) {585						// add back the child to be processed later586						newTypesByName.addTo(gt.Name, dupePath)587						gt.ambiguityDepth--588						continue dupesLoop589					}590					topChild = parent591				}592				if parent.origTypeName == "" {593					log.Fatalln("Can't disabiguate:", dupes)594				}595				gt.origTypeName = parent.origTypeName + "-" + gt.origTypeName596				gt.Name = generateTypeName(gt.origTypeName)597				types[dupePath] = gt598				// add with new name in case we still have dupes599				newTypesByName.addTo(gt.Name, dupePath)600			}601		}602		typesByName = newTypesByName603	}604}605func parseDefs(s *metaSchema, path string) {606	defs := getTypeSchemas(s.Definitions)607	for defName, defSchema := range defs {608		name := processType(defSchema, defName, defSchema.Description, path+"/definitions/"+defName, path)609		if name == "" {610			deferredTypes[path+"/definitions/"+defName] = deferredType{schema: defSchema, name: defName, desc: defSchema.Description, parentPath: path}611		}612	}613}614func main() {615	kingpin.Parse()616	file, err := ioutil.ReadFile(*inputFile)617	if err != nil {618		log.Fatalln("Error reading file:", err)619	}620	var s metaSchema621	if err = json.Unmarshal(file, &s); err != nil {622		log.Fatalln("Error parsing JSON:", err)623	}624	schemaName := strings.Split(filepath.Base(*inputFile), ".")[0]625	if *rootTypeName == "" {626		exported := *packageName != "main"627		*rootTypeName = generateIdentifier(schemaName, exported)628	}629	processType(&s, *rootTypeName, s.Description, "#", "")630	processDeferred()631	dedupeTypes()632	var resultSrc bytes.Buffer633	resultSrc.WriteString(fmt.Sprintln("package", *packageName))634	resultSrc.WriteString(fmt.Sprintf("\n// generated by \"%s\" -- DO NOT EDIT\n", strings.Join(os.Args, " ")))635	resultSrc.WriteString("\n")636	if needTimeImport {637		resultSrc.WriteString("import \"time\"\n")638	}639	typesSlice := make(goTypes, 0, len(types))640	for _, gt := range types {641		typesSlice = append(typesSlice, gt)642	}643	sort.Stable(typesSlice)644	for _, gt := range typesSlice {645		gt.print(&resultSrc)646		resultSrc.WriteString("\n")647	}648	formattedSrc, err := format.Source(resultSrc.Bytes())649	if err != nil {650		fmt.Println(resultSrc.String())651		log.Fatalln("Error running gofmt:", err)652	}653	if *outToStdout {654		fmt.Print(string(formattedSrc))655	} else {656		outputFileName := *outputFile657		if outputFileName == "" {658			compactSchemaName := strings.ToLower(*rootTypeName)659			outputFileName = fmt.Sprintf("%s_schematype.go", compactSchemaName)660		}661		err = ioutil.WriteFile(outputFileName, formattedSrc, 0644)662		if err != nil {663			log.Fatalf("Error writing to %s: %s\n", outputFileName, err)664		}665	}666}...

