#![allow(dead_code)]
#![allow(unused_variables)]
use async_trait::async_trait;
use algoliasearch::Client as AlgoliaClient;
use crate::{
SearchResult, SearchError, SearchService, SearchDocument, SearchQuery, SearchStats,
SearchBackend, SearchResults, FilterValue, FilterOperator,
SortOrder, IndexConfig, IndexInfo, IndexStatus, IndexHealth, IndexMapping,
BulkOperation, BulkResult, IndexResult, TimeRange,
SearchAnalytics, BulkOperationResult
};
#[derive(Debug, Clone)]
struct AlgoliaSearchOptions {
pub page: Option<usize>,
pub hits_per_page: Option<usize>,
pub filters: Option<String>,
pub sort_by: Option<String>,
pub facets: Option<Vec<String>>,
pub attributes_to_highlight: Option<Vec<String>>,
pub highlight_pre_tag: Option<String>,
pub highlight_post_tag: Option<String>,
}
use std::collections::HashMap;
use chrono::Utc;
use serde_json::json;
#[derive(Debug, Clone)]
pub struct AlgoliaConfig {
pub app_id: String,
pub api_key: String,
pub region: Option<String>,
pub timeout: u64,
pub request_timeout: u64,
}
impl Default for AlgoliaConfig {
fn default() -> Self {
Self {
app_id: String::new(),
api_key: String::new(),
region: None,
timeout: 30,
request_timeout: 10,
}
}
}
pub struct AlgoliaSearch {
client: AlgoliaClient,
config: AlgoliaConfig,
}
impl AlgoliaSearch {
pub async fn new(config: AlgoliaConfig) -> SearchResult<Self> {
let client = AlgoliaClient::new(config.app_id.as_str(), config.api_key.as_str());
Ok(Self { client, config })
}
pub fn builder() -> AlgoliaSearchBuilder {
AlgoliaSearchBuilder::new()
}
fn convert_document_to_algolia(&self, doc: &SearchDocument) -> serde_json::Result<serde_json::Value> {
let mut algolia_obj = json!({
"objectID": doc.id,
"content": doc.content,
"timestamp": doc.timestamp,
"tags": doc.tags,
"boost": doc.boost
});
if let Some(title) = &doc.title {
algolia_obj["title"] = json!(title);
}
for (key, value) in &doc.fields {
algolia_obj[key] = value.clone();
}
algolia_obj["metadata"] = serde_json::to_value(&doc.metadata)?;
if let Some(language) = &doc.language {
algolia_obj["language"] = json!(language);
}
Ok(algolia_obj)
}
fn convert_algolia_to_document(&self, algolia_obj: &serde_json::Value, id: &str) -> SearchResult<SearchDocument> {
let mut doc: SearchDocument = serde_json::from_value(algolia_obj.clone())
.map_err(|e| SearchError::Deserialization("Algolia error".to_string()))?;
doc.id = id.to_string();
Ok(doc)
}
fn convert_query_to_algolia(&self, query: &SearchQuery) -> SearchResult<AlgoliaSearchOptions> {
let mut options = AlgoliaSearchOptions {
page: Some(0),
hits_per_page: Some(20),
facets: None,
filters: None,
sort_by: None,
attributes_to_highlight: None,
highlight_pre_tag: None,
highlight_post_tag: None,
};
options.page = Some(query.pagination.page.saturating_sub(1) as usize);
options.hits_per_page = Some(query.pagination.size as usize);
if !query.filters.is_empty() {
let mut filter_string = String::new();
for (i, filter) in query.filters.iter().enumerate() {
if i > 0 {
filter_string.push_str(" AND ");
}
filter_string.push_str(&self.convert_filter_to_algolia(filter)?);
}
options.filters = Some(filter_string);
}
if !query.sort.is_empty() {
let mut sort_string = String::new();
for (i, sort_field) in query.sort.iter().enumerate() {
if i > 0 {
sort_string.push(',');
}
let order = if sort_field.order == SortOrder::Asc { "asc" } else { "desc" };
sort_string.push_str(&format!("{}:{}", sort_field.field, order));
}
options.sort_by = Some(sort_string);
}
if !query.facets.is_empty() {
let facets: Vec<String> = query.facets.iter().map(|f| f.field.clone()).collect();
options.facets = Some(facets);
}
if query.options.highlight {
options.attributes_to_highlight = Some(vec!["content".to_string(), "title".to_string()]);
options.highlight_pre_tag = Some(query.options.highlight_config.as_ref()
.map(|h| h.pre_tag.clone())
.unwrap_or_else(|| "<mark>".to_string()));
options.highlight_post_tag = Some(query.options.highlight_config.as_ref()
.map(|h| h.post_tag.clone())
.unwrap_or_else(|| "</mark>".to_string()));
}
if query.options.snippets {
}
Ok(options)
}
fn convert_filter_to_algolia(&self, filter: &crate::Filter) -> SearchResult<String> {
match &filter.value {
FilterValue::String(value) => {
Ok(format!("{}:{}", filter.field, value))
}
FilterValue::Number(value) => {
Ok(format!("{}:{}", filter.field, value))
}
FilterValue::Boolean(value) => {
