/// <summary>
/// Convert Standard Address to Postal Address
/// </summary>
/// <param name="standardAddress">Standard Address</param>
/// <returns>Postal Address</returns>
public PostalAddress ConvertStandardAddressToPostal(StandardAddress standardAddress)
{
PostalAddress postalAddress = new PostalAddress();
postalAddress.BuildingOrFirmName = standardAddress.BuildingOrFirmName;
// Address Line 1
// <Address Number> <Street Pre Direction> <Street Name> <Street Suffix> <Street Post Direction>
string buildingAddressLine1 = string.Empty;
buildingAddressLine1 = Helper.AppendStringWithChar(buildingAddressLine1, standardAddress.PrimaryHighAddress, enmAppendCharacter.Space);
buildingAddressLine1 = Helper.AppendStringWithChar(buildingAddressLine1, standardAddress.StreetPreDirection, enmAppendCharacter.Space);
buildingAddressLine1 = Helper.AppendStringWithChar(buildingAddressLine1, standardAddress.StreetName, enmAppendCharacter.Space);
buildingAddressLine1 = Helper.AppendStringWithChar(buildingAddressLine1, standardAddress.StreetSuffix, enmAppendCharacter.Space);
buildingAddressLine1 = Helper.AppendStringWithChar(buildingAddressLine1, standardAddress.StreetPostDirection, enmAppendCharacter.Space);
postalAddress.AddressLine1 = buildingAddressLine1;
// Address Line 2
// <Secondary Address Type> <Secondary Address>
string buildingAddressLine2 = string.Empty;
buildingAddressLine2 = Helper.AppendStringWithChar(buildingAddressLine2, standardAddress.SecondaryAddressType, enmAppendCharacter.Space);
buildingAddressLine2 = Helper.AppendStringWithChar(buildingAddressLine2, standardAddress.SecondaryHighAddress, enmAppendCharacter.Space);
postalAddress.AddressLine2 = buildingAddressLine2;
postalAddress.City = standardAddress.CityStateKey; // TODO: Need to retrieve from city-state mapping
postalAddress.State = standardAddress.StateCode;
postalAddress.Zip5 = standardAddress.ZipCode;
postalAddress.Zip4 = standardAddress.Zip4AddonHigh;
postalAddress.UspsAddressId = standardAddress.UspsFileAddressId;
return postalAddress;
}
/// <summary>
/// Get Address Line 1 from Postal Address
/// Address Line 1 is split into:
/// PrimaryHighAddress
/// StreetPreDirection
/// StreetName
/// StreetSuffix
/// StreetPostDirection
/// </summary>
/// <param name="postalAddress">Postal Address</param>
private void GetAddress1Fields(PostalAddress postalAddress)
{
if (StdAddress == null)
StdAddress = new StandardAddress();
Regex lregex = new Regex(@"(?<streetno>(\d{1,5}))\s+(?<streetpre>(("+ Constants.StreetDirections +@")\s+)?)(?<streetname>(\S+(?:\s+\S+)*?)\s+)(?<streetsuffix>(("+ Constants.StreetSuffixCommonUsage + @"))(\s+)?)(?<streetpost>(("+ Constants.StreetDirections + @")+)?)");
Match lregexMatch = lregex.Match(postalAddress.AddressLine1);
if (lregexMatch.Success)
{
StdAddress.PrimaryHighAddress = lregexMatch.Groups["streetno"].Value.Trim();
StdAddress.PrimaryLowAddress = lregexMatch.Groups["streetno"].Value.Trim();
//TODO: Apply Standardization like Suffix for Street Pre and Post Direction.
