Refactoring.

pull/1/head
Abhinav Sarkar 2015-12-29 15:19:17 +05:30
parent bcd210e7a5
commit ad14698ab0
6 changed files with 141 additions and 146 deletions

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@ -41,7 +41,7 @@ executable ringo
bytestring >=0.10 && <0.11, bytestring >=0.10 && <0.11,
containers >=0.5 && <0.6, containers >=0.5 && <0.6,
optparse-applicative >=0.11 && <0.12, optparse-applicative >=0.11 && <0.12,
yaml >=0.8 && <0.9, yaml >=0.8.11 && <0.9,
vector >=0.10 && <0.11, vector >=0.10 && <0.11,
directory >=1.2 && <1.3, directory >=1.2 && <1.3,
filepath >=1.3 && <1.5, filepath >=1.3 && <1.5,

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@ -31,7 +31,7 @@ extractFactTable fact = do
columns = concatFor (factColumns fact) $ \col -> case col of columns = concatFor (factColumns fact) $ \col -> case col of
DimTime cName -> DimTime cName ->
[ Column (timeUnitColumnName dimIdColName cName settingTimeUnit) "bigint" NotNull ] [ Column (timeUnitColumnName dimIdColName cName settingTimeUnit) "bigint" NotNull ]
NoDimId cName -> [ fromJust . findColumn cName . tableColumns $ table] NoDimId cName -> [ fromJust . findColumn cName . tableColumns $ table] -- TODO should be not null
FactCount _ cName -> [ Column cName countColType NotNull ] FactCount _ cName -> [ Column cName countColType NotNull ]
FactSum scName cName -> [ Column cName (sourceColumnType scName) NotNull ] FactSum scName cName -> [ Column cName (sourceColumnType scName) NotNull ]
FactAverage scName cName -> FactAverage scName cName ->
@ -41,13 +41,13 @@ extractFactTable fact = do
FactCountDistinct _ cName -> [ Column cName "json" NotNull ] FactCountDistinct _ cName -> [ Column cName "json" NotNull ]
_ -> [] _ -> []
fkCols = for allDims $ \(_, Table {..}) -> fkColumns = for allDims $ \(_, Table {..}) ->
let colName = factDimFKIdColumnName settingDimPrefix dimIdColName tableName let colName = factDimFKIdColumnName settingDimPrefix dimIdColName tableName
colType = idColTypeToFKIdColType settingDimTableIdColumnType colType = idColTypeToFKIdColType settingDimTableIdColumnType
in Column colName colType NotNull in Column colName colType NotNull
ukColNames = ukColNames =
(++ map columnName fkCols) (++ map columnName fkColumns)
. forMaybe (factColumns fact) $ \col -> case col of . forMaybe (factColumns fact) $ \col -> case col of
DimTime cName -> Just (timeUnitColumnName dimIdColName cName settingTimeUnit) DimTime cName -> Just (timeUnitColumnName dimIdColName cName settingTimeUnit)
NoDimId cName -> Just cName NoDimId cName -> Just cName
@ -56,7 +56,7 @@ extractFactTable fact = do
return Table return Table
{ tableName = { tableName =
extractedFactTableName settingFactPrefix settingFactInfix (factName fact) settingTimeUnit extractedFactTableName settingFactPrefix settingFactInfix (factName fact) settingTimeUnit
, tableColumns = columns ++ fkCols , tableColumns = columns ++ fkColumns
, tableConstraints = [ UniqueKey ukColNames ] , tableConstraints = [ UniqueKey ukColNames ]
} }

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@ -80,6 +80,4 @@ extractAllDimensionTables fact = do
parentDims <- concat <$> mapM extract (factParentNames fact) parentDims <- concat <$> mapM extract (factParentNames fact)
