add, lib: debug output, refactor similar transactions lookup
add --debug=1 shows the top hits for similar past transactions. added: Hledger.Cli.Utils.journalSimilarTransaction provides --debug=1 output changed: Hledger.Cli.Commands.Add.transactionsSimilarTo -> Hledger.Data.Journal.journalTransactionsSimilarTo now takes an extra number-of-results argument
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				| @ -67,6 +67,7 @@ module Hledger.Data.Journal ( | ||||
|   journalNextTransaction, | ||||
|   journalPrevTransaction, | ||||
|   journalPostings, | ||||
|   journalTransactionsSimilarTo, | ||||
|   -- journalPrices, | ||||
|   -- * Standard account types | ||||
|   journalBalanceSheetAccountQuery, | ||||
| @ -96,6 +97,7 @@ import "extra" Control.Monad.Extra (whenM) | ||||
| import Control.Monad.Reader as R | ||||
| import Control.Monad.ST (ST, runST) | ||||
| import Data.Array.ST (STArray, getElems, newListArray, writeArray) | ||||
| import Data.Char (toUpper) | ||||
| import Data.Default (Default(..)) | ||||
| import Data.Function ((&)) | ||||
| import qualified Data.HashTable.Class as H (toList) | ||||
| @ -125,6 +127,7 @@ import Hledger.Data.Transaction | ||||
| import Hledger.Data.TransactionModifier | ||||
| import Hledger.Data.Posting | ||||
| import Hledger.Query | ||||
| import Data.List (sortBy) | ||||
| 
 | ||||
| 
 | ||||
| -- try to make Journal ppShow-compatible | ||||
| @ -321,6 +324,55 @@ journalAccountNames = journalAccountNamesDeclaredOrImplied | ||||
| journalAccountNameTree :: Journal -> Tree AccountName | ||||
| journalAccountNameTree = accountNameTreeFrom . journalAccountNames | ||||
| 
 | ||||
| -- | Find up to N most similar and most recent transactions matching | ||||
| -- the given transaction description and query. Transactions are | ||||
| -- listed with their description's similarity score (see | ||||
| -- compareDescriptions), sorted by highest score and then by date. | ||||
| -- Only transactions with a similarity score greater than the minimum | ||||
| -- threshold (currently 0) are returned. | ||||
| journalTransactionsSimilarTo :: Journal -> Query -> Text -> Int -> [(Double,Transaction)] | ||||
| journalTransactionsSimilarTo j q desc n = | ||||
|   take n $ | ||||
|   sortBy (\(s1,t1) (s2,t2) -> compare (s2,tdate t2) (s1,tdate t1)) $ | ||||
|   filter ((> threshold).fst) | ||||
|   [(compareDescriptions desc $ tdescription t, t) | t <- ts] | ||||
|   where | ||||
|     ts = filter (q `matchesTransaction`) $ jtxns j | ||||
|     threshold = 0 | ||||
| 
 | ||||
| -- | Return a similarity measure, from 0 to 1, for two transaction | ||||
| -- descriptions.  This is like compareStrings, but first strips out | ||||
| -- any numbers, to improve accuracy eg when there are bank transaction | ||||
| -- ids from imported data. | ||||
| compareDescriptions :: Text -> Text -> Double | ||||
| compareDescriptions s t = compareStrings s' t' | ||||
|     where s' = simplify $ T.unpack s | ||||
|           t' = simplify $ T.unpack t | ||||
|           simplify = filter (not . (`elem` ("0123456789" :: String))) | ||||
| 
 | ||||
| -- | Return a similarity measure, from 0 to 1, for two strings.  This | ||||
| -- was based on Simon White's string similarity algorithm | ||||
| -- (http://www.catalysoft.com/articles/StrikeAMatch.html), later found | ||||
| -- to be https://en.wikipedia.org/wiki/S%C3%B8rensen%E2%80%93Dice_coefficient, | ||||
| -- modified to handle short strings better. | ||||
| -- Todo: check out http://nlp.fi.muni.cz/raslan/2008/raslan08.pdf#page=14 . | ||||
| compareStrings :: String -> String -> Double | ||||
| compareStrings "" "" = 1 | ||||
| compareStrings [_] "" = 0 | ||||
| compareStrings "" [_] = 0 | ||||
| compareStrings [a] [b] = if toUpper a == toUpper b then 1 else 0 | ||||
| compareStrings s1 s2 = 2 * commonpairs / totalpairs | ||||
|     where | ||||
|       pairs1      = S.fromList $ wordLetterPairs $ uppercase s1 | ||||
|       pairs2      = S.fromList $ wordLetterPairs $ uppercase s2 | ||||
|       commonpairs = fromIntegral $ S.size $ S.intersection pairs1 pairs2 | ||||
|       totalpairs  = fromIntegral $ S.size pairs1 + S.size pairs2 | ||||
| 
 | ||||
| wordLetterPairs = concatMap letterPairs . words | ||||
