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application.log
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2024-02-21 15:48:02,495 - root -INFO -i am the main method
2024-02-21 15:48:02,495 - root -INFO -calling spark object
2024-02-21 15:48:02,495 - Create_spark -INFO -master is local[*]
2024-02-21 15:48:06,918 - Create_spark -INFO -Spark object created.....
2024-02-21 15:48:06,918 - root -INFO -Spark object is created!
2024-02-21 15:48:06,918 - root -INFO -Validating spark object
2024-02-21 15:48:06,918 - Validate -WARNING -started the get_current_date method...
2024-02-21 15:48:10,435 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 15:48:10,435 - Validate -WARNING -Validation done , go frwd...
2024-02-21 15:48:10,436 - root -INFO -reading file which is of > csv
2024-02-21 15:48:10,436 - Ingest -WARNING -load_files method started
2024-02-21 15:48:13,376 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:48:14,580 - root -INFO -Number of records of city table is 550068
2024-02-21 15:48:14,580 - root -INFO -reading file which is of > parquet
2024-02-21 15:48:14,580 - Ingest -WARNING -load_files method started
2024-02-21 15:48:15,145 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:48:15,921 - root -INFO -Number of records of city table is 28338
2024-02-21 15:48:31,411 - root -INFO -i am the main method
2024-02-21 15:48:31,411 - root -INFO -calling spark object
2024-02-21 15:48:31,411 - Create_spark -INFO -master is local[*]
2024-02-21 15:48:35,604 - Create_spark -INFO -Spark object created.....
2024-02-21 15:48:35,604 - root -INFO -Spark object is created!
2024-02-21 15:48:35,604 - root -INFO -Validating spark object
2024-02-21 15:48:35,604 - Validate -WARNING -started the get_current_date method...
2024-02-21 15:48:39,101 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 15:48:39,101 - Validate -WARNING -Validation done , go frwd...
2024-02-21 15:48:39,103 - root -INFO -reading file which is of > csv
2024-02-21 15:48:39,103 - Ingest -WARNING -load_files method started
2024-02-21 15:48:41,753 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:48:43,120 - root -INFO -reading file which is of > parquet
2024-02-21 15:48:43,120 - Ingest -WARNING -load_files method started
2024-02-21 15:48:43,543 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:49:44,052 - root -INFO -i am the main method
2024-02-21 15:49:44,052 - root -INFO -calling spark object
2024-02-21 15:49:44,052 - Create_spark -INFO -master is local[*]
2024-02-21 15:49:48,177 - Create_spark -INFO -Spark object created.....
2024-02-21 15:49:48,177 - root -INFO -Spark object is created!
2024-02-21 15:49:48,177 - root -INFO -Validating spark object
2024-02-21 15:49:48,177 - Validate -WARNING -started the get_current_date method...
2024-02-21 15:49:51,699 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 15:49:51,699 - Validate -WARNING -Validation done , go frwd...
2024-02-21 15:49:51,699 - root -INFO -reading file which is of > csv
2024-02-21 15:49:51,699 - Ingest -WARNING -load_files method started
2024-02-21 15:49:54,465 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:49:55,775 - Ingest -WARNING -Number of records of city table is 550068
2024-02-21 15:49:55,775 - root -INFO -reading file which is of > parquet
2024-02-21 15:49:55,775 - Ingest -WARNING -load_files method started
2024-02-21 15:49:56,196 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:49:56,909 - Ingest -WARNING -Number of records of city table is 28338
2024-02-21 15:53:54,227 - root -INFO -i am the main method
2024-02-21 15:53:54,227 - root -INFO -calling spark object
2024-02-21 15:53:54,227 - Create_spark -INFO -master is local[*]
2024-02-21 15:53:58,758 - Create_spark -INFO -Spark object created.....
2024-02-21 15:53:58,758 - root -INFO -Spark object is created!
2024-02-21 15:53:58,758 - root -INFO -Validating spark object
2024-02-21 15:53:58,758 - Validate -WARNING -started the get_current_date method...
2024-02-21 15:54:02,916 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 15:54:02,916 - Validate -WARNING -Validation done , go frwd...
2024-02-21 15:54:02,916 - root -INFO -reading file which is of > csv
2024-02-21 15:54:02,916 - Ingest -WARNING -load_files method started
2024-02-21 15:54:03,176 - Ingest -ERROR -An error occurred while dealing with load_file ====[PATH_NOT_FOUND] Path does not exist: file:/E:/Code/PysparkPro/source/oltp/dataset.csv.
2024-02-21 15:55:18,229 - root -INFO -i am the main method
2024-02-21 15:55:18,229 - root -INFO -calling spark object
2024-02-21 15:55:18,229 - Create_spark -INFO -master is local[*]
2024-02-21 15:55:22,797 - Create_spark -INFO -Spark object created.....
2024-02-21 15:55:22,797 - root -INFO -Spark object is created!
2024-02-21 15:55:22,797 - root -INFO -Validating spark object
2024-02-21 15:55:22,797 - Validate -WARNING -started the get_current_date method...
2024-02-21 15:55:26,742 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 15:55:26,742 - Validate -WARNING -Validation done , go frwd...
2024-02-21 15:55:26,743 - root -INFO -reading file which is of > csv
2024-02-21 15:55:26,743 - Ingest -WARNING -load_files method started
2024-02-21 15:55:30,829 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 15:55:32,286 - root -INFO -Number of records of city table is 1329329
2024-02-21 19:39:38,827 - root -INFO -calling spark object
2024-02-21 19:39:38,828 - Create_spark -INFO -master is local[*]
2024-02-21 19:39:55,939 - Create_spark -INFO -Spark object created.....
2024-02-21 19:39:55,939 - root -INFO -Spark object is created!
2024-02-21 19:39:55,939 - root -INFO -Validating spark object
2024-02-21 19:39:55,939 - Validate -WARNING -started the get_current_date method...
2024-02-21 19:40:02,888 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 19:40:02,888 - Validate -WARNING -Validation done , go frwd...
2024-02-21 19:40:02,888 - root -INFO -reading file which is of > csv
2024-02-21 19:40:02,888 - Ingest -WARNING -load_files method started
2024-02-21 19:40:11,063 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 19:40:14,283 - root -INFO -Number of records of city table is 1329329
2024-02-21 22:47:43,199 - root -INFO -calling spark object
2024-02-21 22:47:43,200 - Create_spark -INFO -master is local[*]
2024-02-21 22:47:54,182 - Create_spark -INFO -Spark object created.....
