diff --git a/buildmimic/mysql/mysql_create_tables.sql b/buildmimic/mysql/mysql_create_tables.sql
index 10c6b047a..273a569b0 100644
--- a/buildmimic/mysql/mysql_create_tables.sql
+++ b/buildmimic/mysql/mysql_create_tables.sql
@@ -1,1455 +1,1455 @@
--- ----------------------------------------------------------------
---
--- This is a script to load the MIMIC-III data into MySQL.
--- Version of September 1, 2015, by Peter Szolovits (psz@mit.edu)
---
--- It is derived from a modification of the scripts at
--- https://github.com/MIT-LCP/mimic-code/tree/master/buildmimic/postgres
---
--- The commented-out DROP and CREATE statements are heuristic estimates of the appropriate
--- data types computed by scanning the data in the tables.  These are NOT the actual table
--- definitions, which are instead drawn from the MIMIC-III release.  The LOAD DATA statement
--- are, nevertheless, computed by this same heuristic process.  The only interesting aspects are:
---  1. Empty strings in the .csv files are translated to NULL values in the data; note that in
---     the Oracle exports, some of these are of the form ...,,... and others ...,"",... .
---     We make no distinction.
---  2. The Oracle TIMESTAMP fields are defined as DATETIME.  MySQL's TIMESTAMP data type has a
---     range too small to hold the MIMIC data.
---
--- Number of rows in each table of MIMIC-III import to MySQL:
--- 58976	ADMISSIONS
--- 34499	CALLOUT
--- 8221		CAREGIVERS
--- 257495071	CHARTEVENTS
--- 573146	CPTEVENTS
--- 4486049	DATETIMEEVENTS
--- 651047	DIAGNOSES_ICD
--- 125557	DRGCODES
--- 134		D_CPT
--- 14567	D_ICD_DIAGNOSES
--- 3882		D_ICD_PROCEDURES
--- 15492	D_ITEMS
--- 755		D_LABITEMS
--- 61532	ICUSTAYS
--- 25889251	IOEVENTS
--- 27872575	LABEVENTS
--- 328446	MICROBIOLOGYEVENTS
--- 2426959	NOTEEVENTS
--- 46520	PATIENTS
--- 4156848	PRESCRIPTIONS
--- 240095	PROCEDURES_ICD
--- 73343	SERVICES
--- 261897	TRANSFERS
--- ----------------------------------------------------------------
-
--- ----------------------------------------------------------------
--- Create the database schema
--- ----------------------------------------------------------------
-  DROP SCHEMA IF EXISTS
-  CREATE SCHEMA default character set UTF8;
-
-  -- The below command defines the schema where all tables are created
-  USE MIMICIII;
-
-
--- --------------------------------------------------------
---  DDL for Table ADMISSIONS
--- --------------------------------------------------------
-
-  CREATE TABLE ADMISSIONS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ADMITTIME DATETIME,
-	DISCHTIME DATETIME,
-	DEATHTIME DATETIME,
-	ADMISSION_TYPE VARCHAR(50),
-	ADMISSION_LOCATION VARCHAR(50),
-	DISCHARGE_LOCATION VARCHAR(50),
-	INSURANCE VARCHAR(255),
-	LANGUAGE VARCHAR(10),
-	RELIGION VARCHAR(50),
-	MARITAL_STATUS VARCHAR(50),
-	ETHNICITY VARCHAR(200),
-	DIAGNOSIS VARCHAR(255),
-        HAS_IOEVENTS_DATA SMALLINT,
-        HAS_CHARTEVENTS_DATA SMALLINT
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table CALLOUT
--- --------------------------------------------------------
-
-CREATE TABLE CALLOUT
-    (   ROW_ID INT,
-        SUBJECT_ID INT,
-        HADM_ID INT,
-        SUBMIT_WARDID INT,
-        SUBMIT_CAREUNIT VARCHAR(15),
-        CURR_WARDID INT,
-        CURR_CAREUNIT VARCHAR(15),
-        CALLOUT_WARDID INT,
-        CALLOUT_SERVICE VARCHAR(10),
-        REQUEST_TELE SMALLINT,
-        REQUEST_RESP SMALLINT,
-        REQUEST_CDIFF SMALLINT,
-        REQUEST_MRSA SMALLINT,
-        REQUEST_VRE SMALLINT,
-        CALLOUT_STATUS VARCHAR(20),
-        CALLOUT_OUTCOME VARCHAR(20),
-        DISCHARGE_WARDID INT,
-        ACKNOWLEDGE_STATUS VARCHAR(20),
-        CREATETIME DATETIME,
-        UPDATETIME DATETIME,
-        ACKNOWLEDGETIME DATETIME,
-        OUTCOMETIME DATETIME,
-        FIRSTRESERVATIONTIME DATETIME,
-        CURRENTRESERVATIONTIME DATETIME
-        );
-
--- --------------------------------------------------------
---  DDL for Table CAREGIVERS
--- --------------------------------------------------------
-
-  CREATE TABLE CAREGIVERS
-   (	ROW_ID INT,
-	CGID INT,
-	LABEL VARCHAR(15),
-	DESCRIPTION VARCHAR(30)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table CHARTEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE CHARTEVENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	ITEMID INT,
-	CHARTTIME DATETIME,
-	STORETIME DATETIME,
-	CGID INT,
-	VALUE VARCHAR(255),
-	VALUENUM DOUBLE PRECISION,
-	UOM VARCHAR(50),
-	WARNING INT,
-	ERROR INT,
-	RESULTSTATUS VARCHAR(50),
-	STOPPED VARCHAR(50)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table CPTEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE CPTEVENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	COSTCENTER VARCHAR(10),
-	CHARTDATE DATETIME,
-	CPT_CD VARCHAR(10),
-	CPT_NUMBER INT,
-	CPT_SUFFIX VARCHAR(5),
-	TICKET_ID_SEQ INT,
-	SECTIONHEADER VARCHAR(50),
-	SUBSECTIONHEADER VARCHAR(255),
-	DESCRIPTION VARCHAR(200)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table DATETIMEEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE DATETIMEEVENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	ITEMID INT,
-	CHARTTIME DATETIME,
-	STORETIME DATETIME,
-	CGID INT,
-	VALUE DATETIME,
-	UOM VARCHAR(50),
-	WARNING SMALLINT,
-	ERROR SMALLINT,
-	RESULTSTATUS VARCHAR(50),
-	STOPPED VARCHAR(50)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table DIAGNOSES_ICD
--- --------------------------------------------------------
-
-  CREATE TABLE DIAGNOSES_ICD
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	SEQ_NUM INT,
-	ICD9_CODE VARCHAR(20)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table DRGCODES
--- --------------------------------------------------------
-
-  CREATE TABLE DRGCODES
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	DRG_TYPE VARCHAR(20),
-	DRG_CODE VARCHAR(20),
-	DESCRIPTION VARCHAR(255),
-	DRG_SEVERITY SMALLINT,
-	DRG_MORTALITY SMALLINT
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table D_CPT
--- --------------------------------------------------------
-
-  CREATE TABLE D_CPT
-   (	ROW_ID INT,
-	CATEGORY SMALLINT,
-	SECTIONRANGE VARCHAR(100),
-	SECTIONHEADER VARCHAR(50),
-	SUBSECTIONRANGE VARCHAR(100),
-	SUBSECTIONHEADER VARCHAR(255),
-	CODESUFFIX VARCHAR(5),
-	MINCODEINSUBSECTION INT,
-	MAXCODEINSUBSECTION INT
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table D_ICD_DIAGNOSES
--- --------------------------------------------------------
-
-  CREATE TABLE D_ICD_DIAGNOSES
-   (	ROW_ID INT,
-	ICD9_CODE VARCHAR(10),
-	SHORT_TITLE VARCHAR(50),
-	LONG_TITLE VARCHAR(255)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table D_ICD_PROCEDURES
--- --------------------------------------------------------
-
-  CREATE TABLE D_ICD_PROCEDURES
-   (	ROW_ID INT,
-	ICD9_CODE VARCHAR(10),
-	SHORT_TITLE VARCHAR(50),
-	LONG_TITLE VARCHAR(255)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table D_ITEMS
--- --------------------------------------------------------
-
-  CREATE TABLE D_ITEMS
-   (	ROW_ID INT,
-	ITEMID INT,
-	LABEL VARCHAR(200),
-	ABBREVIATION VARCHAR(100),
-	DBSOURCE VARCHAR(20),
-	LINKSTO VARCHAR(50),
-	CATEGORY VARCHAR(100),
-	UNITNAME VARCHAR(100),
-	PARAM_TYPE VARCHAR(30),
-	LOWNORMALVALUE DOUBLE PRECISION,
-	HIGHNORMALVALUE DOUBLE PRECISION,
-  CONCEPTID INT
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table D_LABITEMS
--- --------------------------------------------------------
-
-  CREATE TABLE D_LABITEMS
-   (	ROW_ID INT,
-	ITEMID INT,
-	LABEL VARCHAR(100),
-	FLUID VARCHAR(100),
-	CATEGORY VARCHAR(100),
-	LOINC_CODE VARCHAR(100)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table ICUSTAYS
--- --------------------------------------------------------
-
-  CREATE TABLE ICUSTAYS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	DBSOURCE VARCHAR(20),
-	FIRST_CAREUNIT VARCHAR(20),
-	LAST_CAREUNIT VARCHAR(20),
-	FIRST_WARDID SMALLINT,
-	LAST_WARDID SMALLINT,
-	INTIME DATETIME,
-	OUTTIME DATETIME,
-	LOS DOUBLE PRECISION,
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table INPUTEVENTS_CV
--- --------------------------------------------------------
-
-  CREATE TABLE INPUTEVENTS_CV
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	CHARTTIME DATETIME,
-	ITEMID INT,
-	AMOUNT DOUBLE PRECISION,
-	AMOUNTUOM VARCHAR(30),
-	RATE DOUBLE PRECISION,
-	RATEUOM VARCHAR(30),
-	STORETIME DATETIME,
-	CGID INT,
-	ORDERID INT,
-	LINKORDERID INT,
-	STOPPED VARCHAR(30),
-	NEWBOTTLE INT,
-	ORIGINALAMOUNT DOUBLE PRECISION,
-	ORIGINALAMOUNTUOM VARCHAR(30),
-	ORIGINALROUTE VARCHAR(30),
-	ORIGINALRATE DOUBLE PRECISION,
-	ORIGINALRATEUOM VARCHAR(30),
-	ORIGINALSITE VARCHAR(30)
-   ) ;
-
-
- -- --------------------------------------------------------
- --  DDL for Table INPUTEVENTS_MV
- -- --------------------------------------------------------
-
-   CREATE TABLE INPUTEVENTS_MV
-    (	ROW_ID INT,
- 	SUBJECT_ID INT,
- 	HADM_ID INT,
- 	ICUSTAY_ID INT,
- 	STARTTIME DATETIME,
