aitzol/Plume
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Switchable tokenizer (#776)

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* [REFACTORING]Rename whitespace_tokenizer to tag_tokenizer for
registration

Name representing its purpose is preferred.

* Add lindera-tantivy to plume-model's dependencies

* Install lindera-tantivy

* Add SearchTokenizerConfig struct

* Add search tokenizers to config option

* Use CONFIG for tokenizers

* Use enum to hold tokenizer config instead of initializing on config phase

* Use guard instead of duplicate default values

* Use as_deref() instead of guard

* Move SearchTokenizer from plume-models to plume-models::search::tokenizer

* Rename SearchTokenizer to TokenizerKind

* Define SearchTokenierConfig::determine_tokenizer()

* Use determine_tokenizer in SearchTokenizerConfig::init()

* Pass tokenizer config to Searcher methods

* Add LowerCase filter to Lindera tokenizer

* Add test for Lindera tokenizer

* Define SEARCH_LANG env to specify tokenizers set

* Run cargo fmt

* Make Lindera tokenizer optional

* Fix typos
This commit is contained in:
KITAITI Makoto 2020-06-17 23:57:28 +09:00 committed by GitHub
parent 297d9fcf40
commit 92a386277b
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13 changed files with 626 additions and 92 deletions
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"checksum try_from 0.3.2 (registry+https://github.com/rust-lang/crates.io-index)" = "283d3b89e1368717881a9d51dad843cc435380d8109c9e47d38780a324698d8b"
@ -4331,12 +4730,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
"checksum void 1.0.2 (registry+https://github.com/rust-lang/crates.io-index)" = "6a02e4885ed3bc0f2de90ea6dd45ebcbb66dacffe03547fadbb0eeae2770887d"
"checksum walkdir 2.3.1 (registry+https://github.com/rust-lang/crates.io-index)" = "777182bc735b6424e1a57516d35ed72cb8019d85c8c9bf536dccb3445c1a2f7d"
"checksum want 0.2.0 (registry+https://github.com/rust-lang/crates.io-index)" = "b6395efa4784b027708f7451087e647ec73cc74f5d9bc2e418404248d679a230"
"checksum want 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)" = "1ce8a968cb1cd110d136ff8b819a556d6fb6d919363c61534f6860c7eb172ba0"
"checksum wasi 0.9.0+wasi-snapshot-preview1 (registry+https://github.com/rust-lang/crates.io-index)" = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
"checksum wasm-bindgen 0.2.60 (registry+https://github.com/rust-lang/crates.io-index)" = "2cc57ce05287f8376e998cbddfb4c8cb43b84a7ec55cf4551d7c00eef317a47f"
"checksum wasm-bindgen-backend 0.2.60 (registry+https://github.com/rust-lang/crates.io-index)" = "d967d37bf6c16cca2973ca3af071d0a2523392e4a594548155d89a678f4237cd"
"checksum wasm-bindgen-macro 0.2.60 (registry+https://github.com/rust-lang/crates.io-index)" = "8bd151b63e1ea881bb742cd20e1d6127cef28399558f3b5d415289bc41eee3a4"
"checksum wasm-bindgen-macro-support 0.2.60 (registry+https://github.com/rust-lang/crates.io-index)" = "d68a5b36eef1be7868f668632863292e37739656a80fc4b9acec7b0bd35a4931"
"checksum wasm-bindgen-shared 0.2.60 (registry+https://github.com/rust-lang/crates.io-index)" = "daf76fe7d25ac79748a37538b7daeed1c7a6867c92d3245c12c6222e4a20d639"
"checksum wasm-bindgen 0.2.62 (registry+https://github.com/rust-lang/crates.io-index)" = "e3c7d40d09cdbf0f4895ae58cf57d92e1e57a9dd8ed2e8390514b54a47cc5551"
"checksum wasm-bindgen-backend 0.2.62 (registry+https://github.com/rust-lang/crates.io-index)" = "c3972e137ebf830900db522d6c8fd74d1900dcfc733462e9a12e942b00b4ac94"
"checksum wasm-bindgen-futures 0.4.12 (registry+https://github.com/rust-lang/crates.io-index)" = "8a369c5e1dfb7569e14d62af4da642a3cbc2f9a3652fe586e26ac22222aa4b04"
"checksum wasm-bindgen-macro 0.2.62 (registry+https://github.com/rust-lang/crates.io-index)" = "2cd85aa2c579e8892442954685f0d801f9129de24fa2136b2c6a539c76b65776"
"checksum wasm-bindgen-macro-support 0.2.62 (registry+https://github.com/rust-lang/crates.io-index)" = "8eb197bd3a47553334907ffd2f16507b4f4f01bbec3ac921a7719e0decdfe72a"
"checksum wasm-bindgen-shared 0.2.62 (registry+https://github.com/rust-lang/crates.io-index)" = "a91c2916119c17a8e316507afaaa2dd94b47646048014bbdf6bef098c1bb58ad"
"checksum web-sys 0.3.39 (registry+https://github.com/rust-lang/crates.io-index)" = "8bc359e5dd3b46cb9687a051d50a2fdd228e4ba7cf6fcf861a5365c3d671a642"
"checksum webfinger 0.4.1 (registry+https://github.com/rust-lang/crates.io-index)" = "ec24b1b0700d4b466d280228ed0f62274eedeaa80206820f071fdc8ed787b664"
"checksum whatlang 0.7.3 (registry+https://github.com/rust-lang/crates.io-index)" = "3437a8cc85accfcd03f291a2d2a6ae8400fa78ad6f2b6aa6c38d2badb6e378e9"
"checksum which 2.0.1 (registry+https://github.com/rust-lang/crates.io-index)" = "b57acb10231b9493c8472b20cb57317d0679a49e0bdbee44b3b803a6473af164"
@ -4349,6 +4751,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
"checksum winreg 0.6.2 (registry+https://github.com/rust-lang/crates.io-index)" = "b2986deb581c4fe11b621998a5e53361efe6b48a151178d0cd9eeffa4dc6acc9"
"checksum winutil 0.1.1 (registry+https://github.com/rust-lang/crates.io-index)" = "7daf138b6b14196e3830a588acf1e86966c694d3e8fb026fb105b8b5dca07e6e"
"checksum ws2_32-sys 0.2.1 (registry+https://github.com/rust-lang/crates.io-index)" = "d59cefebd0c892fa2dd6de581e937301d8552cb44489cdff035c6187cb63fa5e"
"checksum xattr 0.2.2 (registry+https://github.com/rust-lang/crates.io-index)" = "244c3741f4240ef46274860397c7c74e50eb23624996930e484c16679633a54c"
"checksum xml-rs 0.8.2 (registry+https://github.com/rust-lang/crates.io-index)" = "2bb76e5c421bbbeb8924c60c030331b345555024d56261dae8f3e786ed817c23"
"checksum yaml-rust 0.4.3 (registry+https://github.com/rust-lang/crates.io-index)" = "65923dd1784f44da1d2c3dbbc5e822045628c590ba72123e1c73d3c230c4434d"
"checksum yansi 0.4.0 (registry+https://github.com/rust-lang/crates.io-index)" = "d60c3b48c9cdec42fb06b3b84b5b087405e1fa1c644a1af3930e4dfafe93de48"

