Pallamadhavi patch 1

PAMI/extras/DF2DB/DF2DB.py

@@ -34,6 +34,7 @@
 """
 from PAMI.extras.DF2DB.denseDF2DB import db
 from PAMI.extras.DF2DB.sparseDF2DB import db
+import sys
 
 class DF2DB:
     """
@@ -119,8 +120,6 @@ def getUtility(self, outputFile) -> str:
         return self.DF2DB.getFileName()
 
 
-if __name__='__main__':
+if __name__ == '__main__':
     obj = DF2DB(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4])
-    obj.getTransactional(sys.argv[5])
-
-
+    obj.getTransactional(sys.argv[5])

PAMI/extras/DF2DB/DF2DBPlus.py

@@ -11,7 +11,7 @@
 #
 #     obj.getTDB("outputFileName")   # To create a temporal database
 #
-#     obj.getUDB("outputFileName")    # To craete a utility database
+#     obj.getUDB("outputFileName")    # To create a utility database
 #
 #
 __copyright__ = """
@@ -33,6 +33,7 @@
 
 from PAMI.extras.DF2DB.denseDF2DBPlus import *
 from PAMI.extras.DF2DB.sparseDF2DBPlus import *
+import sys
 
 
 class DF2DBPlus:
@@ -55,18 +56,17 @@ class DF2DBPlus:
         .. code-block:: python
 
                      from PAMI.extras.DF2DB import DF2DBPlus as dfdbp
-                     
+
                      obj = dfdbp.DF2DBPlus(idf, ">=", 16)
 
                      obj.getTransactional("outputFileName") # To create a transactional database
 
                      obj.getTDB("outputFileName")   # To create a temporal database
-                     
+
                      obj.getUDB("outputFileName")    # To craete a utility database
 
     """
 
-
     def __init__(self, inputDF, thresholdConditionDF, DFtype='sparse') -> None:
         self.inputDF = inputDF
         self.thresholdConditionDF = thresholdConditionDF
@@ -113,3 +113,6 @@ def getUDB(self, outputFile) -> str:
         """
         self.DF2DB.createUtility(outputFile)
         return self.DF2DB.getFileName()
+if __name__ == '__main__':
+    obj = DF2DBPlus(sys.argv[1], sys.argv[2], sys.argv[3])
+    obj.getTransactional(sys.argv[4])

PAMI/extras/DF2DB/createTDB.py

@@ -1,4 +1,4 @@
-#createTDB in this code  we will create transactional Database.
+# createTDB in this code  we will create transactional Database.
 #
 # **Importing this algorithm into a python program**
 # --------------------------------------------------------
@@ -9,10 +9,10 @@
 #
 #     obj.save(oFile)
 #
+#
 
 import sys
 
-
 __copyright__ = """
  Copyright (C)  2021 Rage Uday Kiran
 
@@ -40,7 +40,7 @@ class createTDB:
     :param df: It represents the dataframe
 
     :type df: list
-    
+
     :param threshold : It is the threshold value of all item.
 
     :type threshold: int or float
@@ -113,7 +113,8 @@ def save(self, outFile):
                 s = s + j + " "
             writer.write("%s \n" % s)
 
+
 if __name__ == '__main__':
     a = createTDB(sys.argv[1], sys.argv[3])
     a.createTDB()
-    a.save(sys.argv[2])
+    a.save(sys.argv[2])

PAMI/extras/DF2DB/denseDF2DB.py

@@ -3,28 +3,22 @@
 # **Importing this algorithm into a python program**
 # --------------------------------------------------------
 #
-#     from PAMI.frequentPattern.basic import FPGrowth as fp
+#     from PAMI.extras.DF2DB import denseDF2DB as db
 #
-#     obj = fp.denseDF2DB(idf, ">=", 16)
+#     obj = db.denseDF2DB(idf, ">=", 16)
 #
 #     obj.save(oFile)
 #
-#     Df = obj.getPatternInDataFrame()
+#     obj.createTransactional("outputFileName") # To create transactional database
 #
-#     memUSS = obj.getMemoryUSS()
-#
-#     print("Total Memory in USS:", memUSS)
-#
-#     memRSS = obj.getMemoryRSS()
-#
-#     print("Total Memory in RSS", memRSS)
-#
-#     run = obj.getRuntime()
-#
-#     print("Total ExecutionTime in seconds:", run)
+#     obj.createTemporal("outputFileName") # To create temporal database
 #
+#     obj.createMultipleTimeSeries("outputFileName") # To create Mutliple TimeSeries database
 #
+#     obj.createUtility("outputFileName") # To create utility database
 #
+#     obj.getFileName("outputFileName") # To get file name of the database
+
 __copyright__ = """
  Copyright (C)  2021 Rage Uday Kiran
 
@@ -66,54 +60,30 @@ class denseDF2DB:
             It is condition to judge the value in dataframe
         :param thresholdValue: int or float :
             User defined value.
-        :param tids: list :
-            It is tids list.
-        :param items: list :
-            Store the items list
-        :param outputFile: str  :
-            Creation database output to this outputFile.
-
-
-        :Attributes:
-
-        startTime : float
-          To record the start time of the mining process
-
-        endTime : float
-          To record the completion time of the mining process
-
-        memoryUSS : float
-          To store the total amount of USS memory consumed by the program
-
-        memoryRSS : float
-          To store the total amount of RSS memory consumed by the program
-
 
