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Find a temporary solution to par into iter on an HashMap

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Spoiler: Do not use an HashMap but drain it into a Vec
This commit is contained in:
Clément Renault 2024-09-02 19:39:48 +02:00
parent 9b7858fb90
commit bcb1aa3d22
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GPG Key ID: F250A4C4E3AE5F5F
12 changed files with 254 additions and 152 deletions
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3
Cargo.lock generated
View File

@ -4657,8 +4657,7 @@ dependencies = [
[[package]]
name = "roaring"
version = "0.10.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8f4b84ba6e838ceb47b41de5194a60244fac43d9fe03b71dbe8c5a201081d6d1"
source = "git+https://github.com/RoaringBitmap/roaring-rs?branch=clone-iter-slice#348e58c2312fc37c0f351373cc7338cea86cf828"
dependencies = [
"bytemuck",
"byteorder",

3
Cargo.toml
View File

@ -64,3 +64,6 @@ opt-level = 3
opt-level = 3
[profile.bench.package.yada]
opt-level = 3
[patch.crates-io]
roaring = { git = "https://github.com/RoaringBitmap/roaring-rs", branch = "clone-iter-slice" }

156
index-scheduler/src/batch.rs
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@ -22,19 +22,21 @@ use std::ffi::OsStr;
use std::fmt;
use std::fs::{self, File};
use std::io::BufWriter;
use std::sync::RwLock;
use dump::IndexMetadata;
use meilisearch_types::error::Code;
use meilisearch_types::heed::{RoTxn, RwTxn};
use meilisearch_types::milli::documents::{obkv_to_object, DocumentsBatchReader};
use meilisearch_types::milli::documents::{obkv_to_object, DocumentsBatchReader, PrimaryKey};
use meilisearch_types::milli::heed::CompactionOption;
use meilisearch_types::milli::update::new::indexer::{self, guess_primary_key, DocumentChanges};
use meilisearch_types::milli::update::{
IndexDocumentsConfig, IndexDocumentsMethod, IndexerConfig, Settings as MilliSettings,
self, IndexDocumentsConfig, IndexDocumentsMethod, IndexerConfig, Settings as MilliSettings,
};
use meilisearch_types::milli::vector::parsed_vectors::{
ExplicitVectors, VectorOrArrayOfVectors, RESERVED_VECTORS_FIELD_NAME,
};
use meilisearch_types::milli::{self, Filter, Object};
use meilisearch_types::milli::{self, Filter, Object, UserError};
use meilisearch_types::settings::{apply_settings_to_builder, Settings, Unchecked};
use meilisearch_types::tasks::{Details, IndexSwap, Kind, KindWithContent, Status, Task};
use meilisearch_types::{compression, Index, VERSION_FILE_NAME};
@ -1284,58 +1286,72 @@ impl IndexScheduler {
let must_stop_processing = self.must_stop_processing.clone();
let indexer_config = self.index_mapper.indexer_config();
if let Some(primary_key) = primary_key {
match index.primary_key(index_wtxn)? {
// if a primary key was set AND had already been defined in the index
// but to a different value, we can make the whole batch fail.
Some(pk) => {
if primary_key != pk {
return Err(milli::Error::from(
milli::UserError::PrimaryKeyCannotBeChanged(pk.to_string()),
)
.into());
}
}
// if the primary key was set and there was no primary key set for this index
// we set it to the received value before starting the indexing process.
None => {
let mut builder =
milli::update::Settings::new(index_wtxn, index, indexer_config);
builder.set_primary_key(primary_key);
builder.execute(
|indexing_step| tracing::debug!(update = ?indexing_step),
|| must_stop_processing.clone().get(),
)?;
primary_key_has_been_set = true;
}
}
}
/// TODO manage errors correctly
let rtxn = index.read_txn()?;
let first_addition_uuid = operations
.iter()
.find_map(|op| match op {
DocumentOperation::Add(content_uuid) => Some(content_uuid),
_ => None,
})
.unwrap();
let content_file = self.file_store.get_update(*first_addition_uuid)?;
let reader =
DocumentsBatchReader::from_reader(content_file).map_err(milli::Error::from)?;
let (cursor, documents_batch_index) = reader.into_cursor_and_fields_index();
let primary_key =
guess_primary_key(&rtxn, index, cursor, &documents_batch_index)?.unwrap();
let config = IndexDocumentsConfig { update_method: method, ..Default::default() };
// if let Some(primary_key) = primary_key {
// match index.primary_key(index_wtxn)? {
// // if a primary key was set AND had already been defined in the index
// // but to a different value, we can make the whole batch fail.
// Some(pk) => {
// if primary_key != pk {
// return Err(milli::Error::from(
// milli::UserError::PrimaryKeyCannotBeChanged(pk.to_string()),
