meilisearch/meilisearch-types/src/settings.rs

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use std::collections::{BTreeMap, BTreeSet};
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use std::convert::Infallible;
use std::fmt;
use std::marker::PhantomData;
use std::num::NonZeroUsize;
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use std::ops::ControlFlow;
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use std::str::FromStr;
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use deserr::{DeserializeError, Deserr, ErrorKind, MergeWithError, ValuePointerRef};
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use fst::IntoStreamer;
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use milli::update::Setting;
use milli::{Criterion, CriterionError, Index, DEFAULT_VALUES_PER_FACET};
use serde::{Deserialize, Serialize, Serializer};
use crate::deserr::DeserrJsonError;
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use crate::error::deserr_codes::*;
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use crate::error::unwrap_any;
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/// The maximimum number of results that the engine
/// will be able to return in one search call.
pub const DEFAULT_PAGINATION_MAX_TOTAL_HITS: usize = 1000;
fn serialize_with_wildcard<S>(
field: &Setting<Vec<String>>,
s: S,
) -> std::result::Result<S::Ok, S::Error>
where
S: Serializer,
{
let wildcard = vec!["*".to_string()];
match field {
Setting::Set(value) => Some(value),
Setting::Reset => Some(&wildcard),
Setting::NotSet => None,
}
.serialize(s)
}
#[derive(Clone, Default, Debug, Serialize, PartialEq, Eq)]
pub struct Checked;
#[derive(Clone, Default, Debug, Serialize, Deserialize, PartialEq, Eq)]
pub struct Unchecked;
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impl<E> Deserr<E> for Unchecked
where
E: DeserializeError,
{
fn deserialize_from_value<V: deserr::IntoValue>(
_value: deserr::Value<V>,
_location: deserr::ValuePointerRef,
) -> Result<Self, E> {
unreachable!()
}
}
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fn validate_min_word_size_for_typo_setting<E: DeserializeError>(
s: MinWordSizeTyposSetting,
location: ValuePointerRef,
) -> Result<MinWordSizeTyposSetting, E> {
if let (Setting::Set(one), Setting::Set(two)) = (s.one_typo, s.two_typos) {
if one > two {
return Err(unwrap_any(E::error::<Infallible>(None, ErrorKind::Unexpected { msg: format!("`minWordSizeForTypos` setting is invalid. `oneTypo` and `twoTypos` fields should be between `0` and `255`, and `twoTypos` should be greater or equals to `oneTypo` but found `oneTypo: {one}` and twoTypos: {two}`.") }, location)));
}
}
Ok(s)
}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
#[deserr(deny_unknown_fields, rename_all = camelCase, validate = validate_min_word_size_for_typo_setting -> DeserrJsonError<InvalidSettingsTypoTolerance>)]
pub struct MinWordSizeTyposSetting {
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub one_typo: Setting<u8>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub two_typos: Setting<u8>,
}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
#[deserr(deny_unknown_fields, rename_all = camelCase, where_predicate = __Deserr_E: deserr::MergeWithError<DeserrJsonError<InvalidSettingsTypoTolerance>>)]
pub struct TypoSettings {
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub enabled: Setting<bool>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsTypoTolerance>)]
pub min_word_size_for_typos: Setting<MinWordSizeTyposSetting>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub disable_on_words: Setting<BTreeSet<String>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub disable_on_attributes: Setting<BTreeSet<String>>,
}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
#[deserr(rename_all = camelCase, deny_unknown_fields)]
pub struct FacetingSettings {
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub max_values_per_facet: Setting<usize>,
}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
#[deserr(rename_all = camelCase, deny_unknown_fields)]
pub struct PaginationSettings {
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default)]
pub max_total_hits: Setting<usize>,
}
impl MergeWithError<milli::CriterionError> for DeserrJsonError<InvalidSettingsRankingRules> {
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fn merge(
_self_: Option<Self>,
other: milli::CriterionError,
merge_location: ValuePointerRef,
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) -> ControlFlow<Self, Self> {
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Self::error::<Infallible>(
None,
ErrorKind::Unexpected { msg: other.to_string() },
merge_location,
)
}
}
/// Holds all the settings for an index. `T` can either be `Checked` if they represents settings
/// whose validity is guaranteed, or `Unchecked` if they need to be validated. In the later case, a
/// call to `check` will return a `Settings<Checked>` from a `Settings<Unchecked>`.