1
Cargo.toml
View File

@ -78,6 +78,7 @@ postgres = ["plume-models/postgres", "diesel/postgres"]
sqlite = ["plume-models/sqlite", "diesel/sqlite"]
debug-mailer = []
test = []
search-lindera = ["plume-models/search-lindera"]
[workspace]
members = ["plume-api", "plume-cli", "plume-models", "plume-common", "plume-front", "plume-macro"]

1
plume-cli/Cargo.toml
View File

@ -23,3 +23,4 @@ path = "../plume-models"
[features]
postgres = ["plume-models/postgres", "diesel/postgres"]
sqlite = ["plume-models/sqlite", "diesel/sqlite"]
search-lindera = ["plume-models/search-lindera"]

5
plume-cli/src/search.rs
View File

@ -82,7 +82,7 @@ fn init<'a>(args: &ArgMatches<'a>, conn: &Connection) {
}
};
if can_do || force {
let searcher = Searcher::create(&path).unwrap();
let searcher = Searcher::create(&path, &CONFIG.search_tokenizers).unwrap();
refill(args, conn, Some(searcher));
} else {
eprintln!(
@ -98,7 +98,8 @@ fn refill<'a>(args: &ArgMatches<'a>, conn: &Connection, searcher: Option<Searche
Some(path) => Path::new(path).join("search_index"),
None => Path::new(&CONFIG.search_index).to_path_buf(),
};
let searcher = searcher.unwrap_or_else(|| Searcher::open(&path).unwrap());
let searcher =
searcher.unwrap_or_else(|| Searcher::open(&path, &CONFIG.search_tokenizers).unwrap());
searcher.fill(conn).expect("Couldn't import post");
println!("Commiting result");