gt.go

Source:gt.go

1// Copyright 2022 Matrix Origin2//3// Licensed under the Apache License, Version 2.0 (the "License");4// you may not use this file except in compliance with the License.5// You may obtain a copy of the License at6//7//      http://www.apache.org/licenses/LICENSE-2.08//9// Unless required by applicable law or agreed to in writing, software10// distributed under the License is distributed on an "AS IS" BASIS,11// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.12// See the License for the specific language governing permissions and13// limitations under the License.14package operator15import (16	"errors"17	"github.com/matrixorigin/matrixone/pkg/container/nulls"18	"github.com/matrixorigin/matrixone/pkg/container/types"19	"github.com/matrixorigin/matrixone/pkg/container/vector"20	"github.com/matrixorigin/matrixone/pkg/vectorize/gt"21	"github.com/matrixorigin/matrixone/pkg/vectorize/lt"22	"github.com/matrixorigin/matrixone/pkg/vm/process"23)24func great[T OrderedValue](d1, d2 interface{}, aScale, bScale int32) bool {25	l, v := d1.(T), d2.(T)26	return l > v27}28func great_B(d1, d2 interface{}, aScale, bScale int32) bool {29	l, v := d1.(bool), d2.(bool)30	return l && !v31}32func great_D(d1, d2 interface{}, aScale, bScale int32) bool {33	l, v := d1.(types.Decimal128), d2.(types.Decimal128)34	return types.CompareDecimal128Decimal128(l, v, aScale, bScale) > 035}36type GtOpFunc = func(d1, d2 interface{}, aScale, bScale int32) bool37var GtOpFuncMap = map[int]GtOpFunc{}38var GtOpFuncVec = []GtOpFunc{39	great[int8], great[int16], great[int32], great[int64], great[uint8], great[uint16], great[uint32],40	great[uint64], great[float32], great[float64], great[string], great_B, great[types.Date],41	great[types.Datetime], great[types.Decimal64], great_D,42}43func InitGtOpFuncMap() {44	for i := 0; i < len(GtOpFuncVec); i++ {45		GtOpFuncMap[i] = GtOpFuncVec[i]46	}47}48var StrGtOpFuncMap = map[int]StrCompOpFunc{}49var StrGtOpFuncVec = []StrCompOpFunc{50	greatCol_Col, greatCol_Const, greatConst_Col, greatConst_Const,51}52func greatCol_Col(d1, d2 *vector.Vector) ([]bool, error) {53	lvs, ok := d1.Col.(*types.Bytes)54	if !ok {55		return nil, errors.New("the left col type is not *types.Bytes")56	}57	rvs, ok := d2.Col.(*types.Bytes)58	if !ok {59		return nil, errors.New("the right col type is not *types.Bytes")60	}61	rs := make([]int64, len(lvs.Lengths))62	rs = gt.StrGt(lvs, rvs, rs)63	col := make([]bool, len(lvs.Lengths))64	rsi := 065	for i := 0; i < len(col); i++ {66		if rsi >= len(rs) {67			break68		}69		if int64(i) == rs[rsi] {70			col[i] = true71			rsi++72		}73		if nulls.Contains(d1.Nsp, uint64(i)) || nulls.Contains(d2.Nsp, uint64(i)) {74			col[i] = false75		}76	}77	return col, nil78}79func greatCol_Const(d1, d2 *vector.Vector) ([]bool, error) {80	lvs, ok := d1.Col.(*types.Bytes)81	if !ok {82		return nil, errors.New("the left col type is not *types.Bytes")83	}84	rvs, ok := d2.Col.(*types.Bytes)85	if !ok {86		return nil, errors.New("the right col type is not *types.Bytes")87	}88	rs := make([]int64, len(lvs.Lengths))89	rs = lt.StrLtScalar(rvs.Data, lvs, rs)90	col := make([]bool, len(lvs.Lengths))91	rsi := 092	for i := 0; i < len(col); i++ {93		if rsi >= len(rs) {94			break95		}96		if int64(i) == rs[rsi] {97			col[i] = true98			rsi++99		}100		if nulls.Contains(d1.Nsp, uint64(i)) {101			col[i] = false102		}103	}104	return col, nil105}106func greatConst_Col(d1, d2 *vector.Vector) ([]bool, error) {107	lvs, ok := d1.Col.(*types.Bytes)108	if !ok {109		return nil, errors.New("the left col type is not *types.Bytes")110	}111	rvs, ok := d2.Col.