mirror of
https://github.com/infiniflow/ragflow.git
synced 2026-07-30 20:49:21 +08:00
535 lines
18 KiB
Go
535 lines
18 KiB
Go
//
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// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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//
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package chunker
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import (
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"strings"
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"testing"
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"ragflow/internal/agent/runtime"
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)
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func TestHierarchyTitleChunker_Registered(t *testing.T) {
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factory, cat, meta, ok := runtime.DefaultRegistry.Lookup("HierarchyTitleChunker")
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if !ok {
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t.Fatal("HierarchyTitleChunker: registry miss")
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}
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if cat != runtime.CategoryIngestion {
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t.Errorf("category = %q, want %q", cat, runtime.CategoryIngestion)
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}
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if factory == nil {
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t.Error("factory is nil")
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}
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if len(meta.Inputs) == 0 {
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t.Errorf("inputs metadata is empty")
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}
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if len(meta.Outputs) == 0 {
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t.Errorf("outputs metadata is empty")
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}
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}
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func TestHierarchyTitleChunker_InputsOutputs_NonEmpty(t *testing.T) {
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_, _, meta, ok := runtime.DefaultRegistry.Lookup("HierarchyTitleChunker")
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if !ok {
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t.Fatal("registry miss")
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}
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if len(meta.Inputs) == 0 {
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t.Error("inputs metadata is empty")
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}
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if len(meta.Outputs) == 0 {
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t.Error("outputs metadata is empty")
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}
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}
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func TestHierarchyTitleChunker_NewRejectsMissingHierarchy(t *testing.T) {
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if _, err := NewHierarchyTitleChunker(map[string]any{
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"levels": [][]string{{`^# `}},
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}); err == nil {
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t.Fatal("expected error for missing hierarchy, got nil")
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}
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}
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func TestHierarchyTitleChunker_NewRejectsBadHierarchy(t *testing.T) {
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if _, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 0,
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"levels": [][]string{{`^# `}},
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}); err == nil {
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t.Fatal("expected error for hierarchy=0, got nil")
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}
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}
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func TestHierarchyTitleChunker_InvokeEmptyInput(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 1,
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"levels": [][]string{{`^# `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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if got, want := out["output_format"], "chunks"; got != want {
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t.Errorf("output_format = %v, want %v", got, want)
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}
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chunks, _ := out["chunks"].([]map[string]any)
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if len(chunks) != 0 {
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t.Errorf("chunks = %d, want 0", len(chunks))
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}
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}
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func TestHierarchyTitleChunker_NestedHeadings(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}, {`^## `}, {`^### `}},
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"include_heading_content": true,
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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input := "# H1\nbody1a\nbody1b\n## H2a\nbody2a1\nbody2a2\n## H2b\nbody2b1\n# H1-2\nbody-last"
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "doc.md",
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"text": input,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, _ := out["chunks"].([]map[string]any)
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if len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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for i, ck := range chunks {
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if text, _ := ck["text"].(string); text == "" {
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t.Errorf("chunk[%d] text is empty", i)
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}
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}
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}
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func TestHierarchyTitleChunker_LeafOnlyDefault(t *testing.T) {
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// include_heading_content = false (default): every emitted
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// chunk path should be a leaf-only path (no body content under
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// non-leaf headings surfaces).
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}, {`^## `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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_, err = c.Invoke(t.Context(), nil, map[string]any{
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"name": "doc.md",
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"text": "# A\nbody a\n## A1\nbody a1\n# B\nbody b",
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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}
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// TestHierarchyChunker_StructuredMetadata pins Gap E for the hierarchy
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// strategy: a structured (output_format=chunks) image record keeps its
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// doc_type_kwd and img_id on the emitted chunk.
