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Add style and comments
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@ -15,6 +15,7 @@ use super::{Criterion, CriterionResult, Context, resolve_query_tree};
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/// we want to find a multiplier that allow us to divide by any number between 1 and 10.
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/// we want to find a multiplier that allow us to divide by any number between 1 and 10.
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/// We Choosed the LCM of all numbers between 1 and 10 as the multiplier (https://en.wikipedia.org/wiki/Least_common_multiple).
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/// We Choosed the LCM of all numbers between 1 and 10 as the multiplier (https://en.wikipedia.org/wiki/Least_common_multiple).
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const LCM_10_FIRST_NUMBERS: u32 = 2520;
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const LCM_10_FIRST_NUMBERS: u32 = 2520;
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pub struct Attribute<'t> {
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pub struct Attribute<'t> {
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ctx: &'t dyn Context<'t>,
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ctx: &'t dyn Context<'t>,
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query_tree: Option<Operation>,
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query_tree: Option<Operation>,
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@ -134,6 +135,9 @@ impl<'t> Criterion for Attribute<'t> {
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}
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}
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}
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}
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/// WordLevelIterator is an pseudo-Iterator over intervals of word-position for one word,
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/// it will begin at the first non-empty interval and will return every interval without
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/// jumping over empty intervals.
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struct WordLevelIterator<'t, 'q> {
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struct WordLevelIterator<'t, 'q> {
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inner: Box<dyn Iterator<Item =heed::Result<((&'t str, TreeLevel, u32, u32), RoaringBitmap)>> + 't>,
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inner: Box<dyn Iterator<Item =heed::Result<((&'t str, TreeLevel, u32, u32), RoaringBitmap)>> + 't>,
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level: TreeLevel,
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level: TreeLevel,
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@ -197,12 +201,14 @@ impl<'t, 'q> WordLevelIterator<'t, 'q> {
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}
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}
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}
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}
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/// QueryLevelIterator is an pseudo-Iterator for a Query,
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/// It contains WordLevelIterators and is chainned with other QueryLevelIterator.
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struct QueryLevelIterator<'t, 'q> {
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struct QueryLevelIterator<'t, 'q> {
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previous: Option<Box<QueryLevelIterator<'t, 'q>>>,
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parent: Option<Box<QueryLevelIterator<'t, 'q>>>,
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inner: Vec<WordLevelIterator<'t, 'q>>,
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inner: Vec<WordLevelIterator<'t, 'q>>,
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level: TreeLevel,
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level: TreeLevel,
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accumulator: Vec<Option<(u32, u32, RoaringBitmap)>>,
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accumulator: Vec<Option<(u32, u32, RoaringBitmap)>>,
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previous_accumulator: Vec<Option<(u32, u32, RoaringBitmap)>>,
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parent_accumulator: Vec<Option<(u32, u32, RoaringBitmap)>>,
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}
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}
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impl<'t, 'q> QueryLevelIterator<'t, 'q> {
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impl<'t, 'q> QueryLevelIterator<'t, 'q> {
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@ -239,26 +245,27 @@ impl<'t, 'q> QueryLevelIterator<'t, 'q> {
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let highest = inner.iter().max_by_key(|wli| wli.level).map(|wli| wli.level.clone());
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let highest = inner.iter().max_by_key(|wli| wli.level).map(|wli| wli.level.clone());
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match highest {
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match highest {
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Some(level) => Ok(Some(Self {
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Some(level) => Ok(Some(Self {
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previous: None,
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parent: None,
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inner,
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inner,
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level,
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level,
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accumulator: vec![],
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accumulator: vec![],
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previous_accumulator: vec![],
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parent_accumulator: vec![],
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})),
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})),
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None => Ok(None),
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None => Ok(None),
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}
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}
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}
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}
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fn previous(&mut self, previous: QueryLevelIterator<'t, 'q>) -> &Self {
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fn parent(&mut self, parent: QueryLevelIterator<'t, 'q>) -> &Self {
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self.previous = Some(Box::new(previous));
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self.parent = Some(Box::new(parent));
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self
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self
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}
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}
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/// create a new QueryLevelIterator with a lower level than the current one.