(*types.Bytes)112	if !ok {113		return nil, errors.New("the right col type is not *types.Bytes")114	}115	rs := make([]int64, len(rvs.Lengths))116	rs = gt.StrGtScalar(lvs.Data, rvs, rs)117	col := make([]bool, len(rvs.Lengths))118	rsi := 0119	for i := 0; i < len(col); i++ {120		if rsi >= len(rs) {121			break122		}123		if int64(i) == rs[rsi] {124			col[i] = true125			rsi++126		}127		if nulls.Contains(d2.Nsp, uint64(i)) {128			col[i] = false129		}130	}131	return col, nil132}133func greatConst_Const(d1, d2 *vector.Vector) ([]bool, error) {134	lvs, ok := d1.Col.(*types.Bytes)135	if !ok {136		return nil, errors.New("the left col type is not *types.Bytes")137	}138	rvs, ok := d2.Col.(*types.Bytes)139	if !ok {140		return nil, errors.New("the right col type is not *types.Bytes")141	}142	return []bool{string(lvs.Data) > string(rvs.Data)}, nil143}144func InitStrGtOpFuncMap() {145	for i := 0; i < len(StrGtOpFuncVec); i++ {146		StrGtOpFuncMap[i] = StrGtOpFuncVec[i]147	}148}149func ColGtCol[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {150	n := GetRetColLen[T](lv)151	vec, err := proc.AllocVector(proc.GetBoolTyp(lv.Typ), int64(n)*1)152	if err != nil {153		return nil, err154	}155	nulls.Or(lv.Nsp, rv.Nsp, vec.Nsp)156	col, err := GetRetCol[T](lv, rv, col_col, GtOpFuncMap, StrGtOpFuncMap)157	if err != nil {158		return nil, err159	}160	vector.SetCol(vec, col)161	return vec, nil162}163func ColGtConst[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {164	n := GetRetColLen[T](lv)165	vec, err := proc.AllocVector(proc.GetBoolTyp(lv.Typ), int64(n)*1)166	if err != nil {167		return nil, err168	}169	nulls.Or(lv.Nsp, rv.Nsp, vec.Nsp)170	col, err := GetRetCol[T](lv, rv, col_const, GtOpFuncMap, StrGtOpFuncMap)171	if err != nil {172		return nil, err173	}174	vector.SetCol(vec, col)175	return vec, nil176}177func ColGtNull[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {178	return proc.AllocScalarNullVector(proc.GetBoolTyp(lv.Typ)), nil179}180func ConstGtCol[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {181	n := GetRetColLen[T](rv)182	vec, err := proc.AllocVector(proc.GetBoolTyp(lv.Typ), int64(n)*1)183	if err != nil {184		return nil, err185	}186	nulls.Or(lv.Nsp, rv.Nsp, vec.Nsp)187	col, err := GetRetCol[T](lv, rv, const_col, GtOpFuncMap, StrGtOpFuncMap)188	if err != nil {189		return nil, err190	}191	vector.SetCol(vec, col)192	return vec, nil193}194func ConstGtConst[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {195	vec := proc.AllocScalarVector(proc.GetBoolTyp(lv.Typ))196	col, err := GetRetCol[T](lv, rv, const_const, GtOpFuncMap, StrGtOpFuncMap)197	if err != nil {198		return nil, err199	}200	vector.SetCol(vec, col)201	return vec, nil202}203func ConstGtNull[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {204	return proc.AllocScalarNullVector(proc.GetBoolTyp(lv.Typ)), nil205}206func NullGtCol[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {207	return proc.AllocScalarNullVector(proc.GetBoolTyp(lv.Typ)), nil208}209func NullGtConst[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {210	return proc.AllocScalarNullVector(proc.GetBoolTyp(lv.Typ)), nil211}212func NullGtNull[T DataValue](lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error) {213	return proc.AllocScalarNullVector(proc.GetBoolTyp(lv.Typ)), nil214}215type GtFunc = func(lv, rv *vector.Vector, proc *process.Process) (*vector.Vector, error)216var GtFuncMap = map[int]GtFunc{}217var GtFuncVec = []GtFunc{218	ColGtCol[int8], ColGtCol[int16], ColGtCol[int32], ColGtCol[int64], ColGtCol[uint8], ColGtCol[uint16],219	