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xparse.go
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749 lines (605 loc) · 15.5 KB
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package xparse
import (
"encoding/json"
"fmt"
"math"
"os"
"reflect"
"regexp"
"slices"
"strings"
"github.com/coghost/xdtm"
"github.com/coghost/xparse/plugin/js"
"github.com/coghost/xparse/plugin/py3"
"github.com/coghost/xpretty"
"github.com/ghodss/yaml"
"github.com/gookit/config/v2"
"github.com/rs/zerolog/log"
"github.com/spf13/cast"
"github.com/thoas/go-funk"
)
const (
_nonMapHint = "[NON-MAP] {%v:%v}, please move into a map instead"
)
const (
_layerForRank = iota + 1
_layerForOthers
)
const (
_rangeIndexLen = 2
)
const (
skippedKeySymbol = "__"
)
type Parser struct {
sourceData []byte
sourceYaml [][]byte
config *config.Config
Root any
// this is a map's stub, check const.PrefixLocatorStub for more info
FocusedStub any
RawData string
// devMode
devMode bool
rank int
rankOffset int
// use the real order of page or not (which is same as _index:)
rankAsIndex bool
// PID parser uniqid
PID string
presetData map[string]any
// map to config
ParsedData map[string]any
// testKeys, only keys in testKeys will be parsed, and .rank is parsed by default
testKeys []string
// nestedKeysForCheckingTestKeys
// > example(job.yaml):
// -----
// job:
// datePosted:
// address:
// region:
// -----
//
// so the nestedKeys can be
// - []
// - ["job"]->["job", "datePosted"]->["job"]
// - ["job"]->["job", "address"]->["job", "address", "region"]->["job", "address"]->["job"]
// - []
nestedKeysForCheckingTestKeys []string
// verify keys, keys will be verified
verifyKeys []string
// Refiners is a map of:
//
// > string: func
// - string is name we defined
// - func has three params:
// + first params is string, which is the raw str get from html (usually by get_text/get_attr)
// + second params is the *config.Config (which is rarely used)
// + third params is *goquery.Selection
Refiners map[string]func(raw ...any) any
AttrToBeRefined []string
// rootKeysToBeRefined root keys
rootKeysToBeRefined []string
}
func NewParser(raw []byte, ymlMap ...[]byte) *Parser {
return &Parser{
sourceData: raw,
sourceYaml: ymlMap,
config: &config.Config{},
ParsedData: make(map[string]any),
Refiners: make(map[string]func(args ...any) any),
rankAsIndex: false,
}
}
func (p *Parser) AppendRootKeysToBeRefined(keys []string) {
for _, key := range keys {
if slices.Contains(p.rootKeysToBeRefined, key) {
continue
}
p.rootKeysToBeRefined = append(p.rootKeysToBeRefined, key)
}
}
func (p *Parser) SetRootKeysToBeRefined(keys []string) {
p.rootKeysToBeRefined = keys
}
func (p *Parser) ToggleDevMode(b bool) {
p.devMode = b
}
func (p *Parser) Debug(key any, raw ...any) {
if p.devMode {
xpretty.GreenPrintf(fmt.Sprintf("[%d] %v: (%v)", p.rank, key, raw[0]))
}
}
func (p *Parser) LoadConfig(ymlCfg ...[]byte) {
p.config = Yaml2Config(ymlCfg...)
p.testKeys = p.config.Strings("__raw.test_keys")
p.verifyKeys = p.config.Strings("__raw.verify_keys")
}
func (p *Parser) VerifyKeys() (arr []string) {
return p.verifyKeys
}
func (p *Parser) BindPresetData(dat map[string]any) {
if dat == nil {
return
}
p.presetData = dat
}
func (p *Parser) GetPresetData() map[string]any {
return p.presetData
}
func (p *Parser) ExtraInfo() map[string]any {
return nil
}
func (p *Parser) AppendPresetData(data map[string]any) {
pd := p.GetPresetData()
for k, v := range pd {
_, b := data[k]
if !b {
data[k] = v
}
}
// try add parser unique id to data
_, found := data["site"]
if !found && p.PID != "" {
data["site"] = p.PID
}
// try add p.PID to external_id
v, found := data["external_id"]
if !found {
return
}
s, _ := v.(string)
pre := p.PID + "_"
if found && p.PID != "" && s != "" && !strings.HasPrefix(s, pre) {
data["external_id"] = p.PID + "_" + s
}
}
func (p *Parser) MustMandatoryFields(got, wanted []string) {
if len(got) == 0 || len(wanted) == 0 {
return
}
a, _ := funk.DifferenceString(got, wanted)
if len(a) != 0 {
log.Fatal().Msg(xpretty.Yellowf("unwanted keys %q found, please check if typo or missing", a))
}
}
// GetRawInfo
//
// get raw info's value in config file
// - if args is empty, will return __raw's value
// - else return the first value in args
func (p *Parser) RawInfo(args ...string) map[string]any {
key := FirstOrDefaultArgs("__raw", args...)