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func TestHierarchyChunker_StructuredMetadata(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 1,
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"levels": [][]string{{`^# `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "# H1", "doc_type_kwd": "text"},
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{"text": "body one", "doc_type_kwd": "text"},
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{"text": "imgA caption", "doc_type_kwd": "image", "img_id": "a"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "doc",
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"output_format": "chunks",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, _ := out["chunks"].([]map[string]any)
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found := false
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for _, ck := range chunks {
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if dt, _ := ck["doc_type_kwd"].(string); dt == "image" {
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found = true
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if ck["img_id"] != "a" {
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t.Errorf("image chunk img_id = %v, want a", ck["img_id"])
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}
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}
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}
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if !found {
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t.Fatal("no image chunk emitted")
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}
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}
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func TestHierarchyTitleChunker_InvokeDeterministic(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}, {`^## `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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inputs := map[string]any{
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"name": "doc.md",
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"text": "# A\nbody a\n## A1\nbody a1\n## A2\nbody a2\n# B\nbody b",
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}
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var firstLen int
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var firstTexts []string
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for run := 0; run < 10; run++ {
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out, err := c.Invoke(t.Context(), nil, inputs)
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if err != nil {
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t.Fatalf("Invoke run %d: %v", run, err)
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}
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chunks, _ := out["chunks"].([]map[string]any)
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texts := make([]string, len(chunks))
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for i, ck := range chunks {
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texts[i], _ = ck["text"].(string)
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}
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if run == 0 {
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firstLen = len(chunks)
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firstTexts = texts
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continue
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}
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if firstLen != len(chunks) {
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t.Fatalf("run %d: chunk count changed (%d vs %d)", run, len(chunks), firstLen)
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}
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for i := range chunks {
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if firstTexts[i] != texts[i] {
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t.Fatalf("run %d: chunk[%d] text changed", run, i)
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}
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}
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}
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}
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// TestHierarchyTitleChunker_ConsecutiveNonTextOrder pins Gap G: two
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// consecutive non-text records must stay in input order and ahead of
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// the following text run. Python's flush_text_records flushes the
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// preceding text run on the first non-text and is a no-op for the next
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// non-text, yielding [..., N1, N2, run, ...]; the old loop flushed the
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// trailing run early, yielding [..., N1, run, N2].
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// TestHierarchyTitleChunker_ColonTitlePromotion verifies that a line
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// ending with colon, having sentence-ending punctuation before it, and
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// at least 32 chars between them, is promoted to heading level (mirroring
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// Python make_colon_as_title intent). Two colon headings produce 2 chunks
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// while without the fix all text would merge into 1 chunk.
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func TestHierarchyTitleChunker_ColonTitlePromotion(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}}, // won't match our plain text
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "Introductory section providing background. The scope and purpose of this document are defined as follows:", "doc_type_kwd": "text"},
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{"text": "Body one.", "doc_type_kwd": "text"},
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{"text": "Another section continuing the discussion. The key provisions are outlined below:", "doc_type_kwd": "text"},
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{"text": "Body two.", "doc_type_kwd": "text"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "test.txt",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, ok := out["chunks"].([]map[string]any)
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if !ok || len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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// Without fix: 1 chunk (all body). With fix: 2 chunks (colon heading + body each).
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if len(chunks) != 2 {
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t.Fatalf("len(chunks) = %d, want 2 (colon titles should each produce a chunk)", len(chunks))
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}
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}
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// TestHierarchyTitleChunker_ColonTitleShortLine_Negative verifies that
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// short colon-ended lines (e.g. "Note:") are NOT promoted, avoiding
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// false positives.
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func TestHierarchyTitleChunker_ColonTitleShortLine_Negative(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "Note:", "doc_type_kwd": "text"},
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{"text": "Body text.", "doc_type_kwd": "text"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "test.txt",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, ok := out["chunks"].([]map[string]any)
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if !ok || len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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// Short colon line must NOT be promoted: all body → 1 chunk.
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if len(chunks) != 1 {
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t.Fatalf("len(chunks) = %d, want 1 (short colon line must not be promoted)", len(chunks))
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}
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}
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// TestHierarchyTitleChunker_ShortNumericLineFilter verifies that
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// purely numeric short lines are filtered to body level even when
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// they match a heading regex (mirroring Python tree_merge's
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// line filter: len(t.split("@")[0].strip()) > 1 + not purely numeric).
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func TestHierarchyTitleChunker_ShortNumericLineFilter(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^[0-9]+$`}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "1", "doc_type_kwd": "text"},
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{"text": "Introduction paragraph.", "doc_type_kwd": "text"},
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{"text": "2", "doc_type_kwd": "text"},
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{"text": "Methodology paragraph.", "doc_type_kwd": "text"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "test.txt",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, ok := out["chunks"].([]map[string]any)
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if !ok || len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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// Without fix: "1" and "2" match ^[0-9]+$ → 2 chunks
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// With fix: "1" and "2" are purely numeric → filtered to body → 1 chunk
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if len(chunks) != 1 {
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t.Fatalf("len(chunks) = %d, want 1 (purely numeric lines filtered to body)", len(chunks))
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}
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}
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// TestIsColonTitle_CJKEdgeCase verifies the isColonTitle function with
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// CJK sentence-ending punctuation (。). When there are exactly 31 ASCII
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// characters between the 。 and the :, the function must return false
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// (31 < 32 rune threshold). The Go byte-offset bug (body[lastPunct+1:])
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// would corrupt the CJK punctuation bytes and artifactually inflate the
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// rune count past 32, causing a false positive.
