Add search filter for ranked outliers

Add range check to ranked outliers

Fix clippy errors

Change comparison for timestamps

Adjust comparison for timestamps

src/graphql/outlier.rs

@@ -1,4 +1,5 @@
 use super::{always_true, model::ModelDigest, Role, RoleGuard, DEFAULT_CONNECTION_SIZE};
+use crate::graphql::{earliest_key, latest_key};
 use anyhow::anyhow;
 use async_graphql::{
     connection::{query, Connection, Edge, EmptyFields},
@@ -11,6 +12,7 @@ use data_encoding::BASE64;
 use num_traits::ToPrimitive;
 use review_database::{types::FromKeyValue, Database, Direction, IterableMap};
 use serde::Deserialize;
+use serde::Serialize;
 use std::cmp;
 
 pub const TIMESTAMP_SIZE: usize = 8;
@@ -53,6 +55,26 @@ impl OutlierMutation {
 #[derive(Default)]
 pub(super) struct OutlierQuery;
 
+#[allow(clippy::module_name_repetitions)]
+#[derive(InputObject, Serialize)]
+pub struct OutlierTimeRange {
+    start: Option<DateTime<Utc>>,
+    end: Option<DateTime<Utc>>,
+}
+
+#[allow(clippy::module_name_repetitions)]
+#[derive(InputObject, Serialize)]
+pub struct OutlierDistanceRange {
+    start: Option<f64>,
+    end: Option<f64>,
+}
+
+#[derive(InputObject, Serialize)]
+pub struct SearchFilterInput {
+    pub time: Option<OutlierTimeRange>,
+    distance: Option<OutlierDistanceRange>,
+}
+
 #[Object]
 impl OutlierQuery {
     /// A list of outliers.
@@ -120,9 +142,10 @@ impl OutlierQuery {
         before: Option<String>,
         first: Option<usize>,
         last: Option<usize>,
+        filter: Option<SearchFilterInput>,
     ) -> Result<Connection<String, RankedOutlier, RankedOutlierTotalCount, EmptyFields>> {
-        let filter = Some;
-        load_outliers(ctx, model_id, time, after, before, first, last, filter).await
+        load_ranked_outliers_with_filter(ctx, model_id, time, after, before, first, last, filter)
+            .await
     }
 }
 