- 	ENDTIME DATETIME,
- 	ITEMID INT,
- 	AMOUNT DOUBLE PRECISION,
- 	AMOUNTUOM VARCHAR(30),
- 	RATE DOUBLE PRECISION,
- 	RATEUOM VARCHAR(30),
- 	STORETIME DATETIME,
- 	CGID INT,
- 	ORDERID INT,
- 	LINKORDERID INT,
- 	ORDERCATEGORYNAME VARCHAR(100),
- 	SECONDARYORDERCATEGORYNAME VARCHAR(100),
- 	ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(200),
- 	ORDERCATEGORYDESCRIPTION VARCHAR(50),
- 	PATIENTWEIGHT DOUBLE PRECISION,
- 	TOTALAMOUNT DOUBLE PRECISION,
- 	TOTALAMOUNTEUOM VARCHAR(50),
- 	ISOPENBAG SMALLINT,
- 	CONTINUEINNEXTDEPT SMALLINT,
- 	CANCELREASON SMALLINT,
- 	STATUSDESCRIPTION VARCHAR(30),
- 	COMMENTS_EDITEDBY VARCHAR(30),
- 	COMMENTS_CANCELEDBY VARCHAR(100),
- 	COMMENTS_DATE DATETIME,
- 	ORIGINALAMOUNT DOUBLE PRECISION,
- 	ORIGINALRATE DOUBLE PRECISION
-    ) ;
-
-
--- --------------------------------------------------------
---  DDL for Table LABEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE LABEVENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ITEMID INT,
-	CHARTTIME DATETIME,
-	VALUE VARCHAR(200),
-	VALUENUM DOUBLE PRECISION,
-	UOM VARCHAR(20),
-	FLAG VARCHAR(20)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table MICROBIOLOGYEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE MICROBIOLOGYEVENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	CHARTDATE DATETIME,
-	CHARTTIME DATETIME,
-	SPEC_ITEMID INT,
-	SPEC_TYPE_CD VARCHAR(10),
-	SPEC_TYPE_DESC VARCHAR(100),
-	ORG_ITEMID INT,
-	ORG_CD INT,
-	ORG_NAME VARCHAR(100),
-	ISOLATE_NUM SMALLINT,
-	AB_ITEMID INT,
-	AB_CD INT,
-	AB_NAME VARCHAR(30),
-	DILUTION_TEXT VARCHAR(10),
-	DILUTION_COMPARISON VARCHAR(20),
-	DILUTION_VALUE DOUBLE PRECISION,
-	INTERPRETATION VARCHAR(5)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table NOTEEVENTS
--- --------------------------------------------------------
-
-  CREATE TABLE NOTEEVENTS
-   (	ROW_ID INT,
-	RECORD_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	CHARTDATE DATETIME,
-	CHARTTIME DATETIME,
-	STORETIME DATETIME,
-	CATEGORY VARCHAR(50),
-	DESCRIPTION VARCHAR(255),
-	CGID INT,
-	ISERROR CHAR(1),
-	TEXT TEXT
-   ) ;
-
-
-
--- --------------------------------------------------------
---  DDL for Table OUTPUTEVENTS
--- --------------------------------------------------------
-
- CREATE TABLE OUTPUTEVENTS
-  (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	CHARTTIME DATETIME,
-	ITEMID INT,
-	VALUE DOUBLE PRECISION,
-	VALUEUOM VARCHAR(30),
-	STORETIME DATETIME,
-	CGID INT,
-	STOPPED VARCHAR(30),
-	NEWBOTTLE INT,
-	ISERROR INT
-  ) ;
-
--- --------------------------------------------------------
---  DDL for Table PATIENTS
--- --------------------------------------------------------
-
-  CREATE TABLE PATIENTS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	GENDER VARCHAR(5),
-	DOB DATETIME,
-	DOD DATETIME,
-	DOD_HOSP DATETIME,
-	DOD_SSN DATETIME,
-	HOSPITAL_EXPIRE_FLAG VARCHAR(5)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table PRESCRIPTIONS
--- --------------------------------------------------------
-
-  CREATE TABLE PRESCRIPTIONS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	STARTDATE DATETIME,
-	ENDDATE DATETIME,
-	DRUG_TYPE VARCHAR(100),
-	DRUG VARCHAR(100),
-	DRUG_NAME_POE VARCHAR(100),
-	DRUG_NAME_GENERIC VARCHAR(100),
-	FORMULARY_DRUG_CD VARCHAR(120),
-	GSN VARCHAR(200),
-	NDC VARCHAR(120),
-	PROD_STRENGTH VARCHAR(120),
-	DOSE_VAL_RX VARCHAR(120),
-	DOSE_UNIT_RX VARCHAR(120),
-	FORM_VAL_DISP VARCHAR(120),
-	FORM_UNIT_DISP VARCHAR(120),
-	ROUTE VARCHAR(120)
-   ) ;
-
-
---------------------------------------------------------
---  DDL for Table PROCEDUREEVENTS_MV
---------------------------------------------------------
-
-
- CREATE TABLE PROCEDUREEVENTS_MV
-  (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT
-	ICUSTAY_ID INT,
-	STARTTIME DATETIME,
-	ENDTIME DATETIME,
-	ITEMID INT,
-	VALUE DOUBLE PRECISION,
-	VALUEUOM VARCHAR(30),
-	LOCATION VARCHAR(30),
-	LOCATIONCATEGORY VARCHAR(30),
-	STORETIME DATETIME,
-	CGID INT,
-	ORDERID INT,
-	LINKORDERID INT,
-	ORDERCATEGORYNAME VARCHAR(100),
-	SECONDARYORDERCATEGORYNAME VARCHAR(100),
-	ORDERCATEGORYDESCRIPTION VARCHAR(50),
-	ISOPENBAG SMALLINT,
-	CONTINUEINNEXTDEPT SMALLINT,
-	CANCELREASON SMALLINT,
-	STATUSDESCRIPTION VARCHAR(30),
-	COMMENTS_EDITEDBY VARCHAR(30),
-	COMMENTS_CANCELEDBY VARCHAR(30),
-	COMMENTS_DATE DATETIME
-  ) ;
-
--- --------------------------------------------------------
---  DDL for Table PROCEDURES_ICD
--- --------------------------------------------------------
-
-  CREATE TABLE PROCEDURES_ICD
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	SEQ_NUM INT,
-	ICD9_CODE VARCHAR(20)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table SERVICES
--- --------------------------------------------------------
-
-  CREATE TABLE SERVICES
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	TRANSFERTIME DATETIME,
-	PREV_SERVICE VARCHAR(20),
-	CURR_SERVICE VARCHAR(20)
-   ) ;
-
--- --------------------------------------------------------
---  DDL for Table TRANSFERS
--- --------------------------------------------------------
-
-  CREATE TABLE TRANSFERS
-   (	ROW_ID INT,
-	SUBJECT_ID INT,
-	HADM_ID INT,
-	ICUSTAY_ID INT,
-	DBSOURCE VARCHAR(20),
-	EVENTTYPE VARCHAR(20),
-	PREV_CAREUNIT VARCHAR(20),
-	CURR_CAREUNIT VARCHAR(20),
-	PREV_WARDID SMALLINT,
-	CURR_WARDID SMALLINT,
-	INTIME DATETIME,
-	OUTTIME DATETIME,
-	LOS DOUBLE PRECISION
-   ) ;
-
--- ********************************************************
--- --------------------------------------------------------
---
--- Heuristic table definitions and LOAD DATA statements
---
--- --------------------------------------------------------
-
--- DROP TABLE IF EXISTS ADMISSIONS;
--- CREATE TABLE ADMISSIONS (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    ADMITTIME DATETIME NOT NULL,
---    DISCHTIME DATETIME NOT NULL,
---    DEATHTIME DATETIME,
---    ADMISSION_TYPE VARCHAR(255) NOT NULL,
---    ADMISSION_LOCATION VARCHAR(255) NOT NULL,
---    DISCHARGE_LOCATION VARCHAR(255) NOT NULL,
---    INSURANCE VARCHAR(255) NOT NULL,
---    LANGUAGE VARCHAR(255),
---    RELIGION VARCHAR(255),
---    MARITAL_STATUS VARCHAR(255),
---    ETHNICITY VARCHAR(255) NOT NULL,
---    DIAGNOSIS VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'ADMISSIONS_DATA_TABLE.csv' INTO TABLE ADMISSIONS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ADMITTIME,@DISCHTIME,@DEATHTIME,@ADMISSION_TYPE,@ADMISSION_LOCATION,@DISCHARGE_LOCATION,@INSURANCE,@LANGUAGE,@RELIGION,@MARITAL_STATUS,@ETHNICITY,@DIAGNOSIS,@HAS_IOEVENTS_DATA,@HAS_CHARTEVENTS_DATA)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   ADMITTIME = @ADMITTIME,
-   DISCHTIME = @DISCHTIME,
-   DEATHTIME = IF(@DEATHTIME='', NULL, @DEATHTIME),
-   ADMISSION_TYPE = @ADMISSION_TYPE,
-   ADMISSION_LOCATION = @ADMISSION_LOCATION,
-   DISCHARGE_LOCATION = @DISCHARGE_LOCATION,
-   INSURANCE = @INSURANCE,
-   LANGUAGE = IF(@LANGUAGE='', NULL, @LANGUAGE),
-   RELIGION = IF(@RELIGION='', NULL, @RELIGION),
-   MARITAL_STATUS = IF(@MARITAL_STATUS='', NULL, @MARITAL_STATUS),
-   ETHNICITY = @ETHNICITY,
-   DIAGNOSIS = IF(@DIAGNOSIS='', NULL, @DIAGNOSIS),
-   HAS_IOEVENTS_DATA = @HAS_IOEVENTS_DATA,
-   HAS_CHARTEVENTS_DATA = @HAS_CHARTEVENTS_DATA;
-
--- DROP TABLE IF EXISTS CALLOUT;
--- CREATE TABLE CALLOUT_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBMIT_WARDID TINYINT UNSIGNED,
---    SUBMIT_CAREUNIT VARCHAR(255),
---    CURR_WARDID TINYINT UNSIGNED,
---    CURR_CAREUNIT VARCHAR(255),
---    CALLOUT_WARDID TINYINT UNSIGNED NOT NULL,
---    CALLOUT_SERVICE VARCHAR(255) NOT NULL,
---    REQUEST_TELE TINYINT UNSIGNED NOT NULL,
---    REQUEST_RESP TINYINT UNSIGNED NOT NULL,
---    REQUEST_CDIFF TINYINT UNSIGNED NOT NULL,
---    REQUEST_MRSA TINYINT UNSIGNED NOT NULL,
---    REQUEST_VRE TINYINT UNSIGNED NOT NULL,
---    CALLOUT_STATUS VARCHAR(255) NOT NULL,
---    CALLOUT_OUTCOME VARCHAR(255) NOT NULL,
---    DISCHARGE_WARDID TINYINT UNSIGNED,
---    ACKNOWLEDGE_STATUS VARCHAR(255) NOT NULL,
---    CREATETIME DATETIME NOT NULL,
---    UPDATETIME DATETIME NOT NULL,
---    ACKNOWLEDGETIME DATETIME,
---    OUTCOMETIME DATETIME NOT NULL,
---    FIRSTRESERVATIONTIME DATETIME,
---    CURRENTRESERVATIONTIME DATETIME);
-
-LOAD DATA LOCAL INFILE 'CALLOUT_DATA_TABLE.csv' INTO TABLE CALLOUT
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SUBMIT_WARDID,@SUBMIT_CAREUNIT,@CURR_WARDID,@CURR_CAREUNIT,@CALLOUT_WARDID,@CALLOUT_SERVICE,@REQUEST_TELE,@REQUEST_RESP,@REQUEST_CDIFF,@REQUEST_MRSA,@REQUEST_VRE,@CALLOUT_STATUS,@CALLOUT_OUTCOME,@DISCHARGE_WARDID,@ACKNOWLEDGE_STATUS,@CREATETIME,@UPDATETIME,@ACKNOWLEDGETIME,@OUTCOMETIME,@FIRSTRESERVATIONTIME,@CURRENTRESERVATIONTIME)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   SUBMIT_WARDID = IF(@SUBMIT_WARDID='', NULL, @SUBMIT_WARDID),
-   SUBMIT_CAREUNIT = IF(@SUBMIT_CAREUNIT='', NULL, @SUBMIT_CAREUNIT),
-   CURR_WARDID = IF(@CURR_WARDID='', NULL, @CURR_WARDID),
