MeiliSearch/src/update/settings.rs

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use std::collections::HashMap;
use std::str::FromStr;
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use anyhow::{ensure, Context};
use grenad::CompressionType;
use rayon::ThreadPool;
use crate::update::index_documents::{Transform, IndexDocumentsMethod};
use crate::update::{ClearDocuments, IndexDocuments, UpdateIndexingStep};
use crate::facet::FacetType;
use crate::{Index, FieldsIdsMap};
pub struct Settings<'a, 't, 'u, 'i> {
wtxn: &'t mut heed::RwTxn<'i, 'u>,
index: &'i Index,
pub(crate) log_every_n: Option<usize>,
pub(crate) max_nb_chunks: Option<usize>,
pub(crate) max_memory: Option<usize>,
pub(crate) linked_hash_map_size: Option<usize>,
pub(crate) chunk_compression_type: CompressionType,
pub(crate) chunk_compression_level: Option<u32>,
pub(crate) chunk_fusing_shrink_size: Option<u64>,
pub(crate) thread_pool: Option<&'a ThreadPool>,
// If a struct field is set to `None` it means that it hasn't been set by the user,
// however if it is `Some(None)` it means that the user forced a reset of the setting.
searchable_fields: Option<Option<Vec<String>>>,
displayed_fields: Option<Option<Vec<String>>>,
faceted_fields: Option<HashMap<String, String>>,
}
impl<'a, 't, 'u, 'i> Settings<'a, 't, 'u, 'i> {
pub fn new(wtxn: &'t mut heed::RwTxn<'i, 'u>, index: &'i Index) -> Settings<'a, 't, 'u, 'i> {
Settings {
wtxn,
index,
log_every_n: None,
max_nb_chunks: None,
max_memory: None,
linked_hash_map_size: None,
chunk_compression_type: CompressionType::None,
chunk_compression_level: None,
chunk_fusing_shrink_size: None,
thread_pool: None,
searchable_fields: None,
displayed_fields: None,
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faceted_fields: None,
}
}
pub fn reset_searchable_fields(&mut self) {
self.searchable_fields = Some(None);
}
pub fn set_searchable_fields(&mut self, names: Vec<String>) {
self.searchable_fields = Some(Some(names));
}
pub fn reset_displayed_fields(&mut self) {
self.displayed_fields = Some(None);
}
pub fn set_displayed_fields(&mut self, names: Vec<String>) {
self.displayed_fields = Some(Some(names));
}
pub fn set_faceted_fields(&mut self, names_facet_types: HashMap<String, String>) {
self.faceted_fields = Some(names_facet_types);
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}
pub fn execute<F>(self, progress_callback: F) -> anyhow::Result<()>
where
F: Fn(UpdateIndexingStep) + Sync
{
if let Some(fields_names_facet_types) = self.faceted_fields {
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let current_faceted_fields = self.index.faceted_fields(self.wtxn)?;
let current_fields_ids_map = self.index.fields_ids_map(self.wtxn)?;
let mut fields_ids_map = current_fields_ids_map.clone();
let mut faceted_fields = HashMap::new();
for (name, sftype) in fields_names_facet_types {
let ftype = FacetType::from_str(&sftype).with_context(|| format!("parsing facet type {:?}", sftype))?;
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let id = fields_ids_map.insert(&name).context("field id limit reached")?;
match current_faceted_fields.get(&id) {
Some(pftype) => {
ensure!(ftype == *pftype, "{} facet type changed from {} to {}", name, ftype, pftype);
faceted_fields.insert(id, ftype)
},
None => faceted_fields.insert(id, ftype),
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};
}
let transform = Transform {
rtxn: &self.wtxn,
index: self.index,
log_every_n: self.log_every_n,
chunk_compression_type: self.chunk_compression_type,
chunk_compression_level: self.chunk_compression_level,
chunk_fusing_shrink_size: self.chunk_fusing_shrink_size,
max_nb_chunks: self.max_nb_chunks,
max_memory: self.max_memory,
index_documents_method: IndexDocumentsMethod::ReplaceDocuments,
autogenerate_docids: false,
};
// We compute or generate the new primary key field id.
let primary_key = match self.index.primary_key(&self.wtxn)? {
Some(id) => {
let name = current_fields_ids_map.name(id).unwrap();
fields_ids_map.insert(name).context("field id limit reached")?
},
None => fields_ids_map.insert("id").context("field id limit reached")?,
};
// We remap the documents fields based on the new `FieldsIdsMap`.
let output = transform.remap_index_documents(primary_key, fields_ids_map.clone())?;
// We write the faceted_fields fields into the database here.
self.index.put_faceted_fields(self.wtxn, &faceted_fields)?;
// We clear the full database (words-fst, documents ids and documents content).