2
plume-models/Cargo.toml
View File

@ -30,6 +30,7 @@ whatlang = "0.7.1"
shrinkwraprs = "0.2.1"
diesel-derive-newtype = "0.1.2"
glob = "0.3.0"
lindera-tantivy = { version = "0.1.2", optional = true }
[dependencies.chrono]
features = ["serde"]
@ -54,3 +55,4 @@ diesel_migrations = "1.3.0"
[features]
postgres = ["diesel/postgres", "plume-macro/postgres" ]
sqlite = ["diesel/sqlite", "plume-macro/sqlite" ]
search-lindera = ["lindera-tantivy"]

7
plume-models/src/blogs.rs
View File

@ -498,6 +498,7 @@ pub(crate) mod tests {
use super::*;
use crate::{
blog_authors::*,
config::CONFIG,
instance::tests as instance_tests,
medias::NewMedia,
search::tests::get_searcher,
@ -767,7 +768,9 @@ pub(crate) mod tests {
conn.test_transaction::<_, (), _>(|| {
let (_, blogs) = fill_database(conn);
blogs[0].delete(conn, &get_searcher()).unwrap();
blogs[0]
.delete(conn, &get_searcher(&CONFIG.search_tokenizers))
.unwrap();
assert!(Blog::get(conn, blogs[0].id).is_err());
Ok(())
})
@ -777,7 +780,7 @@ pub(crate) mod tests {
fn delete_via_user() {
let conn = &db();
conn.test_transaction::<_, (), _>(|| {
let searcher = get_searcher();
let searcher = get_searcher(&CONFIG.search_tokenizers);
let (user, _) = fill_database(conn);
let b1 = Blog::insert(

53
plume-models/src/config.rs
View File

@ -1,3 +1,4 @@
use crate::search::TokenizerKind as SearchTokenizer;
use rocket::config::Limits;
use rocket::Config as RocketConfig;
use std::env::{self, var};
@ -14,6 +15,7 @@ pub struct Config {
pub db_max_size: Option<u32>,
pub db_min_idle: Option<u32>,
pub search_index: String,
pub search_tokenizers: SearchTokenizerConfig,
pub rocket: Result<RocketConfig, RocketError>,
pub logo: LogoConfig,
pub default_theme: String,
@ -188,6 +190,56 @@ impl Default for LogoConfig {
}
}
pub struct SearchTokenizerConfig {
pub tag_tokenizer: SearchTokenizer,
pub content_tokenizer: SearchTokenizer,
pub property_tokenizer: SearchTokenizer,
}
impl SearchTokenizerConfig {
pub fn init() -> Self {
use SearchTokenizer::*;
match var("SEARCH_LANG").ok().as_deref() {
Some("ja") => {
#[cfg(not(feature = "search-lindera"))]
panic!("You need build Plume with search-lindera feature, or execute it with SEARCH_TAG_TOKENIZER=ngram and SEARCH_CONTENT_TOKENIZER=ngram to enable Japanese search feature");
#[cfg(feature = "search-lindera")]
Self {
tag_tokenizer: Self::determine_tokenizer("SEARCH_TAG_TOKENIZER", Lindera),
content_tokenizer: Self::determine_tokenizer(
"SEARCH_CONTENT_TOKENIZER",
Lindera,
),
property_tokenizer: Ngram,
}
}
_ => Self {
tag_tokenizer: Self::determine_tokenizer("SEARCH_TAG_TOKENIZER", Whitespace),
content_tokenizer: Self::determine_tokenizer("SEARCH_CONTENT_TOKENIZER", Simple),
property_tokenizer: Ngram,
},
}
}
fn determine_tokenizer(var_name: &str, default: SearchTokenizer) -> SearchTokenizer {
use SearchTokenizer::*;
match var(var_name).ok().as_deref() {
Some("simple") => Simple,
Some("ngram") => Ngram,
Some("whitespace") => Whitespace,
Some("lindera") => {
#[cfg(not(feature = "search-lindera"))]
panic!("You need build Plume with search-lindera feature to use Lindera tokenizer");
#[cfg(feature = "search-lindera")]
Lindera
}
_ => default,
}
}
}
lazy_static! {
pub static ref CONFIG: Config = Config {
base_url: var("BASE_URL").unwrap_or_else(|_| format!(
@ -209,6 +261,7 @@ lazy_static! {
#[cfg(feature = "sqlite")]
database_url: var("DATABASE_URL").unwrap_or_else(|_| format!("{}.sqlite", DB_NAME)),
search_index: var("SEARCH_INDEX").unwrap_or_else(|_| "search_index".to_owned()),
search_tokenizers: SearchTokenizerConfig::init(),
rocket: get_rocket_config(),
logo: LogoConfig::default(),
default_theme: var("DEFAULT_THEME").unwrap_or_else(|_| "default-light".to_owned()),