-   CURR_CAREUNIT = IF(@CURR_CAREUNIT='', NULL, @CURR_CAREUNIT),
-   CALLOUT_WARDID = @CALLOUT_WARDID,
-   CALLOUT_SERVICE = @CALLOUT_SERVICE,
-   REQUEST_TELE = @REQUEST_TELE,
-   REQUEST_RESP = @REQUEST_RESP,
-   REQUEST_CDIFF = @REQUEST_CDIFF,
-   REQUEST_MRSA = @REQUEST_MRSA,
-   REQUEST_VRE = @REQUEST_VRE,
-   CALLOUT_STATUS = @CALLOUT_STATUS,
-   CALLOUT_OUTCOME = @CALLOUT_OUTCOME,
-   DISCHARGE_WARDID = IF(@DISCHARGE_WARDID='', NULL, @DISCHARGE_WARDID),
-   ACKNOWLEDGE_STATUS = @ACKNOWLEDGE_STATUS,
-   CREATETIME = @CREATETIME,
-   UPDATETIME = @UPDATETIME,
-   ACKNOWLEDGETIME = IF(@ACKNOWLEDGETIME='', NULL, @ACKNOWLEDGETIME),
-   OUTCOMETIME = @OUTCOMETIME,
-   FIRSTRESERVATIONTIME = IF(@FIRSTRESERVATIONTIME='', NULL, @FIRSTRESERVATIONTIME),
-   CURRENTRESERVATIONTIME = IF(@CURRENTRESERVATIONTIME='', NULL, @CURRENTRESERVATIONTIME);
-
--- DROP TABLE IF EXISTS CAREGIVERS;
--- CREATE TABLE CAREGIVERS_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    CGID SMALLINT UNSIGNED NOT NULL,
---    LABEL VARCHAR(255),
---    DESCRIPTION VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'CAREGIVERS_DATA_TABLE.csv' INTO TABLE CAREGIVERS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@CGID,@LABEL,@DESCRIPTION)
- SET
-   ROW_ID = @ROW_ID,
-   CGID = @CGID,
-   LABEL = IF(@LABEL='', NULL, @LABEL),
-   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION);
-
--- DROP TABLE IF EXISTS CHARTEVENTS;
--- CREATE TABLE CHARTEVENTS_DATA_TABLE (
---    ROW_ID INT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    ICUSTAY_ID MEDIUMINT UNSIGNED,
---    ITEMID MEDIUMINT UNSIGNED NOT NULL,
---    CHARTTIME DATETIME NOT NULL,
---    STORETIME DATETIME,
---    CGID SMALLINT,
---    VALUE VARCHAR(255),
---    VALUENUM VARCHAR(255),
---    UOM VARCHAR(255),
---    WARNING TINYINT UNSIGNED,
---    ERROR TINYINT UNSIGNED,
---    RESULTSTATUS VARCHAR(255),
---    STOPPED VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'CHARTEVENTS_DATA_TABLE.csv' INTO TABLE CHARTEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@ITEMID,@CHARTTIME,@STORETIME,@CGID,@VALUE,@VALUENUM,@UOM,@WARNING,@ERROR,@RESULTSTATUS,@STOPPED)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-   ITEMID = @ITEMID,
-   CHARTTIME = STR_TO_DATE(@CHARTTIME, '%d-%b-%Y %T'),
-   STORETIME = IF(@STORETIME='', NULL, STR_TO_DATE(@STORETIME, '%d-%b-%Y %T')),
-   CGID = IF(@CGID='', NULL, @CGID),
-   VALUE = IF(@VALUE='', NULL, @VALUE),
-   VALUENUM = IF(@VALUENUM='', NULL, @VALUENUM),
-   UOM = IF(@UOM='', NULL, @UOM),
-   WARNING = IF(@WARNING='', NULL, @WARNING),
-   ERROR = IF(@ERROR='', NULL, @ERROR),
-   RESULTSTATUS = IF(@RESULTSTATUS='', NULL, @RESULTSTATUS),
-   STOPPED = IF(@STOPPED='', NULL, @STOPPED);
-
--- DROP TABLE IF EXISTS CPTEVENTS;
--- CREATE TABLE CPTEVENTS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    COSTCENTER VARCHAR(255) NOT NULL,
---    CHARTDATE DATETIME,
---    CPT_CD VARCHAR(255) NOT NULL,
---    CPT_NUMBER MEDIUMINT UNSIGNED,
---    CPT_SUFFIX VARCHAR(255),
---    TICKET_ID_SEQ SMALLINT UNSIGNED,
---    SECTIONHEADER VARCHAR(255),
---    SUBSECTIONHEADER VARCHAR(255),
---    DESCRIPTION VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'CPTEVENTS_DATA_TABLE.csv' INTO TABLE CPTEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@COSTCENTER,@CHARTDATE,@CPT_CD,@CPT_NUMBER,@CPT_SUFFIX,@TICKET_ID_SEQ,@SECTIONHEADER,@SUBSECTIONHEADER,@DESCRIPTION)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   COSTCENTER = @COSTCENTER,
-   CHARTDATE = IF(@CHARTDATE='', NULL, @CHARTDATE),
-   CPT_CD = @CPT_CD,
-   CPT_NUMBER = IF(@CPT_NUMBER='', NULL, @CPT_NUMBER),
-   CPT_SUFFIX = IF(@CPT_SUFFIX='', NULL, @CPT_SUFFIX),
-   TICKET_ID_SEQ = IF(@TICKET_ID_SEQ='', NULL, @TICKET_ID_SEQ),
-   SECTIONHEADER = IF(@SECTIONHEADER='', NULL, @SECTIONHEADER),
-   SUBSECTIONHEADER = IF(@SUBSECTIONHEADER='', NULL, @SUBSECTIONHEADER),
-   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION);
-
--- DROP TABLE IF EXISTS DATETIMEEVENTS;
--- CREATE TABLE DATETIMEEVENTS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    ICUSTAY_ID MEDIUMINT UNSIGNED,
---    ITEMID MEDIUMINT UNSIGNED NOT NULL,
---    CHARTTIME DATETIME NOT NULL,
---    STORETIME DATETIME NOT NULL,
---    CGID SMALLINT NOT NULL,
---    VALUE DATETIME,
---    UOM VARCHAR(255) NOT NULL,
---    WARNING TINYINT UNSIGNED,
---    ERROR TINYINT UNSIGNED,
---    RESULTSTATUS VARCHAR(255),
---    STOPPED VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'DATETIMEEVENTS_DATA_TABLE.csv' INTO TABLE DATETIMEEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@ITEMID,@CHARTTIME,@STORETIME,@CGID,@VALUE,@UOM,@WARNING,@ERROR,@RESULTSTATUS,@STOPPED)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-   ITEMID = @ITEMID,
-   CHARTTIME = @CHARTTIME,
-   STORETIME = @STORETIME,
-   CGID = @CGID,
-   VALUE = IF(@VALUE='', NULL, @VALUE),
-   UOM = @UOM,
-   WARNING = IF(@WARNING='', NULL, @WARNING),
-   ERROR = IF(@ERROR='', NULL, @ERROR),
-   RESULTSTATUS = IF(@RESULTSTATUS='', NULL, @RESULTSTATUS),
-   STOPPED = IF(@STOPPED='', NULL, @STOPPED);
-
--- DROP TABLE IF EXISTS DIAGNOSES_ICD;
--- CREATE TABLE DIAGNOSES_ICD_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    SEQ_NUM TINYINT UNSIGNED,
---    ICD9_CODE VARCHAR(255),
---    DESCRIPTION VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'DIAGNOSES_ICD_DATA_TABLE.csv' INTO TABLE DIAGNOSES_ICD
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SEQ_NUM,@ICD9_CODE)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   SEQ_NUM = IF(@SEQ_NUM='', NULL, @SEQ_NUM),
-   ICD9_CODE = IF(@ICD9_CODE='', NULL, @ICD9_CODE);
-
--- DROP TABLE IF EXISTS DRGCODES;
--- CREATE TABLE DRGCODES_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    DRG_TYPE VARCHAR(255) NOT NULL,
---    DRG_CODE SMALLINT UNSIGNED NOT NULL,
---    DESCRIPTION VARCHAR(255),
---    DRG_SEVERITY TINYINT UNSIGNED,
---    DRG_MORTALITY TINYINT UNSIGNED);
-
-LOAD DATA LOCAL INFILE 'DRGCODES_DATA_TABLE.csv' INTO TABLE DRGCODES
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@DRG_TYPE,@DRG_CODE,@DESCRIPTION,@DRG_SEVERITY,@DRG_MORTALITY)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   DRG_TYPE = @DRG_TYPE,
-   DRG_CODE = @DRG_CODE,
-   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION),
-   DRG_SEVERITY = IF(@DRG_SEVERITY='', NULL, @DRG_SEVERITY),
-   DRG_MORTALITY = IF(@DRG_MORTALITY='', NULL, @DRG_MORTALITY);
-
--- DROP TABLE IF EXISTS D_CPT;
--- CREATE TABLE D_CPT_DATA_TABLE (
---    ROW_ID TINYINT UNSIGNED NOT NULL,
---    CATEGORY TINYINT UNSIGNED NOT NULL,
---    SECTIONRANGE VARCHAR(255) NOT NULL,
---    SECTIONHEADER VARCHAR(255) NOT NULL,
---    SUBSECTIONRANGE VARCHAR(255) NOT NULL,
---    SUBSECTIONHEADER VARCHAR(255) NOT NULL,
---    CODESUFFIX VARCHAR(255),
---    MINCODEINSUBSECTION MEDIUMINT UNSIGNED NOT NULL,
---    MAXCODEINSUBSECTION MEDIUMINT UNSIGNED NOT NULL);
-
-LOAD DATA LOCAL INFILE 'D_CPT_DATA_TABLE.csv' INTO TABLE D_CPT
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@CATEGORY,@SECTIONRANGE,@SECTIONHEADER,@SUBSECTIONRANGE,@SUBSECTIONHEADER,@CODESUFFIX,@MINCODEINSUBSECTION,@MAXCODEINSUBSECTION)
- SET
-   ROW_ID = @ROW_ID,
-   CATEGORY = @CATEGORY,
-   SECTIONRANGE = @SECTIONRANGE,
-   SECTIONHEADER = @SECTIONHEADER,
-   SUBSECTIONRANGE = @SUBSECTIONRANGE,
-   SUBSECTIONHEADER = @SUBSECTIONHEADER,
-   CODESUFFIX = IF(@CODESUFFIX='', NULL, @CODESUFFIX),
-   MINCODEINSUBSECTION = @MINCODEINSUBSECTION,
-   MAXCODEINSUBSECTION = @MAXCODEINSUBSECTION;
-
--- DROP TABLE IF EXISTS D_ICD_DIAGNOSES;
--- CREATE TABLE D_ICD_DIAGNOSES_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    ICD9_CODE VARCHAR(255) NOT NULL,
---    SHORT_TITLE VARCHAR(255) NOT NULL,
---    LONG_TITLE VARCHAR(255) NOT NULL);
-
-LOAD DATA LOCAL INFILE 'D_ICD_DIAGNOSES_DATA_TABLE.csv' INTO TABLE D_ICD_DIAGNOSES
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@ICD9_CODE,@SHORT_TITLE,@LONG_TITLE)
- SET
-   ROW_ID = @ROW_ID,
-   ICD9_CODE = @ICD9_CODE,
-   SHORT_TITLE = @SHORT_TITLE,
-   LONG_TITLE = @LONG_TITLE;
-
--- DROP TABLE IF EXISTS D_ICD_PROCEDURES;
--- CREATE TABLE D_ICD_PROCEDURES_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    ICD9_CODE SMALLINT UNSIGNED NOT NULL,
---    SHORT_TITLE VARCHAR(255) NOT NULL,
---    LONG_TITLE VARCHAR(255) NOT NULL);
-
-LOAD DATA LOCAL INFILE 'D_ICD_PROCEDURES_DATA_TABLE.csv' INTO TABLE D_ICD_PROCEDURES
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@ICD9_CODE,@SHORT_TITLE,@LONG_TITLE)
- SET
-   ROW_ID = @ROW_ID,
-   ICD9_CODE = @ICD9_CODE,
-   SHORT_TITLE = @SHORT_TITLE,
-   LONG_TITLE = @LONG_TITLE;
-
--- DROP TABLE IF EXISTS D_ITEMS;
--- CREATE TABLE D_ITEMS_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    ITEMID MEDIUMINT UNSIGNED NOT NULL,
---    LABEL VARCHAR(255),
---    ABBREVIATION VARCHAR(255),
---    DBSOURCE VARCHAR(255) NOT NULL,
---    LINKSTO VARCHAR(255) NOT NULL,
---    CODE VARCHAR(255),
---    CATEGORY VARCHAR(255),