2024-02-21 22:47:54,182 - root -INFO -Spark object is created!
2024-02-21 22:47:54,182 - root -INFO -Validating spark object
2024-02-21 22:47:54,182 - Validate -WARNING -started the get_current_date method...
2024-02-21 22:47:58,587 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 22:47:58,587 - Validate -WARNING -Validation done , go frwd...
2024-02-21 22:47:58,587 - root -INFO -reading file which is of > csv
2024-02-21 22:47:58,587 - Ingest -WARNING -load_files method started
2024-02-21 22:48:02,270 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 22:48:03,631 - root -INFO -Number of records of city table is 1329329
2024-02-21 23:13:41,558 - root -INFO -calling spark object
2024-02-21 23:13:41,559 - Create_spark -INFO -master is local[*]
2024-02-21 23:13:47,225 - Create_spark -INFO -Spark object created.....
2024-02-21 23:13:47,225 - root -INFO -Spark object is created!
2024-02-21 23:13:47,225 - root -INFO -Validating spark object
2024-02-21 23:13:47,225 - Validate -WARNING -started the get_current_date method...
2024-02-21 23:13:51,841 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 23:13:51,841 - Validate -WARNING -Validation done , go frwd...
2024-02-21 23:13:51,841 - root -INFO -Get file info from olap src
2024-02-21 23:13:51,841 - root -INFO -reading file which is of > parquet
2024-02-21 23:13:51,841 - root -INFO -Load the cities data
2024-02-21 23:13:51,842 - Ingest -WARNING -load_files method started
2024-02-21 23:13:52,610 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 23:13:55,346 - root -INFO -Number of records of city table is 28338
2024-02-21 23:16:55,428 - root -INFO -calling spark object
2024-02-21 23:16:55,429 - Create_spark -INFO -master is local[*]
2024-02-21 23:16:59,708 - Create_spark -INFO -Spark object created.....
2024-02-21 23:16:59,708 - root -INFO -Spark object is created!
2024-02-21 23:16:59,708 - root -INFO -Validating spark object
2024-02-21 23:16:59,708 - Validate -WARNING -started the get_current_date method...
2024-02-21 23:17:03,413 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 23:17:03,413 - Validate -WARNING -Validation done , go frwd...
2024-02-21 23:17:03,413 - root -INFO -Get file info from olap src
2024-02-21 23:17:03,413 - root -INFO -reading file which is of > parquet
2024-02-21 23:17:03,413 - root -INFO -Load the cities data
2024-02-21 23:17:03,413 - Ingest -WARNING -load_files method started
2024-02-21 23:17:04,025 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 23:17:06,179 - root -INFO -Number of records of city table is 28338
2024-02-21 23:17:06,179 - root -INFO -Get the file info from oltp src
2024-02-21 23:17:06,179 - root -INFO -reading file which is of > csv
2024-02-21 23:17:06,179 - root -INFO -Load the presc medicare data
2024-02-21 23:17:06,179 - Ingest -WARNING -load_files method started
2024-02-21 23:17:08,344 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 23:17:09,328 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-21 23:20:34,051 - root -INFO -calling spark object
2024-02-21 23:20:34,051 - Create_spark -INFO -master is local[*]
2024-02-21 23:20:39,261 - Create_spark -INFO -Spark object created.....
2024-02-21 23:20:39,261 - root -INFO -Spark object is created!
2024-02-21 23:20:39,261 - root -INFO -Validating spark object
2024-02-21 23:20:39,262 - Validate -WARNING -started the get_current_date method...
2024-02-21 23:20:43,635 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 21))]
2024-02-21 23:20:43,635 - Validate -WARNING -Validation done , go frwd...
2024-02-21 23:20:43,635 - root -INFO -Get file info from olap src
2024-02-21 23:20:43,635 - root -INFO -reading file which is of > parquet
2024-02-21 23:20:43,635 - root -INFO -Load the cities data
2024-02-21 23:20:43,635 - Ingest -WARNING -load_files method started
2024-02-21 23:20:44,243 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 23:20:46,740 - root -INFO -Number of records of city table is 28338
2024-02-21 23:20:46,740 - root -INFO -Get the file info from oltp src
2024-02-21 23:20:46,740 - root -INFO -reading file which is of > csv
2024-02-21 23:20:46,740 - root -INFO -Load the presc medicare data
2024-02-21 23:20:46,740 - Ingest -WARNING -load_files method started
2024-02-21 23:20:49,384 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-21 23:20:50,760 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-21 23:20:50,760 - Data_processing -WARNING -data_clean method() started...
2024-02-21 23:20:50,760 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-21 23:20:50,809 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-21 23:20:50,832 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-21 23:20:50,843 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-21 23:20:50,881 - Data_processing -WARNING -concat first and lname
2024-02-21 23:20:50,901 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-21 23:20:50,912 - Data_processing -WARNING -now check for null values in all columns
2024-02-21 23:20:50,912 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-21 23:20:50,932 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-21 23:20:52,462 - Data_processing -WARNING -successfully droped the null values....
2024-02-21 23:20:52,462 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-21 23:20:52,462 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 05:56:51,841 - root -INFO -calling spark object
2024-02-22 05:56:51,841 - Create_spark -INFO -master is local[*]
2024-02-22 05:56:57,976 - Create_spark -INFO -Spark object created.....
2024-02-22 05:56:57,976 - root -INFO -Spark object is created!
2024-02-22 05:56:57,976 - root -INFO -Validating spark object
2024-02-22 05:56:57,977 - Validate -WARNING -started the get_current_date method...
2024-02-22 05:57:02,784 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 05:57:02,785 - Validate -WARNING -Validation done , go frwd...
2024-02-22 05:57:02,785 - root -INFO -Get file info from olap src
2024-02-22 05:57:02,785 - root -INFO -reading file which is of > parquet
2024-02-22 05:57:02,785 - root -INFO -Load the cities data
2024-02-22 05:57:02,786 - Ingest -WARNING -load_files method started
2024-02-22 05:57:03,614 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 05:57:06,800 - root -INFO -Number of records of city table is 28338
2024-02-22 05:57:06,801 - root -INFO -Get the file info from oltp src
2024-02-22 05:57:06,801 - root -INFO -reading file which is of > csv
2024-02-22 05:57:06,801 - root -INFO -Load the presc medicare data
2024-02-22 05:57:06,801 - Ingest -WARNING -load_files method started
2024-02-22 05:57:09,642 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 05:57:10,681 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 05:57:10,681 - Data_processing -WARNING -data_clean method() started...