 
         **Importing this algorithm into a python program**
         --------------------------------------------------------
         .. code-block:: python
 
-                    from PAMI.frequentPattern.basic import FPGrowth as fp
+        from PAMI.extras.DF2DB import denseDF2DB as db
 
-                    obj = fp.denseDF2DB(iDdf, ">=", 16 )
+        obj = db.denseDF2DB(iDdf, ">=", 16 )
 
-                    memUSS = obj.getMemoryUSS()
+        obj.save(oFile)
 
-                    print("Total Memory in USS:", memUSS)
+        obj.createTransactional("outputFileName") # To create transactional database
 
-                    memRSS = obj.getMemoryRSS()
+        obj.createTemporal("outputFileName") # To create temporal database
 
-                    print("Total Memory in RSS", memRSS)
+        obj.createMultipleTimeSeries("outputFileName") # To create Mutliple TimeSeries database
 
-                    run = obj.getRuntime()
+        obj.createUtility("outputFileName") # To create utility database
 
-                    print("Total ExecutionTime in seconds:", run)
+        obj.getFileName("outputFileName") # To get file name of the database
 
 
-
-
-        """
+    """
 
 
     def __init__(self, inputDF, condition: str, thresholdValue: Union[int, float]) -> None:
@@ -252,6 +222,6 @@ def getFileName(self) -> str:
 
 if __name__ == '__main__':
     obj = denseDF2DB(sys.argv[1], sys.argv[2], sys.argv[3])
-    obj.createDB(sys.argv[4])
+    obj.createTransactional(sys.argv[4])
     transactionalDB = obj.getFileName()
     print(transactionalDB)

PAMI/extras/DF2DB/denseDF2DBPlus.py

@@ -3,25 +3,19 @@
 # **Importing this algorithm into a python program**
 # --------------------------------------------------------
 #
-#     from PAMI.frequentPattern.basic import FPGrowth as fp
+#     from PAMI.extras.DF2DB import denseDF2DBPlus as db
 #
-#     obj = fp.denseDF2DBPlus(idf, ">=", 16)
+#     obj = db.denseDF2DBPlus(idf, ">=", 16)
 #
 #     obj.save(oFile)
 #
-#     Df = obj.getPatternInDataFrame()
+#     obj.createTransactional("outputFileName") # To create transactional database
 #
-#     memUSS = obj.getMemoryUSS()
+#     obj.createTemporal("outputFileName") # To create temporal database
 #
-#     print("Total Memory in USS:", memUSS)
+#     obj.createUtility("outputFileName") # To create utility database
 #
-#     memRSS = obj.getMemoryRSS()
-#
-#     print("Total Memory in RSS", memRSS)
-#
-#     run = obj.getRuntime()
-#
-#     print("Total ExecutionTime in seconds:", run)
+#     obj.getFileName("outputFileName") # To get file name of the database
 #
 #
 #
@@ -43,66 +37,38 @@
 """
 
 import pandas as pd
+import sys
 
 class denseDF2DBPlus:
     """
         :Description: This class create Data Base from DataFrame.
 
         :param inputDF: dataframe :
             It is dense DataFrame
-        :param condition: str :
+        :param thresholdConditionDF: str or int or float:
             It is condition to judge the value in dataframe
-        :param thresholdValue: int or float :
-            User defined value.
-        :param tids: list :
-            It is tids list.
-        :param items: list :
-            Store the items list
-        :param outputFile: str  :
-            Creation database output to this outputFile.
-
-
-        :Attributes:
-
-        startTime : float
-          To record the start time of the mining process
-
-        endTime : float
-          To record the completion time of the mining process
-
-        memoryUSS : float
-          To store the total amount of USS memory consumed by the program
-
-        memoryRSS : float
-          To store the total amount of RSS memory consumed by the program
-
 
 
         **Importing this algorithm into a python program**
         --------------------------------------------------------
         .. code-block:: python
 
-                    from PAMI.frequentPattern.basic import FPGrowth as fp
-
-                    obj = fp.denseDF2DBPlus(iDdf, ">=", 16)
-
-                    memUSS = obj.getMemoryUSS()
-
-                    print("Total Memory in USS:", memUSS)
-
-                    memRSS = obj.getMemoryRSS()
+        from PAMI.extras.DF2DB import denseDF2DBPlus as db
 
-                    print("Total Memory in RSS", memRSS)
+        obj = db.denseDF2DBPlus(iDdf, ">=", 16)
 
-                    run = obj.getRuntime()
+        obj.save(oFile)
 
-                    print("Total ExecutionTime in seconds:", run)
+        obj.createTransactional("outputFileName") # To create transactional database
 
+        obj.createTemporal("outputFileName") # To create temporal database
 
+        obj.createUtility("outputFileName") # To create utility database
 
+        obj.getFileName("outputFileName") # To get file name of the database
 
 
-        """
+    """
 
     def __init__(self, inputDF, thresholdConditionDF) -> None:
         self.inputDF = inputDF.T
@@ -203,3 +169,8 @@ def getFileName(self) -> str:
         """
 
         return self.outputFile
+
+if __name__ == '__main__':
+    a = denseDF2DBPlus(sys.argv[1], sys.argv[3])
+    a.denseDF2DBPlus()
+