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func TestIsColonTitle_CJKEdgeCase(t *testing.T) {
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// 31 ASCII chars between 。 and : → < 32 runes → must not promote
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line := "abc。1234567890123456789012345678901:"
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if isColonTitle(line) {
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t.Error("isColonTitle should be false: 31 ASCII chars between CJK punct and colon is < 32")
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}
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// 32 ASCII chars → exactly 32 → must promote
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line32 := "abc。12345678901234567890123456789012:"
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if !isColonTitle(line32) {
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t.Error("isColonTitle should be true: 32 ASCII chars between CJK punct and colon is >= 32")
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}
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}
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// TestIsColonTitle_ASCII_NoRegression verifies the existing ASCII-only
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// isColonTitle path still works correctly (regression guard).
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func TestIsColonTitle_ASCII_NoRegression(t *testing.T) {
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// 32 ASCII chars between . and : → must promote
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line := "abc.12345678901234567890123456789012:"
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if !isColonTitle(line) {
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t.Error("isColonTitle should be true: 32 ASCII chars between . and :")
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}
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// 31 ASCII chars → must NOT promote
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line31 := "abc.1234567890123456789012345678901:"
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if isColonTitle(line31) {
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t.Error("isColonTitle should be false: 31 ASCII chars between . and :")
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}
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// Short colon line → must NOT promote
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if isColonTitle("Note:") {
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t.Error("isColonTitle should be false for short colon line")
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}
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}
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// TestHierarchyTitleChunker_ColonTitlePromotion_CJK_EdgeCase verifies
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// the CJK colon-title edge case through the full hierarchy chunker
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// pipeline. With 31 ASCII chars between 。 and : the line must NOT be
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// promoted (1 chunk), but the byte-offset bug causes a false promotion
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// (2 chunks).
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func TestHierarchyTitleChunker_ColonTitlePromotion_CJK_EdgeCase(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^# `}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "abc。1234567890123456789012345678901:", "doc_type_kwd": "text"},
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{"text": "Body one.", "doc_type_kwd": "text"},
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{"text": "def。1234567890123456789012345678901:", "doc_type_kwd": "text"},
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{"text": "Body two.", "doc_type_kwd": "text"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "test.txt",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, ok := out["chunks"].([]map[string]any)
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if !ok || len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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// With fix: both have 31 < 32 → NOT promoted → 1 chunk (all body).
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// Without fix: byte-offset corruption inflates rune count past 32 → both promoted → 2 chunks.
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if len(chunks) != 1 {
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t.Fatalf("len(chunks) = %d, want 1 (31 ASCII chars between CJK punct and colon is < 32, must NOT promote)", len(chunks))
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}
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}
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// TestHierarchyTitleChunker_ShortSingleCJKLineFilter verifies that a
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// single CJK character (3 bytes UTF-8) is filtered to body level.
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// The Go byte-count bug (len(text) <= 1) would let it through because
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// len("案") = 3 > 1, but Python's Unicode-aware len returns 1, so the
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// line should be filtered to body. Without the fix the single CJK char
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// would be promoted when it matches a heading regex.
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func TestHierarchyTitleChunker_ShortSingleCJKLineFilter(t *testing.T) {
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c, err := NewHierarchyTitleChunker(map[string]any{
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"hierarchy": 2,
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"levels": [][]string{{`^..?$`}},
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})
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if err != nil {
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t.Fatalf("NewHierarchyTitleChunker: %v", err)
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}
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items := []map[string]any{
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{"text": "案", "doc_type_kwd": "text"},
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{"text": "Body one.", "doc_type_kwd": "text"},
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{"text": "例", "doc_type_kwd": "text"},
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{"text": "Body two.", "doc_type_kwd": "text"},
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}
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out, err := c.Invoke(t.Context(), nil, map[string]any{
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"name": "test.txt",
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"chunks": items,
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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chunks, ok := out["chunks"].([]map[string]any)
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if !ok || len(chunks) == 0 {
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t.Fatal("chunks: want >=1, got 0")
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}
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// With fix: "案" is 1 rune → len <= 1 → filtered to body → 1 chunk.
