Files
go-ir-playground/cmd/ir-tfidf/main.go
2024-02-09 14:33:07 +08:00

38 lines
695 B
Go

package main
import (
"fmt"
"strings"
"github.com/gslin/go-ir-playground/internal/artifact"
"github.com/gslin/go-ir-playground/internal/tokenizer"
)
func main() {
articles := artifact.Read("data/articles.json")
tokens := make(map[string][]string)
tf := make(map[string]map[string]int)
df := make(map[string]int)
for _, article := range articles {
str := article.Title + "\n" + article.Body
bag := tokenizer.Tokenize(str)
tokens[article.Id] = bag
for _, w := range bag {
// Handle TF:
if _, ok := tf[w]; !ok {
tf[w] = make(map[string]int)
}
tf[w][article.Id] += strings.Count(str, w)
// Handle DF:
df[w] += 1
}
}
fmt.Println("TF & DF Built")
}