// )
// .into());
// }
// }
// // if the primary key was set and there was no primary key set for this index
// // we set it to the received value before starting the indexing process.
// None => {
// todo!();
// let mut builder =
// milli::update::Settings::new(index_wtxn, index, indexer_config);
// builder.set_primary_key(primary_key);
// builder.execute(
// |indexing_step| tracing::debug!(update = ?indexing_step),
// || must_stop_processing.clone().get(),
// )?;
// primary_key_has_been_set = true;
// }
// }
// }
let embedder_configs = index.embedding_configs(index_wtxn)?;
// TODO: consider Arc'ing the map too (we only need read access + we'll be cloning it multiple times, so really makes sense)
let embedders = self.embedders(embedder_configs)?;
// let config = IndexDocumentsConfig { update_method: method, ..Default::default() };
let mut builder = milli::update::IndexDocuments::new(
index_wtxn,
index,
indexer_config,
config,
|indexing_step| tracing::trace!(?indexing_step, "Update"),
|| must_stop_processing.get(),
)?;
// let embedder_configs = index.embedding_configs(index_wtxn)?;
// // TODO: consider Arc'ing the map too (we only need read access + we'll be cloning it multiple times, so really makes sense)
// let embedders = self.embedders(embedder_configs)?;
// let mut builder = milli::update::IndexDocuments::new(
// index_wtxn,
// index,
// indexer_config,
// config,
// |indexing_step| tracing::trace!(?indexing_step, "Update"),
// || must_stop_processing.get(),
// )?;
let mut indexer = indexer::DocumentOperation::new(method);
for (operation, task) in operations.into_iter().zip(tasks.iter_mut()) {
match operation {
DocumentOperation::Add(content_uuid) => {
let content_file = self.file_store.get_update(content_uuid)?;
let reader = DocumentsBatchReader::from_reader(content_file)
.map_err(milli::Error::from)?;
let (new_builder, user_result) = builder.add_documents(reader)?;
builder = new_builder;
builder = builder.with_embedders(embedders.clone());
let stats = indexer.add_documents(content_file)?;
// builder = builder.with_embedders(embedders.clone());
let received_documents =
if let Some(Details::DocumentAdditionOrUpdate {
@ -1349,30 +1365,17 @@ impl IndexScheduler {
unreachable!();
};
match user_result {
Ok(count) => {
task.status = Status::Succeeded;
task.details = Some(Details::DocumentAdditionOrUpdate {
received_documents,
indexed_documents: Some(count),
})
}
Err(e) => {
task.status = Status::Failed;
task.details = Some(Details::DocumentAdditionOrUpdate {
received_documents,
indexed_documents: Some(0),
});
task.error = Some(milli::Error::from(e).into());
}
}
task.status = Status::Succeeded;
task.details = Some(Details::DocumentAdditionOrUpdate {
received_documents,
indexed_documents: Some(stats.document_count as u64),
})
}
DocumentOperation::Delete(document_ids) => {
let (new_builder, user_result) =
builder.remove_documents(document_ids)?;
builder = new_builder;
let count = document_ids.len();
indexer.delete_documents(document_ids);
// Uses Invariant: remove documents actually always returns Ok for the inner result
let count = user_result.unwrap();
// let count = user_result.unwrap();
let provided_ids =
if let Some(Details::DocumentDeletion { provided_ids, .. }) =
task.details
@ -1386,15 +1389,26 @@ impl IndexScheduler {
task.status = Status::Succeeded;
task.details = Some(Details::DocumentDeletion {
provided_ids,
deleted_documents: Some(count),
deleted_documents: Some(count as u64),
});
}
}
}
if !tasks.iter().all(|res| res.error.is_some()) {
let addition = builder.execute()?;
tracing::info!(indexing_result = ?addition, processed_in = ?started_processing_at.elapsed(), "document indexing done");
let mut fields_ids_map = index.fields_ids_map(&rtxn)?;
/// TODO create a pool if needed
// let pool = indexer_config.thread_pool.unwrap();
let pool = rayon::ThreadPoolBuilder::new().build().unwrap();
// let fields_ids_map = RwLock::new(fields_ids_map);
let param = (index, &rtxn, &mut fields_ids_map, &primary_key);
let document_changes = indexer.document_changes(param)?;
indexer::index(index_wtxn, index, &pool, document_changes)?;
/// TODO we must store it or not?
let fields_ids_map = fields_ids_map;
// tracing::info!(indexing_result = ?addition, processed_in = ?started_processing_at.elapsed(), "document indexing done");
} else if primary_key_has_been_set {
// Everything failed but we've set a primary key.
// We need to remove it.