ClearDocuments::new(self.wtxn, self.index).execute()?;
// We index the generated `TransformOutput` which must contain
// all the documents with fields in the newly defined searchable order.
let mut indexing_builder = IndexDocuments::new(self.wtxn, self.index);
indexing_builder.log_every_n = self.log_every_n;
indexing_builder.max_nb_chunks = self.max_nb_chunks;
indexing_builder.max_memory = self.max_memory;
indexing_builder.linked_hash_map_size = self.linked_hash_map_size;
indexing_builder.chunk_compression_type = self.chunk_compression_type;
indexing_builder.chunk_compression_level = self.chunk_compression_level;
indexing_builder.chunk_fusing_shrink_size = self.chunk_fusing_shrink_size;
indexing_builder.thread_pool = self.thread_pool;
indexing_builder.execute_raw(output, &progress_callback)?;
}
// Check that the searchable attributes have been specified.
if let Some(value) = self.searchable_fields {
let current_displayed_fields = self.index.displayed_fields(self.wtxn)?;
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let current_faceted_fields = self.index.faceted_fields(self.wtxn)?;
let current_fields_ids_map = self.index.fields_ids_map(self.wtxn)?;
let result = match value {
Some(fields_names) => {
let mut fields_ids_map = current_fields_ids_map.clone();
let searchable_fields: Vec<_> =
fields_names.iter()
.map(|name| fields_ids_map.insert(name))
.collect::<Option<Vec<_>>>()
.context("field id limit reached")?;
// If the searchable fields are ordered we don't have to generate a new `FieldsIdsMap`.
if searchable_fields.windows(2).all(|win| win[0] < win[1]) {
(
fields_ids_map,
Some(searchable_fields),
current_displayed_fields.map(ToOwned::to_owned),
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current_faceted_fields,
)
} else {
// We create or generate the fields ids corresponding to those names.
let mut fields_ids_map = FieldsIdsMap::new();
let mut searchable_fields = Vec::new();
for name in fields_names {
let id = fields_ids_map.insert(&name).context("field id limit reached")?;
searchable_fields.push(id);
}
// We complete the new FieldsIdsMap with the previous names.
for (_id, name) in current_fields_ids_map.iter() {
fields_ids_map.insert(name).context("field id limit reached")?;
}
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// We must update the displayed fields according to the new `FieldsIdsMap`.
let displayed_fields = match current_displayed_fields {
Some(fields) => {
let mut displayed_fields = Vec::new();
for id in fields {
let name = current_fields_ids_map.name(*id).unwrap();
let id = fields_ids_map.id(name).context("field id limit reached")?;
displayed_fields.push(id);
}
Some(displayed_fields)
},
None => None,
};
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// We must update the faceted fields according to the new `FieldsIdsMap`.
let mut faceted_fields = HashMap::new();
for (id, ftype) in current_faceted_fields {
let name = current_fields_ids_map.name(id).unwrap();
let id = fields_ids_map.id(name).context("field id limit reached")?;
faceted_fields.insert(id, ftype);
}
(fields_ids_map, Some(searchable_fields), displayed_fields, faceted_fields)
}
},
None => (
current_fields_ids_map.clone(),
None,
current_displayed_fields.map(ToOwned::to_owned),
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current_faceted_fields,
),
};
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let (mut fields_ids_map, searchable_fields, displayed_fields, faceted_fields) = result;
let transform = Transform {
rtxn: &self.wtxn,
index: self.index,
log_every_n: self.log_every_n,
chunk_compression_type: self.chunk_compression_type,
chunk_compression_level: self.chunk_compression_level,
chunk_fusing_shrink_size: self.chunk_fusing_shrink_size,
max_nb_chunks: self.max_nb_chunks,
max_memory: self.max_memory,
index_documents_method: IndexDocumentsMethod::ReplaceDocuments,
autogenerate_docids: false,
};
// We compute or generate the new primary key field id.
let primary_key = match self.index.primary_key(&self.wtxn)? {
Some(id) => {
let name = current_fields_ids_map.name(id).unwrap();
fields_ids_map.insert(name).context("field id limit reached")?