raw := p.config.Data()[key]
rawInfo, _ := raw.(map[string]any)
return rawInfo
}
func (p *Parser) GetParsedData(args ...string) any {
if len(args) == 0 {
return p.ParsedData
}
return p.ParsedData[args[0]]
}
func (p *Parser) PrettifyData(args ...any) error {
return xpretty.PrettyMap(p.ParsedData)
}
func (p *Parser) PrettifyJSONData(args ...any) error {
return xpretty.PrettyJSON(p.MustDataAsJSON(args...))
}
// DataAsJson returns a string of args[0] or p.ParsedData and error
func (p *Parser) DataAsJSON(args ...any) (string, error) {
if len(args) != 0 {
key, _ := args[0].(string)
v, ok := p.ParsedData[key]
if !ok {
return "", fmt.Errorf("cannot get data for key: %s", args[0]) //nolint
}
return Stringify(v)
}
return Stringify(p.ParsedData)
}
func (p *Parser) MustDataAsJSON(args ...any) string {
raw, err := p.DataAsJSON(args...)
PanicIfErr(err)
return raw
}
func (p *Parser) DataAsStruct(structObj any, args ...any) error {
raw, err := p.DataAsJSON(args...)
if err != nil {
return err
}
return json.Unmarshal([]byte(raw), structObj)
}
func (p *Parser) DataAsYaml(args ...any) (string, error) {
raw, err := p.DataAsJSON(args...)
if err != nil {
return raw, err
}
v, e := yaml.JSONToYAML([]byte(raw))
return string(v), e
}
func (p *Parser) MustDataAsYaml(args ...any) string {
raw, err := p.DataAsYaml(args...)
PanicIfErr(err)
return raw
}
func (p *Parser) Scan() {
for key, cfg := range p.config.Data() {
switch cfgType := cfg.(type) {
case map[string]any:
p.parseAttrs("", key, cfgType)
default:
xpretty.RedPrintf(_nonMapHint, key, cfg)
continue
}
}
}
func (p *Parser) parseAttrs(_ string, key string, config any) {
switch cfg := config.(type) {
case map[string]any:
if p.isLeaf(cfg) {
refine, b := cfgAttrRefine(cfg)
if !b {
return
}
attr := cfg[Attr]
name := p.convertAttrRefineToSnakeCaseName(key, refine, attr)
name = GetCamelRefinerName(name)
p.AttrToBeRefined = append(p.AttrToBeRefined, name)
p.AttrToBeRefined = funk.UniqString(p.AttrToBeRefined)
return
}
for k, c := range cfg {
p.parseAttrs(key, k, c)
}
default:
return
}
}
func (p *Parser) runCheck() {}
func (p *Parser) DoParse() {}
func (p *Parser) PostDoParse() {}
func (p *Parser) popNestedKeys() {
if len(p.nestedKeysForCheckingTestKeys) == 0 {
return
}
p.nestedKeysForCheckingTestKeys = p.nestedKeysForCheckingTestKeys[:len(p.nestedKeysForCheckingTestKeys)-1]
}
func (p *Parser) appendNestedKeys(key string) {
if strings.Contains(key, skippedKeySymbol) {
return
}
p.nestedKeysForCheckingTestKeys = append(p.nestedKeysForCheckingTestKeys, key)
}
func (p *Parser) checkTestKeys(_ string) bool {
// len == 0, just return true
if len(p.nestedKeysForCheckingTestKeys) < 1 {
return true
}
nestedKey := strings.Join(p.nestedKeysForCheckingTestKeys, ".")
