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https://github.com/infiniflow/ragflow.git
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98323e7910
### What problem does this PR solve? Package refactor and PDF post process. ### Type of change - [x] Refactoring --------- Co-authored-by: Claude <noreply@anthropic.com>
111 lines
2.8 KiB
Go
111 lines
2.8 KiB
Go
package util
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import (
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"math/rand/v2"
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"strings"
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pdf "ragflow/internal/deepdoc/parser/pdf/type"
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)
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// IsASCIIPrintable returns true for characters that match Python's
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// is_english regex: [ a-zA-Z0-9,/¸;:'\[\]\(\)!@#$%^&*\"?<>._-]
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func IsASCIIPrintable(r rune) bool {
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if r == ' ' {
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return true
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}
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if r >= 'a' && r <= 'z' {
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return true
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}
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if r >= 'A' && r <= 'Z' {
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return true
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}
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if r >= '0' && r <= '9' {
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return true
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}
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// Additional ASCII symbols from the Python regex
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switch r {
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case ',', '/', '¸', ';', ':', '\'', '[', ']', '(', ')',
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'!', '@', '#', '$', '%', '^', '&', '*', '"', '?',
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'<', '>', '.', '_', '-':
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return true
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}
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return false
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}
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// DefaultSampleChars returns a random sample of up to n character texts,
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// concatenated. Matches Python's random.choices([c["text"] for c in
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// page_chars], k=min(100, len(page_chars))).
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func DefaultSampleChars(chars []pdf.TextChar, n int) string {
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if n <= 0 || len(chars) == 0 {
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return ""
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}
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m := min(n, len(chars))
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// Fisher-Yates shuffle on indices, then take first m.
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indices := make([]int, len(chars))
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for i := range indices {
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indices[i] = i
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}
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rand.Shuffle(len(indices), func(i, j int) {
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indices[i], indices[j] = indices[j], indices[i]
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})
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var buf strings.Builder
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for i := 0; i < m; i++ {
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buf.WriteString(chars[indices[i]].Text)
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}
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return buf.String()
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}
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// FullTextFromChars concatenates all chars text across pages for scan noise detection.
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func FullTextFromChars(pageChars map[int][]pdf.TextChar) string {
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var sb strings.Builder
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for _, chars := range pageChars {
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for _, c := range chars {
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sb.WriteString(c.Text)
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}
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}
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return sb.String()
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}
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// DetectEnglish detects whether a PDF is primarily English by per-page
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// majority vote, matching Python's is_english logic in __images__
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// (pdf_parser.py:1519-1526).
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//
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// Each page: sample up to 100 character texts via sampler, join into one
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// string, check if there is a run of 30+ consecutive ASCII characters
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// (letters, digits, spaces, punctuation). Pages with such a run vote
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// "English". Returns true when a strict majority of pages vote yes.
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//
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// totalPages is the denominator (len(self.page_images) in Python), including
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// image-only pages that have zero chars. This matches Python's behavior
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// where empty pages dilute the majority.
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func DetectEnglish(pageChars map[int][]pdf.TextChar, totalPages int, sample pdf.SampleFunc) bool {
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if totalPages == 0 || len(pageChars) == 0 {
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return false
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}
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if sample == nil {
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sample = DefaultSampleChars
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}
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pagesWithSeq := 0
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for _, chars := range pageChars {
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if len(chars) == 0 {
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continue
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}
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sampleText := sample(chars, 100)
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run := 0
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for _, r := range sampleText {
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if IsASCIIPrintable(r) {
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run++
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if run >= 30 {
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pagesWithSeq++
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break
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}
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} else {
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run = 0
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}
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}
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}
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return pagesWithSeq > totalPages/2
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}
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