StdAddress.StreetPreDirection = lregexMatch.Groups["streetpre"].Value.Trim();
StdAddress.StreetName = lregexMatch.Groups["streetname"].Value.Trim();
// Get Standard Suffix.
if (!string.IsNullOrEmpty(lregexMatch.Groups["streetsuffix"].Value))
StdAddress.StreetSuffix = GetStandardStreetSuffix(lregexMatch.Groups["streetsuffix"].Value);
else
StdAddress.StreetSuffix = string.Empty;
StdAddress.StreetPostDirection = lregexMatch.Groups["streetpost"].Value.Trim();
}
}
/// <summary>
/// Convert Postal Address to Standard Address
/// </summary>
/// <param name="postalAddress">Postal Address</param>
/// <returns>Standard Address</returns>
public StandardAddress ConvertPostalAddressToStandardAddress(PostalAddress postalAddress)
{
StdAddress = new StandardAddress();
GetAddress1Fields(postalAddress);
GetAddress2Fields(postalAddress);
GetCityStateFields(postalAddress);
GetZipFields(postalAddress);
return StdAddress;
}
/// <summary>
/// Get Matching address from Database
/// </summary>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
/// <returns>Matching Addresses</returns>
public Collection<StandardAddress> GetMatchingAddressFromDB(StandardAddress addressToBeStandardized)
{
// Get Matches by Address Parts.
stateAndZipMatches = MatchesByStateAndZip(addressToBeStandardized);
// TODO: get by fields and combine
//streetNumberMatches = MatchesByDBField("primary_high_address", addressToBeStandardized.PrimaryHighAddress);
//streetNameMatches = MatchesByDBField("street_name", addressToBeStandardized.StreetName);
// Filter results using Levenshtein Distance.
icombinedResult = GetCorrectedAddresses(stateAndZipMatches, addressToBeStandardized);
return icombinedResult;
}
/// <summary>
/// Get Address 2 Fields
/// Address Line 2 is split up into:
/// SecondaryHighAddress, SecondaryLowAddress (both are same mostly)
/// SecondaryAddressType
/// </summary>
/// <param name="postalAddress">Postal Address</param>
private void GetAddress2Fields(PostalAddress postalAddress)
{
if (StdAddress == null)
StdAddress = new StandardAddress();
Regex lregex = new Regex(@"(?:(?<addrtype>("+ Constants.AddressTypes + @"))?(?:(?:\s+|-)(?<doorno>\d+)))$");
Match lregexMatch = lregex.Match(postalAddress.AddressLine2);
if (lregexMatch.Success)
{
StdAddress.SecondaryAddressType = lregexMatch.Groups["addrtype"].Value;
StdAddress.SecondaryHighAddress = lregexMatch.Groups["doorno"].Value;
StdAddress.SecondaryLowAddress = lregexMatch.Groups["doorno"].Value;
}
}
/// <summary>
/// Get Zip Code and Zip+4
/// Zip 5 is Zip Code
/// Zip 4 is Zip4AddonHigh and Zip4AddonLow
/// </summary>
/// <param name="postalAddress">Postal Address</param>
private void GetZipFields(PostalAddress postalAddress)
{
if (StdAddress == null)
StdAddress = new StandardAddress();
StdAddress.ZipCode = postalAddress.Zip5;
StdAddress.Zip4AddonHigh = postalAddress.Zip4;
StdAddress.Zip4AddonLow = postalAddress.Zip4;
}
/// <summary>
/// Calculate Levenshtein Distance
/// </summary>
/// <param name="standardAddress">Standard Address</param>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
private void CalculateLevenshteinDistance(StandardAddress standardAddress, StandardAddress addressToBeStandardized)
{
standardAddress.LevenDistStreetNo = Helper.ComputeLevenshteinDistance(standardAddress.PrimaryHighAddress, addressToBeStandardized.PrimaryHighAddress);
standardAddress.LevenDistBuildingOrFirmName = Helper.ComputeLevenshteinDistance(standardAddress.BuildingOrFirmName, standardAddress.BuildingOrFirmName);
standardAddress.LevenDistStreetPreDirection = Helper.ComputeLevenshteinDistance(standardAddress.StreetPreDirection, addressToBeStandardized.StreetPreDirection);
standardAddress.LevenDistStreetName = Helper.ComputeLevenshteinDistance(standardAddress.StreetName, addressToBeStandardized.StreetName);
standardAddress.LevenDistStreetSuffix = Helper.ComputeLevenshteinDistance(standardAddress.StreetSuffix, addressToBeStandardized.StreetSuffix);
standardAddress.LevenDistStreetPostDirection = Helper.ComputeLevenshteinDistance(standardAddress.StreetPostDirection, addressToBeStandardized.StreetPostDirection);
standardAddress.LevenDistSecondaryAddrType = Helper.ComputeLevenshteinDistance(standardAddress.SecondaryAddressType, addressToBeStandardized.SecondaryAddressType);
standardAddress.LevenDistSecondaryHighAddress = Helper.ComputeLevenshteinDistance(standardAddress.SecondaryHighAddress, addressToBeStandardized.SecondaryHighAddress);
standardAddress.LevenDistSecondaryLowAddress = Helper.ComputeLevenshteinDistance(standardAddress.SecondaryLowAddress, addressToBeStandardized.SecondaryLowAddress);
standardAddress.LevenDistZipPlusfour = Helper.ComputeLevenshteinDistance(standardAddress.Zip4AddonHigh, addressToBeStandardized.Zip4AddonHigh);
}
/// <summary>
/// Match by State Code and Zip Code
/// </summary>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
/// <returns>State Zip Matches.</returns>
private Collection<StandardAddress> MatchesByStateAndZip(StandardAddress addressToBeStandardized)
{
// Select query to be used.