2024-02-22 05:57:10,681 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 05:57:10,775 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 05:57:10,825 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 05:57:10,845 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 05:57:10,906 - Data_processing -WARNING -concat first and lname
2024-02-22 05:57:10,936 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 05:57:10,947 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 05:57:10,947 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 05:57:10,969 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 05:57:12,560 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 05:57:12,560 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 05:57:12,560 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 05:58:32,593 - root -INFO -calling spark object
2024-02-22 05:58:32,593 - Create_spark -INFO -master is local[*]
2024-02-22 05:58:38,657 - Create_spark -INFO -Spark object created.....
2024-02-22 05:58:38,657 - root -INFO -Spark object is created!
2024-02-22 05:58:38,657 - root -INFO -Validating spark object
2024-02-22 05:58:38,657 - Validate -WARNING -started the get_current_date method...
2024-02-22 05:58:43,796 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 05:58:43,796 - Validate -WARNING -Validation done , go frwd...
2024-02-22 05:58:43,796 - root -INFO -Get file info from olap src
2024-02-22 05:58:43,796 - root -INFO -reading file which is of > parquet
2024-02-22 05:58:43,797 - root -INFO -Load the cities data
2024-02-22 05:58:43,797 - Ingest -WARNING -load_files method started
2024-02-22 05:58:44,567 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 05:58:48,055 - root -INFO -Number of records of city table is 28338
2024-02-22 05:58:48,055 - root -INFO -Get the file info from oltp src
2024-02-22 05:58:48,055 - root -INFO -reading file which is of > csv
2024-02-22 05:58:48,055 - root -INFO -Load the presc medicare data
2024-02-22 05:58:48,055 - Ingest -WARNING -load_files method started
2024-02-22 05:58:51,031 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 05:58:52,406 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 05:58:52,406 - Data_processing -WARNING -data_clean method() started...
2024-02-22 05:58:52,406 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 05:58:52,505 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 05:58:52,560 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 05:58:52,585 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 05:58:52,670 - Data_processing -WARNING -concat first and lname
2024-02-22 05:58:52,707 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 05:58:52,722 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 05:58:52,722 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 05:58:52,753 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 05:58:54,079 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 05:58:54,079 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 05:58:54,079 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 05:58:54,487 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 05:58:54,489 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 05:58:54,489 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 05:58:54,489 - Validate -INFO -print_schema done, go ....
2024-02-22 05:58:54,489 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 05:58:54,491 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 05:58:54,491 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 05:58:54,491 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 05:58:54,491 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 05:58:54,491 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 05:58:54,491 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 05:58:54,491 - Validate -INFO -print_schema done, go ....
2024-02-22 06:10:11,811 - root -INFO -calling spark object
2024-02-22 06:10:11,811 - Create_spark -INFO -master is local[*]
2024-02-22 06:10:16,847 - Create_spark -INFO -Spark object created.....
2024-02-22 06:10:16,847 - root -INFO -Spark object is created!
2024-02-22 06:10:16,847 - root -INFO -Validating spark object
2024-02-22 06:10:16,847 - Validate -WARNING -started the get_current_date method...
2024-02-22 06:10:21,362 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 06:10:21,362 - Validate -WARNING -Validation done , go frwd...
2024-02-22 06:10:21,363 - root -INFO -Get file info from olap src
2024-02-22 06:10:21,363 - root -INFO -reading file which is of > parquet
2024-02-22 06:10:21,363 - root -INFO -Load the cities data
2024-02-22 06:10:21,363 - Ingest -WARNING -load_files method started
2024-02-22 06:10:21,967 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 06:10:24,440 - root -INFO -Number of records of city table is 28338
2024-02-22 06:10:24,440 - root -INFO -Get the file info from oltp src
2024-02-22 06:10:24,441 - root -INFO -reading file which is of > csv
2024-02-22 06:10:24,441 - root -INFO -Load the presc medicare data
2024-02-22 06:10:24,441 - Ingest -WARNING -load_files method started
2024-02-22 06:10:26,658 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 06:10:27,482 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 06:10:27,482 - Data_processing -WARNING -data_clean method() started...
2024-02-22 06:10:27,482 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 06:10:27,531 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 06:10:27,562 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 06:10:27,577 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 06:10:27,626 - Data_processing -WARNING -concat first and last name
2024-02-22 06:10:27,646 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 06:10:27,655 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 06:10:27,655 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 06:10:27,680 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 06:10:28,725 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 06:10:28,725 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 06:10:28,725 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 06:10:29,120 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 06:10:29,122 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 06:10:29,122 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 06:10:29,122 - Validate -INFO -print_schema done, go ....
2024-02-22 06:10:29,123 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 06:10:29,124 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 06:10:29,124 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 06:10:29,124 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 06:10:29,125 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 06:10:29,125 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 06:10:29,125 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 06:10:29,125 - Validate -INFO -print_schema done, go ....
2024-02-22 14:46:51,953 - root -INFO -calling spark object
2024-02-22 14:46:51,954 - Create_spark -INFO -master is local[*]
2024-02-22 14:47:05,740 - Create_spark -INFO -Spark object created.....
2024-02-22 14:47:05,741 - root -INFO -Spark object is created!
2024-02-22 14:47:05,741 - root -INFO -Validating spark object
2024-02-22 14:47:05,741 - Validate -WARNING -started the get_current_date method...
2024-02-22 14:47:10,879 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 14:47:10,879 - Validate -WARNING -Validation done , go frwd...
2024-02-22 14:47:10,879 - root -INFO -Get file info from olap src
2024-02-22 14:47:10,879 - root -INFO -reading file which is of > parquet
2024-02-22 14:47:10,879 - root -INFO -Load the cities data
2024-02-22 14:47:10,879 - Ingest -WARNING -load_files method started
2024-02-22 14:47:11,712 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 14:47:15,087 - root -INFO -Number of records of city table is 28338
2024-02-22 14:47:15,087 - root -INFO -Get the file info from oltp src
2024-02-22 14:47:15,088 - root -INFO -reading file which is of > csv
2024-02-22 14:47:15,088 - root -INFO -Load the presc medicare data
2024-02-22 14:47:15,088 - Ingest -WARNING -load_files method started
2024-02-22 14:47:17,841 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 14:47:18,812 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 14:47:18,812 - Data_processing -WARNING -data_clean method() started...