return . nubBy ((==) `on` snd) $ myDims ++ parentDims return . nubBy ((==) `on` snd) $ myDims ++ parentDims
where where
extract fName = do extract fName = asks envFacts >>= extractAllDimensionTables . fromJust . findFact fName
facts <- asks envFacts
extractAllDimensionTables . fromJust . findFact fName $ facts

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@ -15,7 +15,7 @@ import Control.Applicative ((<$>))
import Control.Monad.Reader (Reader, asks) import Control.Monad.Reader (Reader, asks)
import Data.List (nub, find) import Data.List (nub, find)
import Data.Maybe (fromJust, fromMaybe, mapMaybe) import Data.Maybe (fromJust, fromMaybe, mapMaybe, listToMaybe)
import Data.Monoid ((<>)) import Data.Monoid ((<>))
import Data.Text (Text) import Data.Text (Text)
@ -23,13 +23,12 @@ import Ringo.Extractor.Internal
import Ringo.Types import Ringo.Types
import Ringo.Utils import Ringo.Utils
nullableDefnSQL :: Nullable -> Text
nullableDefnSQL Null = "NULL"
nullableDefnSQL NotNull = "NOT NULL"
columnDefnSQL :: Column -> Text columnDefnSQL :: Column -> Text
columnDefnSQL Column {..} = columnDefnSQL Column {..} =
columnName <> " " <> columnType <> " " <> nullableDefnSQL columnNullable columnName <> " " <> columnType <> " " <> nullableDefnSQL columnNullable
where
nullableDefnSQL Null = "NULL"
nullableDefnSQL NotNull = "NOT NULL"
joinColumnNames :: [ColumnName] -> Text joinColumnNames :: [ColumnName] -> Text
joinColumnNames = Text.intercalate ",\n" joinColumnNames = Text.intercalate ",\n"
@ -37,8 +36,15 @@ joinColumnNames = Text.intercalate ",\n"
fullColName :: TableName -> ColumnName -> ColumnName fullColName :: TableName -> ColumnName -> ColumnName
fullColName tName cName = tName <> "." <> cName fullColName tName cName = tName <> "." <> cName
constraintDefnSQL :: Table -> TableConstraint -> [Text] tableDefnSQL :: Table -> [Text]
constraintDefnSQL Table {..} constraint = tableDefnSQL Table {..} =
tableSQL : concatMap constraintDefnSQL tableConstraints
where
tableSQL = "CREATE TABLE " <> tableName <> " (\n"
<> (joinColumnNames . map columnDefnSQL $ tableColumns)
<> "\n)"
constraintDefnSQL constraint =
let alterTableSQL = "ALTER TABLE ONLY " <> tableName <> " ADD " let alterTableSQL = "ALTER TABLE ONLY " <> tableName <> " ADD "
in case constraint of in case constraint of
PrimaryKey cName -> [ alterTableSQL <> "PRIMARY KEY (" <> cName <> ")" ] PrimaryKey cName -> [ alterTableSQL <> "PRIMARY KEY (" <> cName <> ")" ]
@ -47,13 +53,6 @@ constraintDefnSQL Table {..} constraint =
<> oTableName <> " (" <> joinColumnNames (map snd cNamePairs) <> ")" ] <> oTableName <> " (" <> joinColumnNames (map snd cNamePairs) <> ")" ]
UniqueKey cNames -> ["CREATE UNIQUE INDEX ON " <> tableName <> " (" <> joinColumnNames cNames <> ")"] UniqueKey cNames -> ["CREATE UNIQUE INDEX ON " <> tableName <> " (" <> joinColumnNames cNames <> ")"]
tableDefnSQL :: Table -> [Text]
tableDefnSQL table@Table {..} =
tableSQL : concatMap (constraintDefnSQL table) tableConstraints
where
tableSQL = "CREATE TABLE " <> tableName <> " (\n"
<> (joinColumnNames . map columnDefnSQL $ tableColumns)
<> "\n)"
factTableDefnSQL :: Fact -> Table -> Reader Env [Text] factTableDefnSQL :: Fact -> Table -> Reader Env [Text]
