Move crates under a sub folder to clean up the code

This commit is contained in:
Clément Renault 2024-10-21 08:18:43 +02:00
parent 30f3c30389
commit 9c1e54a2c8
No known key found for this signature in database
GPG key ID: F250A4C4E3AE5F5F
1062 changed files with 19 additions and 20 deletions

View file

@ -0,0 +1,825 @@
use std::io::ErrorKind;
use actix_web::http::header::CONTENT_TYPE;
use actix_web::web::Data;
use actix_web::{web, HttpMessage, HttpRequest, HttpResponse};
use bstr::ByteSlice as _;
use deserr::actix_web::{AwebJson, AwebQueryParameter};
use deserr::Deserr;
use futures::StreamExt;
use index_scheduler::{IndexScheduler, RoFeatures, TaskId};
use meilisearch_types::deserr::query_params::Param;
use meilisearch_types::deserr::{DeserrJsonError, DeserrQueryParamError};
use meilisearch_types::document_formats::{read_csv, read_json, read_ndjson, PayloadType};
use meilisearch_types::error::deserr_codes::*;
use meilisearch_types::error::{Code, ResponseError};
use meilisearch_types::heed::RoTxn;
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::milli::update::IndexDocumentsMethod;
use meilisearch_types::milli::vector::parsed_vectors::ExplicitVectors;
use meilisearch_types::milli::DocumentId;
use meilisearch_types::star_or::OptionStarOrList;
use meilisearch_types::tasks::KindWithContent;
use meilisearch_types::{milli, Document, Index};
use mime::Mime;
use once_cell::sync::Lazy;
use serde::Deserialize;
use serde_json::Value;
use tempfile::tempfile;
use tokio::fs::File;
use tokio::io::{AsyncSeekExt, AsyncWriteExt, BufWriter};
use tracing::debug;
use crate::analytics::{Analytics, DocumentDeletionKind, DocumentFetchKind};
use crate::error::MeilisearchHttpError;
use crate::error::PayloadError::ReceivePayload;
use crate::extractors::authentication::policies::*;
use crate::extractors::authentication::GuardedData;
use crate::extractors::payload::Payload;
use crate::extractors::sequential_extractor::SeqHandler;
use crate::routes::{
get_task_id, is_dry_run, PaginationView, SummarizedTaskView, PAGINATION_DEFAULT_LIMIT,
};
use crate::search::{parse_filter, RetrieveVectors};
use crate::Opt;
static ACCEPTED_CONTENT_TYPE: Lazy<Vec<String>> = Lazy::new(|| {
vec!["application/json".to_string(), "application/x-ndjson".to_string(), "text/csv".to_string()]
});
/// Extracts the mime type from the content type and return
/// a meilisearch error if anything bad happen.
fn extract_mime_type(req: &HttpRequest) -> Result<Option<Mime>, MeilisearchHttpError> {
match req.mime_type() {
Ok(Some(mime)) => Ok(Some(mime)),
Ok(None) => Ok(None),
Err(_) => match req.headers().get(CONTENT_TYPE) {
Some(content_type) => Err(MeilisearchHttpError::InvalidContentType(
content_type.as_bytes().as_bstr().to_string(),
ACCEPTED_CONTENT_TYPE.clone(),
)),
None => Err(MeilisearchHttpError::MissingContentType(ACCEPTED_CONTENT_TYPE.clone())),
},
}
}
#[derive(Deserialize)]
pub struct DocumentParam {
index_uid: String,
document_id: String,
}
pub fn configure(cfg: &mut web::ServiceConfig) {
cfg.service(
web::resource("")
.route(web::get().to(SeqHandler(get_documents)))
.route(web::post().to(SeqHandler(replace_documents)))
.route(web::put().to(SeqHandler(update_documents)))
.route(web::delete().to(SeqHandler(clear_all_documents))),
)
// these routes need to be before the /documents/{document_id} to match properly
.service(
web::resource("/delete-batch").route(web::post().to(SeqHandler(delete_documents_batch))),
)
.service(web::resource("/delete").route(web::post().to(SeqHandler(delete_documents_by_filter))))
.service(web::resource("/edit").route(web::post().to(SeqHandler(edit_documents_by_function))))
.service(web::resource("/fetch").route(web::post().to(SeqHandler(documents_by_query_post))))
.service(
web::resource("/{document_id}")
.route(web::get().to(SeqHandler(get_document)))
.route(web::delete().to(SeqHandler(delete_document))),
);
}
#[derive(Debug, Deserr)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct GetDocument {
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentFields>)]
fields: OptionStarOrList<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentRetrieveVectors>)]
retrieve_vectors: Param<bool>,
}
pub async fn get_document(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_GET }>, Data<IndexScheduler>>,
document_param: web::Path<DocumentParam>,
params: AwebQueryParameter<GetDocument, DeserrQueryParamError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let DocumentParam { index_uid, document_id } = document_param.into_inner();
debug!(parameters = ?params, "Get document");
let index_uid = IndexUid::try_from(index_uid)?;
let GetDocument { fields, retrieve_vectors: param_retrieve_vectors } = params.into_inner();
let attributes_to_retrieve = fields.merge_star_and_none();
let features = index_scheduler.features();
let retrieve_vectors = RetrieveVectors::new(param_retrieve_vectors.0, features)?;
analytics.get_fetch_documents(
&DocumentFetchKind::PerDocumentId { retrieve_vectors: param_retrieve_vectors.0 },
&req,
);
let index = index_scheduler.index(&index_uid)?;
let document =
retrieve_document(&index, &document_id, attributes_to_retrieve, retrieve_vectors)?;
debug!(returns = ?document, "Get document");
Ok(HttpResponse::Ok().json(document))
}
pub async fn delete_document(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_DELETE }>, Data<IndexScheduler>>,
path: web::Path<DocumentParam>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let DocumentParam { index_uid, document_id } = path.into_inner();
let index_uid = IndexUid::try_from(index_uid)?;
analytics.delete_documents(DocumentDeletionKind::PerDocumentId, &req);
let task = KindWithContent::DocumentDeletion {
index_uid: index_uid.to_string(),
documents_ids: vec![document_id],
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!("returns: {:?}", task);
Ok(HttpResponse::Accepted().json(task))
}
#[derive(Debug, Deserr)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct BrowseQueryGet {
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentOffset>)]
offset: Param<usize>,
#[deserr(default = Param(PAGINATION_DEFAULT_LIMIT), error = DeserrQueryParamError<InvalidDocumentLimit>)]
limit: Param<usize>,
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentFields>)]
fields: OptionStarOrList<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentRetrieveVectors>)]
retrieve_vectors: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidDocumentFilter>)]
filter: Option<String>,
}
#[derive(Debug, Deserr)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
pub struct BrowseQuery {
#[deserr(default, error = DeserrJsonError<InvalidDocumentOffset>)]
offset: usize,
#[deserr(default = PAGINATION_DEFAULT_LIMIT, error = DeserrJsonError<InvalidDocumentLimit>)]
limit: usize,
#[deserr(default, error = DeserrJsonError<InvalidDocumentFields>)]
fields: Option<Vec<String>>,
#[deserr(default, error = DeserrJsonError<InvalidDocumentRetrieveVectors>)]
retrieve_vectors: bool,
#[deserr(default, error = DeserrJsonError<InvalidDocumentFilter>)]
filter: Option<Value>,
}
pub async fn documents_by_query_post(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_GET }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
body: AwebJson<BrowseQuery, DeserrJsonError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let body = body.into_inner();
debug!(parameters = ?body, "Get documents POST");
analytics.post_fetch_documents(
&DocumentFetchKind::Normal {
with_filter: body.filter.is_some(),
limit: body.limit,
offset: body.offset,
retrieve_vectors: body.retrieve_vectors,
},
&req,
);
documents_by_query(&index_scheduler, index_uid, body)
}
pub async fn get_documents(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_GET }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebQueryParameter<BrowseQueryGet, DeserrQueryParamError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?params, "Get documents GET");
let BrowseQueryGet { limit, offset, fields, retrieve_vectors, filter } = params.into_inner();
let filter = match filter {
Some(f) => match serde_json::from_str(&f) {
Ok(v) => Some(v),
_ => Some(Value::String(f)),
},
None => None,
};
let query = BrowseQuery {
offset: offset.0,
limit: limit.0,
fields: fields.merge_star_and_none(),
retrieve_vectors: retrieve_vectors.0,
filter,
};
analytics.get_fetch_documents(
&DocumentFetchKind::Normal {
with_filter: query.filter.is_some(),
limit: query.limit,
offset: query.offset,
retrieve_vectors: query.retrieve_vectors,
},
&req,
);
documents_by_query(&index_scheduler, index_uid, query)
}
fn documents_by_query(
index_scheduler: &IndexScheduler,
index_uid: web::Path<String>,
query: BrowseQuery,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let BrowseQuery { offset, limit, fields, retrieve_vectors, filter } = query;
let features = index_scheduler.features();
let retrieve_vectors = RetrieveVectors::new(retrieve_vectors, features)?;
let index = index_scheduler.index(&index_uid)?;
let (total, documents) = retrieve_documents(
&index,
offset,
limit,
filter,
fields,
retrieve_vectors,
index_scheduler.features(),
)?;
let ret = PaginationView::new(offset, limit, total as usize, documents);
debug!(returns = ?ret, "Get documents");
Ok(HttpResponse::Ok().json(ret))
}
#[derive(Deserialize, Debug, Deserr)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct UpdateDocumentsQuery {
#[deserr(default, error = DeserrQueryParamError<InvalidIndexPrimaryKey>)]
pub primary_key: Option<String>,
#[deserr(default, try_from(char) = from_char_csv_delimiter -> DeserrQueryParamError<InvalidDocumentCsvDelimiter>, error = DeserrQueryParamError<InvalidDocumentCsvDelimiter>)]