string lstrQuery = string.Empty;
// Get matches by State.
if (!string.IsNullOrEmpty(addressToBeStandardized.StateCode) && !string.IsNullOrEmpty(addressToBeStandardized.ZipCode))
lstrQuery = "select * from sgs_usps_file_address with(nolock) where state_code = '" + addressToBeStandardized.StateCode + "' and zipcode = '" + addressToBeStandardized.ZipCode + "'";
else if (!string.IsNullOrEmpty(addressToBeStandardized.ZipCode))
lstrQuery = "select * from sgs_usps_file_address with(nolock) where zipcode = '" + addressToBeStandardized.ZipCode + "'";
else if (!string.IsNullOrEmpty(addressToBeStandardized.StateCode))
lstrQuery = "select * from sgs_usps_file_address with(nolock) where state_code = '" + addressToBeStandardized.StateCode + "'";
else
return null;
DataSet ldsMatches = database.ExecuteSelect(lstrQuery);
return GetFileAddressFromDataSet(ldsMatches);
}
/// <summary>
/// Get Possible Matches Filtered on Field
/// </summary>
/// <param name="matchesFromDB">Matches from DB</param>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
/// <returns>Possible Matches</returns>
private Collection<StandardAddress> GetPossibleMatchFiltered(Collection<StandardAddress> levenshteinFiltered, StandardAddress addressToBeStandardized)
{
// Filter on Street Number
if (!string.IsNullOrEmpty(addressToBeStandardized.PrimaryHighAddress))
{
var minimumDistanceOnStreetNumber = levenshteinFiltered.Where(address => address.LevenDistStreetNo == levenshteinFiltered.Min(addr => addr.LevenDistStreetNo));
if (minimumDistanceOnStreetNumber != null && minimumDistanceOnStreetNumber.Count() > 0)
return new Collection<StandardAddress>(minimumDistanceOnStreetNumber.ToList<StandardAddress>());
}
// No Filter Matched; Return the original.
return levenshteinFiltered;
}
/// <summary>
/// Get File Address from DataSet
/// </summary>
/// <param name="adsFileAddresses">File Address DataSet</param>
/// <returns>Collection of File Addresses</returns>
private Collection<StandardAddress> GetFileAddressFromDataSet(DataSet adsFileAddresses)
{
Collection<StandardAddress> lFileAddresses = new Collection<StandardAddress>();
foreach (DataRow ldrRow in adsFileAddresses.Tables[0].Rows)
{
StandardAddress lFileAddress = new StandardAddress();
lFileAddress.UspsFileAddressId = ldrRow["usps_file_address_id"] != DBNull.Value ? Convert.ToInt32(ldrRow["usps_file_address_id"]) : 0;
lFileAddress.DetailCode = ldrRow["detail_code"] != DBNull.Value ? ldrRow["detail_code"].ToString() : string.Empty;
lFileAddress.ActionCode = ldrRow["action_code"] != DBNull.Value ? ldrRow["action_code"].ToString() : string.Empty;
lFileAddress.ZipCode = ldrRow["zipcode"] != DBNull.Value ? ldrRow["zipcode"].ToString() : string.Empty;
lFileAddress.UpdateKeyNumber = ldrRow["update_key_number"] != DBNull.Value ? ldrRow["update_key_number"].ToString() : string.Empty;
lFileAddress.RecordType = ldrRow["record_type"] != DBNull.Value ? ldrRow["record_type"].ToString() : string.Empty;
lFileAddress.CarrierRouteId = ldrRow["carrier_route_id"] != DBNull.Value ? ldrRow["carrier_route_id"].ToString() : string.Empty;
lFileAddress.StreetPreDirection = ldrRow["street_pre_direction"] != DBNull.Value ? ldrRow["street_pre_direction"].ToString() : string.Empty;
