Created
November 29, 2013 15:34
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standardize_name <- function(string) { | |
capped <- grep("^[^A-Z]*$", string, perl = TRUE) | |
substr(string[capped], 1, 1) <- toupper(substr(string[capped], 1, 1)) | |
string <- gsub('_',' ',string, fixed=TRUE) | |
return(string) | |
} | |
GenerateCube <- function(TableName,TableSchema,PrimaryKey,TimeTableName,TimeTableSchema,Destination) { | |
library(sqldf) | |
options(sqldf.RPostgreSQL.user = "usr", | |
sqldf.RPostgreSQL.password = "pwd, | |
sqldf.RPostgreSQL.dbname = "db", | |
sqldf.RPostgreSQL.host = "host", | |
sqldf.RPostgreSQL.port = 5432) | |
TableDesign <- sqldf(paste0("select column_name, data_type, ordinal_position from information_schema.columns where table_name = '",TableName,"' and table_schema='",TableSchema,"'"),drv='PostgreSQL') | |
VariablesCharacter <- TableDesign[TableDesign$data_type %in% c('text','character varying','smallint','integer'),1] | |
VariablesCharacterNames <- standardize_name(VariablesCharacter) | |
VariablesNumeric <- sort(TableDesign[TableDesign$data_type %in% c('numeric','integer','smallint','bigint'),1]) | |
VariablesDate <- TableDesign[TableDesign$data_type %in% c('date'),1] | |
VariablesDateNames <- standardize_name(VariablesDate) | |
Aggregations <- c('sum','count','min','max','avg','distinct-count') | |
AggregationsNames <- c('Sum','Cnt','Min','Max','Avg','Dcnt') | |
DimensionsDate <- paste0( | |
'<Dimension type="TimeDimension" visible="true" foreignKey="',VariablesDate,'" highCardinality="false" name="',VariablesDateNames,'"> | |
<Hierarchy name="Time Hierarchy" visible="true" hasAll="true" primaryKey="time_date"> | |
<Table name="',TimeTableName,'" schema="',TimeTableSchema,'"> | |
</Table> | |
<Level name="Year" visible="true" column="year_number" ordinalColumn="year_number" type="Integer" internalType="int" uniqueMembers="false" levelType="TimeYears" hideMemberIf="Never"> | |
</Level> | |
<Level name="Quarter" visible="true" column="quarter_number" ordinalColumn="quarter_number" type="Integer" uniqueMembers="false" levelType="TimeQuarters" hideMemberIf="Never"> | |
</Level> | |
<Level name="Month" visible="true" column="month_number" ordinalColumn="month_number" type="Integer" uniqueMembers="false" levelType="TimeMonths" hideMemberIf="Never"> | |
</Level> | |
</Hierarchy> | |
</Dimension>',collapse='\n') | |
DimensionsVarchar <- | |
paste( | |
'<Dimension type="StandardDimension" visible="true" foreignKey="',PrimaryKey,'" highCardinality="false" name="',VariablesCharacterNames,'"> | |
<Hierarchy name="',VariablesCharacterNames,'" visible="true" hasAll="true" primaryKey="',PrimaryKey,'"> | |
<Table name="',TableName,'" schema="',TableSchema,'"> | |
</Table> | |
<Level name="',VariablesCharacterNames,'" visible="true" column="',VariablesCharacter,'" type="String" uniqueMembers="false" levelType="Regular" hideMemberIf="Never"> | |
</Level> | |
</Hierarchy> | |
</Dimension>',sep='', collapse='') | |
MeasurePrimaryKey <- paste('<Measure name="','Count (PK)','" column="',PrimaryKey,'" aggregator="count" visible="true"></Measure>',sep='') | |
Measures <- character(0) | |
for (i in seq_along(Aggregations)) { | |
Measures <- paste0(Measures, | |
paste0('<Measure name="',AggregationsNames[i],'-',standardize_name(VariablesNumeric),'" | |
column="',VariablesNumeric,'" aggregator="',Aggregations[i],'" visible="true"></Measure>', collapse='\n'), collapse='\n') | |
} | |
CubeHeader <- paste0('<Schema name="',TableName,'"><Cube name="project" visible="true" cache="true" enabled="true"> | |
<Table name="',TableName,'" schema="',TableSchema,'"></Table>') | |
CubeFooter <- '</Cube></Schema>' | |
writeLines(paste0(CubeHeader,DimensionsVarchar,DimensionsDate,MeasurePrimaryKey,Measures,CubeFooter, collapse=""),con=Destination) | |
} | |
#GenerateCube('big_portfolio','public','id','tmp_time','public','/home/tgr/Applications/Saiku/saiku-server/tomcat/webapps/saiku/WEB-INF/classes/foodmart/test.xml') |
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