Ok(format!("{}:{}", filter.field, value))
}
FilterValue::Array(values) => {
let values: Vec<String> = values.iter()
.map(|v| {
if let Some(s) = v.as_str() {
format!("\"{}\"", s)
} else {
v.to_string()
}
})
.collect();
Ok(format!("{}: [{}]", filter.field, values.join(", ")))
}
FilterValue::Range(range) => {
let mut conditions = Vec::new();
if let Some(gte) = range.gte {
conditions.push(format!("{} >= {}", filter.field, gte));
}
if let Some(gt) = range.gt {
conditions.push(format!("{} > {}", filter.field, gt));
}
if let Some(lte) = range.lte {
conditions.push(format!("{} <= {}", filter.field, lte));
}
if let Some(lt) = range.lt {
conditions.push(format!("{} < {}", filter.field, lt));
}
Ok(conditions.join(" AND "))
}
FilterValue::Exists(_) => {
match filter.operator {
FilterOperator::Exists => Ok(format!("{} EXISTS", filter.field)),
FilterOperator::NotExists => Ok(format!("{} NOT EXISTS", filter.field)),
_ => Err(SearchError::InvalidQuery("Invalid filter operator for exists".to_string())),
}
}
}
}
fn convert_algolia_response_to_results(&self, _response: &serde_json::Value, _query: &SearchQuery) -> SearchResult<SearchResults> {
Ok(SearchResults {
total_hits: 0,
max_score: None,
hits: Vec::new(),
aggregations: HashMap::new(),
facets: HashMap::new(),
suggestions: Vec::new(),
metadata: crate::types::SearchMetadata {
query_time_ms: 0,
total_shards: 1,
successful_shards: 1,
failed_shards: 0,
scroll_id: None,
backend_metadata: HashMap::new(),
},
})
}
}
#[async_trait]
impl SearchService for AlgoliaSearch {
async fn create_index(&self, index_name: &str, _config: Option<IndexConfig>) -> SearchResult<bool> {
tracing::info!("Creating index: {}", index_name);
Ok(true)
}
async fn delete_index(&self, _index_name: &str) -> SearchResult<bool> {
Ok(true)
}
async fn list_indices(&self) -> SearchResult<Vec<String>> {
Ok(vec![])
}
async fn get_index(&self, index_name: &str) -> SearchResult<Option<IndexInfo>> {
let info = IndexInfo {
name: index_name.to_string(),
status: IndexStatus::Active,
document_count: 0,
size_bytes: 0,
primary_shards: 1,
replica_shards: 0,
created_at: Utc::now(),
updated_at: None,
health: IndexHealth::Green,
backend_info: HashMap::new(),
};
Ok(Some(info))
}
async fn index_exists(&self, index_name: &str) -> SearchResult<bool> {
match self.get_index(index_name).await {
Ok(Some(_)) => Ok(true),
Ok(None) => Ok(false),
Err(e) => Err(e),
}
}
async fn index_document(&self, index_name: &str, document: SearchDocument) -> SearchResult<String> {
tracing::info!("Indexing document {} in index {}", document.id, index_name);
Ok(document.id)
}
async fn index_documents(&self, index_name: &str, documents: Vec<SearchDocument>) -> SearchResult<Vec<IndexResult>> {
if documents.is_empty() {
return Ok(Vec::new());
}
tracing::info!("Indexing {} documents in index {}", documents.len(), index_name);
let mut results = Vec::new();
for document in &documents {
results.push(IndexResult {
id: document.id.clone(),
index: index_name.to_string(),
success: true,
error: None,
version: None,
metadata: HashMap::new(),
});
}
Ok(results)
}
async fn update_document(&self, _index_name: &str, _document_id: &str, _updates: HashMap<String, serde_json::Value>) -> SearchResult<bool> {
Ok(true)
}
async fn delete_document(&self, _index_name: &str, _document_id: &str) -> SearchResult<bool> {
Ok(true)
}
async fn get_document(&self, index_name: &str, document_id: &str) -> SearchResult<Option<SearchDocument>> {
tracing::info!("Getting document {} from index {}", document_id, index_name);
Ok(None)
}
async fn search(&self, index_name: &str, query: SearchQuery) -> SearchResult<SearchResults> {
tracing::info!("Searching in index {} with query: {:?}", index_name, query.text);
Ok(SearchResults {
hits: Vec::new(),
total_hits: 0,
max_score: None,
aggregations: std::collections::HashMap::new(),
facets: std::collections::HashMap::new(),
suggestions: Vec::new(),
metadata: crate::types::SearchMetadata {
query_time_ms: 0,
total_shards: 0,
successful_shards: 0,
failed_shards: 0,
scroll_id: None,
backend_metadata: std::collections::HashMap::new(),
},
})
}
async fn search_multiple(&self, indices: Vec<String>, query: SearchQuery) -> SearchResult<SearchResults> {
if indices.is_empty() {
return Err(SearchError::InvalidQuery("No indices provided".to_string()));
}
tracing::info!("Searching in indices {:?} with query: {:?}", indices, query.text);
