def preprocess(dbName, userName, passwd, host, port, dirName, startDate,
               currentDate):

    # fileName, wordsToBeReplaced, wordsToReplace
    preprocessing_files = [
        #[
        #'create_longitudinal_features.sql',
        #['moocdb'],
        #[dbName]
        #],
        #[
        #'populate_longitudinal_features.py',
        #[],
        #[]
        #],

        #[
        #'create_models_table.sql',
        #['moocdb'],
        #[dbName]
        #],

        #[
        #'create_experiments_table.sql',
        #['moocdb'],
        #[dbName]
        #],
        ['create_user_longitudinal_feature_values.sql', ['moocdb'], [dbName]],
        [
            'users_populate_dropout_week.sql',
            ['START_DATE_PLACEHOLDER', 'moocdb'], [startDate, dbName]
        ]
    ]

    conn = sql_functions.openSQLConnectionP(dbName, userName, passwd, host,
                                            port)

    for fileName, toBeReplaced, replaceBy in preprocessing_files:
        if fileName[-2:] == 'py':
            print "executing: ", fileName
            sql_functions.runPythonFile(conn, conn, dirName, fileName[:-3],
                                        dbName, startDate, currentDate)
        else:
            this_file = os.path.dirname(os.path.realpath(__file__))
            fileLocation = dirName + '/' + fileName
            fileLocation = this_file + '/' + fileLocation
            newFile = sql_functions.replaceWordsInFile(fileLocation,
                                                       toBeReplaced, replaceBy)
            print "executing: ", fileName
            sql_functions.executeSQL(conn, newFile)
        conn.commit()

    sql_functions.closeSQLConnection(conn)
Exemple #2
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def run_sql_curation_files(dbName, userName, passwd, dbHost, dbPort,preprocessing_files):
    conn = sql_functions.openSQLConnectionP(dbName, userName, passwd, dbHost,dbPort)

    for fileName, toBeReplaced, replaceBy in preprocessing_files:
        fileLocation = os.path.dirname(os.path.realpath(__file__))+'/'+ fileName
        print fileLocation
        newFile = sql_functions.replaceWordsInFile(fileLocation, toBeReplaced, replaceBy)
        print "executing: ", fileName
        sql_functions.executeSQL(conn, newFile)
        conn.commit()
        print "done"

    sql_functions.closeSQLConnection(conn)
Exemple #3
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def run_sql_curation_files(dbName, userName, passwd, dbHost, dbPort,preprocessing_files):
    conn = sql_functions.openSQLConnectionP(dbName, userName, passwd, dbHost,dbPort)

    for fileName, toBeReplaced, replaceBy in preprocessing_files:
        fileLocation = os.path.dirname(os.path.realpath(__file__))+'/'+ fileName
        print fileLocation
        newFile = sql_functions.replaceWordsInFile(fileLocation, toBeReplaced, replaceBy)
        print "executing: ", fileName
        sql_functions.executeSQL(conn, newFile)
        conn.commit()
        print "done"

    sql_functions.closeSQLConnection(conn)
def preprocess(dbName, userName, passwd, host, port, dirName, startDate, currentDate):


# fileName, wordsToBeReplaced, wordsToReplace
    preprocessing_files = [
        #[
         #'create_longitudinal_features.sql',
         #['moocdb'],
         #[dbName]
        #],
        #[
         #'populate_longitudinal_features.py',
         #[],
         #[]
        #],

        #[
         #'create_models_table.sql',
         #['moocdb'],
         #[dbName]
         #],

        #[
         #'create_experiments_table.sql',
         #['moocdb'],
         #[dbName]
        #],


        [
         'create_user_longitudinal_feature_values.sql',
         ['moocdb'],
         [dbName]
        ],

        [
         'users_populate_dropout_week.sql',
         ['START_DATE_PLACEHOLDER','moocdb'],
         [startDate,dbName]
        ]



    ]

    conn = sql_functions.openSQLConnectionP(dbName, userName, passwd, host,port)

    for fileName, toBeReplaced, replaceBy in preprocessing_files:
        if fileName[-2:] == 'py':
            print "executing: ", fileName
            sql_functions.runPythonFile(conn,conn,dirName,
                    fileName[:-3],dbName,startDate, currentDate)
        else:
            this_file = os.path.dirname(os.path.realpath(__file__))
            fileLocation = dirName+'/'+fileName
            fileLocation = this_file+'/'+fileLocation
            newFile = sql_functions.replaceWordsInFile(fileLocation, toBeReplaced, replaceBy)
            print "executing: ", fileName
            sql_functions.executeSQL(conn, newFile)
        conn.commit()

    sql_functions.closeSQLConnection(conn)