Files
ragflow/internal/ingestion/compilation/extractor/ner_test.go

114 lines
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Go

//
// Copyright 2025 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.
//
package extractor
import "testing"
// ---------------------------------------------------------------------------
// Test data — 21 English test cases (ground truth from Python+spaCy)
// ---------------------------------------------------------------------------
type EnTestSpec struct {
name string
text string
wantEntities [][2]string // (text, label) pairs that MUST be found
wantRels []relSpec // typed relations that MUST be found
}
type relSpec struct {
subj string
pred string
obj string
}
var enTests = []EnTestSpec{
{name: "founded_by_simple", text: "Apple Inc. was founded by Steve Jobs.",
wantEntities: [][2]string{{"Steve Jobs", "PERSON"}},
wantRels: []relSpec{{"Apple Inc.", "founded_by", "Steve Jobs"}}},
{name: "founded_by_multi", text: "Google was founded by Larry Page and Sergey Brin.",
wantEntities: [][2]string{{"Larry Page", "PERSON"}, {"Sergey Brin", "PERSON"}},
wantRels: []relSpec{{"Google", "founded_by", "Larry Page"}}},
{name: "cofounder_of", text: "Elon Musk is a co-founder of Tesla.",
wantEntities: [][2]string{{"Elon Musk", "PERSON"}, {"Tesla", "ORG"}},
wantRels: []relSpec{{"Elon Musk", "founded_by", "Tesla"}}},
{name: "works_for_simple", text: "John works for Microsoft.",
wantEntities: [][2]string{{"John", "PERSON"}, {"Microsoft", "ORG"}},
wantRels: []relSpec{{"John", "works_for", "Microsoft"}}},
{name: "employee_of", text: "Mary is an employee of Google.",
wantEntities: [][2]string{{"Mary", "PERSON"}, {"Google", "ORG"}},
wantRels: []relSpec{{"Mary", "works_for", "Google"}}},
{name: "joined_company", text: "Sundar Pichai joined Google in 2004.",
wantEntities: [][2]string{{"Sundar Pichai", "PERSON"}, {"Google", "ORG"}},
wantRels: []relSpec{{"Sundar Pichai", "works_for", "Google"}}},
{name: "headquartered_in", text: "The company is headquartered in San Francisco.",
wantEntities: [][2]string{{"San Francisco", "GPE"}},
wantRels: nil},
{name: "based_in", text: "Microsoft is based in Redmond.",
wantEntities: [][2]string{{"Microsoft", "ORG"}, {"Redmond", "GPE"}},
wantRels: []relSpec{{"Microsoft", "located_in", "Redmond"}}},
{name: "born_in", text: "Albert Einstein was born in Germany.",
wantEntities: [][2]string{{"Albert Einstein", "PERSON"}, {"Germany", "GPE"}},
wantRels: []relSpec{{"Albert Einstein", "born_in", "Germany"}}},
{name: "ceo_of", text: "Sundar Pichai is the CEO of Google.",
wantEntities: [][2]string{{"Sundar Pichai", "PERSON"}, {"Google", "ORG"}},
wantRels: []relSpec{{"Sundar Pichai", "works_for", "Google"}, {"Sundar Pichai", "ceo_of", "Google"}}},
{name: "acquired_by", text: "Instagram was acquired by Facebook.",
wantEntities: nil, // en_core_web_sm doesn't tag these
wantRels: nil},
{name: "acquired_active", text: "Facebook acquired Instagram.",
wantEntities: [][2]string{{"Instagram", "PERSON"}}, // en_core_web_sm: Instagram→PERSON
wantRels: nil},
{name: "multi_founded_ceo", text: "Google was founded by Larry Page. Sundar Pichai is the CEO of Google.",
wantEntities: [][2]string{{"Larry Page", "PERSON"}, {"Sundar Pichai", "PERSON"}},
wantRels: nil},
{name: "multi_works_located", text: "John works for Microsoft. Microsoft is based in Redmond.",
wantEntities: [][2]string{{"John", "PERSON"}, {"Microsoft", "ORG"}, {"Redmond", "GPE"}},
wantRels: []relSpec{{"Microsoft", "located_in", "Redmond"}}},
{name: "no_entities", text: "The cat sat on the mat.",
wantEntities: nil,
wantRels: nil},
{name: "org_with_inc", text: "Microsoft Corporation was founded by Bill Gates.",
wantEntities: [][2]string{{"Bill Gates", "PERSON"}},
wantRels: []relSpec{{"Microsoft Corporation", "founded_by", "Bill Gates"}}},
{name: "located_city", text: "The restaurant is located in Paris.",
wantEntities: [][2]string{{"Paris", "GPE"}},
wantRels: nil},
}
// ---------------------------------------------------------------------------
// Fast unit tests (pure Go, no Python dependency)
// ---------------------------------------------------------------------------
func TestDetectLanguage(t *testing.T) {
tests := []struct {
text string
want string
}{
{"Hello world", "en"},
{"你好世界", "zh"},
{"こんにちは世界", "ja"},
{"阿里巴巴由马云创立", "zh"},
{"アップルは", "ja"},
}
for _, tt := range tests {
got := DetectLanguage(tt.text)
if got != tt.want {
t.Errorf("DetectLanguage(%q) = %q, want %q", tt.text, got, tt.want)
}
}
}