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https://github.com/meilisearch/MeiliSearch
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Introduce the word-pair-proximities-docids infos subcommand
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@ -71,6 +71,24 @@ enum Command {
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/// Outputs the average number of positions for each document words.
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AverageNumberOfPositions,
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/// Outputs a CSV with the proximities for the two specidied words and
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/// the documents ids where these relations appears.
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///
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/// `word1`, `word2` defines the word pair specified and sorted.
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/// `proximity` defines the proximity between the two specified words.
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/// `documents_ids` defines the documents ids where the relation appears.
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WordPairProximitiesDocids {
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/// Display the whole documents ids in details.
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#[structopt(long)]
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full_display: bool,
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/// First word of the word pair.
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word1: String,
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/// Second word of the word pair.
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word2: String,
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},
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/// Outputs the words FST to disk.
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///
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/// One can use the FST binary helper to dissect and analyze it,
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@ -107,6 +125,9 @@ fn main() -> anyhow::Result<()> {
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TotalDocidWordPositionsSize => total_docid_word_positions_size(&index, &rtxn),
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AverageNumberOfWordsByDoc => average_number_of_words_by_doc(&index, &rtxn),
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AverageNumberOfPositions => average_number_of_positions(&index, &rtxn),
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WordPairProximitiesDocids { full_display, word1, word2 } => {
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word_pair_proximities_docids(&index, &rtxn, !full_display, word1, word2)
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},
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ExportWordsFst { output } => export_words_fst(&index, &rtxn, output),
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}
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}
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@ -306,3 +327,47 @@ fn average_number_of_positions(index: &Index, rtxn: &heed::RoTxn) -> anyhow::Res
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Ok(())
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}
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fn word_pair_proximities_docids(
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index: &Index,
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rtxn: &heed::RoTxn,
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debug: bool,
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word1: String,
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word2: String,
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) -> anyhow::Result<()>
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{
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use heed::types::ByteSlice;
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use milli::RoaringBitmapCodec;
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let (w1, w2) = if word1 > word2 { (word2, word1) } else { (word1, word2) };
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let stdout = io::stdout();
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let mut wtr = csv::Writer::from_writer(stdout.lock());
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wtr.write_record(&["word1", "word2", "proximity", "documents_ids"])?;
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// Create the prefix key with only the pair of words.
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let mut prefix = Vec::with_capacity(w1.len() + w2.len() + 1);
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prefix.extend_from_slice(w1.as_bytes());
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prefix.push(0);
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prefix.extend_from_slice(w2.as_bytes());
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let db = index.word_pair_proximity_docids.as_polymorph();
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let iter = db.prefix_iter::<_, ByteSlice, RoaringBitmapCodec>(rtxn, &prefix)?;
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for result in iter {
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let (key, docids) = result?;
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// Skip keys that are longer than the requested one,
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// a longer key means that the second word is a prefix of the request word.
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if key.len() != prefix.len() + 1 { continue; }
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let proximity = key.last().unwrap();
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let docids = if debug {
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format!("{:?}", docids)
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} else {
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format!("{:?}", docids.iter().collect::<Vec<_>>())
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};
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wtr.write_record(&[&w1, &w2, &proximity.to_string(), &docids])?;
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}
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Ok(wtr.flush()?)
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}
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