factTableDefnSQL fact table = do factTableDefnSQL fact table = do
@ -100,14 +99,11 @@ dimensionTablePopulateSQL popMode fact dimTableName = do
defaults <- asks envTypeDefaults defaults <- asks envTypeDefaults
let factTable = fromJust $ findTable (factTableName fact) tables let factTable = fromJust $ findTable (factTableName fact) tables
colMapping = dimColumnMapping dimPrefix fact dimTableName colMapping = dimColumnMapping dimPrefix fact dimTableName
baseSelectC = "SELECT DISTINCT\n" selectCols = [ coalesceColumn defaults (factTableName fact) col <> " AS " <> cName
<> joinColumnNames | (_, cName) <- colMapping
(map (\(_, cName) -> , let col = fromJust . findColumn cName $ tableColumns factTable ]
let col = fromJust . findColumn cName $ tableColumns factTable baseSelectC = "SELECT DISTINCT\n" <> joinColumnNames selectCols
in coalesceColumn defaults (factTableName fact) col <> " AS " <> cName) <> "\nFROM " <> factTableName fact
colMapping)
<> "\n"
<> "FROM " <> factTableName fact
insertC selectC = "INSERT INTO " <> dimTableName insertC selectC = "INSERT INTO " <> dimTableName
<> " (\n" <> joinColumnNames (map fst colMapping) <> "\n) " <> " (\n" <> joinColumnNames (map fst colMapping) <> "\n) "
<> "SELECT x.* FROM (\n" <> selectC <> ") x" <> "SELECT x.* FROM (\n" <> selectC <> ") x"
@ -122,7 +118,7 @@ dimensionTablePopulateSQL popMode fact dimTableName = do
<> "\n)") <> "\n)")
<> "\nLEFT JOIN " <> dimTableName <> " ON\n" <> "\nLEFT JOIN " <> dimTableName <> " ON\n"
<> Text.intercalate " \nAND " <> Text.intercalate " \nAND "
[ fullColName dimTableName c1 <> " IS NOT DISTINCT FROM " <> fullColName "x" c2 [ fullColName dimTableName c1 <> " IS NOT DISTINCT FROM " <> fullColName "x" c2 -- TODO can be replaced with = ?
| (c1, c2) <- colMapping ] | (c1, c2) <- colMapping ]
<> "\nWHERE " <> Text.intercalate " \nAND " <> "\nWHERE " <> Text.intercalate " \nAND "
[ fullColName dimTableName c <> " IS NULL" | (c, _) <- colMapping ] [ fullColName dimTableName c <> " IS NULL" | (c, _) <- colMapping ]
@ -135,6 +131,58 @@ data FactTablePopulateSelectSQL = FactTablePopulateSelectSQL
, ftpsGroupByCols :: ![Text] , ftpsGroupByCols :: ![Text]
} deriving (Show, Eq) } deriving (Show, Eq)
factTableUpdateSQL :: Fact -> Text -> FactTablePopulateSelectSQL -> Reader Env [Text]
factTableUpdateSQL fact groupByColPrefix populateSelectSQL@FactTablePopulateSelectSQL {..} = do
Settings {..} <- asks envSettings
tables <- asks envTables
let countDistinctCols = [ col | col@(FactCountDistinct _ _) <- factColumns fact]
fTableName = factTableName fact
fTable = fromJust . findTable fTableName $ tables
tablePKColName = head [ cName | PrimaryKey cName <- tableConstraints fTable ]
extFactTableName =
extractedFactTableName settingFactPrefix settingFactInfix (factName fact) settingTimeUnit
return $ for countDistinctCols $ \(FactCountDistinct scName cName) ->
let unqCol = fullColName fTableName (fromMaybe tablePKColName scName) <> "::text"
bucketSelectCols =
[ ( "hashtext(" <> unqCol <> ") & "
<> Text.pack (show $ bucketCount settingFactCountDistinctErrorRate - 1)
, cName <> "_bnum"
)
, ( "31 - floor(log(2, min(hashtext(" <> unqCol <> ") & ~(1 << 31))))::int"
, cName <> "_bhash"
)
]
selectSQL = toSelectSQL $