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(
deny_unknown_fields,
rename_all = "camelCase",
bound(serialize = "T: Serialize", deserialize = "T: Deserialize<'static>")
)]
#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
pub struct Settings<T> {
#[serde(
default,
serialize_with = "serialize_with_wildcard",
skip_serializing_if = "Setting::is_not_set"
)]
#[deserr(default, error = DeserrJsonError<InvalidSettingsDisplayedAttributes>)]
pub displayed_attributes: Setting<Vec<String>>,
#[serde(
default,
serialize_with = "serialize_with_wildcard",
skip_serializing_if = "Setting::is_not_set"
)]
#[deserr(default, error = DeserrJsonError<InvalidSettingsSearchableAttributes>)]
pub searchable_attributes: Setting<Vec<String>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsFilterableAttributes>)]
pub filterable_attributes: Setting<BTreeSet<String>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsSortableAttributes>)]
pub sortable_attributes: Setting<BTreeSet<String>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsRankingRules>)]
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pub ranking_rules: Setting<Vec<RankingRuleView>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsStopWords>)]
pub stop_words: Setting<BTreeSet<String>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsSynonyms>)]
pub synonyms: Setting<BTreeMap<String, Vec<String>>>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsDistinctAttribute>)]
pub distinct_attribute: Setting<String>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsTypoTolerance>)]
pub typo_tolerance: Setting<TypoSettings>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsFaceting>)]
pub faceting: Setting<FacetingSettings>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsPagination>)]
pub pagination: Setting<PaginationSettings>,
#[serde(skip)]
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#[deserr(skip)]
pub _kind: PhantomData<T>,
}
impl Settings<Checked> {
pub fn cleared() -> Settings<Checked> {
Settings {
displayed_attributes: Setting::Reset,
searchable_attributes: Setting::Reset,
filterable_attributes: Setting::Reset,
sortable_attributes: Setting::Reset,
ranking_rules: Setting::Reset,
stop_words: Setting::Reset,
synonyms: Setting::Reset,
distinct_attribute: Setting::Reset,
typo_tolerance: Setting::Reset,
faceting: Setting::Reset,
pagination: Setting::Reset,
_kind: PhantomData,
}
}
pub fn into_unchecked(self) -> Settings<Unchecked> {
let Self {
displayed_attributes,
searchable_attributes,
filterable_attributes,
sortable_attributes,
ranking_rules,
stop_words,
synonyms,
distinct_attribute,
typo_tolerance,
faceting,
pagination,
..
} = self;
Settings {
displayed_attributes,
searchable_attributes,
filterable_attributes,
sortable_attributes,
ranking_rules,
stop_words,
synonyms,
distinct_attribute,
typo_tolerance,
faceting,
pagination,
_kind: PhantomData,
}
}
}
impl Settings<Unchecked> {
pub fn check(self) -> Settings<Checked> {
let displayed_attributes = match self.displayed_attributes {
Setting::Set(fields) => {
if fields.iter().any(|f| f == "*") {
Setting::Reset
} else {
Setting::Set(fields)
}
}
otherwise => otherwise,
};
let searchable_attributes = match self.searchable_attributes {
Setting::Set(fields) => {
if fields.iter().any(|f| f == "*") {
Setting::Reset
} else {
Setting::Set(fields)
}
}
otherwise => otherwise,
};
Settings {
displayed_attributes,
searchable_attributes,
filterable_attributes: self.filterable_attributes,
sortable_attributes: self.sortable_attributes,
ranking_rules: self.ranking_rules,
stop_words: self.stop_words,
synonyms: self.synonyms,
distinct_attribute: self.distinct_attribute,
typo_tolerance: self.typo_tolerance,
faceting: self.faceting,
pagination: self.pagination,
_kind: PhantomData,
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(deny_unknown_fields)]
#[serde(rename_all = "camelCase")]
pub struct Facets {
pub level_group_size: Option<NonZeroUsize>,
pub min_level_size: Option<NonZeroUsize>,
}
pub fn apply_settings_to_builder(
settings: &Settings<Checked>,
builder: &mut milli::update::Settings,
) {