pub csv_delimiter: Option<u8>,
}
fn from_char_csv_delimiter(
c: char,
) -> Result<Option<u8>, DeserrQueryParamError<InvalidDocumentCsvDelimiter>> {
if c.is_ascii() {
Ok(Some(c as u8))
} else {
Err(DeserrQueryParamError::new(
format!("csv delimiter must be an ascii character. Found: `{}`", c),
Code::InvalidDocumentCsvDelimiter,
))
}
}
pub async fn replace_documents(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_ADD }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebQueryParameter<UpdateDocumentsQuery, DeserrQueryParamError>,
body: Payload,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
debug!(parameters = ?params, "Replace documents");
let params = params.into_inner();
analytics.add_documents(
&params,
index_scheduler.index_exists(&index_uid).map_or(true, |x| !x),
&req,
);
let allow_index_creation = index_scheduler.filters().allow_index_creation(&index_uid);
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task = document_addition(
extract_mime_type(&req)?,
index_scheduler,
index_uid,
params.primary_key,
params.csv_delimiter,
body,
IndexDocumentsMethod::ReplaceDocuments,
uid,
dry_run,
allow_index_creation,
)
.await?;
debug!(returns = ?task, "Replace documents");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn update_documents(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_ADD }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebQueryParameter<UpdateDocumentsQuery, DeserrQueryParamError>,
body: Payload,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let params = params.into_inner();
debug!(parameters = ?params, "Update documents");
analytics.add_documents(
&params,
index_scheduler.index_exists(&index_uid).map_or(true, |x| !x),
&req,
);
let allow_index_creation = index_scheduler.filters().allow_index_creation(&index_uid);
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task = document_addition(
extract_mime_type(&req)?,
index_scheduler,
index_uid,
params.primary_key,
params.csv_delimiter,
body,
IndexDocumentsMethod::UpdateDocuments,
uid,
dry_run,
allow_index_creation,
)
.await?;
debug!(returns = ?task, "Update documents");
Ok(HttpResponse::Accepted().json(task))
}
#[allow(clippy::too_many_arguments)]
async fn document_addition(
mime_type: Option<Mime>,
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_ADD }>, Data<IndexScheduler>>,
index_uid: IndexUid,
primary_key: Option<String>,
csv_delimiter: Option<u8>,
mut body: Payload,
method: IndexDocumentsMethod,
task_id: Option<TaskId>,
dry_run: bool,
allow_index_creation: bool,
) -> Result<SummarizedTaskView, MeilisearchHttpError> {
let format = match (
mime_type.as_ref().map(|m| (m.type_().as_str(), m.subtype().as_str())),
csv_delimiter,
) {
(Some(("application", "json")), None) => PayloadType::Json,
(Some(("application", "x-ndjson")), None) => PayloadType::Ndjson,
(Some(("text", "csv")), None) => PayloadType::Csv { delimiter: b',' },
(Some(("text", "csv")), Some(delimiter)) => PayloadType::Csv { delimiter },
(Some(("application", "json")), Some(_)) => {
return Err(MeilisearchHttpError::CsvDelimiterWithWrongContentType(String::from(
"application/json",
)))
}
(Some(("application", "x-ndjson")), Some(_)) => {
return Err(MeilisearchHttpError::CsvDelimiterWithWrongContentType(String::from(
"application/x-ndjson",
)))
}
(Some((type_, subtype)), _) => {
return Err(MeilisearchHttpError::InvalidContentType(
format!("{}/{}", type_, subtype),
ACCEPTED_CONTENT_TYPE.clone(),
))
}
(None, _) => {
return Err(MeilisearchHttpError::MissingContentType(ACCEPTED_CONTENT_TYPE.clone()))
}
};
let (uuid, mut update_file) = index_scheduler.create_update_file(dry_run)?;
let temp_file = match tempfile() {
Ok(file) => file,
Err(e) => return Err(MeilisearchHttpError::Payload(ReceivePayload(Box::new(e)))),
};
let async_file = File::from_std(temp_file);
let mut buffer = BufWriter::new(async_file);
let mut buffer_write_size: usize = 0;
while let Some(result) = body.next().await {
let byte = result?;
if byte.is_empty() && buffer_write_size == 0 {
return Err(MeilisearchHttpError::MissingPayload(format));
}
match buffer.write_all(&byte).await {
Ok(()) => buffer_write_size += 1,
Err(e) => return Err(MeilisearchHttpError::Payload(ReceivePayload(Box::new(e)))),
}
}
if let Err(e) = buffer.flush().await {
return Err(MeilisearchHttpError::Payload(ReceivePayload(Box::new(e))));
}
if buffer_write_size == 0 {
return Err(MeilisearchHttpError::MissingPayload(format));
}
if let Err(e) = buffer.seek(std::io::SeekFrom::Start(0)).await {
return Err(MeilisearchHttpError::Payload(ReceivePayload(Box::new(e))));
}
let read_file = buffer.into_inner().into_std().await;
let documents_count = tokio::task::spawn_blocking(move || {
let documents_count = match format {
PayloadType::Json => read_json(&read_file, &mut update_file)?,
PayloadType::Csv { delimiter } => read_csv(&read_file, &mut update_file, delimiter)?,
PayloadType::Ndjson => read_ndjson(&read_file, &mut update_file)?,
};
// we NEED to persist the file here because we moved the `udpate_file` in another task.
update_file.persist()?;
Ok(documents_count)
})
.await;
let documents_count = match documents_count {
Ok(Ok(documents_count)) => documents_count,
// in this case the file has not possibly be persisted.
Ok(Err(e)) => return Err(e),
Err(e) => {
// Here the file MAY have been persisted or not.
// We don't know thus we ignore the file not found error.
match index_scheduler.delete_update_file(uuid) {
Ok(()) => (),
Err(index_scheduler::Error::FileStore(file_store::Error::IoError(e)))
if e.kind() == ErrorKind::NotFound => {}
Err(e) => {
tracing::warn!(
index_uuid = %uuid,
"Unknown error happened while deleting a malformed update file: {e}"
);
}
}
// We still want to return the original error to the end user.
return Err(e.into());
}
};
let task = KindWithContent::DocumentAdditionOrUpdate {
method,
content_file: uuid,
documents_count,
primary_key,
allow_index_creation,
index_uid: index_uid.to_string(),
};
let scheduler = index_scheduler.clone();
let task = match tokio::task::spawn_blocking(move || scheduler.register(task, task_id, dry_run))
.await?
{
Ok(task) => task,
Err(e) => {
index_scheduler.delete_update_file(uuid)?;
return Err(e.into());
}
};
Ok(task.into())
}
pub async fn delete_documents_batch(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_DELETE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
body: web::Json<Vec<Value>>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?body, "Delete documents by batch");
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
analytics.delete_documents(DocumentDeletionKind::PerBatch, &req);
let ids = body
.iter()
.map(|v| v.as_str().map(String::from).unwrap_or_else(|| v.to_string()))
.collect();
let task =
KindWithContent::DocumentDeletion { index_uid: index_uid.to_string(), documents_ids: ids };
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete documents by batch");
Ok(HttpResponse::Accepted().json(task))
}
#[derive(Debug, Deserr)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
pub struct DocumentDeletionByFilter {
#[deserr(error = DeserrJsonError<InvalidDocumentFilter>, missing_field_error = DeserrJsonError::missing_document_filter)]
filter: Value,
}
pub async fn delete_documents_by_filter(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_DELETE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
body: AwebJson<DocumentDeletionByFilter, DeserrJsonError>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?body, "Delete documents by filter");
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let index_uid = index_uid.into_inner();
let filter = body.into_inner().filter;
analytics.delete_documents(DocumentDeletionKind::PerFilter, &req);
// we ensure the filter is well formed before enqueuing it
crate::search::parse_filter(&filter, Code::InvalidDocumentFilter, index_scheduler.features())?
.ok_or(MeilisearchHttpError::EmptyFilter)?;
let task = KindWithContent::DocumentDeletionByFilter { index_uid, filter_expr: filter };
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete documents by filter");
Ok(HttpResponse::Accepted().json(task))
}
#[derive(Debug, Deserr)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
pub struct DocumentEditionByFunction {
#[deserr(default, error = DeserrJsonError<InvalidDocumentFilter>)]
pub filter: Option<Value>,
#[deserr(default, error = DeserrJsonError<InvalidDocumentEditionContext>)]
pub context: Option<Value>,
#[deserr(error = DeserrJsonError<InvalidDocumentEditionFunctionFilter>, missing_field_error = DeserrJsonError::missing_document_edition_function)]
pub function: String,
}
pub async fn edit_documents_by_function(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_ALL }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebJson<DocumentEditionByFunction, DeserrJsonError>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?params, "Edit documents by function");
index_scheduler
.features()
.check_edit_documents_by_function("Using the documents edit route")?;
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let index_uid = index_uid.into_inner();
let params = params.into_inner();
analytics.update_documents_by_function(
&params,
index_scheduler.index(&index_uid).is_err(),
&req,
);
let DocumentEditionByFunction { filter, context, function } = params;
let engine = milli::rhai::Engine::new();
if let Err(e) = engine.compile(&function) {
return Err(ResponseError::from_msg(e.to_string(), Code::BadRequest));
}
if let Some(ref filter) = filter {
// we ensure the filter is well formed before enqueuing it
crate::search::parse_filter(
filter,
Code::InvalidDocumentFilter,
index_scheduler.features(),
)?