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// Without fix: len("案") = 3 bytes > 1 → passes filter → ^..?$ matches → 2 chunks.
|
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if len(chunks) != 1 {
|
||
t.Fatalf("len(chunks) = %d, want 1 (single CJK char must be filtered to body)", len(chunks))
|
||
}
|
||
}
|
||
|
||
// TestHierarchyTitleChunker_CKTypeHeadingFallback verifies that
|
||
// records with ck_type "heading" (from office_oxide DOCX parsing)
|
||
// are treated as heading nodes in the tree, even when their text
|
||
// doesn't match any regex pattern. Without the fix, such records
|
||
// are treated as body text — all content merges into one chunk.
|
||
func TestHierarchyTitleChunker_CKTypeHeadingFallback(t *testing.T) {
|
||
c, err := NewHierarchyTitleChunker(map[string]any{
|
||
"hierarchy": 2,
|
||
"levels": [][]string{{`^# `}, {`^## `}},
|
||
})
|
||
if err != nil {
|
||
t.Fatalf("NewHierarchyTitleChunker: %v", err)
|
||
}
|
||
items := []map[string]any{
|
||
{"text": "Introduction", "doc_type_kwd": "text", "ck_type": "heading"},
|
||
{"text": "Intro body.", "doc_type_kwd": "text"},
|
||
{"text": "Background", "doc_type_kwd": "text", "ck_type": "heading"},
|
||
{"text": "Background body.", "doc_type_kwd": "text"},
|
||
{"text": "Conclusion", "doc_type_kwd": "text", "ck_type": "heading"},
|
||
{"text": "Final words.", "doc_type_kwd": "text"},
|
||
}
|
||
out, err := c.Invoke(t.Context(), nil, map[string]any{
|
||
"name": "test.docx",
|
||
"chunks": items,
|
||
})
|
||
if err != nil {
|
||
t.Fatalf("Invoke: %v", err)
|
||
}
|
||
chunks, ok := out["chunks"].([]map[string]any)
|
||
if !ok || len(chunks) == 0 {
|
||
t.Fatal("chunks: want >=1, got 0")
|
||
}
|
||
// Without the fix: 1 chunk (all text merged as body under root).
|
||
// With the fix: 3 chunks (one per heading + its body).
|
||
if len(chunks) != 3 {
|
||
t.Fatalf("len(chunks) = %d, want 3 (3 ck_type=headings should produce 3 chunks)", len(chunks))
|
||
}
|
||
for _, ck := range chunks {
|
||
text, _ := ck["text"].(string)
|
||
if text == "" {
|
||
t.Error("chunk text is empty")
|
||
}
|
||
}
|
||
}
|
||
|
||
// TestHierarchyTitleChunker_ConsecutiveNonTextOrder pins Gap G: two
|
||
func TestHierarchyTitleChunker_ConsecutiveNonTextOrder(t *testing.T) {
|
||
c, err := NewHierarchyTitleChunker(map[string]any{
|
||
"hierarchy": 1,
|
||
"levels": [][]string{{`^# `}},
|
||
})
|
||
if err != nil {
|
||
t.Fatalf("NewHierarchyTitleChunker: %v", err)
|
||
}
|
||
items := []map[string]any{
|
||
{"text": "# H1", "doc_type_kwd": "text"},
|
||
{"text": "body one", "doc_type_kwd": "text"},
|
||
{"text": "imgA caption", "doc_type_kwd": "image", "img_id": "a"},
|
||
{"text": "imgB caption", "doc_type_kwd": "image", "img_id": "b"},
|
||
{"text": "# H2", "doc_type_kwd": "text"},
|
||
{"text": "body two", "doc_type_kwd": "text"},
|
||
}
|
||
out, err := c.Invoke(t.Context(), nil, map[string]any{
|
||
"name": "doc",
|
||
"chunks": items,
|
||
})
|
||
if err != nil {
|
||
t.Fatalf("Invoke: %v", err)
|
||
}
|
||
chunks, _ := out["chunks"].([]map[string]any)
|
||
idx := func(sub string) int {
|
||
for i, ck := range chunks {
|
||
if text, _ := ck["text"].(string); strings.Contains(text, sub) {
|
||
return i
|
||
}
|
||
}
|
||
return -1
|
||
}
|
||
iA := idx("imgA caption")
|
||
iB := idx("imgB caption")
|
||
iBody := idx("body two")
|
||
if iA < 0 || iB < 0 || iBody < 0 {
|
||
t.Fatalf("missing expected chunks: imgA=%d imgB=%d body=%d (chunks=%d)", iA, iB, iBody, len(chunks))
|
||
}
|
||
if !(iA < iB && iB < iBody) {
|
||
t.Errorf("non-text order wrong: imgA=%d imgB=%d body=%d, want imgA<imgB<body", iA, iB, iBody)
|
||
}
|
||
}
|