2024-02-22 14:47:18,812 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 14:47:18,872 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 14:47:18,915 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 14:47:18,938 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 14:47:19,026 - Data_processing -WARNING -concat first and last name
2024-02-22 14:47:19,063 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 14:47:19,077 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 14:47:19,077 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 14:47:19,105 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 14:47:20,368 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 14:47:20,368 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 14:47:20,368 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 14:47:20,830 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 14:47:20,833 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 14:47:20,833 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 14:47:20,833 - Validate -INFO -print_schema done, go ....
2024-02-22 14:47:20,833 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 14:47:20,835 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 14:47:20,835 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 14:47:20,835 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 14:47:20,835 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 14:47:20,835 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 14:47:20,835 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 14:47:20,835 - Validate -INFO -print_schema done, go ....
2024-02-22 15:12:03,678 - root -INFO -calling spark object
2024-02-22 15:12:03,679 - Create_spark -INFO -master is local[*]
2024-02-22 15:12:09,539 - Create_spark -INFO -Spark object created.....
2024-02-22 15:12:09,539 - root -INFO -Spark object is created!
2024-02-22 15:12:09,539 - root -INFO -Validating spark object
2024-02-22 15:12:09,539 - Validate -WARNING -started the get_current_date method...
2024-02-22 15:12:14,334 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 15:12:14,334 - Validate -WARNING -Validation done , go frwd...
2024-02-22 15:12:14,335 - root -INFO -Get file info from olap src
2024-02-22 15:12:14,335 - root -INFO -reading file which is of > parquet
2024-02-22 15:12:14,335 - root -INFO -Load the cities data
2024-02-22 15:12:14,335 - Ingest -WARNING -load_files method started
2024-02-22 15:12:15,086 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:12:17,930 - root -INFO -Number of records of city table is 28338
2024-02-22 15:12:17,930 - root -INFO -Get the file info from oltp src
2024-02-22 15:12:17,930 - root -INFO -reading file which is of > csv
2024-02-22 15:12:17,930 - root -INFO -Load the presc medicare data
2024-02-22 15:12:17,930 - Ingest -WARNING -load_files method started
2024-02-22 15:12:21,075 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:12:22,739 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 15:12:22,739 - Data_processing -WARNING -data_clean method() started...
2024-02-22 15:12:22,741 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 15:12:22,830 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 15:12:22,869 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 15:12:22,889 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 15:12:22,942 - Data_processing -WARNING -concat first and last name
2024-02-22 15:12:22,960 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 15:12:22,968 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 15:12:22,968 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 15:12:22,987 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 15:12:24,265 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 15:12:24,265 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 15:12:24,265 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 15:12:24,605 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 15:12:24,606 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 15:12:24,606 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 15:12:24,606 - Validate -INFO -print_schema done, go ....
2024-02-22 15:12:24,606 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 15:12:24,608 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 15:12:24,608 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 15:12:24,608 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 15:12:24,608 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 15:12:24,608 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 15:12:24,608 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 15:12:24,608 - Validate -INFO -print_schema done, go ....
2024-02-22 15:12:24,608 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 15:12:24,757 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 15:12:47,583 - root -INFO -calling spark object
2024-02-22 15:12:47,583 - Create_spark -INFO -master is local[*]
2024-02-22 15:12:52,882 - Create_spark -INFO -Spark object created.....
2024-02-22 15:12:52,882 - root -INFO -Spark object is created!
2024-02-22 15:12:52,882 - root -INFO -Validating spark object
2024-02-22 15:12:52,882 - Validate -WARNING -started the get_current_date method...
2024-02-22 15:12:57,785 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 15:12:57,785 - Validate -WARNING -Validation done , go frwd...
2024-02-22 15:12:57,785 - root -INFO -Get file info from olap src
2024-02-22 15:12:57,786 - root -INFO -reading file which is of > parquet
2024-02-22 15:12:57,786 - root -INFO -Load the cities data
2024-02-22 15:12:57,786 - Ingest -WARNING -load_files method started
2024-02-22 15:12:58,600 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:13:01,424 - root -INFO -Number of records of city table is 28338
2024-02-22 15:13:01,424 - root -INFO -Get the file info from oltp src
2024-02-22 15:13:01,425 - root -INFO -reading file which is of > csv
2024-02-22 15:13:01,425 - root -INFO -Load the presc medicare data
2024-02-22 15:13:01,425 - Ingest -WARNING -load_files method started
2024-02-22 15:13:04,303 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:13:05,527 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 15:13:05,527 - Data_processing -WARNING -data_clean method() started...
2024-02-22 15:13:05,527 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 15:13:05,632 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 15:13:05,685 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 15:13:05,706 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 15:13:05,762 - Data_processing -WARNING -concat first and last name
2024-02-22 15:13:05,785 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 15:13:05,796 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 15:13:05,796 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 15:13:05,818 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 15:13:07,095 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 15:13:07,096 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 15:13:07,096 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 15:13:07,628 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 15:13:07,629 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 15:13:07,629 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 15:13:07,629 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 15:13:07,629 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 15:13:07,631 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 15:13:07,631 - Validate -INFO -print_schema done, go ....
2024-02-22 15:13:07,631 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 15:13:07,632 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 15:13:07,632 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 15:13:07,632 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 15:13:07,632 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 15:13:07,632 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 15:13:07,632 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 15:13:07,632 - Validate -INFO -print_schema done, go ....
2024-02-22 15:13:07,632 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 15:13:07,798 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 15:14:08,878 - root -INFO -calling spark object
2024-02-22 15:14:08,878 - Create_spark -INFO -master is local[*]
2024-02-22 15:14:14,625 - Create_spark -INFO -Spark object created.....
2024-02-22 15:14:14,626 - root -INFO -Spark object is created!
2024-02-22 15:14:14,626 - root -INFO -Validating spark object
2024-02-22 15:14:14,626 - Validate -WARNING -started the get_current_date method...
2024-02-22 15:14:19,507 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 15:14:19,507 - Validate -WARNING -Validation done , go frwd...