match settings.searchable_attributes {
Setting::Set(ref names) => builder.set_searchable_fields(names.clone()),
Setting::Reset => builder.reset_searchable_fields(),
Setting::NotSet => (),
}
match settings.displayed_attributes {
Setting::Set(ref names) => builder.set_displayed_fields(names.clone()),
Setting::Reset => builder.reset_displayed_fields(),
Setting::NotSet => (),
}
match settings.filterable_attributes {
Setting::Set(ref facets) => {
builder.set_filterable_fields(facets.clone().into_iter().collect())
}
Setting::Reset => builder.reset_filterable_fields(),
Setting::NotSet => (),
}
match settings.sortable_attributes {
Setting::Set(ref fields) => builder.set_sortable_fields(fields.iter().cloned().collect()),
Setting::Reset => builder.reset_sortable_fields(),
Setting::NotSet => (),
}
match settings.ranking_rules {
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Setting::Set(ref criteria) => {
builder.set_criteria(criteria.iter().map(|c| c.clone().into()).collect())
}
Setting::Reset => builder.reset_criteria(),
Setting::NotSet => (),
}
match settings.stop_words {
Setting::Set(ref stop_words) => builder.set_stop_words(stop_words.clone()),
Setting::Reset => builder.reset_stop_words(),
Setting::NotSet => (),
}
match settings.synonyms {
Setting::Set(ref synonyms) => builder.set_synonyms(synonyms.clone().into_iter().collect()),
Setting::Reset => builder.reset_synonyms(),
Setting::NotSet => (),
}
match settings.distinct_attribute {
Setting::Set(ref attr) => builder.set_distinct_field(attr.clone()),
Setting::Reset => builder.reset_distinct_field(),
Setting::NotSet => (),
}
match settings.typo_tolerance {
Setting::Set(ref value) => {
match value.enabled {
Setting::Set(val) => builder.set_autorize_typos(val),
Setting::Reset => builder.reset_authorize_typos(),
Setting::NotSet => (),
}
match value.min_word_size_for_typos {
Setting::Set(ref setting) => {
match setting.one_typo {
Setting::Set(val) => builder.set_min_word_len_one_typo(val),
Setting::Reset => builder.reset_min_word_len_one_typo(),
Setting::NotSet => (),
}
match setting.two_typos {
Setting::Set(val) => builder.set_min_word_len_two_typos(val),
Setting::Reset => builder.reset_min_word_len_two_typos(),
Setting::NotSet => (),
}
}
Setting::Reset => {
builder.reset_min_word_len_one_typo();
builder.reset_min_word_len_two_typos();
}
Setting::NotSet => (),
}
match value.disable_on_words {
Setting::Set(ref words) => {
builder.set_exact_words(words.clone());
}
Setting::Reset => builder.reset_exact_words(),
Setting::NotSet => (),
}
match value.disable_on_attributes {
Setting::Set(ref words) => {
builder.set_exact_attributes(words.iter().cloned().collect())
}
Setting::Reset => builder.reset_exact_attributes(),
Setting::NotSet => (),
}
}
Setting::Reset => {
// all typo settings need to be reset here.
builder.reset_authorize_typos();
builder.reset_min_word_len_one_typo();
builder.reset_min_word_len_two_typos();
builder.reset_exact_words();
builder.reset_exact_attributes();
}
Setting::NotSet => (),
}
match settings.faceting {
Setting::Set(ref value) => match value.max_values_per_facet {
Setting::Set(val) => builder.set_max_values_per_facet(val),
Setting::Reset => builder.reset_max_values_per_facet(),
Setting::NotSet => (),
},
Setting::Reset => builder.reset_max_values_per_facet(),
Setting::NotSet => (),
}
match settings.pagination {
Setting::Set(ref value) => match value.max_total_hits {
Setting::Set(val) => builder.set_pagination_max_total_hits(val),
Setting::Reset => builder.reset_pagination_max_total_hits(),
Setting::NotSet => (),
},
Setting::Reset => builder.reset_pagination_max_total_hits(),
Setting::NotSet => (),
}
}
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pub fn settings(
index: &Index,
rtxn: &crate::heed::RoTxn,
) -> Result<Settings<Checked>, milli::Error> {
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let displayed_attributes =
index.displayed_fields(rtxn)?.map(|fields| fields.into_iter().map(String::from).collect());
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let searchable_attributes = index
.user_defined_searchable_fields(rtxn)?
