Spaces:
Build error
Build error
File size: 9,709 Bytes
84d2a97 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 |
//! Contains functions for interpreting filter queries and defining if given points pass the conditions
use std::str::FromStr;
use serde_json::Value;
use crate::types::{
AnyVariants, DateTimePayloadType, FieldCondition, FloatPayloadType, GeoBoundingBox, GeoPoint,
GeoPolygon, GeoRadius, Match, MatchAny, MatchExcept, MatchText, MatchValue, Range,
RangeInterface, ValueVariants, ValuesCount,
};
/// Threshold representing the point to which iterating through an IndexSet is more efficient than using hashing.
///
/// For sets smaller than this threshold iterating outperforms hashing.
/// For more information see <https://github.com/qdrant/qdrant/pull/3525>.
pub const INDEXSET_ITER_THRESHOLD: usize = 13;
pub trait ValueChecker {
fn check_match(&self, payload: &Value) -> bool;
#[inline]
fn _check(&self, payload: &Value) -> bool {
match payload {
Value::Array(values) => values.iter().any(|x| self.check_match(x)),
_ => self.check_match(payload),
}
}
fn check(&self, payload: &Value) -> bool {
self._check(payload)
}
}
impl ValueChecker for FieldCondition {
fn check_match(&self, payload: &Value) -> bool {
// Destructuring so compiler can check that we don't forget a condition
let FieldCondition {
r#match,
range,
geo_radius,
geo_bounding_box,
geo_polygon,
values_count,
key: _,
} = self;
r#match
.as_ref()
.is_some_and(|condition| condition.check_match(payload))
|| range
.as_ref()
.is_some_and(|range_interface| match range_interface {
RangeInterface::Float(condition) => condition.check_match(payload),
RangeInterface::DateTime(condition) => condition.check_match(payload),
})
|| geo_radius
.as_ref()
.is_some_and(|condition| condition.check_match(payload))
|| geo_bounding_box
.as_ref()
.is_some_and(|condition| condition.check_match(payload))
|| geo_polygon
.as_ref()
.is_some_and(|condition| condition.check_match(payload))
|| values_count
.as_ref()
.is_some_and(|condition| condition.check_match(payload))
}
fn check(&self, payload: &Value) -> bool {
if self.values_count.is_some() {
self.values_count
.as_ref()
.unwrap()
.check_count_from(payload)
} else {
self._check(payload)
}
}
}
impl ValueChecker for Match {
fn check_match(&self, payload: &Value) -> bool {
match self {
Match::Value(MatchValue { value }) => match (payload, value) {
(Value::Bool(stored), ValueVariants::Bool(val)) => stored == val,
(Value::String(stored), ValueVariants::String(val)) => stored == val,
(Value::Number(stored), ValueVariants::Integer(val)) => {
stored.as_i64().map(|num| num == *val).unwrap_or(false)
}
_ => false,
},
Match::Text(MatchText { text }) => match payload {
Value::String(stored) => stored.contains(text),
_ => false,
},
Match::Any(MatchAny { any }) => match (payload, any) {
(Value::String(stored), AnyVariants::Strings(list)) => {
if list.len() < INDEXSET_ITER_THRESHOLD {
list.iter().any(|i| i.as_str() == stored.as_str())
} else {
list.contains(stored.as_str())
}
}
(Value::Number(stored), AnyVariants::Integers(list)) => stored
.as_i64()
.map(|num| {
if list.len() < INDEXSET_ITER_THRESHOLD {
list.iter().any(|i| *i == num)
} else {
list.contains(&num)
}
})
.unwrap_or(false),
_ => false,
},
Match::Except(MatchExcept { except }) => match (payload, except) {
(Value::String(stored), AnyVariants::Strings(list)) => {
if list.len() < INDEXSET_ITER_THRESHOLD {