.ok_or(MeilisearchHttpError::EmptyFilter)?;
}
let task = KindWithContent::DocumentEdition {
index_uid,
filter_expr: filter,
context: match context {
Some(Value::Object(m)) => Some(m),
None => None,
_ => {
return Err(ResponseError::from_msg(
"The context must be an object".to_string(),
Code::InvalidDocumentEditionContext,
))
}
},
function,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Edit documents by function");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn clear_all_documents(
index_scheduler: GuardedData<ActionPolicy<{ actions::DOCUMENTS_DELETE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
analytics.delete_documents(DocumentDeletionKind::ClearAll, &req);
let task = KindWithContent::DocumentClear { index_uid: index_uid.to_string() };
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete all documents");
Ok(HttpResponse::Accepted().json(task))
}
fn some_documents<'a, 't: 'a>(
index: &'a Index,
rtxn: &'t RoTxn,
doc_ids: impl IntoIterator<Item = DocumentId> + 'a,
retrieve_vectors: RetrieveVectors,
) -> Result<impl Iterator<Item = Result<Document, ResponseError>> + 'a, ResponseError> {
let fields_ids_map = index.fields_ids_map(rtxn)?;
let all_fields: Vec<_> = fields_ids_map.iter().map(|(id, _)| id).collect();
let embedding_configs = index.embedding_configs(rtxn)?;
Ok(index.iter_documents(rtxn, doc_ids)?.map(move |ret| {
ret.map_err(ResponseError::from).and_then(|(key, document)| -> Result<_, ResponseError> {
let mut document = milli::obkv_to_json(&all_fields, &fields_ids_map, document)?;
match retrieve_vectors {
RetrieveVectors::Ignore => {}
RetrieveVectors::Hide => {
document.remove("_vectors");
}
RetrieveVectors::Retrieve => {
// Clippy is simply wrong
#[allow(clippy::manual_unwrap_or_default)]
let mut vectors = match document.remove("_vectors") {
Some(Value::Object(map)) => map,
_ => Default::default(),
};
for (name, vector) in index.embeddings(rtxn, key)? {
let user_provided = embedding_configs
.iter()
.find(|conf| conf.name == name)
.is_some_and(|conf| conf.user_provided.contains(key));
let embeddings = ExplicitVectors {
embeddings: Some(vector.into()),
regenerate: !user_provided,
};
vectors.insert(
name,
serde_json::to_value(embeddings).map_err(MeilisearchHttpError::from)?,
);
}
document.insert("_vectors".into(), vectors.into());
}
}
Ok(document)
})
}))
}
fn retrieve_documents<S: AsRef<str>>(
index: &Index,
offset: usize,
limit: usize,
filter: Option<Value>,
attributes_to_retrieve: Option<Vec<S>>,
retrieve_vectors: RetrieveVectors,
features: RoFeatures,
) -> Result<(u64, Vec<Document>), ResponseError> {
let rtxn = index.read_txn()?;
let filter = &filter;
let filter = if let Some(filter) = filter {
parse_filter(filter, Code::InvalidDocumentFilter, features)?
} else {
None
};
let candidates = if let Some(filter) = filter {
filter.evaluate(&rtxn, index).map_err(|err| match err {
milli::Error::UserError(milli::UserError::InvalidFilter(_)) => {
ResponseError::from_msg(err.to_string(), Code::InvalidDocumentFilter)
}
e => e.into(),
})?
} else {
index.documents_ids(&rtxn)?
};
let (it, number_of_documents) = {
let number_of_documents = candidates.len();
(
some_documents(
index,
&rtxn,
candidates.into_iter().skip(offset).take(limit),
retrieve_vectors,
)?,
number_of_documents,
)
};
let documents: Vec<_> = it
.map(|document| {
Ok(match &attributes_to_retrieve {
Some(attributes_to_retrieve) => permissive_json_pointer::select_values(
&document?,
attributes_to_retrieve.iter().map(|s| s.as_ref()).chain(
(retrieve_vectors == RetrieveVectors::Retrieve).then_some("_vectors"),
),
),
None => document?,
})
})
.collect::<Result<_, ResponseError>>()?;
Ok((number_of_documents, documents))
}
fn retrieve_document<S: AsRef<str>>(
index: &Index,
doc_id: &str,
attributes_to_retrieve: Option<Vec<S>>,
retrieve_vectors: RetrieveVectors,
) -> Result<Document, ResponseError> {
let txn = index.read_txn()?;
let internal_id = index
.external_documents_ids()
.get(&txn, doc_id)?
.ok_or_else(|| MeilisearchHttpError::DocumentNotFound(doc_id.to_string()))?;
let document = some_documents(index, &txn, Some(internal_id), retrieve_vectors)?
.next()
.ok_or_else(|| MeilisearchHttpError::DocumentNotFound(doc_id.to_string()))??;
let document = match &attributes_to_retrieve {
Some(attributes_to_retrieve) => permissive_json_pointer::select_values(
&document,
attributes_to_retrieve
.iter()
.map(|s| s.as_ref())
.chain((retrieve_vectors == RetrieveVectors::Retrieve).then_some("_vectors")),
),
None => document,
};
Ok(document)
}

View file

@ -0,0 +1,155 @@
use actix_web::web::Data;
use actix_web::{web, HttpRequest, HttpResponse};
use deserr::actix_web::AwebJson;
use index_scheduler::IndexScheduler;
use meilisearch_types::deserr::DeserrJsonError;
use meilisearch_types::error::deserr_codes::*;
use meilisearch_types::error::ResponseError;
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::locales::Locale;
use serde_json::Value;
use tracing::debug;
use crate::analytics::{Analytics, FacetSearchAggregator};
use crate::extractors::authentication::policies::*;
use crate::extractors::authentication::GuardedData;
use crate::routes::indexes::search::search_kind;
use crate::search::{
add_search_rules, perform_facet_search, HybridQuery, MatchingStrategy, RankingScoreThreshold,
SearchQuery, DEFAULT_CROP_LENGTH, DEFAULT_CROP_MARKER, DEFAULT_HIGHLIGHT_POST_TAG,
DEFAULT_HIGHLIGHT_PRE_TAG, DEFAULT_SEARCH_LIMIT, DEFAULT_SEARCH_OFFSET,
};
use crate::search_queue::SearchQueue;
pub fn configure(cfg: &mut web::ServiceConfig) {
cfg.service(web::resource("").route(web::post().to(search)));
}
/// # Important
///
/// Intentionally don't use `deny_unknown_fields` to ignore search parameters sent by user
#[derive(Debug, Clone, Default, PartialEq, deserr::Deserr)]
#[deserr(error = DeserrJsonError, rename_all = camelCase)]
pub struct FacetSearchQuery {
#[deserr(default, error = DeserrJsonError<InvalidFacetSearchQuery>)]
pub facet_query: Option<String>,
#[deserr(error = DeserrJsonError<InvalidFacetSearchFacetName>, missing_field_error = DeserrJsonError::missing_facet_search_facet_name)]
pub facet_name: String,
#[deserr(default, error = DeserrJsonError<InvalidSearchQ>)]
pub q: Option<String>,
#[deserr(default, error = DeserrJsonError<InvalidSearchVector>)]
pub vector: Option<Vec<f32>>,
#[deserr(default, error = DeserrJsonError<InvalidHybridQuery>)]
pub hybrid: Option<HybridQuery>,
#[deserr(default, error = DeserrJsonError<InvalidSearchFilter>)]
pub filter: Option<Value>,
#[deserr(default, error = DeserrJsonError<InvalidSearchMatchingStrategy>, default)]
pub matching_strategy: MatchingStrategy,
#[deserr(default, error = DeserrJsonError<InvalidSearchAttributesToSearchOn>, default)]
pub attributes_to_search_on: Option<Vec<String>>,
#[deserr(default, error = DeserrJsonError<InvalidSearchRankingScoreThreshold>, default)]
pub ranking_score_threshold: Option<RankingScoreThreshold>,
#[deserr(default, error = DeserrJsonError<InvalidSearchLocales>, default)]
pub locales: Option<Vec<Locale>>,
}
pub async fn search(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
search_queue: Data<SearchQueue>,
index_uid: web::Path<String>,
params: AwebJson<FacetSearchQuery, DeserrJsonError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let query = params.into_inner();
debug!(parameters = ?query, "Facet search");
let mut aggregate = FacetSearchAggregator::from_query(&query, &req);
let facet_query = query.facet_query.clone();
let facet_name = query.facet_name.clone();
let locales = query.locales.clone().map(|l| l.into_iter().map(Into::into).collect());
let mut search_query = SearchQuery::from(query);
// Tenant token search_rules.
if let Some(search_rules) = index_scheduler.filters().get_index_search_rules(&index_uid) {
add_search_rules(&mut search_query.filter, search_rules);
}
let index = index_scheduler.index(&index_uid)?;
let features = index_scheduler.features();
let search_kind = search_kind(&search_query, &index_scheduler, &index, features)?;
let permit = search_queue.try_get_search_permit().await?;
let search_result = tokio::task::spawn_blocking(move || {
perform_facet_search(
&index,
search_query,
facet_query,
facet_name,
search_kind,
index_scheduler.features(),
locales,
)
})
.await;
permit.drop().await;
let search_result = search_result?;
if let Ok(ref search_result) = search_result {
aggregate.succeed(search_result);
}
analytics.post_facet_search(aggregate);
let search_result = search_result?;
debug!(returns = ?search_result, "Facet search");
Ok(HttpResponse::Ok().json(search_result))
}
impl From<FacetSearchQuery> for SearchQuery {
fn from(value: FacetSearchQuery) -> Self {
let FacetSearchQuery {
facet_query: _,
facet_name: _,
q,
vector,
filter,
matching_strategy,
attributes_to_search_on,
hybrid,
ranking_score_threshold,
locales,
} = value;
SearchQuery {
q,
offset: DEFAULT_SEARCH_OFFSET(),
limit: DEFAULT_SEARCH_LIMIT(),
page: None,
hits_per_page: None,
attributes_to_retrieve: None,
retrieve_vectors: false,
attributes_to_crop: None,
crop_length: DEFAULT_CROP_LENGTH(),
attributes_to_highlight: None,
show_matches_position: false,
show_ranking_score: false,
show_ranking_score_details: false,
filter,
sort: None,
distinct: None,
facets: None,
highlight_pre_tag: DEFAULT_HIGHLIGHT_PRE_TAG(),
highlight_post_tag: DEFAULT_HIGHLIGHT_POST_TAG(),
crop_marker: DEFAULT_CROP_MARKER(),
matching_strategy,
vector,
attributes_to_search_on,
hybrid,
ranking_score_threshold,
locales,
}
}
}

View file

@ -0,0 +1,280 @@
use std::convert::Infallible;
use actix_web::web::Data;
use actix_web::{web, HttpRequest, HttpResponse};
use deserr::actix_web::{AwebJson, AwebQueryParameter};
use deserr::{DeserializeError, Deserr, ValuePointerRef};
use index_scheduler::IndexScheduler;
use meilisearch_types::deserr::query_params::Param;
use meilisearch_types::deserr::{immutable_field_error, DeserrJsonError, DeserrQueryParamError};
use meilisearch_types::error::deserr_codes::*;
use meilisearch_types::error::{Code, ResponseError};
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::milli::{self, FieldDistribution, Index};
use meilisearch_types::tasks::KindWithContent;
use serde::Serialize;
use serde_json::json;
use time::OffsetDateTime;
use tracing::debug;
use super::{get_task_id, Pagination, SummarizedTaskView, PAGINATION_DEFAULT_LIMIT};
use crate::analytics::Analytics;
use crate::extractors::authentication::policies::*;
use crate::extractors::authentication::{AuthenticationError, GuardedData};
use crate::extractors::sequential_extractor::SeqHandler;
use crate::routes::is_dry_run;
use crate::Opt;
pub mod documents;
pub mod facet_search;
pub mod search;
pub mod settings;
pub mod similar;
pub fn configure(cfg: &mut web::ServiceConfig) {
cfg.service(
web::resource("")
.route(web::get().to(list_indexes))
.route(web::post().to(SeqHandler(create_index))),
)
.service(
web::scope("/{index_uid}")
.service(
web::resource("")
.route(web::get().to(SeqHandler(get_index)))
.route(web::patch().to(SeqHandler(update_index)))
.route(web::delete().to(SeqHandler(delete_index))),
)
.service(web::resource("/stats").route(web::get().to(SeqHandler(get_index_stats))))
.service(web::scope("/documents").configure(documents::configure))
.service(web::scope("/search").configure(search::configure))
.service(web::scope("/facet-search").configure(facet_search::configure))
.service(web::scope("/similar").configure(similar::configure))
.service(web::scope("/settings").configure(settings::configure)),
);
}
#[derive(Debug, Serialize, Clone)]
#[serde(rename_all = "camelCase")]
pub struct IndexView {
pub uid: String,
#[serde(with = "time::serde::rfc3339")]
pub created_at: OffsetDateTime,
#[serde(with = "time::serde::rfc3339")]
pub updated_at: OffsetDateTime,
pub primary_key: Option<String>,
}
impl IndexView {
fn new(uid: String, index: &Index) -> Result<IndexView, milli::Error> {
// It is important that this function does not keep the Index handle or a clone of it, because
// `list_indexes` relies on this property to avoid opening all indexes at once.