2024-02-22 15:14:19,507 - root -INFO -Get file info from olap src
2024-02-22 15:14:19,507 - root -INFO -reading file which is of > parquet
2024-02-22 15:14:19,507 - root -INFO -Load the cities data
2024-02-22 15:14:19,507 - Ingest -WARNING -load_files method started
2024-02-22 15:14:20,361 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:14:23,701 - root -INFO -Number of records of city table is 28338
2024-02-22 15:14:23,702 - root -INFO -Get the file info from oltp src
2024-02-22 15:14:23,702 - root -INFO -reading file which is of > csv
2024-02-22 15:14:23,702 - root -INFO -Load the presc medicare data
2024-02-22 15:14:23,702 - Ingest -WARNING -load_files method started
2024-02-22 15:14:26,761 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:14:27,730 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 15:14:27,731 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 15:14:28,013 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 15:14:28,955 - root -INFO -Cleaning the two dataframe!
2024-02-22 15:14:28,955 - Data_processing -WARNING -data_clean method() started...
2024-02-22 15:14:28,955 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 15:14:28,990 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 15:14:29,014 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 15:14:29,025 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 15:14:29,083 - Data_processing -WARNING -concat first and last name
2024-02-22 15:14:29,109 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 15:14:29,118 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 15:14:29,118 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 15:14:29,141 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 15:14:30,227 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 15:14:30,227 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 15:14:30,227 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 15:14:30,600 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 15:14:30,601 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 15:14:30,601 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 15:14:30,601 - Validate -INFO -print_schema done, go ....
2024-02-22 15:14:30,602 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 15:14:30,602 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 15:14:30,603 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 15:14:30,603 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 15:14:30,603 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 15:14:30,603 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 15:14:30,603 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 15:14:30,603 - Validate -INFO -print_schema done, go ....
2024-02-22 15:14:41,978 - root -INFO -calling spark object
2024-02-22 15:14:41,978 - Create_spark -INFO -master is local[*]
2024-02-22 15:14:47,381 - Create_spark -INFO -Spark object created.....
2024-02-22 15:14:47,381 - root -INFO -Spark object is created!
2024-02-22 15:14:47,381 - root -INFO -Validating spark object
2024-02-22 15:14:47,381 - Validate -WARNING -started the get_current_date method...
2024-02-22 15:14:51,791 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 15:14:51,792 - Validate -WARNING -Validation done , go frwd...
2024-02-22 15:14:51,792 - root -INFO -Get file info from olap src
2024-02-22 15:14:51,792 - root -INFO -reading file which is of > parquet
2024-02-22 15:14:51,792 - root -INFO -Load the cities data
2024-02-22 15:14:51,792 - Ingest -WARNING -load_files method started
2024-02-22 15:14:52,434 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:14:54,972 - root -INFO -Number of records of city table is 28338
2024-02-22 15:14:54,972 - root -INFO -Get the file info from oltp src
2024-02-22 15:14:54,973 - root -INFO -reading file which is of > csv
2024-02-22 15:14:54,973 - root -INFO -Load the presc medicare data
2024-02-22 15:14:54,973 - Ingest -WARNING -load_files method started
2024-02-22 15:14:57,545 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:14:58,286 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 15:14:58,286 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 15:14:58,590 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 15:15:05,861 - root -INFO -Cleaning the two dataframe!
2024-02-22 15:15:05,861 - Data_processing -WARNING -data_clean method() started...
2024-02-22 15:15:05,861 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 15:15:05,890 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 15:15:05,908 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 15:15:05,921 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 15:15:05,968 - Data_processing -WARNING -concat first and last name
2024-02-22 15:15:05,987 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 15:15:05,995 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 15:15:05,996 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 15:15:06,012 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 15:15:06,992 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 15:15:06,992 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 15:15:06,992 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 15:15:07,305 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 15:15:07,308 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 15:15:07,308 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 15:15:07,308 - Validate -INFO -print_schema done, go ....
2024-02-22 15:15:07,308 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 15:15:07,310 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 15:15:07,310 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 15:15:07,310 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 15:15:07,311 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 15:15:07,311 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 15:15:07,311 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 15:15:07,311 - Validate -INFO -print_schema done, go ....
2024-02-22 15:54:56,959 - root -INFO -calling spark object
2024-02-22 15:54:56,959 - Create_spark -INFO -master is local[*]
2024-02-22 15:55:05,200 - Create_spark -INFO -Spark object created.....
2024-02-22 15:55:05,200 - root -INFO -Spark object is created!
2024-02-22 15:55:05,200 - root -INFO -Validating spark object
2024-02-22 15:55:05,200 - Validate -WARNING -started the get_current_date method...
2024-02-22 15:55:11,439 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 15:55:11,439 - Validate -WARNING -Validation done , go frwd...
2024-02-22 15:55:11,439 - root -INFO -Get file info from olap src
2024-02-22 15:55:11,439 - root -INFO -reading file which is of > parquet
2024-02-22 15:55:11,439 - root -INFO -Load the cities data
2024-02-22 15:55:11,439 - Ingest -WARNING -load_files method started
2024-02-22 15:55:12,497 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:55:16,015 - root -INFO -Number of records of city table is 28338
2024-02-22 15:55:16,015 - root -INFO -Get the file info from oltp src
2024-02-22 15:55:16,022 - root -INFO -reading file which is of > csv
2024-02-22 15:55:16,022 - root -INFO -Load the presc medicare data
2024-02-22 15:55:16,022 - Ingest -WARNING -load_files method started
2024-02-22 15:55:18,476 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 15:55:19,843 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 15:55:19,843 - root -INFO -Count the null value in the presc dataset!
2024-02-22 15:55:19,843 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 15:55:20,313 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 15:55:28,152 - root -INFO -Cleaning the two dataframe!
2024-02-22 15:55:28,152 - Data_processing -WARNING -data_clean method() started...
2024-02-22 15:55:28,152 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 15:55:28,186 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 15:55:28,208 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 15:55:28,216 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 15:55:28,270 - Data_processing -WARNING -concat first and last name
2024-02-22 15:55:28,295 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 15:55:28,304 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 15:55:28,304 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 15:55:28,326 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 15:55:29,332 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 15:55:29,332 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 15:55:29,332 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 15:55:29,684 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 15:55:29,686 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 15:55:29,686 - Validate -INFO -print_schema done, go ....