},
None => fields_ids_map.insert("id").context("field id limit reached")?,
};
// We remap the documents fields based on the new `FieldsIdsMap`.
let output = transform.remap_index_documents(primary_key, fields_ids_map.clone())?;
// We write the new FieldsIdsMap to the database
// this way next indexing methods will be based on that.
self.index.put_fields_ids_map(self.wtxn, &fields_ids_map)?;
// The new searchable fields are also written down to make sure
// that the IndexDocuments system takes only these ones into account.
match searchable_fields {
Some(fields) => self.index.put_searchable_fields(self.wtxn, &fields)?,
None => self.index.delete_searchable_fields(self.wtxn).map(drop)?,
}
// We write the displayed fields into the database here
// to make sure that the right fields are displayed.
match displayed_fields {
Some(fields) => self.index.put_displayed_fields(self.wtxn, &fields)?,
None => self.index.delete_displayed_fields(self.wtxn).map(drop)?,
}
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// We write the faceted_fields fields into the database here.
self.index.put_faceted_fields(self.wtxn, &faceted_fields)?;
// We clear the full database (words-fst, documents ids and documents content).
ClearDocuments::new(self.wtxn, self.index).execute()?;
// We index the generated `TransformOutput` which must contain
// all the documents with fields in the newly defined searchable order.
let mut indexing_builder = IndexDocuments::new(self.wtxn, self.index);
indexing_builder.log_every_n = self.log_every_n;
indexing_builder.max_nb_chunks = self.max_nb_chunks;
indexing_builder.max_memory = self.max_memory;
indexing_builder.linked_hash_map_size = self.linked_hash_map_size;
indexing_builder.chunk_compression_type = self.chunk_compression_type;
indexing_builder.chunk_compression_level = self.chunk_compression_level;
indexing_builder.chunk_fusing_shrink_size = self.chunk_fusing_shrink_size;
indexing_builder.thread_pool = self.thread_pool;
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indexing_builder.execute_raw(output, &progress_callback)?;
}
// Check that the displayed attributes have been specified.
if let Some(value) = self.displayed_fields {
match value {
// If it has been set, and it was a list of fields names, we create
// or generate the fields ids corresponds to those names and store them
// in the database in the order they were specified.
Some(fields_names) => {
let mut fields_ids_map = self.index.fields_ids_map(self.wtxn)?;
// We create or generate the fields ids corresponding to those names.
let mut fields_ids = Vec::new();
for name in fields_names {
let id = fields_ids_map.insert(&name).context("field id limit reached")?;
fields_ids.push(id);
}
self.index.put_displayed_fields(self.wtxn, &fields_ids)?;
},
// If it was set to `null` it means that the user wants to get the default behavior
// which is displaying all the attributes in no specific order (FieldsIdsMap order),
// we just have to delete the displayed fields.
None => {
self.index.delete_displayed_fields(self.wtxn)?;
},
}
}
Ok(())
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::update::{IndexDocuments, UpdateFormat};
use heed::EnvOpenOptions;
#[test]
fn set_and_reset_searchable_fields() {
let path = tempfile::tempdir().unwrap();
let mut options = EnvOpenOptions::new();
options.map_size(10 * 1024 * 1024); // 10 MB
let index = Index::new(options, &path).unwrap();
// First we send 3 documents with ids from 1 to 3.
let mut wtxn = index.write_txn().unwrap();
let content = &b"name,age\nkevin,23\nkevina,21\nbenoit,34\n"[..];
let mut builder = IndexDocuments::new(&mut wtxn, &index);
builder.update_format(UpdateFormat::Csv);
builder.execute(content, |_| ()).unwrap();
wtxn.commit().unwrap();
// We change the searchable fields to be the "name" field only.
let mut wtxn = index.write_txn().unwrap();
let mut builder = Settings::new(&mut wtxn, &index);
builder.set_searchable_fields(vec!["name".into()]);
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the searchable field is correctly set to "name" only.
let rtxn = index.read_txn().unwrap();
// When we search for something that is not in
// the searchable fields it must not return any document.
let result = index.search(&rtxn).query("23").execute().unwrap();
assert!(result.documents_ids.is_empty());
// When we search for something that is in the searchable fields
// we must find the appropriate document.
let result = index.search(&rtxn).query(r#""kevin""#).execute().unwrap();
let documents = index.documents(&rtxn, result.documents_ids).unwrap();
assert_eq!(documents.len(), 1);
assert_eq!(documents[0].1.get(0), Some(&br#""kevin""#[..]));
drop(rtxn);
// We change the searchable fields to be the "name" field only.
let mut wtxn = index.write_txn().unwrap();
let mut builder = Settings::new(&mut wtxn, &index);
builder.reset_searchable_fields();
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the searchable field have been reset and documents are found now.