---    UNITNAME VARCHAR(255),
---    PARAM_TYPE VARCHAR(255),
---    LOWNORMALVALUE SMALLINT,
---    HIGHNORMALVALUE VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'D_ITEMS_DATA_TABLE.csv' INTO TABLE D_ITEMS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@ITEMID,@LABEL,@ABBREVIATION,@DBSOURCE,@LINKSTO,@CODE,@CATEGORY,@UNITNAME,@PARAM_TYPE,@LOWNORMALVALUE,@HIGHNORMALVALUE)
- SET
-   ROW_ID = @ROW_ID,
-   ITEMID = @ITEMID,
-   LABEL = IF(@LABEL='', NULL, @LABEL),
-   ABBREVIATION = IF(@ABBREVIATION='', NULL, @ABBREVIATION),
-   DBSOURCE = @DBSOURCE,
-   LINKSTO = @LINKSTO,
-   CODE = IF(@CODE='', NULL, @CODE),
-   CATEGORY = IF(@CATEGORY='', NULL, @CATEGORY),
-   UNITNAME = IF(@UNITNAME='', NULL, @UNITNAME),
-   PARAM_TYPE = IF(@PARAM_TYPE='', NULL, @PARAM_TYPE),
-   LOWNORMALVALUE = IF(@LOWNORMALVALUE='', NULL, @LOWNORMALVALUE),
-   HIGHNORMALVALUE = IF(@HIGHNORMALVALUE='', NULL, @HIGHNORMALVALUE);
-
--- DROP TABLE IF EXISTS D_LABITEMS;
--- CREATE TABLE D_LABITEMS_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    ITEMID SMALLINT UNSIGNED NOT NULL,
---    LABEL VARCHAR(255) NOT NULL,
---    FLUID VARCHAR(255) NOT NULL,
---    CATEGORY VARCHAR(255) NOT NULL,
---    LOINC_CODE VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'D_LABITEMS_DATA_TABLE.csv' INTO TABLE D_LABITEMS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@ITEMID,@LABEL,@FLUID,@CATEGORY,@LOINC_CODE)
- SET
-   ROW_ID = @ROW_ID,
-   ITEMID = @ITEMID,
-   LABEL = @LABEL,
-   FLUID = @FLUID,
-   CATEGORY = @CATEGORY,
-   LOINC_CODE = IF(@LOINC_CODE='', NULL, @LOINC_CODE);
-
--- DROP TABLE IF EXISTS ICUSTAYS;
--- CREATE TABLE ICUSTAYS_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    ICUSTAY_ID MEDIUMINT UNSIGNED NOT NULL,
---    DBSOURCE VARCHAR(255) NOT NULL,
---    FIRST_CAREUNIT VARCHAR(255) NOT NULL,
---    LAST_CAREUNIT VARCHAR(255) NOT NULL,
---    FIRST_WARDID TINYINT UNSIGNED NOT NULL,
---    LAST_WARDID TINYINT UNSIGNED NOT NULL,
---    INTIME DATETIME NOT NULL,
---    OUTTIME DATETIME,
---    LOS VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'ICUSTAYS_DATA_TABLE.csv' INTO TABLE ICUSTAYS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@DBSOURCE,@FIRST_CAREUNIT,@LAST_CAREUNIT,@FIRST_WARDID,@LAST_WARDID,@INTIME,@OUTTIME,@LOS)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   ICUSTAY_ID = @ICUSTAY_ID,
-   DBSOURCE = @DBSOURCE,
-   FIRST_CAREUNIT = @FIRST_CAREUNIT,
-   LAST_CAREUNIT = @LAST_CAREUNIT,
-   FIRST_WARDID = @FIRST_WARDID,
-   LAST_WARDID = @LAST_WARDID,
-   INTIME = @INTIME,
-   OUTTIME = IF(@OUTTIME='', NULL, @OUTTIME),
-   LOS = IF(@LOS='', NULL, @LOS);
-
--- DROP TABLE IF EXISTS INPUTEVENTS_CV;
--- CREATE TABLE INPUTEVENTS_CV_DATA_TABLE (
---    ROW_ID INT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    ICUSTAY_ID MEDIUMINT UNSIGNED,
---    CHARTTIME DATETIME NOT NULL,
---    ITEMID MEDIUMINT UNSIGNED NOT NULL,
---    AMOUNT VARCHAR(255),
---    AMOUNTUOM VARCHAR(255),
---    RATE VARCHAR(255),
---    RATEUOM VARCHAR(255),
---    STORETIME DATETIME NOT NULL,
---    CGID SMALLINT,
---    ORDERID INT UNSIGNED,
---    LINKORDERID INT UNSIGNED,
---    STOPPED VARCHAR(255),
---    NEWBOTTLE TINYINT UNSIGNED,
---    ORIGINALAMOUNT VARCHAR(255),
---    ORIGINALAMOUNTUOM VARCHAR(255),
---    ORIGINALROUTE VARCHAR(255),
---    ORIGINALRATE VARCHAR(255),
---    ORIGINALRATEUOM VARCHAR(255),
---    ORIGINALSITE VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'INPUTEVENTS_CV_DATA_TABLE.csv' INTO TABLE INPUTEVENTS_CV
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@CHARTTIME,@ITEMID,@AMOUNT,@AMOUNTUOM,@RATE,@RATEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCOMPONENTTYPEDESCRIPTION,@ORDERCATEGORYDESCRIPTION,@PATIENTWEIGHT,@TOTALVOLUME,@TOTALVOLUMEUOM,@STATUSDESCRIPTION,@STOPPED,@NEWBOTTLE,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@COMMENTS_STATUS,@COMMENTS_TITLE,@COMMENTS_DATE,@ORIGINALCHARTTIME,@ORIGINALAMOUNT,@ORIGINALAMOUNTUOM,@ORIGINALROUTE,@ORIGINALRATE,@ORIGINALRATEUOM,@ORIGINALSITE)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-   CHARTTIME = @CHARTTIME,
-   ITEMID = @ITEMID,
-   AMOUNT = IF(@AMOUNT='', NULL, @AMOUNT),
-   AMOUNTUOM = IF(@AMOUNTUOM='', NULL, @AMOUNTUOM),
-   RATE = IF(@RATE='', NULL, @RATE),
-   RATEUOM = IF(@RATEUOM='', NULL, @RATEUOM),
-   STORETIME = @STORETIME,
-   CGID = IF(@CGID='', NULL, @CGID),
-   ORDERID = IF(@ORDERID='', NULL, @ORDERID),
-   LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
-   STOPPED = IF(@STOPPED='', NULL, @STOPPED),
-   NEWBOTTLE = IF(@NEWBOTTLE='', NULL, @NEWBOTTLE),
-   ORIGINALAMOUNT = IF(@ORIGINALAMOUNT='', NULL, @ORIGINALAMOUNT),
-   ORIGINALAMOUNTUOM = IF(@ORIGINALAMOUNTUOM='', NULL, @ORIGINALAMOUNTUOM),
-   ORIGINALROUTE = IF(@ORIGINALROUTE='', NULL, @ORIGINALROUTE),
-   ORIGINALRATE = IF(@ORIGINALRATE='', NULL, @ORIGINALRATE),
-   ORIGINALRATEUOM = IF(@ORIGINALRATEUOM='', NULL, @ORIGINALRATEUOM),
-   ORIGINALSITE = IF(@ORIGINALSITE='', NULL, @ORIGINALSITE);
-
-
- -- DROP TABLE IF EXISTS INPUTEVENTS_MV;
- -- CREATE TABLE INPUTEVENTS_MV (
- --    ROW_ID INT UNSIGNED NOT NULL,
- --    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
- --    HADM_ID MEDIUMINT UNSIGNED,
- --    ICUSTAY_ID MEDIUMINT UNSIGNED,
- --    STARTTIME DATETIME,
- --    ENDTIME DATETIME NOT NULL,
- --    ITEMID MEDIUMINT UNSIGNED NOT NULL,
- --    AMOUNT VARCHAR(255),
- --    AMOUNTUOM VARCHAR(255),
- --    RATE VARCHAR(255),
- --    RATEUOM VARCHAR(255),
- --    STORETIME DATETIME NOT NULL,
- --    CGID SMALLINT,
- --    ORDERID INT UNSIGNED,
- --    LINKORDERID INT UNSIGNED,
- --    ORDERCATEGORYNAME VARCHAR(255),
- --    SECONDARYORDERCATEGORYNAME VARCHAR(255),
- --    ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(255),
- --    ORDERCATEGORYDESCRIPTION VARCHAR(255),
- --    PATIENTWEIGHT MEDIUMINT UNSIGNED,
- --    TOTALAMOUNT VARCHAR(255),
- --    TOTALAMOUNTUOM VARCHAR(255),
- --    ISOPENBAG TINYINT UNSIGNED,
- --    CONTINUEINNEXTDEPT TINYINT UNSIGNED,
- --    CANCELREASON TINYINT UNSIGNED,
- --    STATUSDESCRIPTION VARCHAR(255),
- --    COMMENTS_EDITEDBY VARCHAR(255),
- --    COMMENTS_CANCELEDBY VARCHAR(255),
- --    COMMENTS_DATE DATETIME,
- --    ORIGINALAMOUNT VARCHAR(255),
- --    ORIGINALRATE VARCHAR(255));
-
- LOAD DATA LOCAL INFILE 'INPUTEVENTS_MV_DATA_TABLE.csv' INTO TABLE INPUTEVENTS_MV
-    FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-    LINES TERMINATED BY '\n'
-    IGNORE 1 LINES
-    (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTTIME,@ENDTIME,@ITEMID,@AMOUNT,@AMOUNTUOM,@RATE,@RATEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCOMPONENTTYPEDESCRIPTION,@ORDERCATEGORYDESCRIPTION,@PATIENTWEIGHT,@TOTALAMOUNT,@TOTALAMOUNTUOM,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@STATUSDESCRIPTION,@COMMENTS_EDITEDBY,@COMMENTS_CANCELEDBY,@COMMENTS_DATE,@ORIGINALAMOUNT,@ORIGINALRATE)
-  SET
-    ROW_ID = @ROW_ID,
-    SUBJECT_ID = @SUBJECT_ID,
-    HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-    ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-    STARTTIME = IF(@STARTTIME='', NULL, @STARTTIME),
-    ENDTIME = @ENDTIME,
-    ITEMID = @ITEMID,
-    AMOUNT = IF(@AMOUNT='', NULL, @AMOUNT),
-    AMOUNTUOM = IF(@AMOUNTUOM='', NULL, @AMOUNTUOM),
-    RATE = IF(@RATE='', NULL, @RATE),
-    RATEUOM = IF(@RATEUOM='', NULL, @RATEUOM),
-    STORETIME = @STORETIME,
-    CGID = IF(@CGID='', NULL, @CGID),
-    ORDERID = IF(@ORDERID='', NULL, @ORDERID),
-    LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
-    ORDERCATEGORYNAME = IF(@ORDERCATEGORYNAME='', NULL, @ORDERCATEGORYNAME),
-    SECONDARYORDERCATEGORYNAME = IF(@SECONDARYORDERCATEGORYNAME='', NULL, @SECONDARYORDERCATEGORYNAME),
-    ORDERCOMPONENTTYPEDESCRIPTION = IF(@ORDERCOMPONENTTYPEDESCRIPTION='', NULL, @ORDERCOMPONENTTYPEDESCRIPTION),
-    ORDERCATEGORYDESCRIPTION = IF(@ORDERCATEGORYDESCRIPTION='', NULL, @ORDERCATEGORYDESCRIPTION),
-    PATIENTWEIGHT = IF(@PATIENTWEIGHT='', NULL, @PATIENTWEIGHT),
-    TOTALAMOUNT = IF(@TOTALAMOUNT='', NULL, @TOTALAMOUNT),
-    TOTALAMOUNTUOM = IF(@TOTALAMOUNTUOM='', NULL, @TOTALAMOUNTUOM),
-    ISOPENBAG = IF(@ISOPENBAG='', NULL, @ISOPENBAG),
-    CONTINUEINNEXTDEPT = IF(@CONTINUEINNEXTDEPT='', NULL, @CONTINUEINNEXTDEPT),
-    CANCELREASON = IF(@CANCELREASON='', NULL, @CANCELREASON),
-    STATUSDESCRIPTION = IF(@STATUSDESCRIPTION='', NULL, @STATUSDESCRIPTION),
-    COMMENTS_EDITEDBY = IF(@COMMENTS_EDITEDBY='', NULL, @COMMENTS_EDITEDBY),
-    COMMENTS_CANCELEDBY = IF(@COMMENTS_CANCELEDBY='', NULL, @COMMENTS_CANCELEDBY),
-    COMMENTS_DATE = IF(@COMMENTS_DATE='', NULL, @COMMENTS_DATE),
-    ORIGINALAMOUNT = IF(@ORIGINALAMOUNT='', NULL, @ORIGINALAMOUNT),
-    ORIGINALRATE = IF(@ORIGINALRATE='', NULL, @ORIGINALRATE);
-
--- DROP TABLE IF EXISTS LABEVENTS;
--- CREATE TABLE LABEVENTS_DATA_TABLE (
---    ROW_ID INT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    ITEMID SMALLINT UNSIGNED NOT NULL,