.map(|fields| fields.into_iter().map(String::from).collect());
let filterable_attributes = index.filterable_fields(rtxn)?.into_iter().collect();
let sortable_attributes = index.sortable_fields(rtxn)?.into_iter().collect();
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let criteria = index.criteria(rtxn)?;
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let stop_words = index
.stop_words(rtxn)?
.map(|stop_words| -> Result<BTreeSet<_>, milli::Error> {
Ok(stop_words.stream().into_strs()?.into_iter().collect())
})
.transpose()?
.unwrap_or_default();
let distinct_field = index.distinct_field(rtxn)?.map(String::from);
// in milli each word in the synonyms map were split on their separator. Since we lost
// this information we are going to put space between words.
let synonyms = index
.synonyms(rtxn)?
.iter()
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.map(|(key, values)| (key.join(" "), values.iter().map(|value| value.join(" ")).collect()))
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.collect();
let min_typo_word_len = MinWordSizeTyposSetting {
one_typo: Setting::Set(index.min_word_len_one_typo(rtxn)?),
two_typos: Setting::Set(index.min_word_len_two_typos(rtxn)?),
};
let disabled_words = match index.exact_words(rtxn)? {
Some(fst) => fst.into_stream().into_strs()?.into_iter().collect(),
None => BTreeSet::new(),
};
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let disabled_attributes = index.exact_attributes(rtxn)?.into_iter().map(String::from).collect();
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let typo_tolerance = TypoSettings {
enabled: Setting::Set(index.authorize_typos(rtxn)?),
min_word_size_for_typos: Setting::Set(min_typo_word_len),
disable_on_words: Setting::Set(disabled_words),
disable_on_attributes: Setting::Set(disabled_attributes),
};
let faceting = FacetingSettings {
max_values_per_facet: Setting::Set(
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index.max_values_per_facet(rtxn)?.unwrap_or(DEFAULT_VALUES_PER_FACET),
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),
};
let pagination = PaginationSettings {
max_total_hits: Setting::Set(
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index.pagination_max_total_hits(rtxn)?.unwrap_or(DEFAULT_PAGINATION_MAX_TOTAL_HITS),
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),
};
Ok(Settings {
displayed_attributes: match displayed_attributes {
Some(attrs) => Setting::Set(attrs),
None => Setting::Reset,
},
searchable_attributes: match searchable_attributes {
Some(attrs) => Setting::Set(attrs),
None => Setting::Reset,
},
filterable_attributes: Setting::Set(filterable_attributes),
sortable_attributes: Setting::Set(sortable_attributes),
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ranking_rules: Setting::Set(criteria.iter().map(|c| c.clone().into()).collect()),
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stop_words: Setting::Set(stop_words),
distinct_attribute: match distinct_field {
Some(field) => Setting::Set(field),
None => Setting::Reset,
},
synonyms: Setting::Set(synonyms),
typo_tolerance: Setting::Set(typo_tolerance),
faceting: Setting::Set(faceting),
pagination: Setting::Set(pagination),
_kind: PhantomData,
})
}
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#[derive(Debug, Clone, PartialEq, Eq, Deserr)]
#[deserr(try_from(&String) = FromStr::from_str -> CriterionError)]
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pub enum RankingRuleView {
/// Sorted by decreasing number of matched query terms.
/// Query words at the front of an attribute is considered better than if it was at the back.
Words,
/// Sorted by increasing number of typos.
Typo,
/// Sorted by increasing distance between matched query terms.
Proximity,
/// Documents with quey words contained in more important
/// attributes are considered better.
Attribute,
/// Dynamically sort at query time the documents. None, one or multiple Asc/Desc sortable
/// attributes can be used in place of this criterion at query time.
Sort,
/// Sorted by the similarity of the matched words with the query words.
Exactness,
/// Sorted by the increasing value of the field specified.
Asc(String),
/// Sorted by the decreasing value of the field specified.