populateSelectSQL
{ ftpsSelectCols = filter ((`elem` ftpsGroupByCols) . snd) ftpsSelectCols ++ bucketSelectCols
, ftpsGroupByCols = ftpsGroupByCols ++ [ cName <> "_bnum" ]
, ftpsWhereClauses = ftpsWhereClauses ++ [ unqCol <> " IS NOT NULL" ]
}
aggSelectClause =
"json_object_agg(" <> cName <> "_bnum, " <> cName <> "_bhash) AS " <> cName
in "UPDATE " <> extFactTableName
<> "\nSET " <> cName <> " = " <> fullColName "xyz" cName
<> "\nFROM ("
<> "\nSELECT " <> joinColumnNames (ftpsGroupByCols ++ [aggSelectClause])
<> "\nFROM (\n" <> selectSQL <> "\n) zyx"
<> "\nGROUP BY \n" <> joinColumnNames ftpsGroupByCols
<> "\n) xyz"
<> "\n WHERE\n"
<> Text.intercalate "\nAND "
[ fullColName extFactTableName .fromJust . Text.stripPrefix groupByColPrefix $ col
<> " = " <> fullColName "xyz" col
| col <- ftpsGroupByCols ]
where
bucketCount :: Double -> Integer
bucketCount errorRate =
let power :: Double = fromIntegral (ceiling . logBase 2 $ (1.04 / errorRate) ** 2 :: Integer)
in ceiling $ 2 ** power
factTablePopulateSQL :: TablePopulationMode -> Fact -> Reader Env [Text] factTablePopulateSQL :: TablePopulationMode -> Fact -> Reader Env [Text]
factTablePopulateSQL popMode fact = do factTablePopulateSQL popMode fact = do
Settings {..} <- asks envSettings Settings {..} <- asks envSettings
@ -144,7 +192,6 @@ factTablePopulateSQL popMode fact = do
let fTableName = factTableName fact let fTableName = factTableName fact
fTable = fromJust . findTable fTableName $ tables fTable = fromJust . findTable fTableName $ tables
dimIdColName = settingDimTableIdColumnName dimIdColName = settingDimTableIdColumnName
tablePKColName = head [ cName | PrimaryKey cName <- tableConstraints fTable ]
timeUnitColumnInsertSQL cName = timeUnitColumnInsertSQL cName =
let colName = timeUnitColumnName dimIdColName cName settingTimeUnit let colName = timeUnitColumnName dimIdColName cName settingTimeUnit
@ -176,29 +223,27 @@ factTablePopulateSQL popMode fact = do
FactCountDistinct _ cName -> [ (cName, "'{}'::json", False)] FactCountDistinct _ cName -> [ (cName, "'{}'::json", False)]
_ -> [] _ -> []
dimColMap = for allDims $ \(dimFact, factTable@Table {tableName}) -> dimColMap = for allDims $ \(dimFact, factTable@Table {tableName}) -> let
let colName = factDimFKIdColumnName settingDimPrefix dimIdColName tableName dimFKIdColName = factDimFKIdColumnName settingDimPrefix dimIdColName tableName
col = fromJust . findColumn colName $ tableColumns factSourceTable
factSourceTableName = factTableName dimFact factSourceTableName = factTableName dimFact
factSourceTable = fromJust . findTable factSourceTableName $ tables factSourceTable = fromJust . findTable factSourceTableName $ tables
insertSQL = if factTable `elem` tables -- existing dimension table dimFKIdColumn = fromJust . findColumn dimFKIdColName $ tableColumns factSourceTable
then (if columnNullable col == Null then coalesceFKId else id)
$ fullColName factSourceTableName colName
else let
dimLookupWhereClauses = dimLookupWhereClauses =
[ fullColName tableName c1 <> " = " <> coalesceColumn defaults factSourceTableName col2 [ fullColName tableName dimColName <> " = " <> coalesceColumn defaults factSourceTableName sourceCol
