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"target-feature=+aes,+sse2"] diff --git a/backend/src/keyword_search.rs b/backend/src/keyword_search.rs new file mode 100644 index 0000000..31364cf --- /dev/null +++ b/backend/src/keyword_search.rs @@ -0,0 +1,267 @@ +use clap::{Args, Parser, Subcommand}; +use seekstorm::index::{Index, open_index}; +use std::path::Path; +use std::sync::Arc; +use tokio::sync::RwLock; + +struct SearchFn { + path_to_index: String, +} + +impl SearchFn { + pub async fn new(&self) -> SearchFn { + use seekstorm::index::{ + AccessType, FrequentwordType, IndexMetaObject, NgramSet, SimilarityType, StemmerType, + StopwordType, TokenizerType, create_index, + }; + + ///TODO + let schema_json = r#" + [{"field":"title","field_type":"Text","stored":false,"indexed":false}, + {"field":"body","field_type":"Text","stored":true,"indexed":true}, + {"field":"url","field_type":"Text","stored":false,"indexed":false}]"#; + let schema = serde_json::from_str(schema_json).unwrap(); + let meta = IndexMetaObject { + id: 0, + name: "acho_index".into(), + similarity: SimilarityType::Bm25f, + tokenizer: TokenizerType::AsciiAlphabetic, + stemmer: StemmerType::None, + stop_words: StopwordType::None, + frequent_words: FrequentwordType::English, + ngram_indexing: NgramSet::NgramFF as u8, + access_type: AccessType::Mmap, + spelling_correction: None, + query_completion: None, + }; + let segment_number_bits1 = 11; + let index_arc = create_index( + Path::new(self.path_to_index.as_str()), + meta, + &schema, + &Vec::new(), + 11, + false, + None, + ) + .await; + + SearchFn { + path_to_index: self.path_to_index.clone(), + } + } + + pub async fn update_index(&self) -> Result<(), Box> { + use seekstorm::commit::Commit; + use seekstorm::index::UpdateDocuments; + + ///TODO + let id_document_vec_json = r#" + [[1,{"title":"title1 test","body":"body1","url":"url1"}], + [2,{"title":"title3 test","body":"body3 test","url":"url3"}]]"#; + let id_document_vec = serde_json::from_str(id_document_vec_json).unwrap(); + let index_arc = open_index(Path::new(&self.path_to_index), false).await; + + match index_arc { + Ok(index_arc) => { + index_arc.update_documents(id_document_vec).await; + index_arc.commit().await; + } + + Err(error) => { + // Err::<(error); + } + } + + Ok(()) + } + + pub async fn ingest_pdf_dir(&self, dir_path: &Path) -> Result<(), Box> { + use seekstorm::ingest::IndexPdfFile; + + let file_path = Path::new(&dir_path); + let index_arc = open_index(Path::new(self.path_to_index.as_str()), false).await; + + match index_arc { + Ok(mut index_arc) => { + let _ = index_arc.index_pdf_file(file_path).await; + } + + Err(error) => { + // Err(error.into()); + println!("error: {}", error) + } + } + + Ok(()) + } + + pub async fn ingest_json(&self, json_file: &Path) -> Result<(), Box> { + use seekstorm::ingest::IngestJson; + + let index_arc = open_index(Path::new(self.path_to_index.as_str()), false).await; + + match index_arc { + Ok(mut index_arc) => { + index_arc.ingest_json(json_file).await; + println!("{}", self.path_to_index); + } + + Err(error) => { + // Err(error.into()); + println!("error: {}", error) + } + } + + Ok(()) + } + + ///For reset functionality, clearing index + pub async fn delete_index(&self) -> () { + let index_arc = open_index(Path::new(self.path_to_index.as_str()), false).await; + + match index_arc { + Ok(index_arc) => { + let _ = index_arc.write().await.delete_index(); + } + + Err(error) => { + // Err(error.into()); + } + } + } + ///Functionality to search index + pub async fn search_index(&self, query: String) { + use seekstorm::highlighter::{Highlight, highlighter}; + use seekstorm::search::{QueryFacet, QueryRewriting, QueryType, ResultType, Search}; + use std::collections::HashSet; + + let offset = 0; + let length = 10; + let query_type = QueryType::Intersection; + let result_type = ResultType::TopkCount; + let include_uncommitted = false; + let field_filter = Vec::new(); + let query_facets = vec![QueryFacet::String16 { + field: "town".to_string(), + prefix: "".to_string(), + length: u16::MAX, + }]; + let facet_filter = Vec::new(); + + ///TODO + let result_sort = Vec::new(); + let index_arc = open_index(Path::new(self.path_to_index.as_str()), false).await; + println!("{}", query); + + match index_arc { + Ok(index_arc) => { + let result_object = index_arc + .search( + query, + query_type, + offset, + length, + result_type, + include_uncommitted, + field_filter, + query_facets, + facet_filter, + result_sort, + QueryRewriting::SearchOnly, + ) + .await; + + // ### display results + + let highlights: Vec = vec![Highlight { + field: "body".to_owned(), + name: String::new(), + fragment_number: 2, + fragment_size: 160, + highlight_markup: true, + ..Default::default() + }]; + let highlighter = + Some(highlighter(&index_arc, highlights, result_object.query_terms).await); + let return_fields_filter = HashSet::new(); + let distance_fields = Vec::new(); + let index = index_arc.write().await; + + ///TODO: specify return type + for result in result_object.results.iter() { + let doc = index + .get_document( + result.doc_id, + false, + &highlighter, + &return_fields_filter, + &distance_fields, + ) + .await + .unwrap(); + println!( + "result {} rank {} body field {:?}", + result.doc_id, + result.score, + doc.get("body") + ); + } + println!( + "result counts {} {} {}", + result_object.results.len(), + result_object.result_count, + result_object.result_count_total + ); + + println!( + "{}", + serde_json::to_string_pretty(&result_object.facets).unwrap() + ); + } + + Err(error) => { + // Err(error.into()); + } + } + } +} + +///CLI for keyword search +#[derive(Parser, Debug)] +#[command(version, about = "Index documents")] +pub struct SearchCli { + #[command(subcommand)] + pub action: Action, +} + +#[derive(Subcommand, Debug)] +pub enum Action { + Index { path_to_file: String }, + Search { keyword: String }, +} + +pub async fn search() -> Result<(), Box> { + let cli = SearchCli::parse(); + + match &cli.action { + Action::Index { path_to_file } => { + let user_search = SearchFn::new(&SearchFn { + path_to_index: String::from(""), //TODO: Add path_to_index + }) + .await; + let _ = user_search.ingest_json(Path::new(&path_to_file)).await; + Ok(()) + } + + Action::Search { keyword } => { + let user_search = SearchFn::new(&SearchFn { + path_to_index: String::from(""), //TODO: Add path_to_index + }) + .await; + + let _ = user_search.search_index(keyword.to_string()).await; + Ok(()) + } + } +} diff --git a/backend/src/lib.rs b/backend/src/lib.rs index 8b13789..8a52d2b 100644 --- a/backend/src/lib.rs +++ b/backend/src/lib.rs @@ -1 +1 @@ - +pub mod keyword_search;