// len == 1, check if starts with nk or not
if len(p.nestedKeysForCheckingTestKeys) == 1 {
for _, tk := range p.testKeys {
if strings.HasPrefix(tk, nestedKey) {
return true
}
}
return false
}
// len p.nestedKeys > 1
for _, testKey := range p.testKeys {
b := strings.Contains(testKey, ".*")
if b {
got := p.checkKey(testKey, nestedKey)
if got {
return true
}
} else {
if strings.HasSuffix(nestedKey, ".rank") {
return true
}
if nestedKey == testKey {
return true
}
}
}
return false
}
func (*Parser) checkKey(testKey string, nestedKey string) bool {
_tk := strings.ReplaceAll(testKey, ".*", "")
return strings.HasPrefix(nestedKey, _tk)
}
func (p *Parser) isRequiredKey(key string) (b bool) {
if strings.HasPrefix(key, "__") {
return
}
if !p.devMode {
return true
}
if p.checkTestKeys(key) {
return true
}
if funk.NotEmpty(p.testKeys) && !funk.Contains(p.testKeys, key) {
return
}
return true
}
func (p *Parser) isLeaf(cfg map[string]any) bool {
for k := range cfg {
// if key starts with _, means has child node
if !strings.HasPrefix(k, "_") {
return false
}
}
return true
}
func (p *Parser) ToggleRankType(b bool) {
p.rankAsIndex = b
}
func (p *Parser) setRank(cfg map[string]any) {
idxGot := mustCfgIndex(cfg)
if idxGot == nil {
// when _index is nil, means use every item, so rank is same with offset
p.rank = p.rankOffset
p.rankOffset++
return
}
switch idx := idxGot.(type) {
case int:
p.rank = idx
case []any:
if p.rankAsIndex {
p.rank = cast.ToInt(idx[p.rankOffset])
} else {
p.rank = p.rankOffset
}
p.rankOffset++
case string:
p.rank = p.rankOffset
p.rankOffset++
return
default:
panic(fmt.Sprintf("unsupported index for setRank %v", idx))
}
}
func (p *Parser) convertToType(raw any, cfg map[string]any) any {
t, o := cfgType(cfg)
if o {
switch t {
case AttrTypeB:
return cast.ToBool(raw)
case AttrTypeI:
return cast.ToInt(math.Round(cast.ToFloat64(raw)))
case AttrTypeF:
return cast.ToFloat64(raw)
case AttrTypeT:
return p.formatDate(raw, false)
case AttrTypeT1:
return p.formatDate(raw, true)
}
}
return raw
}
func (p *Parser) formatDate(raw any, bySearch bool) any {
rawStr, _ := raw.(string)
if v := xdtm.GetDateTimeStr(rawStr, xdtm.WithBySearch(bySearch)); v != "" {
return v
}
return raw
}
func (p *Parser) TrimSpace(txt string, cfg map[string]any) string {
st := cfg[Strip]
if st == false {
return txt
}
return strings.TrimSpace(txt)
}
func (p *Parser) stripChars(key string, raw any, cfg map[string]any) any {
switch v := raw.(type) {
case string:
return p.stripStrings(key, v, cfg)
default:
return v
}
}
func (p *Parser) stripStrings(_ string, raw any, cfg map[string]any) any {
rawStr, _ := raw.(string)
st := cfg[Strip]
if st == nil || st == true {
return strings.TrimSpace(rawStr)
}
switch stripType := st.(type) {
case string:
return strings.ReplaceAll(rawStr, stripType, "")
case []any:
val := rawStr
for _, sub := range stripType {
subStr, _ := sub.(string)
val = strings.ReplaceAll(val, subStr, "")
}
raw = val
}
return raw
}
func (p *Parser) isMethodExisted(snakeCaseName string) (rv reflect.Value, b bool) {
// automatically convert snake_case(which is written in yaml) to CamelCase or camelCase
// first check camelCase (private method preferred)
// if not found then check CamelCase
mtdName := GetLowerCamelRefinerName(snakeCaseName)
MtdName := GetCamelRefinerName(snakeCaseName)
method := reflect.ValueOf(p).MethodByName(mtdName)
if funk.IsEmpty(method) {
method = reflect.ValueOf(p).MethodByName(MtdName)
if funk.IsEmpty(method) {
return
}
}
return method, true
}
func (p *Parser) getRefinerFn(snakeCaseName string) (func(raw ...any) any, bool) {
mtdName := GetLowerCamelRefinerName(snakeCaseName)
MtdName := GetCamelRefinerName(snakeCaseName)
injectFn, found := p.Refiners[mtdName]
if !found {
injectFn, found = p.Refiners[MtdName]
if !found {
if fn, b := p.loadPreDefined(MtdName); b {
return fn, b
}
typeName := getTypeNameFromInterface(p)
_ = handleRefinerPrompt(typeName, MtdName, nil, true)
os.Exit(0)
}
}
return injectFn, found
}
func (p *Parser) loadPreDefined(mtdName string) (func(raw ...any) any, bool) {
