use std::fs::File; use std::io; use concat_arrays::concat_arrays; use serde_json::Value; use super::helpers::{create_writer, writer_into_reader, GrenadParameters}; use crate::{FieldId, InternalError, Result, UserError}; /// Extracts the geographical coordinates contained in each document under the `_geo` field. /// /// Returns the generated grenad reader containing the docid as key associated to the (latitude, longitude) pub fn extract_geo_points( obkv_documents: grenad::Reader, indexer: GrenadParameters, primary_key_id: FieldId, geo_field_id: FieldId, ) -> Result> { let mut writer = create_writer( indexer.chunk_compression_type, indexer.chunk_compression_level, tempfile::tempfile()?, ); let mut cursor = obkv_documents.into_cursor()?; while let Some((docid_bytes, value)) = cursor.move_on_next()? { let obkv = obkv::KvReader::new(value); let point: Value = match obkv.get(geo_field_id) { Some(point) => serde_json::from_slice(point).map_err(InternalError::SerdeJson)?, None => continue, }; if let Some((lat, lng)) = point["lat"].as_f64().zip(point["lng"].as_f64()) { // this will create an array of 16 bytes (two 8 bytes floats) let bytes: [u8; 16] = concat_arrays![lat.to_ne_bytes(), lng.to_ne_bytes()]; writer.insert(docid_bytes, bytes)?; } else { // All document must have a primary key so we can unwrap safely here let primary_key = obkv.get(primary_key_id).unwrap(); let primary_key = serde_json::from_slice(primary_key).map_err(InternalError::SerdeJson)?; Err(UserError::InvalidGeoField { document_id: primary_key, object: point })? } } Ok(writer_into_reader(writer)?) }