Created
February 18, 2021 09:11
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test for cangjie tokenstream
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use tantivy::{SnippetGenerator, collector::TopDocs}; | |
use tantivy::query::QueryParser; | |
use tantivy::schema::*; | |
use tantivy::{doc, Index, ReloadPolicy}; | |
use cang_jie::{CangJieTokenizer, TokenizerOption, CANG_JIE}; | |
use jieba_rs::Jieba; | |
use std::sync::Arc; | |
fn tokenizer() -> CangJieTokenizer { | |
CangJieTokenizer { | |
worker: Arc::new(Jieba::empty()), // empty dictionary | |
option: TokenizerOption::Unicode, | |
} | |
} | |
fn main() { | |
let mut schema_builder = Schema::builder(); | |
let text_indexing = TextFieldIndexing::default() | |
.set_tokenizer(CANG_JIE) // Set custom tokenizer | |
.set_index_option(IndexRecordOption::WithFreqsAndPositions); | |
let text_options = TextOptions::default() | |
.set_indexing_options(text_indexing) | |
.set_stored(); | |
schema_builder.add_text_field("title", text_options); | |
let schema = schema_builder.build(); | |
let index = Index::create_in_ram(schema.clone()); | |
index.tokenizers().register(CANG_JIE, tokenizer()); | |
let mut index_writer = index.writer(50_000_000).unwrap(); | |
let title = schema.get_field("title").unwrap(); | |
index_writer.add_document(doc! {title => "Old Man and the Sea"}); | |
index_writer.add_document(doc! {title => "老人与海"}); | |
index_writer.commit().unwrap(); | |
let reader = index | |
.reader_builder() | |
.reload_policy(ReloadPolicy::OnCommit) | |
.try_into().unwrap(); | |
let searcher = reader.searcher(); | |
let query_parser = QueryParser::for_index(&index, vec![title]); | |
let query = query_parser.parse_query("Old").unwrap(); | |
let top_docs = searcher.search(&query, &TopDocs::with_limit(10)).unwrap(); | |
let snip_gen = SnippetGenerator::create(&searcher, &*query, title).unwrap(); | |
for (_score, doc_address) in top_docs { | |
let retrieved_doc = searcher.doc(doc_address).unwrap(); | |
let s = snip_gen.snippet_from_doc(&retrieved_doc); | |
println!("{:#?}", s.to_html()); | |
} | |
} |
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