2024-02-22 15:55:29,686 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 15:55:29,686 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 15:55:29,686 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 15:55:29,686 - Validate -INFO -print_schema done, go ....
2024-02-22 15:55:29,686 - root -INFO -The app done
2024-02-22 22:09:40,406 - root -INFO -calling spark object
2024-02-22 22:09:40,406 - Create_spark -INFO -master is local[*]
2024-02-22 22:09:59,490 - Create_spark -INFO -Spark object created.....
2024-02-22 22:09:59,490 - root -INFO -Spark object is created!
2024-02-22 22:09:59,490 - root -INFO -Validating spark object
2024-02-22 22:09:59,491 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:10:05,949 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:10:05,949 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:10:05,949 - root -INFO -Get file info from olap src
2024-02-22 22:10:05,952 - root -INFO -reading file which is of > parquet
2024-02-22 22:10:05,952 - root -INFO -Load the cities data
2024-02-22 22:10:05,952 - Ingest -WARNING -load_files method started
2024-02-22 22:10:07,002 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:10:10,746 - root -INFO -Number of records of city table is 28338
2024-02-22 22:10:10,747 - root -INFO -Get the file info from oltp src
2024-02-22 22:10:10,748 - root -INFO -reading file which is of > csv
2024-02-22 22:10:10,748 - root -INFO -Load the presc medicare data
2024-02-22 22:10:10,748 - Ingest -WARNING -load_files method started
2024-02-22 22:10:14,588 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:10:15,941 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:10:15,942 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:10:15,942 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:10:16,453 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:10:25,522 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:10:25,522 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:10:25,522 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:10:25,554 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:10:25,572 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:10:25,584 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:10:25,642 - Data_processing -WARNING -concat first and last name
2024-02-22 22:10:25,668 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:10:25,682 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:10:25,682 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:10:25,705 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:10:27,293 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:10:27,294 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:10:27,294 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:10:27,912 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 22:10:27,914 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 22:10:27,914 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 22:10:27,914 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 22:10:27,914 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 22:10:27,914 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 22:10:27,915 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 22:10:27,915 - Validate -INFO -print_schema done, go ....
2024-02-22 22:10:27,915 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 22:10:27,917 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 22:10:27,918 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 22:10:27,918 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 22:10:27,918 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 22:10:27,918 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 22:10:27,918 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 22:10:27,918 - Validate -INFO -print_schema done, go ....
2024-02-22 22:10:27,918 - root -INFO -Showing the report 1!
2024-02-22 22:10:27,918 - Data_transformation -WARNING -processing the data_report1 about them presc by the city ..
2024-02-22 22:10:27,923 - Data_transformation -WARNING -calculating total zip counts in DataFrame[city: string, state_id: string, state_name: string, county_name: string, population: int, zips: string]
2024-02-22 22:10:28,001 - Data_transformation -WARNING -calculating distinct prescribers and total tx_cnt
2024-02-22 22:10:28,080 - Data_transformation -WARNING -Don't report a city if no prescriber is assigned to it.....lets join df_city_sel and df_presc_grp
2024-02-22 22:10:28,182 - Data_transformation -WARNING -Data_report1 succesfully executed..., go frwd
2024-02-22 22:10:37,212 - root -INFO -Showing the report 2!
2024-02-22 22:10:37,212 - Data_transformation -WARNING -executing data_report about the prescriber who has more than 20 yoe and less than 50 yoe and rank top 5 base on their tx_cnt for each state
2024-02-22 22:10:37,485 - root -INFO -The app done
2024-02-22 22:14:31,462 - root -INFO -calling spark object
2024-02-22 22:14:31,463 - Create_spark -INFO -master is local[*]
2024-02-22 22:14:36,915 - Create_spark -INFO -Spark object created.....
2024-02-22 22:14:36,915 - root -INFO -Spark object is created!
2024-02-22 22:14:36,915 - root -INFO -Validating spark object
2024-02-22 22:14:36,915 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:14:42,497 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:14:42,497 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:14:42,497 - root -INFO -Get file info from olap src
2024-02-22 22:14:42,497 - root -INFO -reading file which is of > parquet
2024-02-22 22:14:42,497 - root -INFO -Load the cities data
2024-02-22 22:14:42,497 - Ingest -WARNING -load_files method started
2024-02-22 22:14:43,407 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:14:46,996 - root -INFO -Number of records of city table is 28338
2024-02-22 22:14:46,996 - root -INFO -Get the file info from oltp src
2024-02-22 22:14:46,996 - root -INFO -reading file which is of > csv
2024-02-22 22:14:46,997 - root -INFO -Load the presc medicare data
2024-02-22 22:14:46,997 - Ingest -WARNING -load_files method started
2024-02-22 22:14:49,923 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:14:50,957 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:14:50,958 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:14:50,958 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:14:51,406 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:15:00,456 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:15:00,456 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:15:00,456 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:15:00,492 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:15:00,515 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:15:00,527 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:15:00,570 - Data_processing -WARNING -concat first and last name
2024-02-22 22:15:00,598 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:15:00,609 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:15:00,609 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:15:00,634 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:15:02,161 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:15:02,163 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:15:02,163 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:15:02,607 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 22:15:02,609 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 22:15:02,609 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 22:15:02,610 - Validate -INFO -print_schema done, go ....
2024-02-22 22:15:02,610 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 22:15:02,612 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 22:15:02,612 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 22:15:02,612 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 22:15:02,612 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 22:15:02,612 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 22:15:02,612 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 22:15:02,612 - Validate -INFO -print_schema done, go ....
2024-02-22 22:15:02,612 - root -INFO -The app done
2024-02-22 22:15:55,088 - root -INFO -calling spark object
2024-02-22 22:15:55,088 - Create_spark -INFO -master is local[*]
2024-02-22 22:16:01,442 - Create_spark -INFO -Spark object created.....
2024-02-22 22:16:01,442 - root -INFO -Spark object is created!