Desc(String),
}
impl Serialize for RankingRuleView {
fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where
S: Serializer,
{
serializer.serialize_str(&format!("{}", Criterion::from(self.clone())))
}
}
impl<'de> Deserialize<'de> for RankingRuleView {
fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where
D: serde::Deserializer<'de>,
{
struct Visitor;
impl<'de> serde::de::Visitor<'de> for Visitor {
type Value = RankingRuleView;
fn expecting(&self, formatter: &mut std::fmt::Formatter) -> std::fmt::Result {
write!(formatter, "the name of a valid ranking rule (string)")
}
fn visit_str<E>(self, v: &str) -> Result<Self::Value, E>
where
E: serde::de::Error,
{
let criterion = Criterion::from_str(v).map_err(|_| {
E::invalid_value(serde::de::Unexpected::Str(v), &"a valid ranking rule")
})?;
Ok(RankingRuleView::from(criterion))
}
}
deserializer.deserialize_str(Visitor)
}
}
impl FromStr for RankingRuleView {
type Err = <Criterion as FromStr>::Err;
fn from_str(s: &str) -> Result<Self, Self::Err> {
Ok(RankingRuleView::from(Criterion::from_str(s)?))
}
}
impl fmt::Display for RankingRuleView {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
fmt::Display::fmt(&Criterion::from(self.clone()), f)
}
}
impl From<Criterion> for RankingRuleView {
fn from(value: Criterion) -> Self {
match value {
Criterion::Words => RankingRuleView::Words,
Criterion::Typo => RankingRuleView::Typo,
Criterion::Proximity => RankingRuleView::Proximity,
Criterion::Attribute => RankingRuleView::Attribute,
Criterion::Sort => RankingRuleView::Sort,
Criterion::Exactness => RankingRuleView::Exactness,
Criterion::Asc(x) => RankingRuleView::Asc(x),
Criterion::Desc(x) => RankingRuleView::Desc(x),
}
}
}
impl From<RankingRuleView> for Criterion {
fn from(value: RankingRuleView) -> Self {
match value {
RankingRuleView::Words => Criterion::Words,
RankingRuleView::Typo => Criterion::Typo,
RankingRuleView::Proximity => Criterion::Proximity,
RankingRuleView::Attribute => Criterion::Attribute,
RankingRuleView::Sort => Criterion::Sort,
RankingRuleView::Exactness => Criterion::Exactness,
RankingRuleView::Asc(x) => Criterion::Asc(x),
RankingRuleView::Desc(x) => Criterion::Desc(x),
}
}
}
#[cfg(test)]
pub(crate) mod test {
use super::*;
#[test]
fn test_setting_check() {
// test no changes
let settings = Settings {
displayed_attributes: Setting::Set(vec![String::from("hello")]),
searchable_attributes: Setting::Set(vec![String::from("hello")]),
filterable_attributes: Setting::NotSet,
sortable_attributes: Setting::NotSet,
ranking_rules: Setting::NotSet,
stop_words: Setting::NotSet,
synonyms: Setting::NotSet,
distinct_attribute: Setting::NotSet,
typo_tolerance: Setting::NotSet,
faceting: Setting::NotSet,
pagination: Setting::NotSet,
_kind: PhantomData::<Unchecked>,
};
let checked = settings.clone().check();
assert_eq!(settings.displayed_attributes, checked.displayed_attributes);
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assert_eq!(settings.searchable_attributes, checked.searchable_attributes);
// test wildcard
// test no changes
let settings = Settings {
displayed_attributes: Setting::Set(vec![String::from("*")]),
searchable_attributes: Setting::Set(vec![String::from("hello"), String::from("*")]),
filterable_attributes: Setting::NotSet,
sortable_attributes: Setting::NotSet,
ranking_rules: Setting::NotSet,
stop_words: Setting::NotSet,
synonyms: Setting::NotSet,
distinct_attribute: Setting::NotSet,
typo_tolerance: Setting::NotSet,
faceting: Setting::NotSet,
pagination: Setting::NotSet,
_kind: PhantomData::<Unchecked>,
};
let checked = settings.check();
assert_eq!(checked.displayed_attributes, Setting::Reset);
assert_eq!(checked.searchable_attributes, Setting::Reset);
}
}