use columnar::{Column, ColumnType};
use rustc_hash::FxHashMap;
use crate::aggregation::agg_data::{
build_segment_agg_collectors, AggRefNode, AggregationsSegmentCtx,
};
use crate::aggregation::bucket::term_agg::TermsAggregation;
use crate::aggregation::cached_sub_aggs::{CachedSubAggs, HighCardCachedSubAggs};
use crate::aggregation::intermediate_agg_result::{
IntermediateAggregationResult, IntermediateAggregationResults, IntermediateBucketResult,
IntermediateKey, IntermediateTermBucketEntry, IntermediateTermBucketResult,
};
use crate::aggregation::segment_agg_result::{BucketIdProvider, SegmentAggregationCollector};
use crate::aggregation::BucketId;
#[derive(Default)]
pub struct MissingTermAggReqData {
pub accessors: Vec<(Column<u64>, ColumnType)>,
pub name: String,
pub req: TermsAggregation,
}
impl MissingTermAggReqData {
pub fn get_memory_consumption(&self) -> usize {
std::mem::size_of::<Self>()
}
}
#[derive(Default, Debug, Clone)]
struct MissingCount {
missing_count: u32,
bucket_id: BucketId,
}
#[derive(Default, Debug)]
pub struct TermMissingAgg {
accessor_idx: usize,
sub_agg: Option<HighCardCachedSubAggs>,
missing_count_per_bucket: Vec<MissingCount>,
bucket_id_provider: BucketIdProvider,
}
impl TermMissingAgg {
pub(crate) fn new(
agg_data: &mut AggregationsSegmentCtx,
node: &AggRefNode,
) -> crate::Result<Self> {
let has_sub_aggregations = !node.children.is_empty();
let accessor_idx = node.idx_in_req_data;
let sub_agg = if has_sub_aggregations {
let sub_aggregation = build_segment_agg_collectors(agg_data, &node.children)?;
Some(sub_aggregation)
} else {
None
};
let sub_agg = sub_agg.map(CachedSubAggs::new);
let bucket_id_provider = BucketIdProvider::default();
Ok(Self {
accessor_idx,
sub_agg,
missing_count_per_bucket: Vec::new(),
bucket_id_provider,
})
}
}
impl SegmentAggregationCollector for TermMissingAgg {
fn add_intermediate_aggregation_result(
&mut self,
agg_data: &AggregationsSegmentCtx,
results: &mut IntermediateAggregationResults,
parent_bucket_id: BucketId,
) -> crate::Result<()> {
self.prepare_max_bucket(parent_bucket_id, agg_data)?;
let req_data = agg_data.get_missing_term_req_data(self.accessor_idx);
let term_agg = &req_data.req;
let missing = term_agg
.missing
.as_ref()
.expect("TermMissingAgg collector, but no missing found in agg req")
.clone();
let mut entries: FxHashMap<IntermediateKey, IntermediateTermBucketEntry> =
Default::default();
let missing_count = &self.missing_count_per_bucket[parent_bucket_id as usize];
let mut missing_entry = IntermediateTermBucketEntry {
doc_count: missing_count.missing_count,
sub_aggregation: Default::default(),
};
if let Some(sub_agg) = &mut self.sub_agg {
let mut res = IntermediateAggregationResults::default();
sub_agg
.get_sub_agg_collector()
.add_intermediate_aggregation_result(agg_data, &mut res, missing_count.bucket_id)?;
missing_entry.sub_aggregation = res;
}
entries.insert(missing.into(), missing_entry);
let bucket = IntermediateBucketResult::Terms {
buckets: IntermediateTermBucketResult {
entries,
sum_other_doc_count: 0,
doc_count_error_upper_bound: 0,
},
};
results.push(
req_data.name.to_string(),
IntermediateAggregationResult::Bucket(bucket),
)?;
Ok(())
}
fn collect(
&mut self,
parent_bucket_id: BucketId,
docs: &[crate::DocId],
agg_data: &mut AggregationsSegmentCtx,
) -> crate::Result<()> {
let bucket = &mut self.missing_count_per_bucket[parent_bucket_id as usize];
let req_data = agg_data.get_missing_term_req_data(self.accessor_idx);
for doc in docs {
let doc = *doc;
let has_value = req_data
.accessors
.iter()
.any(|(acc, _)| acc.index.has_value(doc));
if !has_value {
bucket.missing_count += 1;
if let Some(sub_agg) = self.sub_agg.as_mut() {
sub_agg.push(bucket.bucket_id, doc);
}
}
}
if let Some(sub_agg) = self.sub_agg.as_mut() {
sub_agg.check_flush_local(agg_data)?;
}
Ok(())
}
fn prepare_max_bucket(
&mut self,
max_bucket: BucketId,
_agg_data: &AggregationsSegmentCtx,
) -> crate::Result<()> {
while self.missing_count_per_bucket.len() <= max_bucket as usize {
let bucket_id = self.bucket_id_provider.next_bucket_id();
self.missing_count_per_bucket.push(MissingCount {
missing_count: 0,
bucket_id,
});
}
Ok(())
}
fn flush(&mut self, agg_data: &mut AggregationsSegmentCtx) -> crate::Result<()> {
if let Some(sub_agg) = self.sub_agg.as_mut() {
sub_agg.flush(agg_data)?;
}
Ok(())
}
}
#[cfg(test)]
mod tests {
use crate::aggregation::agg_req::Aggregations;
use crate::aggregation::tests::exec_request_with_query;
use crate::schema::{Schema, FAST};
use crate::{Index, IndexWriter};
#[test]
fn terms_aggregation_missing_mixed_type_mult_seg_sub_agg() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let json = schema_builder.add_json_field("json", FAST);
let score = schema_builder.add_f64_field("score", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer
.add_document(doc!(score => 1.0, json => json!({"mixed_type": 10.0})))
.unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer
.add_document(doc!(score => 1.0, json => json!({"mixed_type": "blue"})))
.unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer.add_document(doc!(json => json!({"mixed_type": "red"})))?;
index_writer.add_document(doc!(json => json!({"mixed_type": -20.5})))?;
index_writer.add_document(doc!(json => json!({"mixed_type": true})))?;
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
"aggs": {
"sum_score": {
"sum": {
"field": "score"
}
}
}
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(
res["replace_null"]["buckets"][0]["sum_score"]["value"],
15.0
);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_mixed_type_sub_agg_reg1() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let json = schema_builder.add_json_field("json", FAST);
let score = schema_builder.add_f64_field("score", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer.add_document(doc!(score => 1.0, json => json!({"mixed_type": 10.0})))?;
index_writer.add_document(doc!(score => 5.0))?;
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
"aggs": {
"sum_score": {
"sum": {
"field": "score"
}
}
}
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 2);
assert_eq!(
res["replace_null"]["buckets"][0]["sum_score"]["value"],
10.0
);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_mult_seg_empty() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let score = schema_builder.add_f64_field("score", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
"aggs": {
"sum_score": {
"sum": {
"field": "score"
}
}
}
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(
res["replace_null"]["buckets"][0]["sum_score"]["value"],
15.0
);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_single_seg_empty() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let score = schema_builder.add_f64_field("score", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer.add_document(doc!(score => 5.0))?;
index_writer.add_document(doc!(score => 5.0))?;
index_writer.add_document(doc!(score => 5.0))?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
"aggs": {
"sum_score": {
"sum": {
"field": "score"
}
}
}
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(
res["replace_null"]["buckets"][0]["sum_score"]["value"],
15.0
);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_mixed_type_mult_seg() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let json = schema_builder.add_json_field("json", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": 10.0})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.commit().unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": "blue"})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.commit().unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": "red"})))
.unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": -20.5})))
.unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": true})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
},
"replace_num": {
"terms": {
"field": "json.mixed_type",
"missing": 1337
},
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(res["replace_num"]["buckets"][0]["key"], 1337.0);
assert_eq!(res["replace_num"]["buckets"][0]["doc_count"], 3);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_str_on_numeric_field() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let json = schema_builder.add_json_field("json", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": 10.0})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.add_document(doc!())?;
index_writer
.add_document(doc!(json => json!({"mixed_type": -20.5})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
#[test]
fn terms_aggregation_missing_mixed_type_one_seg() -> crate::Result<()> {
let mut schema_builder = Schema::builder();
let json = schema_builder.add_json_field("json", FAST);
let schema = schema_builder.build();
let index = Index::create_in_ram(schema);
let mut index_writer: IndexWriter = index.writer_for_tests().unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": 10.0})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer
.add_document(doc!(json => json!({"mixed_type": "blue"})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer
.add_document(doc!(json => json!({"mixed_type": "red"})))
.unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": -20.5})))
.unwrap();
index_writer
.add_document(doc!(json => json!({"mixed_type": true})))
.unwrap();
index_writer.add_document(doc!())?;
index_writer.commit().unwrap();
let agg_req: Aggregations = serde_json::from_value(json!({
"replace_null": {
"terms": {
"field": "json.mixed_type",
"missing": "NULL"
},
},
}))
.unwrap();
let res = exec_request_with_query(agg_req, &index, None)?;
assert_eq!(res["replace_null"]["buckets"][0]["key"], "NULL");
assert_eq!(res["replace_null"]["buckets"][0]["doc_count"], 3);
assert_eq!(res["replace_null"]["sum_other_doc_count"], 0);
assert_eq!(res["replace_null"]["doc_count_error_upper_bound"], 0);
Ok(())
}
}