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fn dig(&self, ctx: &'t dyn Context<'t>) -> heed::Result<Self> {
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fn dig(&self, ctx: &'t dyn Context<'t>) -> heed::Result<Self> {
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let (level, previous) = match &self.previous {
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let (level, parent) = match &self.parent {
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Some(previous) => {
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Some(parent) => {
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let previous = previous.dig(ctx)?;
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let parent = parent.dig(ctx)?;
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(previous.level.min(self.level), Some(Box::new(previous)))
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(parent.level.min(self.level), Some(Box::new(parent)))
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},
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},
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None => (self.level.saturating_sub(1), None),
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None => (self.level.saturating_sub(1), None),
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};
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};
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@ -268,7 +275,7 @@ impl<'t, 'q> QueryLevelIterator<'t, 'q> {
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inner.push(word_level_iterator.dig(ctx, &level)?);
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inner.push(word_level_iterator.dig(ctx, &level)?);
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}
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}
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Ok(Self {previous, inner, level, accumulator: vec![], previous_accumulator: vec![]})
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Ok(Self {parent, inner, level, accumulator: vec![], parent_accumulator: vec![]})
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}
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}
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@ -295,29 +302,31 @@ impl<'t, 'q> QueryLevelIterator<'t, 'q> {
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Ok(accumulated)
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Ok(accumulated)
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}
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}
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/// return the next meta-interval created from inner WordLevelIterators,
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/// and from eventual chainned QueryLevelIterator.
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fn next(&mut self) -> heed::Result<(TreeLevel, Option<(u32, u32, RoaringBitmap)>)> {
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fn next(&mut self) -> heed::Result<(TreeLevel, Option<(u32, u32, RoaringBitmap)>)> {
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let previous_result = match self.previous.as_mut() {
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let parent_result = match self.parent.as_mut() {
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Some(previous) => {
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Some(parent) => {
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Some(previous.next()?)
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Some(parent.next()?)
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},
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},
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None => None,
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None => None,
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};
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};
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match previous_result {
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match parent_result {
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Some((previous_level, previous_next)) => {
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Some((parent_level, parent_next)) => {
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let inner_next = self.inner_next(previous_level)?;
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let inner_next = self.inner_next(parent_level)?;
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self.accumulator.push(inner_next);
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self.accumulator.push(inner_next);
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self.previous_accumulator.push(previous_next);
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self.parent_accumulator.push(parent_next);
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// TODO @many clean firsts intervals of both accumulators when both RoaringBitmap are empty,
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// TODO @many clean firsts intervals of both accumulators when both RoaringBitmap are empty,
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// WARNING the cleaned intervals count needs to be kept to skip at the end
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// WARNING the cleaned intervals count needs to be kept to skip at the end
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let mut merged_interval = None;
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let mut merged_interval = None;
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for current in self.accumulator.iter().rev().zip(self.previous_accumulator.iter()) {
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for current in self.accumulator.iter().rev().zip(self.parent_accumulator.iter()) {
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if let (Some((left_a, right_a, a)), Some((left_b, right_b, b))) = current {
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if let (Some((left_a, right_a, a)), Some((left_b, right_b, b))) = current {
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let (_, _, merged_docids) = merged_interval.get_or_insert_with(|| (left_a + left_b, right_a + right_b, RoaringBitmap::new()));
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let (_, _, merged_docids) = merged_interval.get_or_insert_with(|| (left_a + left_b, right_a + right_b, RoaringBitmap::new()));
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merged_docids.union_with(&(a & b));
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merged_docids.union_with(&(a & b));
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}
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}
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}
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}
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Ok((previous_level, merged_interval))
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Ok((parent_level, merged_interval))
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},
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},
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None => {
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None => {
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let level = self.level.clone();
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let level = self.level.clone();
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@ -412,7 +421,7 @@ fn initialize_query_level_iterators<'t, 'q>(
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.rev()
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.rev()
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.fold(None, |fold: Option<QueryLevelIterator>, mut qli| match fold {
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.fold(None, |fold: Option<QueryLevelIterator>, mut qli| match fold {
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Some(fold) => {
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Some(fold) => {
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qli.previous(fold);
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qli.parent(fold);
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Some(qli)
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Some(qli)
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},
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},
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None => Some(qli),
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None => Some(qli),
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