@@ -586,3 +609,161 @@ fn latest_outlier_key(before: &str) -> Result<Vec<u8>> {
     }
     Ok(end)
 }
+
+#[allow(clippy::too_many_arguments, clippy::type_complexity)] // since this is called within `load` only
+async fn load_ranked_outliers_with_filter(
+    ctx: &Context<'_>,
+    model_id: ID,
+    time: Option<NaiveDateTime>,
+    after: Option<String>,
+    before: Option<String>,
+    first: Option<usize>,
+    last: Option<usize>,
+    filter: Option<SearchFilterInput>,
+) -> Result<Connection<String, RankedOutlier, RankedOutlierTotalCount, EmptyFields>> {
+    let model_id: i32 = model_id.as_str().parse()?;
+    let timestamp = time.map(|t| t.timestamp_nanos_opt().unwrap_or_default());
+
+    let prefix = if let Some(timestamp) = timestamp {
+        bincode::DefaultOptions::new().serialize(&(model_id, timestamp))?
+    } else {
+        bincode::DefaultOptions::new().serialize(&model_id)?
+    };
+
+    let store = crate::graphql::get_store(ctx).await?;
+    let map = store.outlier_map().into_prefix_map(&prefix);
+
+    let (nodes, has_previous, has_next) =
+        load_nodes_with_search_filter(&map, &filter, after, before, first, last)?;
+
+    let mut connection = Connection::with_additional_fields(
+        has_previous,
+        has_next,
+        RankedOutlierTotalCount {
+            model_id,
+            timestamp,
+        },
+    );
+    connection
+        .edges
+        .extend(nodes.into_iter().map(|(k, ev)| Edge::new(k, ev)));
+    Ok(connection)
+}
+
+#[allow(clippy::type_complexity)] // since this is called within `load` only
+fn load_nodes_with_search_filter<'m, M, I>(
+    map: &'m M,
+    filter: &Option<SearchFilterInput>,
+    after: Option<String>,
+    before: Option<String>,
+    first: Option<usize>,
+    last: Option<usize>,
+) -> Result<(Vec<(String, RankedOutlier)>, bool, bool)>
+where
+    M: IterableMap<'m, I>,
+    I: Iterator<Item = (Box<[u8]>, Box<[u8]>)> + 'm,
+{
+    if let Some(last) = last {
+        let iter = if let Some(before) = before {
+            let end = latest_key(&before)?;
+            map.iter_from(&end, Direction::Reverse)?
+        } else {
+            map.iter_backward()?
+        };
+
+        let (nodes, has_more) = if let Some(after) = after {
+            let to = earliest_key(&after)?;
+            iter_through_search_filter_nodes(iter, &to, cmp::Ordering::is_ge, filter, last)
+        } else {
+            iter_through_search_filter_nodes(iter, &[], always_true, filter, last)
+        }?;
+        Ok((nodes, has_more, false))
+    } else {
+        let first = first.unwrap_or(DEFAULT_CONNECTION_SIZE);
+        let iter = if let Some(after) = after {
+            let start = earliest_key(&after)?;
+            map.iter_from(&start, Direction::Forward)?
+        } else {
+            map.iter_forward()?
+        };
+
+        let (nodes, has_more) = if let Some(before) = before {
+            let to = latest_key(&before)?;
+            iter_through_search_filter_nodes(iter, &to, cmp::Ordering::is_le, filter, first)
+        } else {
+            iter_through_search_filter_nodes(iter, &[], always_true, filter, first)
+        }?;
+        Ok((nodes, false, has_more))
+    }
+}
+
+fn iter_through_search_filter_nodes<I>(
+    iter: I,
+    to: &[u8],
+    cond: fn(cmp::Ordering) -> bool,
+    filter: &Option<SearchFilterInput>,
+    len: usize,
+) -> Result<(Vec<(String, RankedOutlier)>, bool)>
+where
+    I: Iterator<Item = (Box<[u8]>, Box<[u8]>)>,
+{
+    let mut nodes = Vec::new();
+    let mut exceeded = false;
+    for (k, v) in iter {
+        if !(cond)(k.as_ref().cmp(to)) {
+            break;
+        }
+
+        let curser = BASE64.encode(&k);
+        let Some(node) = RankedOutlier::from_key_value(&k, &v)?.into() else {
+            continue;
+        };
+
+        if let Some(filter) = filter {
+            if let Some(time) = &filter.time {
+                let start = time.start;
+                let end = time.end;
+                if let Some(start) = start {
+                    if let Some(end) = end {
+                        if node.timestamp < start.timestamp_nanos_opt().unwrap_or_default()
+                            || node.timestamp > end.timestamp_nanos_opt().unwrap_or_default()
+                        {
+                            continue;
+                        }
+                    } else if node.timestamp < start.timestamp_nanos_opt().unwrap_or_default() {
+                        continue;
+                    }
+                } else if let Some(end) = end {
+                    if node.timestamp > end.timestamp_nanos_opt().unwrap_or_default() {
+                        continue;
+                    }
+                }
+            }
+
+            if let Some(distance) = &filter.distance {
+                let start = distance.start;
+                let end = distance.end;
+                if let Some(start) = start {
+                    if let Some(end) = end {
+                        if node.distance < start || node.distance > end {
+                            continue;
+                        }
+                    } else if (((node.distance * 10.0).round() / 10.0) - start).abs() > 0.0 {
+                        continue;
+                    }
+                }
+            }
+        }
+
+        nodes.push((curser, node));
+        exceeded = nodes.len() > len;
+        if exceeded {
+            break;
+        }
+    }
+
+    if exceeded {
+        nodes.pop();
+    }
+    Ok((nodes, exceeded))
+}