let rtxn = index.read_txn()?;
Ok(IndexView {
uid,
created_at: index.created_at(&rtxn)?,
updated_at: index.updated_at(&rtxn)?,
primary_key: index.primary_key(&rtxn)?.map(String::from),
})
}
}
#[derive(Deserr, Debug, Clone, Copy)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct ListIndexes {
#[deserr(default, error = DeserrQueryParamError<InvalidIndexOffset>)]
pub offset: Param<usize>,
#[deserr(default = Param(PAGINATION_DEFAULT_LIMIT), error = DeserrQueryParamError<InvalidIndexLimit>)]
pub limit: Param<usize>,
}
impl ListIndexes {
fn as_pagination(self) -> Pagination {
Pagination { offset: self.offset.0, limit: self.limit.0 }
}
}
pub async fn list_indexes(
index_scheduler: GuardedData<ActionPolicy<{ actions::INDEXES_GET }>, Data<IndexScheduler>>,
paginate: AwebQueryParameter<ListIndexes, DeserrQueryParamError>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?paginate, "List indexes");
let filters = index_scheduler.filters();
let indexes: Vec<Option<IndexView>> =
index_scheduler.try_for_each_index(|uid, index| -> Result<Option<IndexView>, _> {
if !filters.is_index_authorized(uid) {
return Ok(None);
}
Ok(Some(IndexView::new(uid.to_string(), index)?))
})?;
// Won't cause to open all indexes because IndexView doesn't keep the `Index` opened.
let indexes: Vec<IndexView> = indexes.into_iter().flatten().collect();
let ret = paginate.as_pagination().auto_paginate_sized(indexes.into_iter());
debug!(returns = ?ret, "List indexes");
Ok(HttpResponse::Ok().json(ret))
}
#[derive(Deserr, Debug)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
pub struct IndexCreateRequest {
#[deserr(error = DeserrJsonError<InvalidIndexUid>, missing_field_error = DeserrJsonError::missing_index_uid)]
uid: IndexUid,
#[deserr(default, error = DeserrJsonError<InvalidIndexPrimaryKey>)]
primary_key: Option<String>,
}
pub async fn create_index(
index_scheduler: GuardedData<ActionPolicy<{ actions::INDEXES_CREATE }>, Data<IndexScheduler>>,
body: AwebJson<IndexCreateRequest, DeserrJsonError>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?body, "Create index");
let IndexCreateRequest { primary_key, uid } = body.into_inner();
let allow_index_creation = index_scheduler.filters().allow_index_creation(&uid);
if allow_index_creation {
analytics.publish(
"Index Created".to_string(),
json!({ "primary_key": primary_key }),
Some(&req),
);
let task = KindWithContent::IndexCreation { index_uid: uid.to_string(), primary_key };
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Create index");
Ok(HttpResponse::Accepted().json(task))
} else {
Err(AuthenticationError::InvalidToken.into())
}
}
fn deny_immutable_fields_index(
field: &str,
accepted: &[&str],
location: ValuePointerRef,
) -> DeserrJsonError {
match field {
"uid" => immutable_field_error(field, accepted, Code::ImmutableIndexUid),
"createdAt" => immutable_field_error(field, accepted, Code::ImmutableIndexCreatedAt),
"updatedAt" => immutable_field_error(field, accepted, Code::ImmutableIndexUpdatedAt),
_ => deserr::take_cf_content(DeserrJsonError::<BadRequest>::error::<Infallible>(
None,
deserr::ErrorKind::UnknownKey { key: field, accepted },
location,
)),
}
}
#[derive(Deserr, Debug)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields = deny_immutable_fields_index)]
pub struct UpdateIndexRequest {
#[deserr(default, error = DeserrJsonError<InvalidIndexPrimaryKey>)]
primary_key: Option<String>,
}
pub async fn get_index(
index_scheduler: GuardedData<ActionPolicy<{ actions::INDEXES_GET }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let index = index_scheduler.index(&index_uid)?;
let index_view = IndexView::new(index_uid.into_inner(), &index)?;
debug!(returns = ?index_view, "Get index");
Ok(HttpResponse::Ok().json(index_view))
}
pub async fn update_index(
index_scheduler: GuardedData<ActionPolicy<{ actions::INDEXES_UPDATE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
body: AwebJson<UpdateIndexRequest, DeserrJsonError>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?body, "Update index");
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let body = body.into_inner();
analytics.publish(
"Index Updated".to_string(),
json!({ "primary_key": body.primary_key }),
Some(&req),
);
let task = KindWithContent::IndexUpdate {
index_uid: index_uid.into_inner(),
primary_key: body.primary_key,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Update index");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn delete_index(
index_scheduler: GuardedData<ActionPolicy<{ actions::INDEXES_DELETE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
req: HttpRequest,
opt: web::Data<Opt>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let task = KindWithContent::IndexDeletion { index_uid: index_uid.into_inner() };
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete index");
Ok(HttpResponse::Accepted().json(task))
}
/// Stats of an `Index`, as known to the `stats` route.
#[derive(Serialize, Debug)]
#[serde(rename_all = "camelCase")]
pub struct IndexStats {
/// Number of documents in the index
pub number_of_documents: u64,
/// Whether the index is currently performing indexation, according to the scheduler.
pub is_indexing: bool,
/// Association of every field name with the number of times it occurs in the documents.
pub field_distribution: FieldDistribution,
}
impl From<index_scheduler::IndexStats> for IndexStats {
fn from(stats: index_scheduler::IndexStats) -> Self {
IndexStats {
number_of_documents: stats.inner_stats.number_of_documents,
is_indexing: stats.is_indexing,
field_distribution: stats.inner_stats.field_distribution,
}
}
}
pub async fn get_index_stats(
index_scheduler: GuardedData<ActionPolicy<{ actions::STATS_GET }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let stats = IndexStats::from(index_scheduler.index_stats(&index_uid)?);
debug!(returns = ?stats, "Get index stats");
Ok(HttpResponse::Ok().json(stats))
}

View file

@ -0,0 +1,384 @@
use actix_web::web::Data;
use actix_web::{web, HttpRequest, HttpResponse};
use deserr::actix_web::{AwebJson, AwebQueryParameter};
use index_scheduler::{IndexScheduler, RoFeatures};
use meilisearch_types::deserr::query_params::Param;
use meilisearch_types::deserr::{DeserrJsonError, DeserrQueryParamError};
use meilisearch_types::error::deserr_codes::*;
use meilisearch_types::error::ResponseError;
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::locales::Locale;
use meilisearch_types::milli;
use meilisearch_types::serde_cs::vec::CS;
use serde_json::Value;
use tracing::debug;
use crate::analytics::{Analytics, SearchAggregator};
use crate::error::MeilisearchHttpError;
use crate::extractors::authentication::policies::*;
use crate::extractors::authentication::GuardedData;
use crate::extractors::sequential_extractor::SeqHandler;
use crate::metrics::MEILISEARCH_DEGRADED_SEARCH_REQUESTS;
use crate::search::{
add_search_rules, perform_search, HybridQuery, MatchingStrategy, RankingScoreThreshold,
RetrieveVectors, SearchKind, SearchQuery, SemanticRatio, DEFAULT_CROP_LENGTH,
DEFAULT_CROP_MARKER, DEFAULT_HIGHLIGHT_POST_TAG, DEFAULT_HIGHLIGHT_PRE_TAG,
DEFAULT_SEARCH_LIMIT, DEFAULT_SEARCH_OFFSET, DEFAULT_SEMANTIC_RATIO,
};
use crate::search_queue::SearchQueue;
pub fn configure(cfg: &mut web::ServiceConfig) {
cfg.service(
web::resource("")
.route(web::get().to(SeqHandler(search_with_url_query)))
.route(web::post().to(SeqHandler(search_with_post))),
);
}
#[derive(Debug, deserr::Deserr)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct SearchQueryGet {
#[deserr(default, error = DeserrQueryParamError<InvalidSearchQ>)]
q: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchVector>)]
vector: Option<CS<f32>>,
#[deserr(default = Param(DEFAULT_SEARCH_OFFSET()), error = DeserrQueryParamError<InvalidSearchOffset>)]
offset: Param<usize>,
#[deserr(default = Param(DEFAULT_SEARCH_LIMIT()), error = DeserrQueryParamError<InvalidSearchLimit>)]
limit: Param<usize>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchPage>)]
page: Option<Param<usize>>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchHitsPerPage>)]
hits_per_page: Option<Param<usize>>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchAttributesToRetrieve>)]
attributes_to_retrieve: Option<CS<String>>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchRetrieveVectors>)]
retrieve_vectors: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchAttributesToCrop>)]
attributes_to_crop: Option<CS<String>>,
#[deserr(default = Param(DEFAULT_CROP_LENGTH()), error = DeserrQueryParamError<InvalidSearchCropLength>)]
crop_length: Param<usize>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchAttributesToHighlight>)]
attributes_to_highlight: Option<CS<String>>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchFilter>)]
filter: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchSort>)]
sort: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchDistinct>)]
distinct: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchShowMatchesPosition>)]
show_matches_position: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchShowRankingScore>)]
show_ranking_score: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchShowRankingScoreDetails>)]
show_ranking_score_details: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchFacets>)]
facets: Option<CS<String>>,
#[deserr( default = DEFAULT_HIGHLIGHT_PRE_TAG(), error = DeserrQueryParamError<InvalidSearchHighlightPreTag>)]
highlight_pre_tag: String,
#[deserr( default = DEFAULT_HIGHLIGHT_POST_TAG(), error = DeserrQueryParamError<InvalidSearchHighlightPostTag>)]
highlight_post_tag: String,
#[deserr(default = DEFAULT_CROP_MARKER(), error = DeserrQueryParamError<InvalidSearchCropMarker>)]
crop_marker: String,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchMatchingStrategy>)]
matching_strategy: MatchingStrategy,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchAttributesToSearchOn>)]
pub attributes_to_search_on: Option<CS<String>>,
#[deserr(default, error = DeserrQueryParamError<InvalidEmbedder>)]
pub hybrid_embedder: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchSemanticRatio>)]
pub hybrid_semantic_ratio: Option<SemanticRatioGet>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchRankingScoreThreshold>)]
pub ranking_score_threshold: Option<RankingScoreThresholdGet>,
#[deserr(default, error = DeserrQueryParamError<InvalidSearchLocales>)]
pub locales: Option<CS<Locale>>,
}
#[derive(Debug, Clone, Copy, PartialEq, deserr::Deserr)]
#[deserr(try_from(String) = TryFrom::try_from -> InvalidSearchRankingScoreThreshold)]
pub struct RankingScoreThresholdGet(RankingScoreThreshold);
impl std::convert::TryFrom<String> for RankingScoreThresholdGet {
type Error = InvalidSearchRankingScoreThreshold;
fn try_from(s: String) -> Result<Self, Self::Error> {
let f: f64 = s.parse().map_err(|_| InvalidSearchRankingScoreThreshold)?;
Ok(RankingScoreThresholdGet(RankingScoreThreshold::try_from(f)?))