---    CHARTTIME DATETIME NOT NULL,
---    VALUE VARCHAR(255),
---    VALUENUM VARCHAR(255),
---    UOM VARCHAR(255),
---    FLAG VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'LABEVENTS_DATA_TABLE.csv' INTO TABLE LABEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ITEMID,@CHARTTIME,@VALUE,@VALUENUM,@UOM,@FLAG)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   ITEMID = @ITEMID,
-   CHARTTIME = @CHARTTIME,
-   VALUE = IF(@VALUE='', NULL, @VALUE),
-   VALUENUM = IF(@VALUENUM='', NULL, @VALUENUM),
-   UOM = IF(@UOM='', NULL, @UOM),
-   FLAG = IF(@FLAG='', NULL, @FLAG);
-
--- DROP TABLE IF EXISTS MICROBIOLOGYEVENTS;
--- CREATE TABLE MICROBIOLOGYEVENTS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    CHARTDATE DATETIME NOT NULL,
---    CHARTTIME DATETIME,
---    SPEC_ITEMID MEDIUMINT UNSIGNED,
---    SPEC_TYPE_CD VARCHAR(255) NOT NULL,
---    SPEC_TYPE_DESC VARCHAR(255) NOT NULL,
---    ORG_ITEMID MEDIUMINT UNSIGNED,
---    ORG_CD SMALLINT UNSIGNED NOT NULL,
---    ORG_NAME VARCHAR(255) NOT NULL,
---    ISOLATE_NUM TINYINT UNSIGNED NOT NULL,
---    AB_ITEMID MEDIUMINT UNSIGNED,
---    AB_CD TINYINT UNSIGNED,
---    AB_NAME VARCHAR(255),
---    DILUTION_TEXT VARCHAR(255),
---    DILUTION_COMPARISON VARCHAR(255),
---    DILUTION_VALUE SMALLINT UNSIGNED,
---    INTERPRETATION VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'MICROBIOLOGYEVENTS_DATA_TABLE.csv' INTO TABLE MICROBIOLOGYEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@CHARTDATE,@CHARTTIME,@SPEC_ITEMID,@SPEC_TYPE_CD,@SPEC_TYPE_DESC,@ORG_ITEMID,@ORG_CD,@ORG_NAME,@ISOLATE_NUM,@AB_ITEMID,@AB_CD,@AB_NAME,@DILUTION_TEXT,@DILUTION_COMPARISON,@DILUTION_VALUE,@INTERPRETATION)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   CHARTDATE = @CHARTDATE,
-   CHARTTIME = IF(@CHARTTIME='', NULL, @CHARTTIME),
-   SPEC_ITEMID = IF(@SPEC_ITEMID='', NULL, @SPEC_ITEMID),
-   SPEC_TYPE_CD = @SPEC_TYPE_CD,
-   SPEC_TYPE_DESC = @SPEC_TYPE_DESC,
-   ORG_ITEMID = IF(@ORG_ITEMID='', NULL, @ORG_ITEMID),
-   ORG_CD = @ORG_CD,
-   ORG_NAME = @ORG_NAME,
-   ISOLATE_NUM = @ISOLATE_NUM,
-   AB_ITEMID = IF(@AB_ITEMID='', NULL, @AB_ITEMID),
-   AB_CD = IF(@AB_CD='', NULL, @AB_CD),
-   AB_NAME = IF(@AB_NAME='', NULL, @AB_NAME),
-   DILUTION_TEXT = IF(@DILUTION_TEXT='', NULL, @DILUTION_TEXT),
-   DILUTION_COMPARISON = IF(@DILUTION_COMPARISON='', NULL, @DILUTION_COMPARISON),
-   DILUTION_VALUE = IF(@DILUTION_VALUE='', NULL, @DILUTION_VALUE),
-   INTERPRETATION = IF(@INTERPRETATION='', NULL, @INTERPRETATION);
-
--- DROP TABLE IF EXISTS NOTEEVENTS;
--- CREATE TABLE NOTEEVENTS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    RECORD_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED,
---    CHARTDATE DATETIME,
---    CHARTTIME DATETIME,
---    STORETIME DATETIME,
---    CATEGORY VARCHAR(255) NOT NULL,
---    DESCRIPTION VARCHAR(255) NOT NULL,
---    CGID SMALLINT UNSIGNED,
---    ISERROR TINYINT UNSIGNED,
---    TEXT TEXT);
-
-LOAD DATA LOCAL INFILE 'NOTEEVENTS_DATA_TABLE.csv' INTO TABLE NOTEEVENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@RECORD_ID,@SUBJECT_ID,@HADM_ID,@CHARTDATE,@CHARTTIME,@STORETIME,@CATEGORY,@DESCRIPTION,@CGID,@ISERROR,@TEXT)
- SET
-   ROW_ID = @ROW_ID,
-   RECORD_ID = @RECORD_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-   CHARTDATE = @CHARTDATE,
-   CHARTTIME = IF(@CHARTTIME='', NULL, @CHARTTIME),
-   STORETIME = IF(@STORETIME='', NULL, @STORETIME),
-   CATEGORY = @CATEGORY,
-   DESCRIPTION = @DESCRIPTION,
-   CGID = IF(@CGID='', NULL, @CGID),
-   ISERROR = IF(@ISERROR='', NULL, @ISERROR),
-   TEXT = IF(@TEXT='', NULL, @TEXT);
-
--- DROP TABLE IF EXISTS PATIENTS;
--- CREATE TABLE PATIENTS_DATA_TABLE (
---    ROW_ID SMALLINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    GENDER VARCHAR(255) NOT NULL,
---    DOB VARCHAR(255) NOT NULL,
---    DOD VARCHAR(255) NOT NULL,
---    DOD_HOSP DATETIME,
---    DOD_SSN DATETIME,
---    HOSPITAL_EXPIRE_FLAG VARCHAR(255) NOT NULL);
-
-LOAD DATA LOCAL INFILE 'PATIENTS_DATA_TABLE.csv' INTO TABLE PATIENTS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@GENDER,@DOB,@DOD,@DOD_HOSP,@DOD_SSN,@HOSPITAL_EXPIRE_FLAG)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   GENDER = @GENDER,
-   DOB = @DOB,
-   DOD = @DOD,
-   DOD_HOSP = IF(@DOD_HOSP='', NULL, @DOD_HOSP),
-   DOD_SSN = IF(@DOD_SSN='', NULL, @DOD_SSN),
-   HOSPITAL_EXPIRE_FLAG = @HOSPITAL_EXPIRE_FLAG;
-
--- DROP TABLE IF EXISTS PRESCRIPTIONS;
--- CREATE TABLE PRESCRIPTIONS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    ICUSTAY_ID MEDIUMINT UNSIGNED,
---    STARTTIME DATETIME,
---    ENDTIME DATETIME,
---    DRUG_TYPE VARCHAR(255) NOT NULL,
---    DRUG VARCHAR(255),
---    DRUG_NAME_POE VARCHAR(255),
---    DRUG_NAME_GENERIC VARCHAR(255),
---    FORMULARY_DRUG_CD VARCHAR(255),
---    GSN VARCHAR(255),
---    NDC BIGINT UNSIGNED,
---    PROD_STRENGTH VARCHAR(255),
---    DOSE_VAL_RX VARCHAR(255),
---    DOSE_UNIT_RX VARCHAR(255),
---    FORM_VAL_DISP VARCHAR(255),
---    FORM_UNIT_DISP VARCHAR(255),
---    ROUTE VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'PRESCRIPTIONS_DATA_TABLE.csv' INTO TABLE PRESCRIPTIONS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTDATE,@ENDDATE,@DRUG_TYPE,@DRUG,@DRUG_NAME_POE,@DRUG_NAME_GENERIC,@FORMULARY_DRUG_CD,@GSN,@NDC,@PROD_STRENGTH,@DOSE_VAL_RX,@DOSE_UNIT_RX,@FORM_VAL_DISP,@FORM_UNIT_DISP,@ROUTE)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-   STARTDATE = IF(@STARTDATE='', NULL, @STARTDATE),
-   ENDDATE = IF(@ENDDATE='', NULL, @ENDDATE),
-   DRUG_TYPE = @DRUG_TYPE,
-   DRUG = IF(@DRUG='', NULL, @DRUG),
-   DRUG_NAME_POE = IF(@DRUG_NAME_POE='', NULL, @DRUG_NAME_POE),
-   DRUG_NAME_GENERIC = IF(@DRUG_NAME_GENERIC='', NULL, @DRUG_NAME_GENERIC),
-   FORMULARY_DRUG_CD = IF(@FORMULARY_DRUG_CD='', NULL, @FORMULARY_DRUG_CD),
-   GSN = IF(@GSN='', NULL, @GSN),
-   NDC = IF(@NDC='', NULL, @NDC),
-   PROD_STRENGTH = IF(@PROD_STRENGTH='', NULL, @PROD_STRENGTH),
-   DOSE_VAL_RX = IF(@DOSE_VAL_RX='', NULL, @DOSE_VAL_RX),
-   DOSE_UNIT_RX = IF(@DOSE_UNIT_RX='', NULL, @DOSE_UNIT_RX),
-   FORM_VAL_DISP = IF(@FORM_VAL_DISP='', NULL, @FORM_VAL_DISP),
-   FORM_UNIT_DISP = IF(@FORM_UNIT_DISP='', NULL, @FORM_UNIT_DISP),
-   ROUTE = IF(@ROUTE='', NULL, @ROUTE);
-
--- DROP TABLE IF EXISTS PROCEDUREEVENTS_MV;
---  CREATE TABLE PROCEDUREEVENTS_MV_DATA_TABLE
---   (	ROW_ID INT,
---   SUBJECT_ID INT,
---   HADM_ID INT
---   ICUSTAY_ID INT,
---   STARTTIME DATETIME,
---   ENDTIME DATETIME,
---   ITEMID INT,
---   VALUE DOUBLE PRECISION,
---   VALUEUOM VARCHAR(30),
---   LOCATION VARCHAR(30),
---   LOCATIONCATEGORY VARCHAR(30),
---   STORETIME DATETIME,
---   CGID INT,
---   ORDERID INT,
---   LINKORDERID INT,
---   ORDERCATEGORYNAME VARCHAR(100),
---   SECONDARYORDERCATEGORYNAME VARCHAR(100),
---   ORDERCATEGORYDESCRIPTION VARCHAR(50),
---   ISOPENBAG SMALLINT,
---   CONTINUEINNEXTDEPT SMALLINT,
---   CANCELREASON SMALLINT,
---   STATUSDESCRIPTION VARCHAR(30),
---   COMMENTS_EDITEDBY VARCHAR(30),
---   COMMENTS_CANCELEDBY VARCHAR(30),
---   COMMENTS_DATE DATETIME);
-
-  LOAD DATA LOCAL INFILE 'PROCEDUREEVENTS_MV_DATA_TABLE.csv' INTO TABLE PROCEDUREEVENTS_MV
-     FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-     LINES TERMINATED BY '\n'
-     IGNORE 1 LINES
-     (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTTIME,@ENDTIME,@ITEMID,@VALUE,@VALUEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCATEGORYDESCRIPTION,,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@STATUSDESCRIPTION,@COMMENTS_EDITEDBY,@COMMENTS_CANCELEDBY,@COMMENTS_DATE)
-   SET
-     ROW_ID = @ROW_ID,
-     SUBJECT_ID = @SUBJECT_ID,
-     HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
-     ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-     STARTTIME = IF(@STARTTIME='', NULL, @STARTTIME),
-     ENDTIME = @ENDTIME,
-     ITEMID = @ITEMID,
-     VALUE = IF(@VALUE='', NULL, @VALUE),
-     VALUEUOM = IF(@VALUEUOM='', NULL, @AVALUEUOM),
-     STORETIME = @STORETIME,
-     CGID = IF(@CGID='', NULL, @CGID),
-     ORDERID = IF(@ORDERID='', NULL, @ORDERID),
-     LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
-     ORDERCATEGORYNAME = IF(@ORDERCATEGORYNAME='', NULL, @ORDERCATEGORYNAME),
-     SECONDARYORDERCATEGORYNAME = IF(@SECONDARYORDERCATEGORYNAME='', NULL, @SECONDARYORDERCATEGORYNAME),
-     ORDERCATEGORYDESCRIPTION = IF(@ORDERCATEGORYDESCRIPTION='', NULL, @ORDERCATEGORYDESCRIPTION),
-     ISOPENBAG = IF(@ISOPENBAG='', NULL, @ISOPENBAG),
-     CONTINUEINNEXTDEPT = IF(@CONTINUEINNEXTDEPT='', NULL, @CONTINUEINNEXTDEPT),
-     CANCELREASON = IF(@CANCELREASON='', NULL, @CANCELREASON),
-     STATUSDESCRIPTION = IF(@STATUSDESCRIPTION='', NULL, @STATUSDESCRIPTION),
-     COMMENTS_EDITEDBY = IF(@COMMENTS_EDITEDBY='', NULL, @COMMENTS_EDITEDBY),
-     COMMENTS_CANCELEDBY = IF(@COMMENTS_CANCELEDBY='', NULL, @COMMENTS_CANCELEDBY),
-     COMMENTS_DATE = IF(@COMMENTS_DATE='', NULL, @COMMENTS_DATE);
-
-