!list.iter().any(|i| i.as_str() == stored.as_str())
} else {
!list.contains(stored.as_str())
}
}
(Value::Number(stored), AnyVariants::Integers(list)) => stored
.as_i64()
.map(|num| {
if list.len() < INDEXSET_ITER_THRESHOLD {
!list.iter().any(|i| *i == num)
} else {
!list.contains(&num)
}
})
.unwrap_or(true),
(Value::Null, _) => false,
(Value::Bool(_), _) => true,
(Value::Array(_), _) => true, // Array inside array is not flattened
(Value::Object(_), _) => true,
(Value::Number(_), _) => true,
(Value::String(_), _) => true,
},
}
}
}
impl ValueChecker for Range<FloatPayloadType> {
fn check_match(&self, payload: &Value) -> bool {
match payload {
Value::Number(num) => num
.as_f64()
.map(|number| self.check_range(number))
.unwrap_or(false),
_ => false,
}
}
}
impl ValueChecker for Range<DateTimePayloadType> {
fn check_match(&self, payload: &Value) -> bool {
payload
.as_str()
.and_then(|s| DateTimePayloadType::from_str(s).ok())
.is_some_and(|x| self.check_range(x))
}
}
impl ValueChecker for GeoBoundingBox {
fn check_match(&self, payload: &Value) -> bool {
match payload {
Value::Object(obj) => {
let lon_op = obj.get("lon").and_then(|x| x.as_f64());
let lat_op = obj.get("lat").and_then(|x| x.as_f64());
if let (Some(lon), Some(lat)) = (lon_op, lat_op) {
return self.check_point(&GeoPoint { lon, lat });
}
false
}
_ => false,
}
}
}
impl ValueChecker for GeoRadius {
fn check_match(&self, payload: &Value) -> bool {
match payload {
Value::Object(obj) => {
let lon_op = obj.get("lon").and_then(|x| x.as_f64());
let lat_op = obj.get("lat").and_then(|x| x.as_f64());
if let (Some(lon), Some(lat)) = (lon_op, lat_op) {
return self.check_point(&GeoPoint { lon, lat });
}
false
}
_ => false,
}
}
}
impl ValueChecker for GeoPolygon {
fn check_match(&self, payload: &Value) -> bool {
match payload {
Value::Object(obj) => {
let lon_op = obj.get("lon").and_then(|x| x.as_f64());
let lat_op = obj.get("lat").and_then(|x| x.as_f64());
if let (Some(lon), Some(lat)) = (lon_op, lat_op) {
return self.convert().check_point(&GeoPoint { lon, lat });
}
false
}
_ => false,
}
}
}
impl ValueChecker for ValuesCount {
fn check_match(&self, payload: &Value) -> bool {
self.check_count_from(payload)
}
fn check(&self, payload: &Value) -> bool {
self.check_count_from(payload)
}
}
#[cfg(test)]
mod tests {
use serde_json::json;
use super::*;
use crate::types::GeoPoint;
#[test]
fn test_geo_matching() {
let berlin_and_moscow = json!([
{
"lat": 52.52197645,
"lon": 13.413637435864272
},
{
"lat": 55.7536283,
"lon": 37.62137960067377,
}
]);
let near_berlin_query = GeoRadius {
center: GeoPoint {
lat: 52.511,
lon: 13.423637,
},
radius: 2000.0,
};
let miss_geo_query = GeoRadius {
center: GeoPoint {
lat: 52.511,
lon: 20.423637,
},
radius: 2000.0,
};
assert!(near_berlin_query.check(&berlin_and_moscow));
assert!(!miss_geo_query.check(&berlin_and_moscow));
}
#[test]
fn test_value_count() {
let countries = json!([
{
"country": "Germany",
},
{
"country": "France",
}
]);
let gt_one_country_query = ValuesCount {
lt: None,
gt: Some(1),
gte: None,
lte: None,
};
assert!(gt_one_country_query.check(&countries));
let gt_two_countries_query = ValuesCount {
lt: None,
gt: Some(2),
gte: None,
lte: None,
};
assert!(!gt_two_countries_query.check(&countries));
let gte_two_countries_query = ValuesCount {
lt: None,
gt: None,
gte: Some(2),
lte: None,
};
assert!(gte_two_countries_query.check(&countries));
}
}
|