2
plume-models/src/lib.rs
View File

@ -320,7 +320,7 @@ mod tests {
pub fn rockets() -> super::PlumeRocket {
super::PlumeRocket {
conn: db_conn::DbConn((*DB_POOL).get().unwrap()),
searcher: Arc::new(search::tests::get_searcher()),
searcher: Arc::new(search::tests::get_searcher(&CONFIG.search_tokenizers)),
worker: Arc::new(ScheduledThreadPool::new(2)),
user: None,
}

86
plume-models/src/search/mod.rs
View File

@ -3,10 +3,11 @@ mod searcher;
mod tokenizer;
pub use self::query::PlumeQuery as Query;
pub use self::searcher::*;
pub use self::tokenizer::TokenizerKind;
#[cfg(test)]
pub(crate) mod tests {
use super::{Query, Searcher};
use super::{Query, Searcher, TokenizerKind};
use diesel::Connection;
use plume_common::utils::random_hex;
use std::env::temp_dir;
@ -14,18 +15,20 @@ pub(crate) mod tests {
use crate::{
blogs::tests::fill_database,
config::SearchTokenizerConfig,
post_authors::*,
posts::{NewPost, Post},
safe_string::SafeString,
tests::db,
CONFIG,
};
pub(crate) fn get_searcher() -> Searcher {
pub(crate) fn get_searcher(tokenizers: &SearchTokenizerConfig) -> Searcher {
let dir = temp_dir().join(&format!("plume-test-{}", random_hex()));
if dir.exists() {
Searcher::open(&dir)
Searcher::open(&dir, tokenizers)
} else {
Searcher::create(&dir)
Searcher::create(&dir, tokenizers)
}
.unwrap()
}
@ -100,27 +103,27 @@ pub(crate) mod tests {
fn open() {
let dir = temp_dir().join(format!("plume-test-{}", random_hex()));
{
Searcher::create(&dir).unwrap();
Searcher::create(&dir, &CONFIG.search_tokenizers).unwrap();
}
Searcher::open(&dir).unwrap();
Searcher::open(&dir, &CONFIG.search_tokenizers).unwrap();
}
#[test]
fn create() {
let dir = temp_dir().join(format!("plume-test-{}", random_hex()));
assert!(Searcher::open(&dir).is_err());
assert!(Searcher::open(&dir, &CONFIG.search_tokenizers).is_err());
{
Searcher::create(&dir).unwrap();
Searcher::create(&dir, &CONFIG.search_tokenizers).unwrap();
}
Searcher::open(&dir).unwrap(); //verify it's well created
Searcher::open(&dir, &CONFIG.search_tokenizers).unwrap(); //verify it's well created
}
#[test]
fn search() {
let conn = &db();
conn.test_transaction::<_, (), _>(|| {
let searcher = get_searcher();
let searcher = get_searcher(&CONFIG.search_tokenizers);
let blog = &fill_database(conn).1[0];
let author = &blog.list_authors(conn).unwrap()[0];
@ -180,10 +183,69 @@ pub(crate) mod tests {
});
}
#[cfg(feature = "search-lindera")]
#[test]
fn search_japanese() {
let conn = &db();
conn.test_transaction::<_, (), _>(|| {
let tokenizers = SearchTokenizerConfig {
tag_tokenizer: TokenizerKind::Lindera,
content_tokenizer: TokenizerKind::Lindera,
property_tokenizer: TokenizerKind::Ngram,
};
let searcher = get_searcher(&tokenizers);
let blog = &fill_database(conn).1[0];
let title = random_hex()[..8].to_owned();
let post = Post::insert(
conn,
NewPost {
blog_id: blog.id,
slug: title.clone(),
title: title.clone(),
content: SafeString::new("ブログエンジンPlumeです。"),
published: true,
license: "CC-BY-SA".to_owned(),
ap_url: "".to_owned(),
creation_date: None,
subtitle: "".to_owned(),
source: "".to_owned(),
cover_id: None,
},
&searcher,
)
.unwrap();
searcher.commit();
assert_eq!(
searcher.search_document(conn, Query::from_str("ブログエンジン").unwrap(), (0, 1))
[0]
.id,
post.id
);
assert_eq!(
searcher.search_document(conn, Query::from_str("Plume").unwrap(), (0, 1))[0].id,
post.id
);
assert_eq!(
searcher.search_document(conn, Query::from_str("です").unwrap(), (0, 1))[0].id,
post.id
);
assert_eq!(
searcher.search_document(conn, Query::from_str("。").unwrap(), (0, 1))[0].id,
post.id
);
Ok(())
});
}
#[test]
fn drop_writer() {
let searcher = get_searcher();
let searcher = get_searcher(&CONFIG.search_tokenizers);
searcher.drop_writer();
get_searcher();
get_searcher(&CONFIG.search_tokenizers);
}
}