--- DROP TABLE IF EXISTS PROCEDURES_ICD;
--- CREATE TABLE PROCEDURES_ICD_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    SEQ_NUM TINYINT UNSIGNED NOT NULL,
---    ICD9_CODE SMALLINT UNSIGNED NOT NULL);
-
-LOAD DATA LOCAL INFILE 'PROCEDURES_ICD_DATA_TABLE.csv' INTO TABLE PROCEDURES_ICD
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SEQ_NUM,@ICD9_CODE)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   SEQ_NUM = @SEQ_NUM,
-   ICD9_CODE = @ICD9_CODE;
-
--- DROP TABLE IF EXISTS SERVICES;
--- CREATE TABLE SERVICES_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    TRANSFERTIME DATETIME NOT NULL,
---    PREV_SERVICE VARCHAR(255),
---    CURR_SERVICE VARCHAR(255) NOT NULL);
-
-LOAD DATA LOCAL INFILE 'SERVICES_DATA_TABLE.csv' INTO TABLE SERVICES
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@TRANSFERTIME,@PREV_SERVICE,@CURR_SERVICE)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   TRANSFERTIME = @TRANSFERTIME,
-   PREV_SERVICE = IF(@PREV_SERVICE='', NULL, @PREV_SERVICE),
-   CURR_SERVICE = @CURR_SERVICE;
-
--- DROP TABLE IF EXISTS TRANSFERS;
--- CREATE TABLE TRANSFERS_DATA_TABLE (
---    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
---    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
---    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
---    ICUSTAY_ID MEDIUMINT UNSIGNED,
---    DBSOURCE VARCHAR(255) NOT NULL,
---    EVENTTYPE VARCHAR(255),
---    PREV_CAREUNIT VARCHAR(255),
---    CURR_CAREUNIT VARCHAR(255),
---    PREV_WARDID TINYINT UNSIGNED,
---    CURR_WARDID TINYINT UNSIGNED,
---    INTIME DATETIME,
---    OUTTIME DATETIME,
---    LOS VARCHAR(255));
-
-LOAD DATA LOCAL INFILE 'TRANSFERS_DATA_TABLE.csv' INTO TABLE TRANSFERS
-   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
-   LINES TERMINATED BY '\n'
-   IGNORE 1 LINES
-   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@DBSOURCE,@EVENTTYPE,@PREV_CAREUNIT,@CURR_CAREUNIT,@PREV_WARDID,@CURR_WARDID,@INTIME,@OUTTIME,@LOS)
- SET
-   ROW_ID = @ROW_ID,
-   SUBJECT_ID = @SUBJECT_ID,
-   HADM_ID = @HADM_ID,
-   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
-   DBSOURCE = @DBSOURCE,
-   EVENTTYPE = IF(@EVENTTYPE='', NULL, @EVENTTYPE),
-   PREV_CAREUNIT = IF(@PREV_CAREUNIT='', NULL, @PREV_CAREUNIT),
-   CURR_CAREUNIT = IF(@CURR_CAREUNIT='', NULL, @CURR_CAREUNIT),
-   PREV_WARDID = IF(@PREV_WARDID='', NULL, @PREV_WARDID),
-   CURR_WARDID = IF(@CURR_WARDID='', NULL, @CURR_WARDID),
-   INTIME = IF(@INTIME='', NULL, @INTIME),
-   OUTTIME = IF(@OUTTIME='', NULL, @OUTTIME),
-   LOS = IF(@LOS='', NULL, @LOS);
+-- ----------------------------------------------------------------
+--
+-- This is a script to load the MIMIC-III data into MySQL.
+-- Version of September 1, 2015, by Peter Szolovits (psz@mit.edu)
+--
+-- It is derived from a modification of the scripts at
+-- https://github.com/MIT-LCP/mimic-code/tree/master/buildmimic/postgres
+--
+-- The commented-out DROP and CREATE statements are heuristic estimates of the appropriate
+-- data types computed by scanning the data in the tables.  These are NOT the actual table
+-- definitions, which are instead drawn from the MIMIC-III release.  The LOAD DATA statement
+-- are, nevertheless, computed by this same heuristic process.  The only interesting aspects are:
+--  1. Empty strings in the .csv files are translated to NULL values in the data; note that in
+--     the Oracle exports, some of these are of the form ...,,... and others ...,"",... .
+--     We make no distinction.
+--  2. The Oracle TIMESTAMP fields are defined as DATETIME.  MySQL's TIMESTAMP data type has a
+--     range too small to hold the MIMIC data.
+--
+-- Number of rows in each table of MIMIC-III import to MySQL:
+-- 58976	ADMISSIONS
+-- 34499	CALLOUT
+-- 8221		CAREGIVERS
+-- 257495071	CHARTEVENTS
+-- 573146	CPTEVENTS
+-- 4486049	DATETIMEEVENTS
+-- 651047	DIAGNOSES_ICD
+-- 125557	DRGCODES
+-- 134		D_CPT
+-- 14567	D_ICD_DIAGNOSES
+-- 3882		D_ICD_PROCEDURES
+-- 15492	D_ITEMS
+-- 755		D_LABITEMS
+-- 61532	ICUSTAYS
+-- 25889251	IOEVENTS
+-- 27872575	LABEVENTS
+-- 328446	MICROBIOLOGYEVENTS
+-- 2426959	NOTEEVENTS
+-- 46520	PATIENTS
+-- 4156848	PRESCRIPTIONS
+-- 240095	PROCEDURES_ICD
+-- 73343	SERVICES
+-- 261897	TRANSFERS
+-- ----------------------------------------------------------------
+
+-- ----------------------------------------------------------------
+-- Create the database schema
+-- ----------------------------------------------------------------
+  DROP SCHEMA IF EXISTS
+  CREATE SCHEMA default character set UTF8;
+
+  -- The below command defines the schema where all tables are created
+  USE MIMICIII;
+
+
+-- --------------------------------------------------------
+--  DDL for Table ADMISSIONS
+-- --------------------------------------------------------
+
+  CREATE TABLE ADMISSIONS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ADMITTIME DATETIME,
+	DISCHTIME DATETIME,
+	DEATHTIME DATETIME,
+	ADMISSION_TYPE VARCHAR(50),
+	ADMISSION_LOCATION VARCHAR(50),
+	DISCHARGE_LOCATION VARCHAR(50),
+	INSURANCE VARCHAR(255),
+	LANGUAGE VARCHAR(10),
+	RELIGION VARCHAR(50),
+	MARITAL_STATUS VARCHAR(50),
+	ETHNICITY VARCHAR(200),
+	DIAGNOSIS VARCHAR(255),
+        HAS_IOEVENTS_DATA SMALLINT,
+        HAS_CHARTEVENTS_DATA SMALLINT
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table CALLOUT
+-- --------------------------------------------------------
+
+CREATE TABLE CALLOUT
+    (   ROW_ID INT,
+        SUBJECT_ID INT,
+        HADM_ID INT,
+        SUBMIT_WARDID INT,
+        SUBMIT_CAREUNIT VARCHAR(15),
+        CURR_WARDID INT,
+        CURR_CAREUNIT VARCHAR(15),
+        CALLOUT_WARDID INT,
+        CALLOUT_SERVICE VARCHAR(10),
+        REQUEST_TELE SMALLINT,
+        REQUEST_RESP SMALLINT,
+        REQUEST_CDIFF SMALLINT,
+        REQUEST_MRSA SMALLINT,
+        REQUEST_VRE SMALLINT,
+        CALLOUT_STATUS VARCHAR(20),
+        CALLOUT_OUTCOME VARCHAR(20),
+        DISCHARGE_WARDID INT,
+        ACKNOWLEDGE_STATUS VARCHAR(20),
+        CREATETIME DATETIME,
+        UPDATETIME DATETIME,
+        ACKNOWLEDGETIME DATETIME,
+        OUTCOMETIME DATETIME,
+        FIRSTRESERVATIONTIME DATETIME,
+        CURRENTRESERVATIONTIME DATETIME
+        );
+
+-- --------------------------------------------------------
+--  DDL for Table CAREGIVERS
+-- --------------------------------------------------------
+
+  CREATE TABLE CAREGIVERS
+   (	ROW_ID INT,
+	CGID INT,
+	LABEL VARCHAR(15),
+	DESCRIPTION VARCHAR(30)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table CHARTEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE CHARTEVENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	ITEMID INT,
+	CHARTTIME DATETIME,
+	STORETIME DATETIME,
+	CGID INT,
+	VALUE VARCHAR(255),
+	VALUENUM DOUBLE PRECISION,
+	UOM VARCHAR(50),
+	WARNING INT,
+	ERROR INT,
+	RESULTSTATUS VARCHAR(50),
+	STOPPED VARCHAR(50)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table CPTEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE CPTEVENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	COSTCENTER VARCHAR(10),
+	CHARTDATE DATETIME,
+	CPT_CD VARCHAR(10),
+	CPT_NUMBER INT,
+	CPT_SUFFIX VARCHAR(5),
+	TICKET_ID_SEQ INT,
+	SECTIONHEADER VARCHAR(50),
+	SUBSECTIONHEADER VARCHAR(255),
+	DESCRIPTION VARCHAR(200)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table DATETIMEEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE DATETIMEEVENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	ITEMID INT,
+	CHARTTIME DATETIME,
+	STORETIME DATETIME,
+	CGID INT,
+	VALUE DATETIME,
+	UOM VARCHAR(50),
+	WARNING SMALLINT,
+	ERROR SMALLINT,
+	RESULTSTATUS VARCHAR(50),
+	STOPPED VARCHAR(50)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table DIAGNOSES_ICD
+-- --------------------------------------------------------
+
+  CREATE TABLE DIAGNOSES_ICD
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	SEQ_NUM INT,
+	ICD9_CODE VARCHAR(20)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table DRGCODES
+-- --------------------------------------------------------
+
+  CREATE TABLE DRGCODES
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	DRG_TYPE VARCHAR(20),
+	DRG_CODE VARCHAR(20),
+	DESCRIPTION VARCHAR(255),
+	DRG_SEVERITY SMALLINT,
+	DRG_MORTALITY SMALLINT
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table D_CPT
+-- --------------------------------------------------------
+
+  CREATE TABLE D_CPT
+   (	ROW_ID INT,
+	CATEGORY SMALLINT,
+	SECTIONRANGE VARCHAR(100),
+	SECTIONHEADER VARCHAR(50),
+	SUBSECTIONRANGE VARCHAR(100),
+	SUBSECTIONHEADER VARCHAR(255),
+	CODESUFFIX VARCHAR(5),
+	MINCODEINSUBSECTION INT,
+	MAXCODEINSUBSECTION INT
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table D_ICD_DIAGNOSES
+-- --------------------------------------------------------
+
+  CREATE TABLE D_ICD_DIAGNOSES
+   (	ROW_ID INT,
+	ICD9_CODE VARCHAR(10),
+	SHORT_TITLE VARCHAR(50),
+	LONG_TITLE VARCHAR(255)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table D_ICD_PROCEDURES