lFileAddress.StreetName = ldrRow["street_name"] != DBNull.Value ? ldrRow["street_name"].ToString() : string.Empty;
lFileAddress.StreetSuffix = ldrRow["street_suffix"] != DBNull.Value ? ldrRow["street_suffix"].ToString() : string.Empty;
lFileAddress.StreetPostDirection = ldrRow["street_post_direction"] != DBNull.Value ? ldrRow["street_post_direction"].ToString() : string.Empty;
lFileAddress.PrimaryLowAddress = ldrRow["primary_low_address"] != DBNull.Value ? ldrRow["primary_low_address"].ToString() : string.Empty;
lFileAddress.PrimaryHighAddress = ldrRow["primary_high_address"] != DBNull.Value ? ldrRow["primary_high_address"].ToString() : string.Empty;
lFileAddress.PrimaryOddEvenBothFlag = ldrRow["primary_odd_even_both_flag"] != DBNull.Value ? ldrRow["primary_odd_even_both_flag"].ToString() : string.Empty;
lFileAddress.BuildingOrFirmName = ldrRow["building_or_firm_name"] != DBNull.Value ? ldrRow["building_or_firm_name"].ToString() : string.Empty;
lFileAddress.SecondaryAddressType = ldrRow["secondary_address_type"] != DBNull.Value ? ldrRow["secondary_address_type"].ToString() : string.Empty;
lFileAddress.SecondaryLowAddress = ldrRow["secondary_low_address"] != DBNull.Value ? ldrRow["secondary_low_address"].ToString() : string.Empty;
lFileAddress.SecondaryHighAddress = ldrRow["secondary_high_address"] != DBNull.Value ? ldrRow["secondary_high_address"].ToString() : string.Empty;
lFileAddress.SecondaryOddEvenBothFlag = ldrRow["secondary_odd_even_both_flag"] != DBNull.Value ? ldrRow["secondary_odd_even_both_flag"].ToString() : string.Empty;
lFileAddress.Zip4AddonLow = ldrRow["zip4_addon_low"] != DBNull.Value ? ldrRow["zip4_addon_low"].ToString() : string.Empty;
lFileAddress.Zip4AddonHigh = ldrRow["zip4_addon_high"] != DBNull.Value ? ldrRow["zip4_addon_high"].ToString() : string.Empty;
lFileAddress.BaseAltFlag = ldrRow["base_alt_flag"] != DBNull.Value ? ldrRow["base_alt_flag"].ToString() : string.Empty;
lFileAddress.LACSStatusFlag = ldrRow["lacs_status_flag"] != DBNull.Value ? ldrRow["lacs_status_flag"].ToString() : string.Empty;
lFileAddress.GovtBuildingFlag = ldrRow["govt_building_flag"] != DBNull.Value ? ldrRow["govt_building_flag"].ToString() : string.Empty;
lFileAddress.USPSFinanceNumber = ldrRow["usps_financial_number"] != DBNull.Value ? ldrRow["usps_financial_number"].ToString() : string.Empty;
lFileAddress.StateCode = ldrRow["state_code"] != DBNull.Value ? ldrRow["state_code"].ToString() : string.Empty;
lFileAddress.CountyFIPSCode = ldrRow["county_fips_code"] != DBNull.Value ? ldrRow["county_fips_code"].ToString() : string.Empty;
lFileAddress.CongressionalDistrict = ldrRow["congressional_district"] != DBNull.Value ? ldrRow["congressional_district"].ToString() : string.Empty;
lFileAddress.MunicipalityKey = ldrRow["municipality_key"] != DBNull.Value ? ldrRow["municipality_key"].ToString() : string.Empty;
lFileAddress.PRUrbanizationKey = ldrRow["pr_urbanization_flag"] != DBNull.Value ? ldrRow["pr_urbanization_flag"].ToString() : string.Empty;
lFileAddress.CityStateKey = ldrRow["city_state_key"] != DBNull.Value ? ldrRow["city_state_key"].ToString() : string.Empty;
lFileAddresses.Add(lFileAddress);
}
return lFileAddresses;
}