50
plume-models/src/search/searcher.rs
View File

@ -1,18 +1,14 @@
use crate::{
instance::Instance,
posts::Post,
schema::posts,
search::{query::PlumeQuery, tokenizer},
tags::Tag,
Connection, Result,
config::SearchTokenizerConfig, instance::Instance, posts::Post, schema::posts,
search::query::PlumeQuery, tags::Tag, Connection, Result,
};
use chrono::Datelike;
use diesel::{ExpressionMethods, QueryDsl, RunQueryDsl};
use itertools::Itertools;
use std::{cmp, fs::create_dir_all, path::Path, sync::Mutex};
use tantivy::{
collector::TopDocs, directory::MmapDirectory, schema::*, tokenizer::*, Index, IndexReader,
IndexWriter, ReloadPolicy, Term,
collector::TopDocs, directory::MmapDirectory, schema::*, Index, IndexReader, IndexWriter,
ReloadPolicy, Term,
};
use whatlang::{detect as detect_lang, Lang};
@ -34,7 +30,7 @@ impl Searcher {
pub fn schema() -> Schema {
let tag_indexing = TextOptions::default().set_indexing_options(
TextFieldIndexing::default()
.set_tokenizer("whitespace_tokenizer")
.set_tokenizer("tag_tokenizer")
.set_index_option(IndexRecordOption::Basic),
);
@ -70,17 +66,7 @@ impl Searcher {
schema_builder.build()
}
pub fn create(path: &dyn AsRef<Path>) -> Result<Self> {
let whitespace_tokenizer =
TextAnalyzer::from(tokenizer::WhitespaceTokenizer).filter(LowerCaser);
let content_tokenizer = TextAnalyzer::from(SimpleTokenizer)
.filter(RemoveLongFilter::limit(40))
.filter(LowerCaser);
let property_tokenizer =
TextAnalyzer::from(NgramTokenizer::new(2, 8, false)).filter(LowerCaser);
pub fn create(path: &dyn AsRef<Path>, tokenizers: &SearchTokenizerConfig) -> Result<Self> {
let schema = Self::schema();
create_dir_all(path).map_err(|_| SearcherError::IndexCreationError)?;
@ -92,9 +78,9 @@ impl Searcher {
{
let tokenizer_manager = index.tokenizers();
tokenizer_manager.register("whitespace_tokenizer", whitespace_tokenizer);
tokenizer_manager.register("content_tokenizer", content_tokenizer);
tokenizer_manager.register("property_tokenizer", property_tokenizer);
tokenizer_manager.register("tag_tokenizer", tokenizers.tag_tokenizer);
tokenizer_manager.register("content_tokenizer", tokenizers.content_tokenizer);
tokenizer_manager.register("property_tokenizer", tokenizers.property_tokenizer);
} //to please the borrow checker
Ok(Self {
writer: Mutex::new(Some(
@ -111,26 +97,16 @@ impl Searcher {
})
}
pub fn open(path: &dyn AsRef<Path>) -> Result<Self> {
let whitespace_tokenizer =
TextAnalyzer::from(tokenizer::WhitespaceTokenizer).filter(LowerCaser);
let content_tokenizer = TextAnalyzer::from(SimpleTokenizer)
.filter(RemoveLongFilter::limit(40))
.filter(LowerCaser);
let property_tokenizer =
TextAnalyzer::from(NgramTokenizer::new(2, 8, false)).filter(LowerCaser);
pub fn open(path: &dyn AsRef<Path>, tokenizers: &SearchTokenizerConfig) -> Result<Self> {
let mut index =
Index::open(MmapDirectory::open(path).map_err(|_| SearcherError::IndexOpeningError)?)
.map_err(|_| SearcherError::IndexOpeningError)?;
{
let tokenizer_manager = index.tokenizers();
tokenizer_manager.register("whitespace_tokenizer", whitespace_tokenizer);
tokenizer_manager.register("content_tokenizer", content_tokenizer);
tokenizer_manager.register("property_tokenizer", property_tokenizer);
tokenizer_manager.register("tag_tokenizer", tokenizers.tag_tokenizer);
tokenizer_manager.register("content_tokenizer", tokenizers.content_tokenizer);
tokenizer_manager.register("property_tokenizer", tokenizers.property_tokenizer);
} //to please the borrow checker
let writer = index
.writer(50_000_000)