switch mtdName {
case "BindRank":
return p.BindRank, true
case "RefineRank":
return p.RefineRank, true
case "EnrichURL":
return p.EnrichURL, true
case "EnrichUrl":
return p.EnrichUrl, true
case "RefineEncodedJson":
return p.RefineEncodedJSON, true
case "RefineEncodedJSON":
return p.RefineEncodedJSON, true
default:
return nil, false
}
}
func (p *Parser) refineByRe(raw any, cfg map[string]any) any {
rgx, ok := cfg[AttrRegex]
if !ok {
return raw
}
regex, err := regexp.Compile(rgx.(string))
if err != nil {
log.Error().Err(err).Interface("regex", rgx).Msg("cannot compile regex")
}
rawStr, _ := raw.(string)
return regex.FindString(rawStr)
}
func (p *Parser) refineByPython(raw any, cfg map[string]any) any {
code, ok := cfg[AttrPython]
if !ok {
return raw
}
codeStr, _ := code.(string)
rawStr, _ := raw.(string)
resp, err := py3.Eval(codeStr, rawStr)
if err != nil {
log.Error().Err(err).Msg("cannot run python code")
}
return resp.RefinedString
}
func (p *Parser) refineByJS(raw any, cfg map[string]any) any {
code, ok := cfg[AttrJS]
if !ok {
return raw
}
codeStr, _ := code.(string)
rawStr, _ := raw.(string)
resp, err := js.Eval(codeStr, rawStr)
if err != nil {
log.Error().Err(err).Msg("cannot run js code")
}
return resp.RefinedString
}
func (p *Parser) advancedPostRefineAttr(raw any, cfg map[string]any) any {
raw = p.refineByRe(raw, cfg)
raw = p.refineByPython(raw, cfg)
raw = p.refineByJS(raw, cfg)
return raw
}
func (p *Parser) refineAttr(key string, raw any, cfg map[string]any, selection any) any {
attr := cfg[Attr]
refine := mustCfgAttrRefine(cfg)
if refine == nil {
return raw
}
snakeCaseName := p.convertAttrRefineToSnakeCaseName(key, refine, attr)
// refiners from parser-defined is prior than pre-defined
injectFn, b := p.getRefinerFn(snakeCaseName)
if b {
// 1. with full config (*config.Config)
// Not-Supported: add a new key like `__return_config`
// - return injectFn(raw, p.config, selection)
// 2. only current config (map)
switch val := raw.(type) {
case string:
return injectFn(val, cfg, selection)
case []string:
var resp []any
for _, v := range val {
resp = append(resp, injectFn(v, cfg, selection))
}
return resp
default:
panic(fmt.Sprintf("not supported type %s: %T, %v", key, val, val))
}
}
// pre-defined methods
method, ok := p.isMethodExisted(snakeCaseName)
if ok {
switch val := raw.(type) {
case string:
param := []reflect.Value{reflect.ValueOf(val), reflect.ValueOf(cfg), reflect.ValueOf(selection)}
res := method.Call(param)
return res[0].Interface()
case []string:
var resp []any
for _, v := range val {
param := []reflect.Value{reflect.ValueOf(v), reflect.ValueOf(cfg), reflect.ValueOf(selection)}
res := method.Call(param)
resp = append(resp, res[0].Interface())
}
return resp
default:
panic(fmt.Sprintf("not supported type %s: %T, %v", key, val, val))
}
}
return nil
}
// convertAttrRefineToSnakeCaseName
//
// @param key: the key of the stub
// @param refiner: is the _attr_refine defined in yaml
// @param attr: is the _attr key to be refined
func (p *Parser) convertAttrRefineToSnakeCaseName(key string, refiner, attr any) string {
var snakeCaseName string
switch mtd := refiner.(type) {
case bool:
switch attr.(type) {
case string:
snakeCaseName = fmt.Sprintf("%v_%v_%v", _prefixRefine, key, attr)
default:
snakeCaseName = fmt.Sprintf("%v_%v", _prefixRefine, key)
}
case string:
if mtd == RefineWithKeyName {
snakeCaseName = fmt.Sprintf("%v_%v", _prefixRefine, key)
} else {
snakeCaseName = mtd
}
default:
panic(xpretty.Redf("refine method should be (bool or str), but (%s is %T: %v)", key, mtd, mtd))
}
// auto add refine to method starts with "_" like "_abc"
// so "_abc" will be converted to "refine_abc"
if strings.HasPrefix(snakeCaseName, "_") && !strings.HasPrefix(snakeCaseName, _prefixRefine) {
snakeCaseName = _prefixRefine + snakeCaseName
}
return snakeCaseName
}
func (p *Parser) getJoinerOrDefault(cfg map[string]any, dft string) string {
joiner := dft
if j := cfg[AttrJoiner]; j != nil {
joiner, _ = j.(string)
}
return joiner
}