| 
 | ||||
| letterPairs (a:b:rest) = [a,b] : letterPairs (b:rest) | ||||
| letterPairs _ = [] | ||||
| 
 | ||||
| -- queries for standard account types | ||||
| 
 | ||||
| -- | Get a query for accounts of the specified types in this journal.  | ||||
|  | ||||
| @ -11,7 +11,6 @@ module Hledger.Cli.Commands.Add ( | ||||
|   ,add | ||||
|   ,appendToJournalFileOrStdout | ||||
|   ,journalAddTransaction | ||||
|   ,transactionsSimilarTo | ||||
| ) | ||||
| where | ||||
| 
 | ||||
| @ -26,7 +25,6 @@ import Data.Char (toUpper, toLower) | ||||
| import Data.Either (isRight) | ||||
| import Data.Functor.Identity (Identity(..)) | ||||
| import "base-compat-batteries" Data.List.Compat | ||||
| import qualified Data.Set as S | ||||
| import Data.Maybe (fromJust, fromMaybe, isJust) | ||||
| import Data.Text (Text) | ||||
| import qualified Data.Text as T | ||||
| @ -49,6 +47,7 @@ import Text.Printf | ||||
| import Hledger | ||||
| import Hledger.Cli.CliOptions | ||||
| import Hledger.Cli.Commands.Register (postingsReportAsText) | ||||
| import Hledger.Cli.Utils (journalSimilarTransaction) | ||||
| 
 | ||||
| 
 | ||||
| addmode = hledgerCommandMode | ||||
| @ -176,7 +175,7 @@ confirmedTransactionWizard prevInput es@EntryState{..} stack@(currentStage : _) | ||||
| 
 | ||||
|   EnterDescAndComment (date, code) -> descriptionAndCommentWizard prevInput es >>= \case | ||||
|     Just (desc, comment) -> do | ||||
|       let mbaset = similarTransaction es desc | ||||
|       let mbaset = journalSimilarTransaction esOpts esJournal desc | ||||
|           es' = es | ||||
|             { esArgs = drop 1 esArgs | ||||
|             , esPostings = [] | ||||
| @ -258,15 +257,6 @@ confirmedTransactionWizard prevInput es@EntryState{..} stack@(currentStage : _) | ||||
|   where | ||||
|     replaceNthOrAppend n newElem xs = take n xs ++ [newElem] ++ drop (n + 1) xs | ||||
| 
 | ||||
| -- Identify the closest recent match for this description in past transactions. | ||||
| similarTransaction :: EntryState -> Text -> Maybe Transaction | ||||
| similarTransaction EntryState{..} desc = | ||||
|   let q = queryFromFlags . rsOpts $ reportspec_ esOpts | ||||
|       historymatches = transactionsSimilarTo esJournal q desc | ||||
|       bestmatch | null historymatches = Nothing | ||||
|                 | otherwise           = Just $ snd $ head historymatches | ||||
|   in bestmatch | ||||
| 
 | ||||
| dateAndCodeWizard PrevInput{..} EntryState{..} = do | ||||
|   let def = headDef (T.unpack $ showDate esDefDate) esArgs | ||||
|   retryMsg "A valid hledger smart date is required. Eg: 2014/2/14, 14, yesterday." $ | ||||
| @ -482,49 +472,3 @@ registerFromString s = do | ||||
| capitalize :: String -> String | ||||
| capitalize "" = "" | ||||
| capitalize (c:cs) = toUpper c : cs | ||||
| 
 | ||||
| -- | Find the most similar and recent transactions matching the given | ||||
| -- transaction description and report query.  Transactions are listed | ||||
| -- with their "relevancy" score, most relevant first. | ||||
| transactionsSimilarTo :: Journal -> Query -> Text -> [(Double,Transaction)] | ||||
| transactionsSimilarTo j q desc = | ||||
|     sortBy compareRelevanceAndRecency | ||||
|                $ filter ((> threshold).fst) | ||||
|                [(compareDescriptions desc $ tdescription t, t) | t <- ts] | ||||
|     where | ||||
|       compareRelevanceAndRecency (n1,t1) (n2,t2) = compare (n2,tdate t2) (n1,tdate t1) | ||||
|       ts = filter (q `matchesTransaction`) $ jtxns j | ||||
|       threshold = 0 | ||||
| 
 | ||||
| -- | Return a similarity measure, from 0 to 1, for two transaction | ||||
| -- descriptions.  This is like compareStrings, but first strips out | ||||
| -- any numbers, to improve accuracy eg when there are bank transaction | ||||
| -- ids from imported data. | ||||
| compareDescriptions :: Text -> Text -> Double | ||||
| compareDescriptions s t = compareStrings s' t' | ||||
|     where s' = simplify $ T.unpack s | ||||
|           t' = simplify $ T.unpack t | ||||
|           simplify = filter (not . (`elem` ("0123456789" :: String))) | ||||
| 
 | ||||
| -- | Return a similarity measure, from 0 to 1, for two strings.  This | ||||
| -- was based on Simon White's string similarity algorithm | ||||