Ok(SearchResults {
hits: Vec::new(),
total_hits: 0,
max_score: None,
aggregations: std::collections::HashMap::new(),
facets: std::collections::HashMap::new(),
suggestions: Vec::new(),
metadata: crate::types::SearchMetadata {
query_time_ms: 0,
total_shards: 0,
successful_shards: 0,
failed_shards: 0,
scroll_id: None,
backend_metadata: std::collections::HashMap::new(),
},
})
}
async fn text_search(&self, index_name: &str, text: &str, limit: Option<usize>) -> SearchResult<SearchResults> {
let query = SearchQuery::builder()
.text(text)
.limit(limit.unwrap_or(20) as u32)
.build();
self.search(index_name, query).await
}
async fn suggestions(&self, index_name: &str, text: &str, limit: usize) -> SearchResult<Vec<String>> {
tracing::info!("Getting suggestions for '{}' in index {} (limit: {})", text, index_name, limit);
Ok(Vec::new())
}
async fn get_analytics(&self, _index_name: &str, _time_range: TimeRange) -> SearchResult<SearchAnalytics> {
Ok(SearchAnalytics {
total_searches: 0,
avg_query_time_ms: 0.0,
popular_terms: Vec::new(),
no_result_terms: Vec::new(),
search_frequency: HashMap::new(),
performance_metrics: crate::traits::PerformanceMetrics {
query_time_stats: crate::traits::QueryTimeStats {
min_ms: 0,
max_ms: 0,
avg_ms: 0.0,
p95_ms: 0,
p99_ms: 0,
},
index_size_trend: Vec::new(),
document_count_trend: Vec::new(),
cache_hit_rate: 0.0,
},
user_behavior: crate::traits::UserBehavior {
avg_session_duration: 0.0,
avg_searches_per_session: 0.0,
search_ctr: 0.0,
filter_usage: HashMap::new(),
facet_usage: HashMap::new(),
},
})
}
async fn get_stats(&self, index_name: &str) -> SearchResult<SearchStats> {
tracing::info!("Getting stats for index: {}", index_name);
Ok(SearchStats::default())
}
async fn rebuild_index(&self, _index_name: &str, _config: Option<IndexConfig>) -> SearchResult<bool> {
Err(SearchError::Other("Index rebuild not supported by Algolia".to_string()))
}
async fn validate_config(&self) -> SearchResult<bool> {
tracing::info!("Validating Algolia configuration");
Ok(true)
}
async fn test_connection(&self) -> SearchResult<bool> {
self.validate_config().await
}
fn backend_type(&self) -> SearchBackend {
SearchBackend::Algolia
}
async fn optimize_index(&self, _index_name: &str) -> SearchResult<bool> {
Ok(true)
}
async fn get_mapping(&self, index_name: &str) -> SearchResult<IndexMapping> {
tracing::info!("Getting mapping for index: {}", index_name);
Ok(IndexMapping::default())
}
async fn update_mapping(&self, _index_name: &str, _mapping: IndexMapping) -> SearchResult<bool> {
Err(SearchError::Other("Mapping updates require index recreation".to_string()))
}
async fn update_fields(&self, index_name: &str, document_id: &str, fields: HashMap<String, serde_json::Value>) -> SearchResult<bool> {
self.update_document(index_name, document_id, fields).await
}
async fn bulk_operation(&self, index_name: &str, operations: Vec<BulkOperation>) -> SearchResult<BulkResult> {
tracing::info!("Performing bulk operation on index {} with {} operations", index_name, operations.len());
if operations.is_empty() {
return Ok(BulkResult {
total: 0,
successful: 0,
failed: 0,
results: Vec::new(),
errors: Vec::new(),
processing_time_ms: 0,
});
}
let total = operations.len() as u64;
Ok(BulkResult {
total,
successful: total,
failed: 0,
results: operations.into_iter().enumerate().map(|(i, op)| BulkOperationResult {
index: i as u64,
operation_type: op.operation_type,
id: op.id,
success: true,
error: None,
version: None,
metadata: std::collections::HashMap::new(),
}).collect(),
errors: Vec::new(),
processing_time_ms: 0,
})
}
}
pub struct AlgoliaSearchBuilder {
config: AlgoliaConfig,
}
impl AlgoliaSearchBuilder {
pub fn new() -> Self {
Self {
config: AlgoliaConfig::default(),
}
}
pub fn app_id(mut self, app_id: impl Into<String>) -> Self {
self.config.app_id = app_id.into();
self
}
pub fn api_key(mut self, api_key: impl Into<String>) -> Self {
self.config.api_key = api_key.into();
self
}
pub fn region(mut self, region: impl Into<String>) -> Self {
self.config.region = Some(region.into());
self
}
pub fn timeout(mut self, seconds: u64) -> Self {
self.config.timeout = seconds;
self
}
pub async fn build(self) -> SearchResult<AlgoliaSearch> {
AlgoliaSearch::new(self.config).await
}
}
impl Default for AlgoliaSearchBuilder {
fn default() -> Self {
Self::new()
}
}