| (c1, c2) <- dimColumnMapping settingDimPrefix dimFact tableName | (dimColName, sourceColName) <- dimColumnMapping settingDimPrefix dimFact tableName
, let col2 = fromJust . findColumn c2 $ tableColumns factSourceTable ] , let sourceCol = fromJust . findColumn sourceColName $ tableColumns factSourceTable ]
in "SELECT " <> dimIdColName <> " FROM " <> tableName <> "\nWHERE " insertSQL = if factTable `elem` tables -- existing dimension table
then (if columnNullable dimFKIdColumn == Null then coalesceFKId else id)
$ fullColName factSourceTableName dimFKIdColName
else "SELECT " <> dimIdColName <> " FROM " <> tableName <> "\nWHERE "
<> Text.intercalate "\n AND " dimLookupWhereClauses <> Text.intercalate "\n AND " dimLookupWhereClauses
insertSQL' = if factSourceTableName == fTableName insertSQL' = if factSourceTableName == fTableName
then insertSQL then insertSQL
else coalesceFKId insertSQL else coalesceFKId insertSQL -- TODO always coalesce
in (dimFKIdColName, insertSQL', True)
in (colName, insertSQL', True) colMap = [ (cName, (sql, groupByColPrefix <> cName), addToGroupBy)
| (cName, sql, addToGroupBy) <- factColMap ++ dimColMap ]
colMap = [ (cName, (sql, groupByColPrefix <> cName), addAs)
| (cName, sql, addAs) <- factColMap ++ dimColMap ]
joinClauses = joinClauses =
mapMaybe (\tName -> (\p -> "LEFT JOIN " <> tName <> "\nON "<> p) <$> joinClausePreds fTable tName) mapMaybe (\tName -> (\p -> "LEFT JOIN " <> tName <> "\nON "<> p) <$> joinClausePreds fTable tName)
@ -211,7 +256,7 @@ factTablePopulateSQL popMode fact = do
extFactTableName = extFactTableName =
extractedFactTableName settingFactPrefix settingFactInfix (factName fact) settingTimeUnit extractedFactTableName settingFactPrefix settingFactInfix (factName fact) settingTimeUnit
insertIntoSelectSQL = populateSelectSQL =
FactTablePopulateSelectSQL FactTablePopulateSelectSQL
{ ftpsSelectCols = map snd3 colMap { ftpsSelectCols = map snd3 colMap
, ftpsSelectTable = fTableName , ftpsSelectTable = fTableName
@ -222,66 +267,28 @@ factTablePopulateSQL popMode fact = do
, ftpsGroupByCols = map ((groupByColPrefix <>) . fst3) . filter thd3 $ colMap , ftpsGroupByCols = map ((groupByColPrefix <>) . fst3) . filter thd3 $ colMap
} }
insertIntoInsertSQL = "INSERT INTO " <> extFactTableName insertIntoSQL = "INSERT INTO " <> extFactTableName
<> " (\n" <> Text.intercalate ",\n " (map fst3 colMap) <> "\n)" <> " (\n" <> Text.intercalate ",\n " (map fst3 colMap) <> "\n)\n"
<> toSelectSQL populateSelectSQL
countDistinctCols = [ col | col@(FactCountDistinct _ _) <- factColumns fact] updateSQLs <- factTableUpdateSQL fact groupByColPrefix populateSelectSQL
updateSQLs = return $ insertIntoSQL : updateSQLs
let origGroupByCols = ftpsGroupByCols insertIntoSelectSQL
origSelectCols = ftpsSelectCols insertIntoSelectSQL
in for countDistinctCols $ \(FactCountDistinct scName cName) ->
let unqCol = fullColName fTableName (fromMaybe tablePKColName scName) <> "::text"
bucketSelectCols =
[ ( "hashtext(" <> unqCol <> ") & "
<> Text.pack (show $ bucketCount settingFactCountDistinctErrorRate - 1)
, cName <> "_bnum")
, ( "31 - floor(log(2, min(hashtext(" <> unqCol <> ") & ~(1 << 31))))::int"
, cName <> "_bhash"
)
]
selectSQL = toSelectSQL $
insertIntoSelectSQL