}
}
#[derive(Debug, Clone, Copy, Default, PartialEq, deserr::Deserr)]
#[deserr(try_from(String) = TryFrom::try_from -> InvalidSearchSemanticRatio)]
pub struct SemanticRatioGet(SemanticRatio);
impl std::convert::TryFrom<String> for SemanticRatioGet {
type Error = InvalidSearchSemanticRatio;
fn try_from(s: String) -> Result<Self, Self::Error> {
let f: f32 = s.parse().map_err(|_| InvalidSearchSemanticRatio)?;
Ok(SemanticRatioGet(SemanticRatio::try_from(f)?))
}
}
impl std::ops::Deref for SemanticRatioGet {
type Target = SemanticRatio;
fn deref(&self) -> &Self::Target {
&self.0
}
}
impl TryFrom<SearchQueryGet> for SearchQuery {
type Error = ResponseError;
fn try_from(other: SearchQueryGet) -> Result<Self, Self::Error> {
let filter = match other.filter {
Some(f) => match serde_json::from_str(&f) {
Ok(v) => Some(v),
_ => Some(Value::String(f)),
},
None => None,
};
let hybrid = match (other.hybrid_embedder, other.hybrid_semantic_ratio) {
(None, None) => None,
(None, Some(_)) => {
return Err(ResponseError::from_msg(
"`hybridEmbedder` is mandatory when `hybridSemanticRatio` is present".into(),
meilisearch_types::error::Code::InvalidHybridQuery,
));
}
(Some(embedder), None) => {
Some(HybridQuery { semantic_ratio: DEFAULT_SEMANTIC_RATIO(), embedder })
}
(Some(embedder), Some(semantic_ratio)) => {
Some(HybridQuery { semantic_ratio: *semantic_ratio, embedder })
}
};
if other.vector.is_some() && hybrid.is_none() {
return Err(ResponseError::from_msg(
"`hybridEmbedder` is mandatory when `vector` is present".into(),
meilisearch_types::error::Code::MissingSearchHybrid,
));
}
Ok(Self {
q: other.q,
vector: other.vector.map(CS::into_inner),
offset: other.offset.0,
limit: other.limit.0,
page: other.page.as_deref().copied(),
hits_per_page: other.hits_per_page.as_deref().copied(),
attributes_to_retrieve: other.attributes_to_retrieve.map(|o| o.into_iter().collect()),
retrieve_vectors: other.retrieve_vectors.0,
attributes_to_crop: other.attributes_to_crop.map(|o| o.into_iter().collect()),
crop_length: other.crop_length.0,
attributes_to_highlight: other.attributes_to_highlight.map(|o| o.into_iter().collect()),
filter,
sort: other.sort.map(|attr| fix_sort_query_parameters(&attr)),
distinct: other.distinct,
show_matches_position: other.show_matches_position.0,
show_ranking_score: other.show_ranking_score.0,
show_ranking_score_details: other.show_ranking_score_details.0,
facets: other.facets.map(|o| o.into_iter().collect()),
highlight_pre_tag: other.highlight_pre_tag,
highlight_post_tag: other.highlight_post_tag,
crop_marker: other.crop_marker,
matching_strategy: other.matching_strategy,
attributes_to_search_on: other.attributes_to_search_on.map(|o| o.into_iter().collect()),
hybrid,
ranking_score_threshold: other.ranking_score_threshold.map(|o| o.0),
locales: other.locales.map(|o| o.into_iter().collect()),
})
}
}
// TODO: TAMO: split on :asc, and :desc, instead of doing some weird things
/// Transform the sort query parameter into something that matches the post expected format.
fn fix_sort_query_parameters(sort_query: &str) -> Vec<String> {
let mut sort_parameters = Vec::new();
let mut merge = false;
for current_sort in sort_query.trim_matches('"').split(',').map(|s| s.trim()) {
if current_sort.starts_with("_geoPoint(") {
sort_parameters.push(current_sort.to_string());
merge = true;
} else if merge && !sort_parameters.is_empty() {
let s = sort_parameters.last_mut().unwrap();
s.push(',');
s.push_str(current_sort);
if current_sort.ends_with("):desc") || current_sort.ends_with("):asc") {
merge = false;
}
} else {
sort_parameters.push(current_sort.to_string());
merge = false;
}
}
sort_parameters
}
pub async fn search_with_url_query(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
search_queue: web::Data<SearchQueue>,
index_uid: web::Path<String>,
params: AwebQueryParameter<SearchQueryGet, DeserrQueryParamError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
debug!(parameters = ?params, "Search get");
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let mut query: SearchQuery = params.into_inner().try_into()?;
// Tenant token search_rules.
if let Some(search_rules) = index_scheduler.filters().get_index_search_rules(&index_uid) {
add_search_rules(&mut query.filter, search_rules);
}
let mut aggregate = SearchAggregator::from_query(&query, &req);
let index = index_scheduler.index(&index_uid)?;
let features = index_scheduler.features();
let search_kind = search_kind(&query, index_scheduler.get_ref(), &index, features)?;
let retrieve_vector = RetrieveVectors::new(query.retrieve_vectors, features)?;
let permit = search_queue.try_get_search_permit().await?;
let search_result = tokio::task::spawn_blocking(move || {
perform_search(&index, query, search_kind, retrieve_vector, index_scheduler.features())
})
.await;
permit.drop().await;
let search_result = search_result?;
if let Ok(ref search_result) = search_result {
aggregate.succeed(search_result);
}
analytics.get_search(aggregate);
let search_result = search_result?;
debug!(returns = ?search_result, "Search get");
Ok(HttpResponse::Ok().json(search_result))
}
pub async fn search_with_post(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
search_queue: web::Data<SearchQueue>,
index_uid: web::Path<String>,
params: AwebJson<SearchQuery, DeserrJsonError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let mut query = params.into_inner();
debug!(parameters = ?query, "Search post");
// Tenant token search_rules.