/// <summary>
/// Get Exact Match
/// </summary>
/// <param name="matchesFromDB">Match From DB</param>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
/// <returns>Exact Match</returns>
private Collection<StandardAddress> GetExactMatch(Collection<StandardAddress> matchesFromDB, StandardAddress addressToBeStandardized)
{
// Account for Zip+4
if (!string.IsNullOrEmpty(addressToBeStandardized.Zip4AddonHigh))
{
var matches = matchesFromDB.Where
(addr => addr.LevenDistStreetNo == 0
&& addr.LevenDistStreetPreDirection == 0
&& addr.LevenDistStreetName == 0
&& addr.LevenDistStreetPostDirection == 0
&& addr.LevenDistStreetSuffix == 0
&& addr.LevenDistSecondaryAddrType == 0
&& addr.LevenDistSecondaryHighAddress == 0
&& addr.LevenDistSecondaryLowAddress == 0
&& addr.LevenDistZipPlusfour == 0);
if (matches != null && matches.Count() > 0)
return new Collection<StandardAddress>(matches.ToList<StandardAddress>());
else
return null;
}
else
{
var matches = matchesFromDB.Where
(addr => addr.LevenDistStreetNo == 0
&& addr.LevenDistStreetPreDirection == 0
&& addr.LevenDistStreetName == 0
&& addr.LevenDistStreetPostDirection == 0
&& addr.LevenDistStreetSuffix == 0
&& addr.LevenDistSecondaryAddrType == 0
&& addr.LevenDistSecondaryHighAddress == 0
&& addr.LevenDistSecondaryLowAddress == 0);
if (matches != null && matches.Count() > 0)
return new Collection<StandardAddress>(matches.ToList<StandardAddress>());
else
return null;
}
}
/// <summary>
/// Apply Levenshtein Distance to get the most probable matches.
/// </summary>
/// <param name="matchesFromDB">Matches from DB</param>
/// <param name="addressToBeStandardized">Address to be Standardized</param>
/// <returns>File Address Matches.</returns>
private Collection<StandardAddress> GetCorrectedAddresses(Collection<StandardAddress> matchesFromDB, StandardAddress addressToBeStandardized)
{
foreach (StandardAddress match in matchesFromDB)
CalculateLevenshteinDistance(match, addressToBeStandardized);
// Get exact match using Levenshtein Distance
Collection<StandardAddress> resultingAddress = GetExactMatch(matchesFromDB, addressToBeStandardized);
// Exact Match found.
if (resultingAddress != null)
return resultingAddress;
// Get Possible Matches
var leastLevenshteinDistantAddresses = matchesFromDB.Where
(address => address.LevenDistStreetNo <= Constants.MaxStreetNoTolerance
&& address.LevenDistStreetPreDirection <= Constants.MaxStreetPreDirectionTolerance
&& address.LevenDistStreetName <= Constants.MaxStreetNameTolerance
&& address.LevenDistStreetPostDirection <= Constants.MaxStreetPostDirectionTolerance
&& address.LevenDistStreetSuffix <= Constants.MaxStreetSuffixTolerance
&& address.LevenDistSecondaryAddrType <= Constants.MaxSecondaryAddrTypeTolerance
&& address.LevenDistSecondaryHighAddress <= Constants.MaxSecondaryHighAddrTolerance
&& address.LevenDistSecondaryLowAddress <= Constants.MaxSecondaryLowAddrTolerance);
if (leastLevenshteinDistantAddresses != null && leastLevenshteinDistantAddresses.Count() > 0)
{
return GetPossibleMatchFiltered(new Collection<StandardAddress>(leastLevenshteinDistantAddresses.ToList<StandardAddress>()), addressToBeStandardized);
}
else
return new Collection<StandardAddress>();
}