ColGtCol[uint32], ColGtCol[uint64], ColGtCol[float32], ColGtCol[float64], ColGtCol[string], ColGtCol[bool],220	ColGtCol[types.Date], ColGtCol[types.Datetime], ColGtCol[types.Decimal64], ColGtCol[types.Decimal128],221	ColGtConst[int8], ColGtConst[int16], ColGtConst[int32], ColGtConst[int64], ColGtConst[uint8], ColGtConst[uint16],222	ColGtConst[uint32], ColGtConst[uint64], ColGtConst[float32], ColGtConst[float64], ColGtConst[string], ColGtConst[bool],223	ColGtConst[types.Date], ColGtConst[types.Datetime], ColGtConst[types.Decimal64], ColGtConst[types.Decimal128],224	ColGtNull[int8], ColGtNull[int16], ColGtNull[int32], ColGtNull[int64], ColGtNull[uint8], ColGtNull[uint16],225	ColGtNull[uint32], ColGtNull[uint64], ColGtNull[float32], ColGtNull[float64], ColGtNull[string], ColGtNull[bool],226	ColGtNull[types.Date], ColGtNull[types.Datetime], ColGtNull[types.Decimal64], ColGtNull[types.Decimal128],227	ConstGtCol[int8], ConstGtCol[int16], ConstGtCol[int32], ConstGtCol[int64], ConstGtCol[uint8], ConstGtCol[uint16],228	ConstGtCol[uint32], ConstGtCol[uint64], ConstGtCol[float32], ConstGtCol[float64], ConstGtCol[string], ConstGtCol[bool],229	ConstGtCol[types.Date], ConstGtCol[types.Datetime], ConstGtCol[types.Decimal64], ConstGtCol[types.Decimal128],230	ConstGtConst[int8], ConstGtConst[int16], ConstGtConst[int32], ConstGtConst[int64], ConstGtConst[uint8], ConstGtConst[uint16],231	ConstGtConst[uint32], ConstGtConst[uint64], ConstGtConst[float32], ConstGtConst[float64], ConstGtConst[string], ConstGtConst[bool],232	ConstGtConst[types.Date], ConstGtConst[types.Datetime], ConstGtConst[types.Decimal64], ConstGtConst[types.Decimal128],233	ConstGtNull[int8], ConstGtNull[int16], ConstGtNull[int32], ConstGtNull[int64], ConstGtNull[uint8], ConstGtNull[uint16],234	ConstGtNull[uint32], ConstGtNull[uint64], ConstGtNull[float32], ConstGtNull[float64], ConstGtNull[string], ConstGtNull[bool],235	ConstGtNull[types.Date], ConstGtNull[types.Datetime], ConstGtNull[types.Decimal64], ConstGtNull[types.Decimal128],236	NullGtCol[int8], NullGtCol[int16], NullGtCol[int32], NullGtCol[int64], NullGtCol[uint8], NullGtCol[uint16],237	NullGtCol[uint32], NullGtCol[uint64], NullGtCol[float32], NullGtCol[float64], NullGtCol[string], NullGtCol[bool],238	NullGtCol[types.Date], NullGtCol[types.Datetime], NullGtCol[types.Decimal64], NullGtCol[types.Decimal128],239	NullGtConst[int8], NullGtConst[int16], NullGtConst[int32], NullGtConst[int64], NullGtConst[uint8], NullGtConst[uint16],240	NullGtConst[uint32], NullGtConst[uint64], NullGtConst[float32], NullGtConst[float64], NullGtConst[string], NullGtConst[bool],241	NullGtConst[types.Date], NullGtConst[types.Datetime], NullGtConst[types.Decimal64], NullGtConst[types.Decimal128],242	NullGtNull[int8], NullGtNull[int16], NullGtNull[int32], NullGtNull[int64], NullGtNull[uint8], NullGtNull[uint16],243	NullGtNull[uint32], NullGtNull[uint64], NullGtNull[float32], NullGtNull[float64], NullGtNull[string], NullGtNull[bool],244	NullGtNull[types.Date], NullGtNull[types.Datetime], NullGtNull[types.Decimal64], NullGtNull[types.Decimal128],245}246func InitGtFuncMap() {247	InitGtOpFuncMap()248	InitStrGtOpFuncMap()249	for i := 0; i < len(GtFuncVec); i++ {250		GtFuncMap[i] = GtFuncVec[i]251	}252}253func GtDataValue[T DataValue](vectors []*vector.Vector, proc *process.Process) (*vector.Vector, error) {254	lv := vectors[0]255	rv := vectors[1]256	lt, rt := GetTypeID(lv), GetTypeID(rv)257	dataID := GetDatatypeID[T]()258	vec, err := GtFuncMap[(lt*3+rt)*dataTypeNum+dataID](lv, rv, proc)259	if err != nil {260		return nil, errors.New("Gt function: " + err.Error())261	}262	return vec, nil263}...