if let Some(search_rules) = index_scheduler.filters().get_index_search_rules(&index_uid) {
add_search_rules(&mut query.filter, search_rules);
}
let mut aggregate = SearchAggregator::from_query(&query, &req);
let index = index_scheduler.index(&index_uid)?;
let features = index_scheduler.features();
let search_kind = search_kind(&query, index_scheduler.get_ref(), &index, features)?;
let retrieve_vectors = RetrieveVectors::new(query.retrieve_vectors, features)?;
let permit = search_queue.try_get_search_permit().await?;
let search_result = tokio::task::spawn_blocking(move || {
perform_search(&index, query, search_kind, retrieve_vectors, index_scheduler.features())
})
.await;
permit.drop().await;
let search_result = search_result?;
if let Ok(ref search_result) = search_result {
aggregate.succeed(search_result);
if search_result.degraded {
MEILISEARCH_DEGRADED_SEARCH_REQUESTS.inc();
}
}
analytics.post_search(aggregate);
let search_result = search_result?;
debug!(returns = ?search_result, "Search post");
Ok(HttpResponse::Ok().json(search_result))
}
pub fn search_kind(
query: &SearchQuery,
index_scheduler: &IndexScheduler,
index: &milli::Index,
features: RoFeatures,
) -> Result<SearchKind, ResponseError> {
if query.vector.is_some() {
features.check_vector("Passing `vector` as a parameter")?;
}
if query.hybrid.is_some() {
features.check_vector("Passing `hybrid` as a parameter")?;
}
// handle with care, the order of cases matters, the semantics is subtle
match (query.q.as_deref(), &query.hybrid, query.vector.as_deref()) {
// empty query, no vector => placeholder search
(Some(q), _, None) if q.trim().is_empty() => Ok(SearchKind::KeywordOnly),
// no query, no vector => placeholder search
(None, _, None) => Ok(SearchKind::KeywordOnly),
// hybrid.semantic_ratio == 1.0 => vector
(_, Some(HybridQuery { semantic_ratio, embedder }), v) if **semantic_ratio == 1.0 => {
SearchKind::semantic(index_scheduler, index, embedder, v.map(|v| v.len()))
}
// hybrid.semantic_ratio == 0.0 => keyword
(_, Some(HybridQuery { semantic_ratio, embedder: _ }), _) if **semantic_ratio == 0.0 => {
Ok(SearchKind::KeywordOnly)
}
// no query, hybrid, vector => semantic
(None, Some(HybridQuery { semantic_ratio: _, embedder }), Some(v)) => {
SearchKind::semantic(index_scheduler, index, embedder, Some(v.len()))
}
// query, no hybrid, no vector => keyword
(Some(_), None, None) => Ok(SearchKind::KeywordOnly),
// query, hybrid, maybe vector => hybrid
(Some(_), Some(HybridQuery { semantic_ratio, embedder }), v) => SearchKind::hybrid(
index_scheduler,
index,
embedder,
**semantic_ratio,
v.map(|v| v.len()),
),
(_, None, Some(_)) => Err(MeilisearchHttpError::MissingSearchHybrid.into()),
}
}
#[cfg(test)]
mod test {
use super::*;
#[test]
fn test_fix_sort_query_parameters() {
let sort = fix_sort_query_parameters("_geoPoint(12, 13):asc");
assert_eq!(sort, vec!["_geoPoint(12,13):asc".to_string()]);
let sort = fix_sort_query_parameters("doggo:asc,_geoPoint(12.45,13.56):desc");
assert_eq!(sort, vec!["doggo:asc".to_string(), "_geoPoint(12.45,13.56):desc".to_string(),]);
let sort = fix_sort_query_parameters(
"doggo:asc , _geoPoint(12.45, 13.56, 2590352):desc , catto:desc",
);
assert_eq!(
sort,
vec![
"doggo:asc".to_string(),
"_geoPoint(12.45,13.56,2590352):desc".to_string(),
"catto:desc".to_string(),
]
);
let sort = fix_sort_query_parameters("doggo:asc , _geoPoint(1, 2), catto:desc");
// This is ugly but eh, I don't want to write a full parser just for this unused route
assert_eq!(sort, vec!["doggo:asc".to_string(), "_geoPoint(1,2),catto:desc".to_string(),]);
}
}

View file

@ -0,0 +1,901 @@
use actix_web::web::Data;
use actix_web::{web, HttpRequest, HttpResponse};
use deserr::actix_web::AwebJson;
use index_scheduler::IndexScheduler;
use meilisearch_types::deserr::DeserrJsonError;
use meilisearch_types::error::ResponseError;
use meilisearch_types::facet_values_sort::FacetValuesSort;
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::milli::update::Setting;
use meilisearch_types::settings::{settings, RankingRuleView, SecretPolicy, Settings, Unchecked};
use meilisearch_types::tasks::KindWithContent;
use serde_json::json;
use tracing::debug;
use crate::analytics::Analytics;
use crate::extractors::authentication::policies::*;
use crate::extractors::authentication::GuardedData;
use crate::routes::{get_task_id, is_dry_run, SummarizedTaskView};
use crate::Opt;
#[macro_export]
macro_rules! make_setting_route {
($route:literal, $update_verb:ident, $type:ty, $err_ty:ty, $attr:ident, $camelcase_attr:literal, $analytics_var:ident, $analytics:expr) => {
pub mod $attr {
use actix_web::web::Data;
use actix_web::{web, HttpRequest, HttpResponse, Resource};
use index_scheduler::IndexScheduler;
use meilisearch_types::error::ResponseError;
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::milli::update::Setting;
use meilisearch_types::settings::{settings, Settings};
use meilisearch_types::tasks::KindWithContent;
use tracing::debug;
use $crate::analytics::Analytics;
use $crate::extractors::authentication::policies::*;
use $crate::extractors::authentication::GuardedData;
use $crate::extractors::sequential_extractor::SeqHandler;
use $crate::Opt;
use $crate::routes::{is_dry_run, get_task_id, SummarizedTaskView};
pub async fn delete(
index_scheduler: GuardedData<
ActionPolicy<{ actions::SETTINGS_UPDATE }>,
Data<IndexScheduler>,
>,
index_uid: web::Path<String>,
req: HttpRequest,
opt: web::Data<Opt>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let new_settings = Settings { $attr: Setting::Reset.into(), ..Default::default() };
let allow_index_creation =
index_scheduler.filters().allow_index_creation(&index_uid);
let task = KindWithContent::SettingsUpdate {
index_uid: index_uid.to_string(),
new_settings: Box::new(new_settings),
is_deletion: true,
allow_index_creation,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete settings");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn update(
index_scheduler: GuardedData<
ActionPolicy<{ actions::SETTINGS_UPDATE }>,
Data<IndexScheduler>,
>,
index_uid: actix_web::web::Path<String>,
body: deserr::actix_web::AwebJson<Option<$type>, $err_ty>,
req: HttpRequest,
opt: web::Data<Opt>,
$analytics_var: web::Data<dyn Analytics>,
) -> std::result::Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let body = body.into_inner();
debug!(parameters = ?body, "Update settings");
#[allow(clippy::redundant_closure_call)]
$analytics(&body, &req);
let new_settings = Settings {
$attr: match body {
Some(inner_body) => Setting::Set(inner_body).into(),
None => Setting::Reset.into(),
},
..Default::default()
};
let new_settings = $crate::routes::indexes::settings::validate_settings(
new_settings,
&index_scheduler,
)?;
let allow_index_creation =
index_scheduler.filters().allow_index_creation(&index_uid);
let task = KindWithContent::SettingsUpdate {
index_uid: index_uid.to_string(),
new_settings: Box::new(new_settings),
is_deletion: false,
allow_index_creation,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Update settings");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn get(
index_scheduler: GuardedData<
ActionPolicy<{ actions::SETTINGS_GET }>,
Data<IndexScheduler>,
>,
index_uid: actix_web::web::Path<String>,
) -> std::result::Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let index = index_scheduler.index(&index_uid)?;
let rtxn = index.read_txn()?;
let settings = settings(&index, &rtxn, meilisearch_types::settings::SecretPolicy::HideSecrets)?;
debug!(returns = ?settings, "Update settings");
Ok(HttpResponse::Ok().json(settings.$attr))
}
pub fn resources() -> Resource {
Resource::new($route)
.route(web::get().to(SeqHandler(get)))
.route(web::$update_verb().to(SeqHandler(update)))
.route(web::delete().to(SeqHandler(delete)))
}
}
};
}
make_setting_route!(
"/filterable-attributes",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsFilterableAttributes,
>,
filterable_attributes,
"filterableAttributes",
analytics,
|setting: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"FilterableAttributes Updated".to_string(),
json!({
"filterable_attributes": {
"total": setting.as_ref().map(|filter| filter.len()).unwrap_or(0),
"has_geo": setting.as_ref().map(|filter| filter.contains("_geo")).unwrap_or(false),
}
}),
Some(req),
);
}
);
make_setting_route!(
"/sortable-attributes",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsSortableAttributes,
>,
sortable_attributes,
"sortableAttributes",
analytics,
|setting: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"SortableAttributes Updated".to_string(),
json!({
"sortable_attributes": {
"total": setting.as_ref().map(|sort| sort.len()),
"has_geo": setting.as_ref().map(|sort| sort.contains("_geo")),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/displayed-attributes",
put,
Vec<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsDisplayedAttributes,
>,
displayed_attributes,
"displayedAttributes",
analytics,
|displayed: &Option<Vec<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"DisplayedAttributes Updated".to_string(),
json!({
"displayed_attributes": {
"total": displayed.as_ref().map(|displayed| displayed.len()),
"with_wildcard": displayed.as_ref().map(|displayed| displayed.iter().any(|displayed| displayed == "*")),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/typo-tolerance",
patch,
meilisearch_types::settings::TypoSettings,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsTypoTolerance,
>,
typo_tolerance,
"typoTolerance",
analytics,
|setting: &Option<meilisearch_types::settings::TypoSettings>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"TypoTolerance Updated".to_string(),
json!({
"typo_tolerance": {
"enabled": setting.as_ref().map(|s| !matches!(s.enabled, Setting::Set(false))),
"disable_on_attributes": setting
.as_ref()
.and_then(|s| s.disable_on_attributes.as_ref().set().map(|m| !m.is_empty())),
"disable_on_words": setting
.as_ref()
.and_then(|s| s.disable_on_words.as_ref().set().map(|m| !m.is_empty())),
"min_word_size_for_one_typo": setting
.as_ref()
.and_then(|s| s.min_word_size_for_typos
.as_ref()
.set()
.map(|s| s.one_typo.set()))
.flatten(),
"min_word_size_for_two_typos": setting
.as_ref()
.and_then(|s| s.min_word_size_for_typos
.as_ref()
.set()
.map(|s| s.two_typos.set()))
.flatten(),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/searchable-attributes",
put,
Vec<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsSearchableAttributes,
>,
searchable_attributes,
"searchableAttributes",
analytics,
|setting: &Option<Vec<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"SearchableAttributes Updated".to_string(),
json!({
"searchable_attributes": {
"total": setting.as_ref().map(|searchable| searchable.len()),
"with_wildcard": setting.as_ref().map(|searchable| searchable.iter().any(|searchable| searchable == "*")),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/stop-words",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsStopWords,