+-- --------------------------------------------------------
+
+  CREATE TABLE D_ICD_PROCEDURES
+   (	ROW_ID INT,
+	ICD9_CODE VARCHAR(10),
+	SHORT_TITLE VARCHAR(50),
+	LONG_TITLE VARCHAR(255)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table D_ITEMS
+-- --------------------------------------------------------
+
+  CREATE TABLE D_ITEMS
+   (	ROW_ID INT,
+	ITEMID INT,
+	LABEL VARCHAR(200),
+	ABBREVIATION VARCHAR(100),
+	DBSOURCE VARCHAR(20),
+	LINKSTO VARCHAR(50),
+	CATEGORY VARCHAR(100),
+	UNITNAME VARCHAR(100),
+	PARAM_TYPE VARCHAR(30),
+	LOWNORMALVALUE DOUBLE PRECISION,
+	HIGHNORMALVALUE DOUBLE PRECISION,
+  CONCEPTID INT
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table D_LABITEMS
+-- --------------------------------------------------------
+
+  CREATE TABLE D_LABITEMS
+   (	ROW_ID INT,
+	ITEMID INT,
+	LABEL VARCHAR(100),
+	FLUID VARCHAR(100),
+	CATEGORY VARCHAR(100),
+	LOINC_CODE VARCHAR(100)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table ICUSTAYS
+-- --------------------------------------------------------
+
+  CREATE TABLE ICUSTAYS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	DBSOURCE VARCHAR(20),
+	FIRST_CAREUNIT VARCHAR(20),
+	LAST_CAREUNIT VARCHAR(20),
+	FIRST_WARDID SMALLINT,
+	LAST_WARDID SMALLINT,
+	INTIME DATETIME,
+	OUTTIME DATETIME,
+	LOS DOUBLE PRECISION,
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table INPUTEVENTS_CV
+-- --------------------------------------------------------
+
+  CREATE TABLE INPUTEVENTS_CV
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	CHARTTIME DATETIME,
+	ITEMID INT,
+	AMOUNT DOUBLE PRECISION,
+	AMOUNTUOM VARCHAR(30),
+	RATE DOUBLE PRECISION,
+	RATEUOM VARCHAR(30),
+	STORETIME DATETIME,
+	CGID INT,
+	ORDERID INT,
+	LINKORDERID INT,
+	STOPPED VARCHAR(30),
+	NEWBOTTLE INT,
+	ORIGINALAMOUNT DOUBLE PRECISION,
+	ORIGINALAMOUNTUOM VARCHAR(30),
+	ORIGINALROUTE VARCHAR(30),
+	ORIGINALRATE DOUBLE PRECISION,
+	ORIGINALRATEUOM VARCHAR(30),
+	ORIGINALSITE VARCHAR(30)
+   ) ;
+
+
+ -- --------------------------------------------------------
+ --  DDL for Table INPUTEVENTS_MV
+ -- --------------------------------------------------------
+
+   CREATE TABLE INPUTEVENTS_MV
+    (	ROW_ID INT,
+ 	SUBJECT_ID INT,
+ 	HADM_ID INT,
+ 	ICUSTAY_ID INT,
+ 	STARTTIME DATETIME,
+ 	ENDTIME DATETIME,
+ 	ITEMID INT,
+ 	AMOUNT DOUBLE PRECISION,
+ 	AMOUNTUOM VARCHAR(30),
+ 	RATE DOUBLE PRECISION,
+ 	RATEUOM VARCHAR(30),
+ 	STORETIME DATETIME,
+ 	CGID INT,
+ 	ORDERID INT,
+ 	LINKORDERID INT,
+ 	ORDERCATEGORYNAME VARCHAR(100),
+ 	SECONDARYORDERCATEGORYNAME VARCHAR(100),
+ 	ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(200),
+ 	ORDERCATEGORYDESCRIPTION VARCHAR(50),
+ 	PATIENTWEIGHT DOUBLE PRECISION,
+ 	TOTALAMOUNT DOUBLE PRECISION,
+ 	TOTALAMOUNTEUOM VARCHAR(50),
+ 	ISOPENBAG SMALLINT,
+ 	CONTINUEINNEXTDEPT SMALLINT,
+ 	CANCELREASON SMALLINT,
+ 	STATUSDESCRIPTION VARCHAR(30),
+ 	COMMENTS_EDITEDBY VARCHAR(30),
+ 	COMMENTS_CANCELEDBY VARCHAR(100),
+ 	COMMENTS_DATE DATETIME,
+ 	ORIGINALAMOUNT DOUBLE PRECISION,
+ 	ORIGINALRATE DOUBLE PRECISION
+    ) ;
+
+
+-- --------------------------------------------------------
+--  DDL for Table LABEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE LABEVENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ITEMID INT,
+	CHARTTIME DATETIME,
+	VALUE VARCHAR(200),
+	VALUENUM DOUBLE PRECISION,
+	UOM VARCHAR(20),
+	FLAG VARCHAR(20)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table MICROBIOLOGYEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE MICROBIOLOGYEVENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	CHARTDATE DATETIME,
+	CHARTTIME DATETIME,
+	SPEC_ITEMID INT,
+	SPEC_TYPE_CD VARCHAR(10),
+	SPEC_TYPE_DESC VARCHAR(100),
+	ORG_ITEMID INT,
+	ORG_CD INT,
+	ORG_NAME VARCHAR(100),
+	ISOLATE_NUM SMALLINT,
+	AB_ITEMID INT,
+	AB_CD INT,
+	AB_NAME VARCHAR(30),
+	DILUTION_TEXT VARCHAR(10),
+	DILUTION_COMPARISON VARCHAR(20),
+	DILUTION_VALUE DOUBLE PRECISION,
+	INTERPRETATION VARCHAR(5)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table NOTEEVENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE NOTEEVENTS
+   (	ROW_ID INT,
+	RECORD_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	CHARTDATE DATETIME,
+	CHARTTIME DATETIME,
+	STORETIME DATETIME,
+	CATEGORY VARCHAR(50),
+	DESCRIPTION VARCHAR(255),
+	CGID INT,
+	ISERROR CHAR(1),
+	TEXT TEXT
+   ) ;
+
+
+
+-- --------------------------------------------------------
+--  DDL for Table OUTPUTEVENTS
+-- --------------------------------------------------------
+
+ CREATE TABLE OUTPUTEVENTS
+  (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	CHARTTIME DATETIME,
+	ITEMID INT,
+	VALUE DOUBLE PRECISION,
+	VALUEUOM VARCHAR(30),
+	STORETIME DATETIME,
+	CGID INT,
+	STOPPED VARCHAR(30),
+	NEWBOTTLE INT,
+	ISERROR INT
+  ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table PATIENTS
+-- --------------------------------------------------------
+
+  CREATE TABLE PATIENTS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	GENDER VARCHAR(5),
+	DOB DATETIME,
+	DOD DATETIME,
+	DOD_HOSP DATETIME,
+	DOD_SSN DATETIME,
+	HOSPITAL_EXPIRE_FLAG VARCHAR(5)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table PRESCRIPTIONS
+-- --------------------------------------------------------
+
+  CREATE TABLE PRESCRIPTIONS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	STARTDATE DATETIME,
+	ENDDATE DATETIME,
+	DRUG_TYPE VARCHAR(100),
+	DRUG VARCHAR(100),
+	DRUG_NAME_POE VARCHAR(100),
+	DRUG_NAME_GENERIC VARCHAR(100),
+	FORMULARY_DRUG_CD VARCHAR(120),
+	GSN VARCHAR(200),
+	NDC VARCHAR(120),
+	PROD_STRENGTH VARCHAR(120),
+	DOSE_VAL_RX VARCHAR(120),
+	DOSE_UNIT_RX VARCHAR(120),
+	FORM_VAL_DISP VARCHAR(120),
+	FORM_UNIT_DISP VARCHAR(120),
+	ROUTE VARCHAR(120)
+   ) ;
+
+
+--------------------------------------------------------
+--  DDL for Table PROCEDUREEVENTS_MV
+--------------------------------------------------------
+
+
+ CREATE TABLE PROCEDUREEVENTS_MV
+  (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT
+	ICUSTAY_ID INT,
+	STARTTIME DATETIME,
+	ENDTIME DATETIME,
+	ITEMID INT,
+	VALUE DOUBLE PRECISION,
+	VALUEUOM VARCHAR(30),
+	LOCATION VARCHAR(30),
+	LOCATIONCATEGORY VARCHAR(30),
+	STORETIME DATETIME,
+	CGID INT,
+	ORDERID INT,
+	LINKORDERID INT,
+	ORDERCATEGORYNAME VARCHAR(100),
+	SECONDARYORDERCATEGORYNAME VARCHAR(100),
+	ORDERCATEGORYDESCRIPTION VARCHAR(50),
+	ISOPENBAG SMALLINT,
+	CONTINUEINNEXTDEPT SMALLINT,
+	CANCELREASON SMALLINT,
+	STATUSDESCRIPTION VARCHAR(30),
+	COMMENTS_EDITEDBY VARCHAR(30),
+	COMMENTS_CANCELEDBY VARCHAR(30),
+	COMMENTS_DATE DATETIME
+  ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table PROCEDURES_ICD
+-- --------------------------------------------------------
+
+  CREATE TABLE PROCEDURES_ICD
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	SEQ_NUM INT,
+	ICD9_CODE VARCHAR(20)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table SERVICES
+-- --------------------------------------------------------
+
+  CREATE TABLE SERVICES
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	TRANSFERTIME DATETIME,
+	PREV_SERVICE VARCHAR(20),
+	CURR_SERVICE VARCHAR(20)
+   ) ;
+
+-- --------------------------------------------------------
+--  DDL for Table TRANSFERS
+-- --------------------------------------------------------
+
+  CREATE TABLE TRANSFERS
+   (	ROW_ID INT,
+	SUBJECT_ID INT,
+	HADM_ID INT,
+	ICUSTAY_ID INT,
+	DBSOURCE VARCHAR(20),
+	EVENTTYPE VARCHAR(20),
+	PREV_CAREUNIT VARCHAR(20),
+	CURR_CAREUNIT VARCHAR(20),
+	PREV_WARDID SMALLINT,
+	CURR_WARDID SMALLINT,
+	INTIME DATETIME,
+	OUTTIME DATETIME,
+	LOS DOUBLE PRECISION
+   ) ;
+
+-- ********************************************************
+-- --------------------------------------------------------
+--
+-- Heuristic table definitions and LOAD DATA statements
+--
+-- --------------------------------------------------------
+
+-- DROP TABLE IF EXISTS ADMISSIONS;
+-- CREATE TABLE ADMISSIONS (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    ADMITTIME DATETIME NOT NULL,
+--    DISCHTIME DATETIME NOT NULL,
+--    DEATHTIME DATETIME,
+--    ADMISSION_TYPE VARCHAR(255) NOT NULL,
+--    ADMISSION_LOCATION VARCHAR(255) NOT NULL,
+--    DISCHARGE_LOCATION VARCHAR(255) NOT NULL,
+--    INSURANCE VARCHAR(255) NOT NULL,
+--    LANGUAGE VARCHAR(255),
+--    RELIGION VARCHAR(255),
+--    MARITAL_STATUS VARCHAR(255),
+--    ETHNICITY VARCHAR(255) NOT NULL,
+--    DIAGNOSIS VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'ADMISSIONS_DATA_TABLE.csv' INTO TABLE ADMISSIONS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ADMITTIME,@DISCHTIME,@DEATHTIME,@ADMISSION_TYPE,@ADMISSION_LOCATION,@DISCHARGE_LOCATION,@INSURANCE,@LANGUAGE,@RELIGION,@MARITAL_STATUS,@ETHNICITY,@DIAGNOSIS,@HAS_IOEVENTS_DATA,@HAS_CHARTEVENTS_DATA)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   ADMITTIME = @ADMITTIME,
+   DISCHTIME = @DISCHTIME,
+   DEATHTIME = IF(@DEATHTIME='', NULL, @DEATHTIME),