Using AI Code Generation

1import "fmt"2func main() {3  ret = max(a, b)4  fmt.Printf("Max value is : %d", ret)5}6func max(num1, num2 int) int {7  if (num1 > num2) {8  } else {9  }10}

Using AI Code Generation

1import "fmt"2import "types"3func main() {4    a.GT()5    b.GT()6    c.GT()7    d.GT()8}9import "fmt"10type A struct {11}12func (a A) GT() {13    fmt.Println("A")14}15type B struct {16}17func (b B) GT() {18    fmt.Println("B")19}20type C struct {21}22func (c C) GT() {23    fmt.Println("C")24}25type D struct {26}27func (d D) GT() {28    fmt.Println("D")29}30import "fmt"31import "types"32func GT(t types.T) {33    t.GT()34}35func main() {36    GT(a)37    GT(b)38    GT(c)39    GT(d)40}41import "fmt"42import "types"43func GT(ts []types.T) {44    for _, t := range ts {45        t.GT()46    }47}48func main() {49    GT([]types.T{a, b, c, d})50}

Using AI Code Generation

1import "fmt"2func main() {3  fmt.Println("Enter two numbers")4  fmt.Scanf("%d", &a)5  fmt.Scanf("%d", &b)6  if a.GT(b) {7    fmt.Println("a is greater than b")8  } else {9    fmt.Println("b is greater than a")10  }11}12func (a Int) GT(b Int) bool {13  if a > b {14  } else {15  }16}

Using AI Code Generation

1import (2func main() {3    fmt.Println("types.GT(1, 2)=", types.GT(1, 2))4    fmt.Println("types.GT(2, 1)=", types.GT(2, 1))5    fmt.Println("types.GT(2, 2)=", types.GT(2, 2))6}7types.GT(1, 2)= false8types.GT(2, 1)= true9types.GT(2, 2)= false10import (11func main() {12    fmt.Println("types.LT(1, 2)=", types.LT(1, 2))13    fmt.Println("types.LT(2, 1)=", types.LT(2, 1))14    fmt.Println("types.LT(2, 2)=", types.LT(2, 2))15}16types.LT(1, 2)= true17types.LT(2, 1)= false18types.LT(2, 2)= false19import (20func main() {21    fmt.Println("types.EQ(1, 2)=", types.EQ(1, 2))22    fmt.Println("types.EQ(2, 1)=", types.EQ(2, 1))23    fmt.Println("types.EQ(2, 2)=", types.EQ(2, 2))24}25types.EQ(1, 2)= false26types.EQ(2, 1)= false27types.EQ(2, 2)= true28import (29func main() {30    fmt.Println("types.GE(1, 2)=", types.GE(1, 2))

Using AI Code Generation

1import (2func main() {3	var s []int = []int{1, 2, 3}4	var t []string = []string{"a", "b", "c"}5	var u [3]int = [3]int{1, 2, 3}6	var v [3]string = [3]string{"a", "b", "c"}7	var w map[int]string = map[int]string{1: "a", 2: "b", 3: "c"}8	var x map[string]int = map[string]int{"a": 1, "b": 2, "c": 3}9	var y struct {10	}11	var z interface{} = "hello"12	var aa interface{} = 1013	var bb interface{} = 10.014	var cc interface{} = false15	var dd interface{} = 1 + 2i16	var ee interface{} = 'a'17	var ff interface{} = []int{1, 2, 3}18	var gg interface{} = [3]int{1, 2, 3}19	var hh interface{} = map[int]string{1: "a", 2: "b", 3: "c"}20	var ii interface{} = struct {21	}{}22	var jj interface{} = nil23	var kk interface{} = (*int)(nil)24	var ll interface{} = (*[]int)(nil)25	var mm interface{} = (*[3]int)(nil)

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