>,
stop_words,
"stopWords",
analytics,
|stop_words: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"StopWords Updated".to_string(),
json!({
"stop_words": {
"total": stop_words.as_ref().map(|stop_words| stop_words.len()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/non-separator-tokens",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsNonSeparatorTokens,
>,
non_separator_tokens,
"nonSeparatorTokens",
analytics,
|non_separator_tokens: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"nonSeparatorTokens Updated".to_string(),
json!({
"non_separator_tokens": {
"total": non_separator_tokens.as_ref().map(|non_separator_tokens| non_separator_tokens.len()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/separator-tokens",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsSeparatorTokens,
>,
separator_tokens,
"separatorTokens",
analytics,
|separator_tokens: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"separatorTokens Updated".to_string(),
json!({
"separator_tokens": {
"total": separator_tokens.as_ref().map(|separator_tokens| separator_tokens.len()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/dictionary",
put,
std::collections::BTreeSet<String>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsDictionary,
>,
dictionary,
"dictionary",
analytics,
|dictionary: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"dictionary Updated".to_string(),
json!({
"dictionary": {
"total": dictionary.as_ref().map(|dictionary| dictionary.len()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/synonyms",
put,
std::collections::BTreeMap<String, Vec<String>>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsSynonyms,
>,
synonyms,
"synonyms",
analytics,
|synonyms: &Option<std::collections::BTreeMap<String, Vec<String>>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"Synonyms Updated".to_string(),
json!({
"synonyms": {
"total": synonyms.as_ref().map(|synonyms| synonyms.len()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/distinct-attribute",
put,
String,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsDistinctAttribute,
>,
distinct_attribute,
"distinctAttribute",
analytics,
|distinct: &Option<String>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"DistinctAttribute Updated".to_string(),
json!({
"distinct_attribute": {
"set": distinct.is_some(),
}
}),
Some(req),
);
}
);
make_setting_route!(
"/proximity-precision",
put,
meilisearch_types::settings::ProximityPrecisionView,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsProximityPrecision,
>,
proximity_precision,
"proximityPrecision",
analytics,
|precision: &Option<meilisearch_types::settings::ProximityPrecisionView>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"ProximityPrecision Updated".to_string(),
json!({
"proximity_precision": {
"set": precision.is_some(),
"value": precision.unwrap_or_default(),
}
}),
Some(req),
);
}
);
make_setting_route!(
"/localized-attributes",
put,
Vec<meilisearch_types::locales::LocalizedAttributesRuleView>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsLocalizedAttributes,
>,
localized_attributes,
"localizedAttributes",
analytics,
|rules: &Option<Vec<meilisearch_types::locales::LocalizedAttributesRuleView>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"LocalizedAttributesRules Updated".to_string(),
json!({
"locales": rules.as_ref().map(|rules| rules.iter().flat_map(|rule| rule.locales.iter().cloned()).collect::<std::collections::BTreeSet<_>>())
}),
Some(req),
);
}
);
make_setting_route!(
"/ranking-rules",
put,
Vec<meilisearch_types::settings::RankingRuleView>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsRankingRules,
>,
ranking_rules,
"rankingRules",
analytics,
|setting: &Option<Vec<meilisearch_types::settings::RankingRuleView>>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"RankingRules Updated".to_string(),
json!({
"ranking_rules": {
"words_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Words))),
"typo_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Typo))),
"proximity_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Proximity))),
"attribute_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Attribute))),
"sort_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Sort))),
"exactness_position": setting.as_ref().map(|rr| rr.iter().position(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Exactness))),
"values": setting.as_ref().map(|rr| rr.iter().filter(|s| matches!(s, meilisearch_types::settings::RankingRuleView::Asc(_) | meilisearch_types::settings::RankingRuleView::Desc(_)) ).map(|x| x.to_string()).collect::<Vec<_>>().join(", ")),
}
}),
Some(req),
);
}
);
make_setting_route!(
"/faceting",
patch,
meilisearch_types::settings::FacetingSettings,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsFaceting,
>,
faceting,
"faceting",
analytics,
|setting: &Option<meilisearch_types::settings::FacetingSettings>, req: &HttpRequest| {
use serde_json::json;
use meilisearch_types::facet_values_sort::FacetValuesSort;
analytics.publish(
"Faceting Updated".to_string(),
json!({
"faceting": {
"max_values_per_facet": setting.as_ref().and_then(|s| s.max_values_per_facet.set()),
"sort_facet_values_by_star_count": setting.as_ref().and_then(|s| {
s.sort_facet_values_by.as_ref().set().map(|s| s.iter().any(|(k, v)| k == "*" && v == &FacetValuesSort::Count))
}),
"sort_facet_values_by_total": setting.as_ref().and_then(|s| s.sort_facet_values_by.as_ref().set().map(|s| s.len())),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/pagination",
patch,
meilisearch_types::settings::PaginationSettings,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsPagination,
>,
pagination,
"pagination",
analytics,
|setting: &Option<meilisearch_types::settings::PaginationSettings>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"Pagination Updated".to_string(),
json!({
"pagination": {
"max_total_hits": setting.as_ref().and_then(|s| s.max_total_hits.set()),
},
}),
Some(req),
);
}
);
make_setting_route!(
"/embedders",
patch,
std::collections::BTreeMap<String, Setting<meilisearch_types::milli::vector::settings::EmbeddingSettings>>,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsEmbedders,
>,
embedders,
"embedders",
analytics,
|setting: &Option<std::collections::BTreeMap<String, Setting<meilisearch_types::milli::vector::settings::EmbeddingSettings>>>, req: &HttpRequest| {
analytics.publish(
"Embedders Updated".to_string(),
serde_json::json!({"embedders": crate::routes::indexes::settings::embedder_analytics(setting.as_ref())}),
Some(req),
);
}
);
fn embedder_analytics(
setting: Option<
&std::collections::BTreeMap<
String,
Setting<meilisearch_types::milli::vector::settings::EmbeddingSettings>,
>,
>,
) -> serde_json::Value {
let mut sources = std::collections::HashSet::new();
if let Some(s) = &setting {
for source in s
.values()
.filter_map(|config| config.clone().set())
.filter_map(|config| config.source.set())
{
use meilisearch_types::milli::vector::settings::EmbedderSource;
match source {
EmbedderSource::OpenAi => sources.insert("openAi"),
EmbedderSource::HuggingFace => sources.insert("huggingFace"),
EmbedderSource::UserProvided => sources.insert("userProvided"),
EmbedderSource::Ollama => sources.insert("ollama"),
EmbedderSource::Rest => sources.insert("rest"),
};
}
};
let document_template_used = setting.as_ref().map(|map| {
map.values()
.filter_map(|config| config.clone().set())
.any(|config| config.document_template.set().is_some())
});
let document_template_max_bytes = setting.as_ref().and_then(|map| {
map.values()
.filter_map(|config| config.clone().set())
.filter_map(|config| config.document_template_max_bytes.set())
.max()
});
let binary_quantization_used = setting.as_ref().map(|map| {
map.values()
.filter_map(|config| config.clone().set())
.any(|config| config.binary_quantized.set().is_some())
});
json!(
{
"total": setting.as_ref().map(|s| s.len()),
"sources": sources,
"document_template_used": document_template_used,
"document_template_max_bytes": document_template_max_bytes,
"binary_quantization_used": binary_quantization_used,
}
)
}
make_setting_route!(
"/search-cutoff-ms",
put,
u64,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsSearchCutoffMs,
>,
search_cutoff_ms,
"searchCutoffMs",
analytics,
|setting: &Option<u64>, req: &HttpRequest| {
analytics.publish(
"Search Cutoff Updated".to_string(),
serde_json::json!({"search_cutoff_ms": setting }),
Some(req),
);
}
);
macro_rules! generate_configure {
($($mod:ident),*) => {
pub fn configure(cfg: &mut web::ServiceConfig) {
use crate::extractors::sequential_extractor::SeqHandler;
cfg.service(
web::resource("")
.route(web::patch().to(SeqHandler(update_all)))
.route(web::get().to(SeqHandler(get_all)))
.route(web::delete().to(SeqHandler(delete_all))))
$(.service($mod::resources()))*;
}
};
}
generate_configure!(
filterable_attributes,
sortable_attributes,
displayed_attributes,
localized_attributes,
searchable_attributes,
distinct_attribute,
proximity_precision,
stop_words,
separator_tokens,
non_separator_tokens,
dictionary,
synonyms,
ranking_rules,
typo_tolerance,
pagination,
faceting,
embedders,
search_cutoff_ms
);
pub async fn update_all(
index_scheduler: GuardedData<ActionPolicy<{ actions::SETTINGS_UPDATE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
body: AwebJson<Settings<Unchecked>, DeserrJsonError>,
req: HttpRequest,
opt: web::Data<Opt>,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let new_settings = body.into_inner();
debug!(parameters = ?new_settings, "Update all settings");
let new_settings = validate_settings(new_settings, &index_scheduler)?;
analytics.publish(
"Settings Updated".to_string(),
json!({
"ranking_rules": {
"words_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Words))),
"typo_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Typo))),
"proximity_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Proximity))),
"attribute_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Attribute))),
"sort_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Sort))),
"exactness_position": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().position(|s| matches!(s, RankingRuleView::Exactness))),
"values": new_settings.ranking_rules.as_ref().set().map(|rr| rr.iter().filter(|s| !matches!(s, RankingRuleView::Asc(_) | RankingRuleView::Desc(_)) ).map(|x| x.to_string()).collect::<Vec<_>>().join(", ")),
},
"searchable_attributes": {
"total": new_settings.searchable_attributes.as_ref().set().map(|searchable| searchable.len()),
"with_wildcard": new_settings.searchable_attributes.as_ref().set().map(|searchable| searchable.iter().any(|searchable| searchable == "*")),
},
"displayed_attributes": {
"total": new_settings.displayed_attributes.as_ref().set().map(|displayed| displayed.len()),