2
milli/src/fields_ids_map.rs
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@ -4,6 +4,8 @@ use serde::{Deserialize, Serialize};
use crate::FieldId;
mod global;
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FieldsIdsMap {
names_ids: BTreeMap<String, FieldId>,

84
milli/src/fields_ids_map/global.rs Normal file
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@ -0,0 +1,84 @@
use std::collections::BTreeMap;
use std::sync::RwLock;
use crate::{FieldId, FieldsIdsMap};
/// A fields ids map that can be globally updated to add fields
pub struct GlobalFieldsIdsMap<'indexing> {
global: &'indexing RwLock<FieldsIdsMap>,
local: LocalFieldsIdsMap,
}
struct LocalFieldsIdsMap {
names_ids: BTreeMap<String, FieldId>,
ids_names: BTreeMap<FieldId, String>,
}
impl LocalFieldsIdsMap {
fn new(global: &RwLock<FieldsIdsMap>) -> Self {
let global = global.read().unwrap();
Self { names_ids: global.names_ids.clone(), ids_names: global.ids_names.clone() }
}
fn insert(&mut self, name: &str, field_id: FieldId) {
self.names_ids.insert(name.to_owned(), field_id);
self.ids_names.insert(field_id, name.to_owned());
}
fn name(&self, id: FieldId) -> Option<&str> {
self.ids_names.get(&id).map(String::as_str)
}
fn id(&self, name: &str) -> Option<FieldId> {
self.names_ids.get(name).copied()
}
}
impl<'indexing> GlobalFieldsIdsMap<'indexing> {
pub fn new(global: &'indexing RwLock<FieldsIdsMap>) -> Self {
Self { local: LocalFieldsIdsMap::new(global), global }
}
/// Returns the field id related to a field name, it will create a new field id if the
/// name is not already known. Returns `None` if the maximum field id as been reached.
pub fn id_or_insert(&mut self, name: &str) -> Option<FieldId> {
if let Some(field_id) = self.local.id(name) {
return Some(field_id);
}
{
// optimistically lookup the global map
let global = self.global.read().unwrap();
if let Some(field_id) = global.id(name) {
self.local.insert(name, field_id);
return Some(field_id);
}
}
{
let mut global = self.global.write().unwrap();
if let Some(field_id) = global.id(name) {
self.local.insert(name, field_id);
return Some(field_id);
}
let field_id = global.insert(name)?;
self.local.insert(name, field_id);
Some(field_id)
}
}
/// Get the name of a field based on its id.
pub fn name(&mut self, id: FieldId) -> Option<&str> {
if self.local.name(id).is_none() {
let global = self.global.read().unwrap();
let name = global.name(id)?;
self.local.insert(name, id);
}
self.local.name(id)
}
}

65
milli/src/update/new/global_fields_ids_map.rs
View File

@ -1,65 +0,0 @@
use std::sync::{Arc, RwLock};
use crate::{FieldId, FieldsIdsMap};
/// A fields ids map that can be globally updated to add fields
pub struct GlobalFieldsIdsMap {
global: Arc<RwLock<FieldsIdsMap>>,
local: FieldsIdsMap,
}
impl GlobalFieldsIdsMap {
pub fn new(global: FieldsIdsMap) -> Self {
Self { local: global.clone(), global: Arc::new(RwLock::new(global)) }
}
/// Returns the number of fields ids in the map.
pub fn global_len(&self) -> usize {
todo!()
}
/// Returns `true` if the map is empty.
pub fn global_is_empty(&self) -> bool {
todo!()
}
/// Returns the field id related to a field name, it will create a new field id if the
/// name is not already known. Returns `None` if the maximum field id as been reached.
pub fn insert(&mut self, name: &str) -> Option<FieldId> {
match self.names_ids.get(name) {
Some(id) => Some(*id),
None => {
let id = self.next_id?;
self.next_id = id.checked_add(1);
self.names_ids.insert(name.to_owned(), id);
self.ids_names.insert(id, name.to_owned());
Some(id)
}
}
}
/// Get the id of a field based on its name.
pub fn id(&self, name: &str) -> Option<FieldId> {
self.names_ids.get(name).copied()
}
/// Get the name of a field based on its id.
pub fn name(&self, id: FieldId) -> Option<&str> {
self.ids_names.get(&id).map(String::as_str)
}
/// Iterate over the ids and names in the ids order.
pub fn iter(&self) -> impl Iterator<Item = (FieldId, &str)> {
self.ids_names.iter().map(|(id, name)| (*id, name.as_str()))
}
/// Iterate over the ids in the order of the ids.
pub fn ids(&'_ self) -> impl Iterator<Item = FieldId> + '_ {
self.ids_names.keys().copied()
}
/// Iterate over the names in the order of the ids.
pub fn names(&self) -> impl Iterator<Item = &str> {
self.ids_names.values().map(AsRef::as_ref)
}
}