2024-02-22 22:16:01,442 - root -INFO -Validating spark object
2024-02-22 22:16:01,442 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:16:06,275 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:16:06,276 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:16:06,276 - root -INFO -Get file info from olap src
2024-02-22 22:16:06,276 - root -INFO -reading file which is of > parquet
2024-02-22 22:16:06,276 - root -INFO -Load the cities data
2024-02-22 22:16:06,276 - Ingest -WARNING -load_files method started
2024-02-22 22:16:06,953 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:16:10,415 - root -INFO -Number of records of city table is 28338
2024-02-22 22:16:10,417 - root -INFO -Get the file info from oltp src
2024-02-22 22:16:10,417 - root -INFO -reading file which is of > csv
2024-02-22 22:16:10,417 - root -INFO -Load the presc medicare data
2024-02-22 22:16:10,417 - Ingest -WARNING -load_files method started
2024-02-22 22:16:13,468 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:16:14,531 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:16:14,531 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:16:14,531 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:16:15,196 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:16:24,671 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:16:24,671 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:16:24,671 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:16:24,713 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:16:24,746 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:16:24,764 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:16:24,819 - Data_processing -WARNING -concat first and last name
2024-02-22 22:16:24,848 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:16:24,861 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:16:24,861 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:16:24,887 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:16:26,203 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:16:26,204 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:16:26,204 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:16:26,204 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 22:16:26,205 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 22:16:26,205 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 22:16:26,205 - Validate -INFO -print_schema done, go ....
2024-02-22 22:16:26,205 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 22:16:26,208 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 22:16:26,208 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 22:16:26,208 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 22:16:26,208 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 22:16:26,208 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 22:16:26,208 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 22:16:26,208 - Validate -INFO -print_schema done, go ....
2024-02-22 22:16:26,208 - root -INFO -The app done
2024-02-22 22:20:37,055 - root -INFO -calling spark object
2024-02-22 22:20:37,055 - Create_spark -INFO -master is local[*]
2024-02-22 22:20:42,509 - Create_spark -INFO -Spark object created.....
2024-02-22 22:20:42,509 - root -INFO -Spark object is created!
2024-02-22 22:20:42,509 - root -INFO -Validating spark object
2024-02-22 22:20:42,509 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:20:47,238 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:20:47,238 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:20:47,238 - root -INFO -Get file info from olap src
2024-02-22 22:20:47,238 - root -INFO -reading file which is of > parquet
2024-02-22 22:20:47,238 - root -INFO -Load the cities data
2024-02-22 22:20:47,238 - Ingest -WARNING -load_files method started
2024-02-22 22:20:48,033 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:20:51,182 - root -INFO -Number of records of city table is 28338
2024-02-22 22:20:51,182 - root -INFO -Get the file info from oltp src
2024-02-22 22:20:51,182 - root -INFO -reading file which is of > csv
2024-02-22 22:20:51,182 - root -INFO -Load the presc medicare data
2024-02-22 22:20:51,182 - Ingest -WARNING -load_files method started
2024-02-22 22:20:54,728 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:20:55,778 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:20:55,779 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:20:55,779 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:20:56,333 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:21:04,821 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:21:04,821 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:21:04,821 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:21:04,855 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:21:04,875 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:21:04,886 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:21:04,924 - Data_processing -WARNING -concat first and last name
2024-02-22 22:21:04,943 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:21:04,955 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:21:04,955 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:21:04,977 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:21:06,566 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:21:06,567 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:21:06,567 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:21:06,567 - root -INFO -Showing the report 2!
2024-02-22 22:21:06,567 - Data_transformation -WARNING -executing data_report about the prescriber who has more than 20 yoe and less than 50 yoe and rank top 5 base on their tx_cnt for each state
2024-02-22 22:21:06,815 - root -INFO -The app done
2024-02-22 22:22:47,353 - root -INFO -calling spark object
2024-02-22 22:22:47,353 - Create_spark -INFO -master is local[*]
2024-02-22 22:22:53,648 - Create_spark -INFO -Spark object created.....
2024-02-22 22:22:53,648 - root -INFO -Spark object is created!
2024-02-22 22:22:53,650 - root -INFO -Validating spark object
2024-02-22 22:22:53,650 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:22:59,590 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:22:59,590 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:22:59,590 - root -INFO -Get file info from olap src
2024-02-22 22:22:59,591 - root -INFO -reading file which is of > parquet
2024-02-22 22:22:59,591 - root -INFO -Load the cities data
2024-02-22 22:22:59,591 - Ingest -WARNING -load_files method started
2024-02-22 22:23:00,429 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:23:03,929 - root -INFO -Number of records of city table is 28338
2024-02-22 22:23:03,929 - root -INFO -Get the file info from oltp src
2024-02-22 22:23:03,930 - root -INFO -reading file which is of > csv
2024-02-22 22:23:03,930 - root -INFO -Load the presc medicare data
2024-02-22 22:23:03,930 - Ingest -WARNING -load_files method started
2024-02-22 22:23:06,727 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:23:08,097 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:23:08,097 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:23:08,097 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:23:08,570 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:23:17,553 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:23:17,553 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:23:17,553 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:23:17,598 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:23:17,628 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:23:17,646 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:23:17,730 - Data_processing -WARNING -concat first and last name
2024-02-22 22:23:17,766 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:23:17,782 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:23:17,782 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:23:17,819 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:23:19,246 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:23:19,246 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:23:19,246 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:23:19,501 - root -INFO -Showing the report 2!
2024-02-22 22:23:19,502 - Data_transformation -WARNING -executing data_report about the prescriber who has more than 20 yoe and less than 50 yoe and rank top 5 base on their tx_cnt for each state
2024-02-22 22:23:19,663 - root -INFO -The app done
2024-02-22 22:57:17,446 - root -INFO -calling spark object
2024-02-22 22:57:17,446 - Create_spark -INFO -master is local[*]
2024-02-22 22:57:25,357 - Create_spark -INFO -Spark object created.....
2024-02-22 22:57:25,357 - root -INFO -Spark object is created!
2024-02-22 22:57:25,357 - root -INFO -Validating spark object
2024-02-22 22:57:25,357 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:57:31,600 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:57:31,600 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:57:31,600 - root -INFO -Get file info from olap src
2024-02-22 22:57:31,602 - root -INFO -reading file which is of > parquet
2024-02-22 22:57:31,602 - root -INFO -Load the cities data
2024-02-22 22:57:31,602 - Ingest -WARNING -load_files method started
2024-02-22 22:57:32,555 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:57:36,227 - root -INFO -Number of records of city table is 28338
2024-02-22 22:57:36,227 - root -INFO -Get the file info from oltp src
2024-02-22 22:57:36,229 - root -INFO -reading file which is of > csv
2024-02-22 22:57:36,229 - root -INFO -Load the presc medicare data
2024-02-22 22:57:36,229 - Ingest -WARNING -load_files method started
2024-02-22 22:57:42,904 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:57:45,208 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:57:45,208 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:57:45,208 - Validate -INFO -check for nulls method executing.......for df_sel
2024-02-22 22:57:45,703 - Validate -WARNING -Check_for_nulls executed successfully...
