//go:build integration // +build integration // // Copyright 2026 The InfiniFlow Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // // Slice 3 integration tests (require tokenizer pool). package component import ( "context" "testing" ) // TestTokenizer_FallsBackToContentWithWeight pins the python // rag/flow/tokenizer.py:111 fallback. A chunk with only // content_with_weight (no text) must tokenize the fallback text. func TestTokenizer_FallsBackToContentWithWeight(t *testing.T) { requireTokenizerPool(t) c := &TokenizerComponent{} c.param.SearchMethod = []string{"full_text"} c.param.Fields = []string{"text"} c.param.FilenameEmbdWeight = 0 out, err := c.Invoke(context.Background(), map[string]any{ "name": "doc", "output_format": "chunks", "chunks": []map[string]any{ {"content_with_weight": "fallback text", "doc_type_kwd": "text"}, }, }) if err != nil { t.Fatalf("Tokenizer.Invoke: %v", err) } chunks, _ := out["chunks"].([]map[string]any) if len(chunks) == 0 { t.Fatal("no chunks emitted") } if got := chunks[0]["content_ltks"]; got == nil { t.Errorf("content_ltks missing; content_with_weight fallback did not run") } else if s, ok := got.(string); !ok || s == "" { t.Errorf("content_ltks = %v (type %T), want non-empty string", got, got) } } // TestTokenizer_DoesNotChangeChunkText pins the regression guard // for the fallback. When both "text" and "content_with_weight" // are present, "text" wins. func TestTokenizer_DoesNotChangeChunkText(t *testing.T) { requireTokenizerPool(t) c := &TokenizerComponent{} c.param.SearchMethod = []string{"full_text"} c.param.Fields = []string{"text"} c.param.FilenameEmbdWeight = 0 out, err := c.Invoke(context.Background(), map[string]any{ "name": "doc", "output_format": "chunks", "chunks": []map[string]any{ {"text": "primary text", "content_with_weight": "fallback", "doc_type_kwd": "text"}, }, }) if err != nil { t.Fatalf("Tokenizer.Invoke: %v", err) } chunks, _ := out["chunks"].([]map[string]any) if len(chunks) == 0 { t.Fatal("no chunks emitted") } if got, want := chunks[0]["text"], "primary text"; got != want { t.Errorf("text = %v, want %v (text should win over content_with_weight)", got, want) } }