2
milli/src/update/new/indexer/document_deletion.rs
View File

@ -28,7 +28,7 @@ impl<'p> DocumentChanges<'p> for DocumentDeletion {
fn document_changes(
self,
param: Self::Parameter,
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + 'p> {
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + Clone + 'p> {
let (index, fields, primary_key) = param;
let items = Arc::new(ItemsPool::new(|| index.read_txn().map_err(crate::Error::from)));
Ok(self.to_delete.into_iter().par_bridge().map_with(items, |items, docid| {

12
milli/src/update/new/indexer/document_operation.rs
View File

@ -34,6 +34,7 @@ pub struct PayloadStats {
pub bytes: u64,
}
#[derive(Clone)]
enum InnerDocOp {
Addition(DocumentOffset),
Deletion,
@ -41,6 +42,7 @@ enum InnerDocOp {
/// Represents an offset where a document lives
/// in an mmapped grenad reader file.
#[derive(Clone)]
pub struct DocumentOffset {
/// The mmapped grenad reader file.
pub content: Arc<Mmap>, // grenad::Reader
@ -76,7 +78,7 @@ impl<'p> DocumentChanges<'p> for DocumentOperation {
fn document_changes(
self,
param: Self::Parameter,
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + 'p> {
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + Clone + 'p> {
let (index, rtxn, fields_ids_map, primary_key) = param;
let documents_ids = index.documents_ids(rtxn)?;
@ -170,6 +172,11 @@ impl<'p> DocumentChanges<'p> for DocumentOperation {
}
}
/// TODO is it the best way to provide FieldsIdsMap to the parallel iterator?
let fields_ids_map = fields_ids_map.clone();
// We must drain the HashMap into a Vec because rayon::hash_map::IntoIter: !Clone
let docids_version_offsets: Vec<_> = docids_version_offsets.drain().collect();
Ok(docids_version_offsets
.into_par_iter()
.map_with(
@ -177,6 +184,7 @@ impl<'p> DocumentChanges<'p> for DocumentOperation {
move |context_pool, (external_docid, (internal_docid, operations))| {
context_pool.with(|rtxn| {
use IndexDocumentsMethod as Idm;
let document_merge_function = match self.index_documents_method {
Idm::ReplaceDocuments => merge_document_for_replacements,
Idm::UpdateDocuments => merge_document_for_updates,
@ -185,7 +193,7 @@ impl<'p> DocumentChanges<'p> for DocumentOperation {
document_merge_function(
rtxn,
index,
fields_ids_map,
&fields_ids_map,
internal_docid,
external_docid,
&operations,