2024-02-22 22:58:05,301 - root -INFO -Cleaning the two dataframe!
2024-02-22 22:58:05,302 - Data_processing -WARNING -data_clean method() started...
2024-02-22 22:58:05,302 - Data_processing -WARNING -selecting required columns and converting some of columns into upper case..
2024-02-22 22:58:05,351 - Data_processing -WARNING -working on OLTP dataset and selecting couple of columns and rename...
2024-02-22 22:58:05,378 - Data_processing -WARNING -Adding a new column to df_presc_sel
2024-02-22 22:58:05,395 - Data_processing -WARNING -converting Year_of_exp string to Int and replacing =
2024-02-22 22:58:05,459 - Data_processing -WARNING -concat first and last name
2024-02-22 22:58:05,488 - Data_processing -WARNING -now dropping presc_lname and presc_fname
2024-02-22 22:58:05,498 - Data_processing -WARNING -now check for null values in all columns
2024-02-22 22:58:05,498 - Data_processing -WARNING -drop the null values in the respective columns....
2024-02-22 22:58:05,522 - Data_processing -WARNING -fill the null values in tx_cnt with the avg values...
2024-02-22 22:58:07,936 - Data_processing -WARNING -successfully droped the null values....
2024-02-22 22:58:07,936 - Data_processing -WARNING -check for the null values cleaned are not ....
2024-02-22 22:58:07,936 - Data_processing -WARNING -data_clean() method executed done, go frwd....
2024-02-22 22:58:08,353 - Validate -WARNING -print schema method executing....df_presc_sel
2024-02-22 22:58:08,355 - Validate -INFO - StructField('presc_id', IntegerType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('presc_city', StringType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('presc_state', StringType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('presc_spclt', StringType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('drug_name', StringType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('tx_cnt', IntegerType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('total_day_supply', IntegerType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('total_drug_cost', DoubleType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('years_of_exp', IntegerType(), True)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('Country_name', StringType(), False)
2024-02-22 22:58:08,355 - Validate -INFO - StructField('presc_fullname', StringType(), False)
2024-02-22 22:58:08,355 - Validate -INFO -print_schema done, go ....
2024-02-22 22:58:08,355 - Validate -WARNING -print schema method executing....df_city_sel
2024-02-22 22:58:08,358 - Validate -INFO - StructField('city', StringType(), True)
2024-02-22 22:58:08,358 - Validate -INFO - StructField('state_id', StringType(), True)
2024-02-22 22:58:08,358 - Validate -INFO - StructField('state_name', StringType(), True)
2024-02-22 22:58:08,358 - Validate -INFO - StructField('county_name', StringType(), True)
2024-02-22 22:58:08,358 - Validate -INFO - StructField('population', IntegerType(), True)
2024-02-22 22:58:08,358 - Validate -INFO - StructField('zips', StringType(), True)
2024-02-22 22:58:08,358 - Validate -INFO -print_schema done, go ....
2024-02-22 22:58:08,358 - root -INFO -Showing the report 1!
2024-02-22 22:58:08,358 - Data_transformation -WARNING -processing the data_report1 about them presc by the city ..
2024-02-22 22:58:08,364 - Data_transformation -WARNING -calculating total zip counts in DataFrame[city: string, state_id: string, state_name: string, county_name: string, population: int, zips: string]
2024-02-22 22:58:08,449 - Data_transformation -WARNING -calculating distinct prescribers and total tx_cnt
2024-02-22 22:58:08,510 - Data_transformation -WARNING -Don't report a city if no prescriber is assigned to it.....lets join df_city_sel and df_presc_grp
2024-02-22 22:58:08,611 - Data_transformation -WARNING -Data_report1 succesfully executed..., go frwd
2024-02-22 22:58:23,969 - root -INFO -Showing the report 2!
2024-02-22 22:58:23,969 - Data_transformation -WARNING -executing data_report about the prescriber who has more than 20 yoe and less than 50 yoe and rank top 5 base on their tx_cnt for each state
2024-02-22 22:58:24,230 - Data_transformation -WARNING -data_report2 method executed...., go
2024-02-22 22:58:32,859 - root -INFO -The app done
2024-02-22 22:59:07,447 - root -INFO -calling spark object
2024-02-22 22:59:07,448 - Create_spark -INFO -master is local[*]
2024-02-22 22:59:14,093 - Create_spark -INFO -Spark object created.....
2024-02-22 22:59:14,093 - root -INFO -Spark object is created!
2024-02-22 22:59:14,093 - root -INFO -Validating spark object
2024-02-22 22:59:14,093 - Validate -WARNING -started the get_current_date method...
2024-02-22 22:59:20,242 - Validate -WARNING -validating spark object with current date-[Row(current_date()=datetime.date(2024, 2, 22))]
2024-02-22 22:59:20,243 - Validate -WARNING -Validation done , go frwd...
2024-02-22 22:59:20,243 - root -INFO -Get file info from olap src
2024-02-22 22:59:20,243 - root -INFO -reading file which is of > parquet
2024-02-22 22:59:20,243 - root -INFO -Load the cities data
2024-02-22 22:59:20,243 - Ingest -WARNING -load_files method started
2024-02-22 22:59:21,343 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:59:25,422 - root -INFO -Number of records of city table is 28338
2024-02-22 22:59:25,423 - root -INFO -Get the file info from oltp src
2024-02-22 22:59:25,423 - root -INFO -reading file which is of > csv
2024-02-22 22:59:25,423 - root -INFO -Load the presc medicare data
2024-02-22 22:59:25,423 - Ingest -WARNING -load_files method started
2024-02-22 22:59:31,135 - Ingest -WARNING -Load_files func done, go fwd..
2024-02-22 22:59:32,799 - root -INFO -Number of records of Presc_medicare table is 1329329
2024-02-22 22:59:32,800 - root -INFO -Count the null value in the presc dataset!
2024-02-22 22:59:32,800 - Validate -INFO -check for nulls method executing.......for df_sel