<commit_before>package grasshopper.geocoder.api

import akka.stream.scaladsl._
import feature._
import geometry.Point
import grasshopper.client.parser.AddressParserClient
import grasshopper.client.parser.model.ParsedAddress
import grasshopper.geocoder.model._
import grasshopper.geocoder.search.addresspoints.AddressPointsGeocode
import grasshopper.geocoder.search.census.CensusGeocode
import grasshopper.model.SearchableAddress
import org.elasticsearch.client.Client
import scala.concurrent.ExecutionContext

trait GeocodeFlow extends AddressPointsGeocode with CensusGeocode with ParallelismFactor {

  def client: Client

  def parseFlow: Flow[String, ParsedAddress, Unit] = {
    Flow[String]
      .mapAsync(numCores)(a => AddressParserClient.parse(a))
      .map { x =>
        if (x.isRight) {
          x.right.getOrElse(ParsedAddress.empty)
        } else {
          ParsedAddress.empty
        }
      }
  }

  def parsedInputAddressFlow: Flow[ParsedAddress, SearchableAddress, Unit] = {
    Flow[ParsedAddress]
      .map(parsed => {

        val partMap: Map[String, String] = parsed.parts.map(part => (part.code, part.value)).toMap

        SearchableAddress(
          partMap.getOrElse("address_number_full", ""),
          partMap.getOrElse("street_name_full", ""),
          partMap.getOrElse("city_name", ""),
          partMap.getOrElse("zip_code", ""),
          partMap.getOrElse("state_name", "")
        )
      })
  }

  def geocodePointFlow: Flow[String, Feature, Unit] = {<commit_msg>Fixes weird syntax in parsedInputAddressFlow<commit_after>package grasshopper.geocoder.api

import akka.stream.scaladsl._
import feature._
import geometry.Point
import grasshopper.client.parser.AddressParserClient
import grasshopper.client.parser.model.ParsedAddress
import grasshopper.geocoder.model._
import grasshopper.geocoder.search.addresspoints.AddressPointsGeocode
import grasshopper.geocoder.search.census.CensusGeocode
import grasshopper.model.SearchableAddress
import org.elasticsearch.client.Client
import scala.concurrent.ExecutionContext

trait GeocodeFlow extends AddressPointsGeocode with CensusGeocode with ParallelismFactor {

  def client: Client

  def parseFlow: Flow[String, ParsedAddress, Unit] = {
    Flow[String]
      .mapAsync(numCores)(a => AddressParserClient.parse(a))
      .map { x =>
        if (x.isRight) {
          x.right.getOrElse(ParsedAddress.empty)
        } else {
          ParsedAddress.empty
        }
      }
  }

  def parsedInputAddressFlow: Flow[ParsedAddress, SearchableAddress, Unit] = {
    Flow[ParsedAddress]
      .map { parsed =>

        val partMap: Map[String, String] = parsed.parts.map(part => (part.code, part.value)).toMap

        SearchableAddress(
          partMap.getOrElse("address_number_full", ""),
          partMap.getOrElse("street_name_full", ""),
          partMap.getOrElse("city_name", ""),
          partMap.getOrElse("zip_code", ""),
          partMap.getOrElse("state_name", "")
        )
      }
  }

  def geocodePointFlow: Flow[String, Feature, Unit] = {
{'fraction_non_alphanumeric': 0.10557377049180328, 'fraction_numerical': 0.0, 'mean_word_length': 3.5948795180722892, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 11, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6960995', 'n_tokens_mistral': 948, 'n_tokens_neox': 928, 'n_words': 155}