66
milli/src/update/new/indexer/mod.rs
View File

@ -1,9 +1,10 @@
use std::fs::File;
use std::thread::{self, Builder};
use big_s::S;
pub use document_deletion::DocumentDeletion;
pub use document_operation::DocumentOperation;
use heed::RwTxn;
use heed::{RoTxn, RwTxn};
pub use partial_dump::PartialDump;
use rayon::iter::{IntoParallelIterator, ParallelIterator};
use rayon::ThreadPool;
@ -15,7 +16,11 @@ use super::channel::{
};
use super::document_change::DocumentChange;
use super::merger::merge_grenad_entries;
use crate::{Index, Result};
use super::StdResult;
use crate::documents::{
obkv_to_object, DocumentsBatchCursor, DocumentsBatchIndex, PrimaryKey, DEFAULT_PRIMARY_KEY,
};
use crate::{Index, Result, UserError};
mod document_deletion;
mod document_operation;
@ -28,7 +33,7 @@ pub trait DocumentChanges<'p> {
fn document_changes(
self,
param: Self::Parameter,
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + 'p>;
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + Clone + 'p>;
}
/// This is the main function of this crate.
@ -40,7 +45,7 @@ pub fn index<PI>(
wtxn: &mut RwTxn,
index: &Index,
pool: &ThreadPool,
document_changes: PI,
_document_changes: PI,
) -> Result<()>
where
PI: IntoParallelIterator<Item = Result<DocumentChange>> + Send,
@ -88,3 +93,56 @@ where
Ok(())
})
}
/// TODO move this elsewhere
pub fn guess_primary_key<'a>(
rtxn: &'a RoTxn<'a>,
index: &Index,
mut cursor: DocumentsBatchCursor<File>,
documents_batch_index: &'a DocumentsBatchIndex,
) -> Result<StdResult<PrimaryKey<'a>, UserError>> {
// The primary key *field id* that has already been set for this index or the one
// we will guess by searching for the first key that contains "id" as a substring.
match index.primary_key(rtxn)? {
Some(primary_key) => match PrimaryKey::new(primary_key, documents_batch_index) {
Some(primary_key) => Ok(Ok(primary_key)),
None => match cursor.next_document()? {
Some(first_document) => Ok(Err(UserError::MissingDocumentId {
primary_key: primary_key.to_string(),
document: obkv_to_object(first_document, documents_batch_index)?,
})),
None => unreachable!("Called with reader.is_empty()"),
},
},
None => {
let mut guesses: Vec<(u16, &str)> = documents_batch_index
.iter()
.filter(|(_, name)| name.to_lowercase().ends_with(DEFAULT_PRIMARY_KEY))
.map(|(field_id, name)| (*field_id, name.as_str()))
.collect();
// sort the keys in a deterministic, obvious way, so that fields are always in the same order.
guesses.sort_by(|(_, left_name), (_, right_name)| {
// shortest name first
left_name.len().cmp(&right_name.len()).then_with(
// then alphabetical order
|| left_name.cmp(right_name),
)
});
match guesses.as_slice() {
[] => Ok(Err(UserError::NoPrimaryKeyCandidateFound)),
[(field_id, name)] => {
tracing::info!("Primary key was not specified in index. Inferred to '{name}'");
Ok(Ok(PrimaryKey::Flat { name, field_id: *field_id }))
}
multiple => Ok(Err(UserError::MultiplePrimaryKeyCandidatesFound {
candidates: multiple
.iter()
.map(|(_, candidate)| candidate.to_string())
.collect(),
})),
}
}
}
}

6
milli/src/update/new/indexer/partial_dump.rs
View File

@ -7,7 +7,7 @@ use crate::update::new::{DocumentChange, Insertion, KvWriterFieldId};
use crate::{all_obkv_to_json, Error, FieldsIdsMap, Object, Result, UserError};
pub struct PartialDump<I> {
pub iter: I,
iter: I,
}
impl<I> PartialDump<I> {
@ -19,7 +19,7 @@ impl<I> PartialDump<I> {
impl<'p, I> DocumentChanges<'p> for PartialDump<I>
where
I: IntoIterator<Item = Object>,
I::IntoIter: Send + 'p,
I::IntoIter: Send + Clone + 'p,
I::Item: Send,
{
type Parameter = (&'p FieldsIdsMap, &'p ConcurrentAvailableIds, &'p PrimaryKey<'p>);
@ -31,7 +31,7 @@ where
fn document_changes(
self,
param: Self::Parameter,
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + 'p> {
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + Clone + 'p> {
let (fields_ids_map, concurrent_available_ids, primary_key) = param;
Ok(self.iter.into_iter().par_bridge().map(|object| {

5
milli/src/update/new/indexer/update_by_function.rs
View File

@ -12,8 +12,7 @@ impl<'p> DocumentChanges<'p> for UpdateByFunction {
fn document_changes(
self,
_param: Self::Parameter,
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + 'p> {
todo!();
Ok(vec![].into_par_iter())
) -> Result<impl ParallelIterator<Item = Result<DocumentChange>> + Clone + 'p> {
Ok((0..100).into_par_iter().map(|_| todo!()))
}
}

2
milli/src/update/new/mod.rs
View File

@ -7,8 +7,8 @@ use crate::FieldId;
mod document_change;
mod merger;
// mod extract;
// mod global_fields_ids_map;
mod channel;
//mod global_fields_ids_map;
pub mod indexer;
mod items_pool;