31
plume-models/src/search/tokenizer.rs
View File

@ -1,5 +1,34 @@
#[cfg(feature = "search-lindera")]
use lindera_tantivy::tokenizer::LinderaTokenizer;
use std::str::CharIndices;
use tantivy::tokenizer::{BoxTokenStream, Token, TokenStream, Tokenizer};
use tantivy::tokenizer::*;
#[derive(Clone, Copy)]
pub enum TokenizerKind {
Simple,
Ngram,
Whitespace,
#[cfg(feature = "search-lindera")]
Lindera,
}
impl From<TokenizerKind> for TextAnalyzer {
fn from(tokenizer: TokenizerKind) -> TextAnalyzer {
use TokenizerKind::*;
match tokenizer {
Simple => TextAnalyzer::from(SimpleTokenizer)
.filter(RemoveLongFilter::limit(40))
.filter(LowerCaser),
Ngram => TextAnalyzer::from(NgramTokenizer::new(2, 8, false)).filter(LowerCaser),
Whitespace => TextAnalyzer::from(WhitespaceTokenizer).filter(LowerCaser),
#[cfg(feature = "search-lindera")]
Lindera => {
TextAnalyzer::from(LinderaTokenizer::new("decompose", "")).filter(LowerCaser)
}
}
}
}
/// Tokenize the text by splitting on whitespaces. Pretty much a copy of Tantivy's SimpleTokenizer,
/// but not splitting on punctuation

5
plume-models/src/users.rs
View File

@ -1026,6 +1026,7 @@ impl NewUser {
pub(crate) mod tests {
use super::*;
use crate::{
config::CONFIG,
instance::{tests as instance_tests, Instance},
search::tests::get_searcher,
tests::{db, rockets},
@ -1122,7 +1123,9 @@ pub(crate) mod tests {
let inserted = fill_database(conn);
assert!(User::get(conn, inserted[0].id).is_ok());
inserted[0].delete(conn, &get_searcher()).unwrap();
inserted[0]
.delete(conn, &get_searcher(&CONFIG.search_tokenizers))
.unwrap();
assert!(User::get(conn, inserted[0].id).is_err());
Ok(())
});

2
src/main.rs
View File

@ -98,7 +98,7 @@ Then try to restart Plume.
let workpool = ScheduledThreadPool::with_name("worker {}", num_cpus::get());
// we want a fast exit here, so
#[allow(clippy::match_wild_err_arm)]
let searcher = match UnmanagedSearcher::open(&CONFIG.search_index) {
let searcher = match UnmanagedSearcher::open(&CONFIG.search_index, &CONFIG.search_tokenizers) {
Err(Error::Search(e)) => match e {
SearcherError::WriteLockAcquisitionError => panic!(
r#"