"with_wildcard": new_settings.displayed_attributes.as_ref().set().map(|displayed| displayed.iter().any(|displayed| displayed == "*")),
},
"sortable_attributes": {
"total": new_settings.sortable_attributes.as_ref().set().map(|sort| sort.len()),
"has_geo": new_settings.sortable_attributes.as_ref().set().map(|sort| sort.iter().any(|s| s == "_geo")),
},
"filterable_attributes": {
"total": new_settings.filterable_attributes.as_ref().set().map(|filter| filter.len()),
"has_geo": new_settings.filterable_attributes.as_ref().set().map(|filter| filter.iter().any(|s| s == "_geo")),
},
"distinct_attribute": {
"set": new_settings.distinct_attribute.as_ref().set().is_some()
},
"proximity_precision": {
"set": new_settings.proximity_precision.as_ref().set().is_some(),
"value": new_settings.proximity_precision.as_ref().set().copied().unwrap_or_default()
},
"typo_tolerance": {
"enabled": new_settings.typo_tolerance
.as_ref()
.set()
.and_then(|s| s.enabled.as_ref().set())
.copied(),
"disable_on_attributes": new_settings.typo_tolerance
.as_ref()
.set()
.and_then(|s| s.disable_on_attributes.as_ref().set().map(|m| !m.is_empty())),
"disable_on_words": new_settings.typo_tolerance
.as_ref()
.set()
.and_then(|s| s.disable_on_words.as_ref().set().map(|m| !m.is_empty())),
"min_word_size_for_one_typo": new_settings.typo_tolerance
.as_ref()
.set()
.and_then(|s| s.min_word_size_for_typos
.as_ref()
.set()
.map(|s| s.one_typo.set()))
.flatten(),
"min_word_size_for_two_typos": new_settings.typo_tolerance
.as_ref()
.set()
.and_then(|s| s.min_word_size_for_typos
.as_ref()
.set()
.map(|s| s.two_typos.set()))
.flatten(),
},
"faceting": {
"max_values_per_facet": new_settings.faceting
.as_ref()
.set()
.and_then(|s| s.max_values_per_facet.as_ref().set()),
"sort_facet_values_by_star_count": new_settings.faceting
.as_ref()
.set()
.and_then(|s| {
s.sort_facet_values_by.as_ref().set().map(|s| s.iter().any(|(k, v)| k == "*" && v == &FacetValuesSort::Count))
}),
"sort_facet_values_by_total": new_settings.faceting
.as_ref()
.set()
.and_then(|s| s.sort_facet_values_by.as_ref().set().map(|s| s.len())),
},
"pagination": {
"max_total_hits": new_settings.pagination
.as_ref()
.set()
.and_then(|s| s.max_total_hits.as_ref().set()),
},
"stop_words": {
"total": new_settings.stop_words.as_ref().set().map(|stop_words| stop_words.len()),
},
"synonyms": {
"total": new_settings.synonyms.as_ref().set().map(|synonyms| synonyms.len()),
},
"embedders": crate::routes::indexes::settings::embedder_analytics(new_settings.embedders.as_ref().set()),
"search_cutoff_ms": new_settings.search_cutoff_ms.as_ref().set(),
"locales": new_settings.localized_attributes.as_ref().set().map(|rules| rules.iter().flat_map(|rule| rule.locales.iter().cloned()).collect::<std::collections::BTreeSet<_>>()),
}),
Some(&req),
);
let allow_index_creation = index_scheduler.filters().allow_index_creation(&index_uid);
let index_uid = IndexUid::try_from(index_uid.into_inner())?.into_inner();
let task = KindWithContent::SettingsUpdate {
index_uid,
new_settings: Box::new(new_settings),
is_deletion: false,
allow_index_creation,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Update all settings");
Ok(HttpResponse::Accepted().json(task))
}
pub async fn get_all(
index_scheduler: GuardedData<ActionPolicy<{ actions::SETTINGS_GET }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let index = index_scheduler.index(&index_uid)?;
let rtxn = index.read_txn()?;
let new_settings = settings(&index, &rtxn, SecretPolicy::HideSecrets)?;
debug!(returns = ?new_settings, "Get all settings");
Ok(HttpResponse::Ok().json(new_settings))
}
pub async fn delete_all(
index_scheduler: GuardedData<ActionPolicy<{ actions::SETTINGS_UPDATE }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
req: HttpRequest,
opt: web::Data<Opt>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let new_settings = Settings::cleared().into_unchecked();
let allow_index_creation = index_scheduler.filters().allow_index_creation(&index_uid);
let index_uid = IndexUid::try_from(index_uid.into_inner())?.into_inner();
let task = KindWithContent::SettingsUpdate {
index_uid,
new_settings: Box::new(new_settings),
is_deletion: true,
allow_index_creation,
};
let uid = get_task_id(&req, &opt)?;
let dry_run = is_dry_run(&req, &opt)?;
let task: SummarizedTaskView =
tokio::task::spawn_blocking(move || index_scheduler.register(task, uid, dry_run))
.await??
.into();
debug!(returns = ?task, "Delete all settings");
Ok(HttpResponse::Accepted().json(task))
}
fn validate_settings(
settings: Settings<Unchecked>,
index_scheduler: &IndexScheduler,
) -> Result<Settings<Unchecked>, ResponseError> {
if matches!(settings.embedders, Setting::Set(_)) {
index_scheduler.features().check_vector("Passing `embedders` in settings")?
}
Ok(settings.validate()?)
}

View file

@ -0,0 +1,200 @@
use actix_web::web::{self, Data};
use actix_web::{HttpRequest, HttpResponse};
use deserr::actix_web::{AwebJson, AwebQueryParameter};
use index_scheduler::IndexScheduler;
use meilisearch_types::deserr::query_params::Param;
use meilisearch_types::deserr::{DeserrJsonError, DeserrQueryParamError};
use meilisearch_types::error::deserr_codes::*;
use meilisearch_types::error::{ErrorCode as _, ResponseError};
use meilisearch_types::index_uid::IndexUid;
use meilisearch_types::keys::actions;
use meilisearch_types::serde_cs::vec::CS;
use serde_json::Value;
use tracing::debug;
use super::ActionPolicy;
use crate::analytics::{Analytics, SimilarAggregator};
use crate::extractors::authentication::GuardedData;
use crate::extractors::sequential_extractor::SeqHandler;
use crate::search::{
add_search_rules, perform_similar, RankingScoreThresholdSimilar, RetrieveVectors, SearchKind,
SimilarQuery, SimilarResult, DEFAULT_SEARCH_LIMIT, DEFAULT_SEARCH_OFFSET,
};
pub fn configure(cfg: &mut web::ServiceConfig) {
cfg.service(
web::resource("")
.route(web::get().to(SeqHandler(similar_get)))
.route(web::post().to(SeqHandler(similar_post))),
);
}
pub async fn similar_get(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebQueryParameter<SimilarQueryGet, DeserrQueryParamError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let query = params.0.try_into()?;
let mut aggregate = SimilarAggregator::from_query(&query, &req);
debug!(parameters = ?query, "Similar get");
let similar = similar(index_scheduler, index_uid, query).await;
if let Ok(similar) = &similar {
aggregate.succeed(similar);
}
analytics.get_similar(aggregate);
let similar = similar?;
debug!(returns = ?similar, "Similar get");
Ok(HttpResponse::Ok().json(similar))
}
pub async fn similar_post(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
index_uid: web::Path<String>,
params: AwebJson<SimilarQuery, DeserrJsonError>,
req: HttpRequest,
analytics: web::Data<dyn Analytics>,
) -> Result<HttpResponse, ResponseError> {
let index_uid = IndexUid::try_from(index_uid.into_inner())?;
let query = params.into_inner();
debug!(parameters = ?query, "Similar post");
let mut aggregate = SimilarAggregator::from_query(&query, &req);
let similar = similar(index_scheduler, index_uid, query).await;
if let Ok(similar) = &similar {
aggregate.succeed(similar);
}
analytics.post_similar(aggregate);
let similar = similar?;
debug!(returns = ?similar, "Similar post");
Ok(HttpResponse::Ok().json(similar))
}
async fn similar(
index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
index_uid: IndexUid,
mut query: SimilarQuery,
) -> Result<SimilarResult, ResponseError> {
let features = index_scheduler.features();
features.check_vector("Using the similar API")?;
let retrieve_vectors = RetrieveVectors::new(query.retrieve_vectors, features)?;
// Tenant token search_rules.
if let Some(search_rules) = index_scheduler.filters().get_index_search_rules(&index_uid) {
add_search_rules(&mut query.filter, search_rules);
}
let index = index_scheduler.index(&index_uid)?;
let (embedder_name, embedder, quantized) =
SearchKind::embedder(&index_scheduler, &index, &query.embedder, None)?;
tokio::task::spawn_blocking(move || {
perform_similar(
&index,
query,
embedder_name,
embedder,
quantized,
retrieve_vectors,
index_scheduler.features(),
)
})
.await?
}
#[derive(Debug, deserr::Deserr)]
#[deserr(error = DeserrQueryParamError, rename_all = camelCase, deny_unknown_fields)]
pub struct SimilarQueryGet {
#[deserr(error = DeserrQueryParamError<InvalidSimilarId>)]
id: Param<String>,
#[deserr(default = Param(DEFAULT_SEARCH_OFFSET()), error = DeserrQueryParamError<InvalidSimilarOffset>)]
offset: Param<usize>,
#[deserr(default = Param(DEFAULT_SEARCH_LIMIT()), error = DeserrQueryParamError<InvalidSimilarLimit>)]
limit: Param<usize>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarAttributesToRetrieve>)]
attributes_to_retrieve: Option<CS<String>>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarRetrieveVectors>)]
retrieve_vectors: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarFilter>)]
filter: Option<String>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarShowRankingScore>)]
show_ranking_score: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarShowRankingScoreDetails>)]
show_ranking_score_details: Param<bool>,
#[deserr(default, error = DeserrQueryParamError<InvalidSimilarRankingScoreThreshold>, default)]
pub ranking_score_threshold: Option<RankingScoreThresholdGet>,
#[deserr(error = DeserrQueryParamError<InvalidEmbedder>)]
pub embedder: String,
}
#[derive(Debug, Clone, Copy, PartialEq, deserr::Deserr)]
#[deserr(try_from(String) = TryFrom::try_from -> InvalidSimilarRankingScoreThreshold)]
pub struct RankingScoreThresholdGet(RankingScoreThresholdSimilar);
impl std::convert::TryFrom<String> for RankingScoreThresholdGet {
type Error = InvalidSimilarRankingScoreThreshold;
fn try_from(s: String) -> Result<Self, Self::Error> {
let f: f64 = s.parse().map_err(|_| InvalidSimilarRankingScoreThreshold)?;
Ok(RankingScoreThresholdGet(RankingScoreThresholdSimilar::try_from(f)?))
}
}
impl TryFrom<SimilarQueryGet> for SimilarQuery {
type Error = ResponseError;
fn try_from(
SimilarQueryGet {
id,
offset,
limit,
attributes_to_retrieve,
retrieve_vectors,
filter,
show_ranking_score,
show_ranking_score_details,
embedder,
ranking_score_threshold,
}: SimilarQueryGet,
) -> Result<Self, Self::Error> {
let filter = match filter {
Some(f) => match serde_json::from_str(&f) {
Ok(v) => Some(v),
_ => Some(Value::String(f)),
},
None => None,
};
Ok(SimilarQuery {
id: id.0.try_into().map_err(|code: InvalidSimilarId| {
ResponseError::from_msg(code.to_string(), code.error_code())
})?,
offset: offset.0,
limit: limit.0,
filter,
embedder,
attributes_to_retrieve: attributes_to_retrieve.map(|o| o.into_iter().collect()),
retrieve_vectors: retrieve_vectors.0,
show_ranking_score: show_ranking_score.0,
show_ranking_score_details: show_ranking_score_details.0,
ranking_score_threshold: ranking_score_threshold.map(|x| x.0),
})
}
}