let rtxn = index.read_txn().unwrap();
let searchable_fields = index.searchable_fields(&rtxn).unwrap();
assert_eq!(searchable_fields, None);
let result = index.search(&rtxn).query("23").execute().unwrap();
assert_eq!(result.documents_ids.len(), 1);
let documents = index.documents(&rtxn, result.documents_ids).unwrap();
assert_eq!(documents[0].1.get(0), Some(&br#""kevin""#[..]));
drop(rtxn);
}
#[test]
fn mixup_searchable_with_displayed_fields() {
let path = tempfile::tempdir().unwrap();
let mut options = EnvOpenOptions::new();
options.map_size(10 * 1024 * 1024); // 10 MB
let index = Index::new(options, &path).unwrap();
// First we send 3 documents with ids from 1 to 3.
let mut wtxn = index.write_txn().unwrap();
let content = &b"name,age\nkevin,23\nkevina,21\nbenoit,34\n"[..];
let mut builder = IndexDocuments::new(&mut wtxn, &index);
builder.update_format(UpdateFormat::Csv);
builder.execute(content, |_| ()).unwrap();
wtxn.commit().unwrap();
// In the same transaction we change the displayed fields to be only the "age".
// We also change the searchable fields to be the "name" field only.
let mut wtxn = index.write_txn().unwrap();
let mut builder = Settings::new(&mut wtxn, &index);
builder.set_displayed_fields(vec!["age".into()]);
builder.set_searchable_fields(vec!["name".into()]);
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the displayed fields are correctly set to `None` (default value).
let rtxn = index.read_txn().unwrap();
let fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
let fields_ids = index.displayed_fields(&rtxn).unwrap();
let age_id = fields_ids_map.id("age").unwrap();
assert_eq!(fields_ids, Some(&[age_id][..]));
drop(rtxn);
// We change the searchable fields to be the "name" field only.
let mut wtxn = index.write_txn().unwrap();
let mut builder = Settings::new(&mut wtxn, &index);
builder.reset_searchable_fields();
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the displayed fields always contains only the "age" field.
let rtxn = index.read_txn().unwrap();
let fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
let fields_ids = index.displayed_fields(&rtxn).unwrap();
let age_id = fields_ids_map.id("age").unwrap();
assert_eq!(fields_ids, Some(&[age_id][..]));
drop(rtxn);
}
#[test]
fn default_displayed_fields() {
let path = tempfile::tempdir().unwrap();
let mut options = EnvOpenOptions::new();
options.map_size(10 * 1024 * 1024); // 10 MB
let index = Index::new(options, &path).unwrap();
// First we send 3 documents with ids from 1 to 3.
let mut wtxn = index.write_txn().unwrap();
let content = &b"name,age\nkevin,23\nkevina,21\nbenoit,34\n"[..];
let mut builder = IndexDocuments::new(&mut wtxn, &index);
builder.update_format(UpdateFormat::Csv);
builder.execute(content, |_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the displayed fields are correctly set to `None` (default value).
let rtxn = index.read_txn().unwrap();
let fields_ids = index.displayed_fields(&rtxn).unwrap();
assert_eq!(fields_ids, None);
drop(rtxn);
}
#[test]
fn set_and_reset_displayed_field() {
let path = tempfile::tempdir().unwrap();
let mut options = EnvOpenOptions::new();
options.map_size(10 * 1024 * 1024); // 10 MB
let index = Index::new(options, &path).unwrap();
// First we send 3 documents with ids from 1 to 3.
let mut wtxn = index.write_txn().unwrap();
let content = &b"name,age\nkevin,23\nkevina,21\nbenoit,34\n"[..];
let mut builder = IndexDocuments::new(&mut wtxn, &index);
builder.update_format(UpdateFormat::Csv);
builder.execute(content, |_| ()).unwrap();
// In the same transaction we change the displayed fields to be only the age.
let mut builder = Settings::new(&mut wtxn, &index);
builder.set_displayed_fields(vec!["age".into()]);
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the displayed fields are correctly set to only the "age" field.
let rtxn = index.read_txn().unwrap();
let fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
let age_field_id = fields_ids_map.id("age").unwrap();
let fields_ids = index.displayed_fields(&rtxn).unwrap();
assert_eq!(fields_ids.unwrap(), &[age_field_id][..]);
drop(rtxn);
// We reset the fields ids to become `None`, the default value.
let mut wtxn = index.write_txn().unwrap();
let mut builder = Settings::new(&mut wtxn, &index);
builder.reset_displayed_fields();
builder.execute(|_| ()).unwrap();
wtxn.commit().unwrap();
// Check that the displayed fields are correctly set to `None` (default value).
let rtxn = index.read_txn().unwrap();
let fields_ids = index.displayed_fields(&rtxn).unwrap();
assert_eq!(fields_ids, None);
drop(rtxn);
}
}