| -- (http://www.catalysoft.com/articles/StrikeAMatch.html), later found | ||||
| -- to be https://en.wikipedia.org/wiki/S%C3%B8rensen%E2%80%93Dice_coefficient, | ||||
| -- modified to handle short strings better. | ||||
| -- Todo: check out http://nlp.fi.muni.cz/raslan/2008/raslan08.pdf#page=14 . | ||||
| compareStrings :: String -> String -> Double | ||||
| compareStrings "" "" = 1 | ||||
| compareStrings [_] "" = 0 | ||||
| compareStrings "" [_] = 0 | ||||
| compareStrings [a] [b] = if toUpper a == toUpper b then 1 else 0 | ||||
| compareStrings s1 s2 = 2 * commonpairs / totalpairs | ||||
|     where | ||||
|       pairs1      = S.fromList $ wordLetterPairs $ uppercase s1 | ||||
|       pairs2      = S.fromList $ wordLetterPairs $ uppercase s2 | ||||
|       commonpairs = fromIntegral $ S.size $ S.intersection pairs1 pairs2 | ||||
|       totalpairs  = fromIntegral $ S.size pairs1 + S.size pairs2 | ||||
| 
 | ||||
| wordLetterPairs = concatMap letterPairs . words | ||||
| 
 | ||||
| letterPairs (a:b:rest) = [a,b] : letterPairs (b:rest) | ||||
| letterPairs _ = [] | ||||
|  | ||||
| @ -32,7 +32,6 @@ import Hledger.Read.CsvReader (CSV, printCSV) | ||||
| import Hledger | ||||
| import Hledger.Cli.CliOptions | ||||
| import Hledger.Cli.Utils | ||||
| import Hledger.Cli.Commands.Add ( transactionsSimilarTo ) | ||||
| 
 | ||||
| 
 | ||||
| printmode = hledgerCommandMode | ||||
| @ -194,16 +193,7 @@ postingToCSV p = | ||||
| -- | Print the transaction most closely and recently matching a description | ||||
| -- (and the query, if any). | ||||
| printMatch :: CliOpts -> Journal -> Text -> IO () | ||||
| printMatch CliOpts{reportspec_=rspec} j desc = do | ||||
|   case similarTransaction' j (rsQuery rspec) desc of | ||||
| printMatch opts j desc = do | ||||
|   case journalSimilarTransaction opts j desc of | ||||
|     Nothing -> putStrLn "no matches found." | ||||
|     Just t  -> T.putStr $ showTransaction t | ||||
| 
 | ||||
|   where | ||||
|     -- Identify the closest recent match for this description in past transactions. | ||||
|     similarTransaction' :: Journal -> Query -> Text -> Maybe Transaction | ||||
|     similarTransaction' j q desc | ||||
|       | null historymatches = Nothing | ||||
|       | otherwise           = Just $ snd $ head historymatches | ||||
|       where | ||||
|         historymatches = transactionsSimilarTo j q desc | ||||
|  | ||||
| @ -26,6 +26,7 @@ module Hledger.Cli.Utils | ||||
|      pivotByOpts, | ||||
|      anonymiseByOpts, | ||||
|      utcTimeToClockTime, | ||||
|      journalSimilarTransaction, | ||||
|      tests_Cli_Utils, | ||||
|     ) | ||||
| where | ||||
| @ -38,7 +39,7 @@ import qualified Data.Text.IO as T | ||||
| import qualified Data.Text.Lazy as TL | ||||
| import qualified Data.Text.Lazy.IO as TL | ||||
| import Data.Time (UTCTime, Day, addDays) | ||||
| import Safe (readMay) | ||||
| import Safe (readMay, headMay) | ||||
| import System.Console.CmdArgs | ||||
| import System.Directory (getModificationTime, getDirectoryContents, copyFile, doesFileExist) | ||||
| import System.Exit | ||||
| @ -302,6 +303,17 @@ backupNumber f g = case g =~ ("^" ++ f ++ "\\.([0-9]+)$") of | ||||
|                         (_::FilePath, _::FilePath, _::FilePath, [ext::FilePath]) -> readMay ext | ||||
|                         _ -> Nothing | ||||
| 
 | ||||
| -- Identify the closest recent match for this description in past transactions. | ||||
| -- If the options specify a query, only matched transactions are considered. | ||||
| journalSimilarTransaction :: CliOpts -> Journal -> T.Text -> Maybe Transaction | ||||
| journalSimilarTransaction cliopts j desc = mbestmatch | ||||
|   where | ||||
|     mbestmatch = snd <$> headMay bestmatches | ||||
|     bestmatches = | ||||
|       dbg1With (unlines . ("similar transactions:":) . map (\(score,Transaction{..}) -> printf "%0.3f %s %s" score (show tdate) tdescription)) $ | ||||
|       journalTransactionsSimilarTo j q desc 10 | ||||
|     q = queryFromFlags $ rsOpts $ reportspec_ cliopts | ||||
| 
 | ||||
| tests_Cli_Utils = tests "Utils" [ | ||||
| 
 | ||||
|   --  tests "journalApplyValue" [ | ||||
|  | ||||
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