{ ftpsSelectCols = filter ((`elem` origGroupByCols) . snd) origSelectCols ++ bucketSelectCols
, ftpsGroupByCols = origGroupByCols ++ [cName <> "_bnum"]
, ftpsWhereClauses = ftpsWhereClauses insertIntoSelectSQL ++ [ unqCol <> " IS NOT NULL" ]
}
aggSelectClause =
"json_object_agg(" <> cName <> "_bnum, " <> cName <> "_bhash) AS " <> cName
in "UPDATE " <> extFactTableName
<> "\nSET " <> cName <> " = " <> fullColName "xyz" cName
<> "\nFROM ("
<> "\nSELECT " <> joinColumnNames (origGroupByCols ++ [aggSelectClause])
<> "\nFROM (\n" <> selectSQL <> "\n) zyx"
<> "\nGROUP BY \n" <> joinColumnNames origGroupByCols
<> "\n) xyz"
<> "\n WHERE\n"
<> Text.intercalate "\nAND "
[ fullColName extFactTableName .fromJust . Text.stripPrefix groupByColPrefix $ col
<> " = " <> fullColName "xyz" col
| col <- origGroupByCols ]
return $ insertIntoInsertSQL <> "\n" <> toSelectSQL insertIntoSelectSQL :
if null countDistinctCols then [] else updateSQLs
where where
groupByColPrefix = "xxff_" groupByColPrefix = "xxff_"
joinClausePreds table oTableName = joinClausePreds table oTableName =
fmap (\(ForeignKey _ colPairs) ->
Text.intercalate " AND " Text.intercalate " AND "
. map (\(c1, c2) -> fullColName (tableName table) c1 <> " = " <> fullColName oTableName c2) . map (\(c1, c2) -> fullColName (tableName table) c1 <> " = " <> fullColName oTableName c2)
$ colPairs ) <$> listToMaybe [ colPairs | ForeignKey tName colPairs <- tableConstraints table
. find (\cons -> case cons of , tName == oTableName ]
ForeignKey tName _ -> tName == oTableName
_ -> False)
. tableConstraints
$ table
coalesceFKId col =
if "coalesce" `Text.isPrefixOf` col
then col
else "coalesce((" <> col <> "), -1)"
toSelectSQL :: FactTablePopulateSelectSQL -> Text
toSelectSQL FactTablePopulateSelectSQL {..} = toSelectSQL FactTablePopulateSelectSQL {..} =
"SELECT \n" <> joinColumnNames (map (uncurry asName) ftpsSelectCols) "SELECT \n" <> joinColumnNames (map (uncurry asName) ftpsSelectCols)
<> "\nFROM " <> ftpsSelectTable <> "\nFROM " <> ftpsSelectTable
@ -296,13 +303,3 @@ factTablePopulateSQL popMode fact = do
where where
asName sql alias = "(" <> sql <> ")" <> " as " <> alias asName sql alias = "(" <> sql <> ")" <> " as " <> alias
coalesceFKId col =
if "coalesce" `Text.isPrefixOf` col
then col
else "coalesce((" <> col <> "), -1)"
bucketCount :: Double -> Integer
bucketCount errorRate =
let power :: Double = fromIntegral (ceiling . logBase 2 $ (1.04 / errorRate) ** 2 :: Integer)
in ceiling $ 2 ** power

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@ -29,7 +29,7 @@ validateTable table = do
let constVs = concatMap (checkConstraint tables) . tableConstraints $ table let constVs = concatMap (checkConstraint tables) . tableConstraints $ table
typeDefaultVs = [ MissingTypeDefault cType typeDefaultVs = [ MissingTypeDefault cType
| Column _ cType _ <- tableColumns table | Column _ cType _ <- tableColumns table
, null . filter (`Text.isPrefixOf` cType) $ defaults] , null . filter (`Text.isPrefixOf` cType) $ defaults] -- TODO only dimval columns need this check
return $ constVs ++ typeDefaultVs return $ constVs ++ typeDefaultVs
where where
checkConstraint _ (PrimaryKey colName) = checkTableForCol table colName checkConstraint _ (PrimaryKey colName) = checkTableForCol table colName