+   ADMISSION_TYPE = @ADMISSION_TYPE,
+   ADMISSION_LOCATION = @ADMISSION_LOCATION,
+   DISCHARGE_LOCATION = @DISCHARGE_LOCATION,
+   INSURANCE = @INSURANCE,
+   LANGUAGE = IF(@LANGUAGE='', NULL, @LANGUAGE),
+   RELIGION = IF(@RELIGION='', NULL, @RELIGION),
+   MARITAL_STATUS = IF(@MARITAL_STATUS='', NULL, @MARITAL_STATUS),
+   ETHNICITY = @ETHNICITY,
+   DIAGNOSIS = IF(@DIAGNOSIS='', NULL, @DIAGNOSIS),
+   HAS_IOEVENTS_DATA = @HAS_IOEVENTS_DATA,
+   HAS_CHARTEVENTS_DATA = @HAS_CHARTEVENTS_DATA;
+
+-- DROP TABLE IF EXISTS CALLOUT;
+-- CREATE TABLE CALLOUT_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBMIT_WARDID TINYINT UNSIGNED,
+--    SUBMIT_CAREUNIT VARCHAR(255),
+--    CURR_WARDID TINYINT UNSIGNED,
+--    CURR_CAREUNIT VARCHAR(255),
+--    CALLOUT_WARDID TINYINT UNSIGNED NOT NULL,
+--    CALLOUT_SERVICE VARCHAR(255) NOT NULL,
+--    REQUEST_TELE TINYINT UNSIGNED NOT NULL,
+--    REQUEST_RESP TINYINT UNSIGNED NOT NULL,
+--    REQUEST_CDIFF TINYINT UNSIGNED NOT NULL,
+--    REQUEST_MRSA TINYINT UNSIGNED NOT NULL,
+--    REQUEST_VRE TINYINT UNSIGNED NOT NULL,
+--    CALLOUT_STATUS VARCHAR(255) NOT NULL,
+--    CALLOUT_OUTCOME VARCHAR(255) NOT NULL,
+--    DISCHARGE_WARDID TINYINT UNSIGNED,
+--    ACKNOWLEDGE_STATUS VARCHAR(255) NOT NULL,
+--    CREATETIME DATETIME NOT NULL,
+--    UPDATETIME DATETIME NOT NULL,
+--    ACKNOWLEDGETIME DATETIME,
+--    OUTCOMETIME DATETIME NOT NULL,
+--    FIRSTRESERVATIONTIME DATETIME,
+--    CURRENTRESERVATIONTIME DATETIME);
+
+LOAD DATA LOCAL INFILE 'CALLOUT_DATA_TABLE.csv' INTO TABLE CALLOUT
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SUBMIT_WARDID,@SUBMIT_CAREUNIT,@CURR_WARDID,@CURR_CAREUNIT,@CALLOUT_WARDID,@CALLOUT_SERVICE,@REQUEST_TELE,@REQUEST_RESP,@REQUEST_CDIFF,@REQUEST_MRSA,@REQUEST_VRE,@CALLOUT_STATUS,@CALLOUT_OUTCOME,@DISCHARGE_WARDID,@ACKNOWLEDGE_STATUS,@CREATETIME,@UPDATETIME,@ACKNOWLEDGETIME,@OUTCOMETIME,@FIRSTRESERVATIONTIME,@CURRENTRESERVATIONTIME)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   SUBMIT_WARDID = IF(@SUBMIT_WARDID='', NULL, @SUBMIT_WARDID),
+   SUBMIT_CAREUNIT = IF(@SUBMIT_CAREUNIT='', NULL, @SUBMIT_CAREUNIT),
+   CURR_WARDID = IF(@CURR_WARDID='', NULL, @CURR_WARDID),
+   CURR_CAREUNIT = IF(@CURR_CAREUNIT='', NULL, @CURR_CAREUNIT),
+   CALLOUT_WARDID = @CALLOUT_WARDID,
+   CALLOUT_SERVICE = @CALLOUT_SERVICE,
+   REQUEST_TELE = @REQUEST_TELE,
+   REQUEST_RESP = @REQUEST_RESP,
+   REQUEST_CDIFF = @REQUEST_CDIFF,
+   REQUEST_MRSA = @REQUEST_MRSA,
+   REQUEST_VRE = @REQUEST_VRE,
+   CALLOUT_STATUS = @CALLOUT_STATUS,
+   CALLOUT_OUTCOME = @CALLOUT_OUTCOME,
+   DISCHARGE_WARDID = IF(@DISCHARGE_WARDID='', NULL, @DISCHARGE_WARDID),
+   ACKNOWLEDGE_STATUS = @ACKNOWLEDGE_STATUS,
+   CREATETIME = @CREATETIME,
+   UPDATETIME = @UPDATETIME,
+   ACKNOWLEDGETIME = IF(@ACKNOWLEDGETIME='', NULL, @ACKNOWLEDGETIME),
+   OUTCOMETIME = @OUTCOMETIME,
+   FIRSTRESERVATIONTIME = IF(@FIRSTRESERVATIONTIME='', NULL, @FIRSTRESERVATIONTIME),
+   CURRENTRESERVATIONTIME = IF(@CURRENTRESERVATIONTIME='', NULL, @CURRENTRESERVATIONTIME);
+
+-- DROP TABLE IF EXISTS CAREGIVERS;
+-- CREATE TABLE CAREGIVERS_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    CGID SMALLINT UNSIGNED NOT NULL,
+--    LABEL VARCHAR(255),
+--    DESCRIPTION VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'CAREGIVERS_DATA_TABLE.csv' INTO TABLE CAREGIVERS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@CGID,@LABEL,@DESCRIPTION)
+ SET
+   ROW_ID = @ROW_ID,
+   CGID = @CGID,
+   LABEL = IF(@LABEL='', NULL, @LABEL),
+   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION);
+
+-- DROP TABLE IF EXISTS CHARTEVENTS;
+-- CREATE TABLE CHARTEVENTS_DATA_TABLE (
+--    ROW_ID INT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED,
+--    ITEMID MEDIUMINT UNSIGNED NOT NULL,
+--    CHARTTIME DATETIME NOT NULL,
+--    STORETIME DATETIME,
+--    CGID SMALLINT,
+--    VALUE VARCHAR(255),
+--    VALUENUM VARCHAR(255),
+--    UOM VARCHAR(255),
+--    WARNING TINYINT UNSIGNED,
+--    ERROR TINYINT UNSIGNED,
+--    RESULTSTATUS VARCHAR(255),
+--    STOPPED VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'CHARTEVENTS_DATA_TABLE.csv' INTO TABLE CHARTEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@ITEMID,@CHARTTIME,@STORETIME,@CGID,@VALUE,@VALUENUM,@UOM,@WARNING,@ERROR,@RESULTSTATUS,@STOPPED)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+   ITEMID = @ITEMID,
+   CHARTTIME = STR_TO_DATE(@CHARTTIME, '%d-%b-%Y %T'),
+   STORETIME = IF(@STORETIME='', NULL, STR_TO_DATE(@STORETIME, '%d-%b-%Y %T')),
+   CGID = IF(@CGID='', NULL, @CGID),
+   VALUE = IF(@VALUE='', NULL, @VALUE),
+   VALUENUM = IF(@VALUENUM='', NULL, @VALUENUM),
+   UOM = IF(@UOM='', NULL, @UOM),
+   WARNING = IF(@WARNING='', NULL, @WARNING),
+   ERROR = IF(@ERROR='', NULL, @ERROR),
+   RESULTSTATUS = IF(@RESULTSTATUS='', NULL, @RESULTSTATUS),
+   STOPPED = IF(@STOPPED='', NULL, @STOPPED);
+
+-- DROP TABLE IF EXISTS CPTEVENTS;
+-- CREATE TABLE CPTEVENTS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    COSTCENTER VARCHAR(255) NOT NULL,
+--    CHARTDATE DATETIME,
+--    CPT_CD VARCHAR(255) NOT NULL,
+--    CPT_NUMBER MEDIUMINT UNSIGNED,
+--    CPT_SUFFIX VARCHAR(255),
+--    TICKET_ID_SEQ SMALLINT UNSIGNED,
+--    SECTIONHEADER VARCHAR(255),
+--    SUBSECTIONHEADER VARCHAR(255),
+--    DESCRIPTION VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'CPTEVENTS_DATA_TABLE.csv' INTO TABLE CPTEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@COSTCENTER,@CHARTDATE,@CPT_CD,@CPT_NUMBER,@CPT_SUFFIX,@TICKET_ID_SEQ,@SECTIONHEADER,@SUBSECTIONHEADER,@DESCRIPTION)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   COSTCENTER = @COSTCENTER,
+   CHARTDATE = IF(@CHARTDATE='', NULL, @CHARTDATE),
+   CPT_CD = @CPT_CD,
+   CPT_NUMBER = IF(@CPT_NUMBER='', NULL, @CPT_NUMBER),
+   CPT_SUFFIX = IF(@CPT_SUFFIX='', NULL, @CPT_SUFFIX),
+   TICKET_ID_SEQ = IF(@TICKET_ID_SEQ='', NULL, @TICKET_ID_SEQ),
+   SECTIONHEADER = IF(@SECTIONHEADER='', NULL, @SECTIONHEADER),
+   SUBSECTIONHEADER = IF(@SUBSECTIONHEADER='', NULL, @SUBSECTIONHEADER),
+   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION);
+
+-- DROP TABLE IF EXISTS DATETIMEEVENTS;
+-- CREATE TABLE DATETIMEEVENTS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED,
+--    ITEMID MEDIUMINT UNSIGNED NOT NULL,
+--    CHARTTIME DATETIME NOT NULL,
+--    STORETIME DATETIME NOT NULL,
+--    CGID SMALLINT NOT NULL,
+--    VALUE DATETIME,
+--    UOM VARCHAR(255) NOT NULL,
+--    WARNING TINYINT UNSIGNED,
+--    ERROR TINYINT UNSIGNED,
+--    RESULTSTATUS VARCHAR(255),
+--    STOPPED VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'DATETIMEEVENTS_DATA_TABLE.csv' INTO TABLE DATETIMEEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@ITEMID,@CHARTTIME,@STORETIME,@CGID,@VALUE,@UOM,@WARNING,@ERROR,@RESULTSTATUS,@STOPPED)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+   ITEMID = @ITEMID,
+   CHARTTIME = @CHARTTIME,
+   STORETIME = @STORETIME,
+   CGID = @CGID,
+   VALUE = IF(@VALUE='', NULL, @VALUE),
+   UOM = @UOM,
+   WARNING = IF(@WARNING='', NULL, @WARNING),
+   ERROR = IF(@ERROR='', NULL, @ERROR),
+   RESULTSTATUS = IF(@RESULTSTATUS='', NULL, @RESULTSTATUS),
+   STOPPED = IF(@STOPPED='', NULL, @STOPPED);
+
+-- DROP TABLE IF EXISTS DIAGNOSES_ICD;
+-- CREATE TABLE DIAGNOSES_ICD_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SEQ_NUM TINYINT UNSIGNED,
+--    ICD9_CODE VARCHAR(255),
+--    DESCRIPTION VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'DIAGNOSES_ICD_DATA_TABLE.csv' INTO TABLE DIAGNOSES_ICD
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SEQ_NUM,@ICD9_CODE)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   SEQ_NUM = IF(@SEQ_NUM='', NULL, @SEQ_NUM),
+   ICD9_CODE = IF(@ICD9_CODE='', NULL, @ICD9_CODE);
+
+-- DROP TABLE IF EXISTS DRGCODES;
+-- CREATE TABLE DRGCODES_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    DRG_TYPE VARCHAR(255) NOT NULL,
+--    DRG_CODE SMALLINT UNSIGNED NOT NULL,
+--    DESCRIPTION VARCHAR(255),
+--    DRG_SEVERITY TINYINT UNSIGNED,
+--    DRG_MORTALITY TINYINT UNSIGNED);
+
+LOAD DATA LOCAL INFILE 'DRGCODES_DATA_TABLE.csv' INTO TABLE DRGCODES
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@DRG_TYPE,@DRG_CODE,@DESCRIPTION,@DRG_SEVERITY,@DRG_MORTALITY)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   DRG_TYPE = @DRG_TYPE,
+   DRG_CODE = @DRG_CODE,
+   DESCRIPTION = IF(@DESCRIPTION='', NULL, @DESCRIPTION),
+   DRG_SEVERITY = IF(@DRG_SEVERITY='', NULL, @DRG_SEVERITY),
+   DRG_MORTALITY = IF(@DRG_MORTALITY='', NULL, @DRG_MORTALITY);
+
+-- DROP TABLE IF EXISTS D_CPT;
+-- CREATE TABLE D_CPT_DATA_TABLE (
+--    ROW_ID TINYINT UNSIGNED NOT NULL,
+--    CATEGORY TINYINT UNSIGNED NOT NULL,
+--    SECTIONRANGE VARCHAR(255) NOT NULL,
+--    SECTIONHEADER VARCHAR(255) NOT NULL,
+--    SUBSECTIONRANGE VARCHAR(255) NOT NULL,
+--    SUBSECTIONHEADER VARCHAR(255) NOT NULL,
+--    CODESUFFIX VARCHAR(255),
+--    MINCODEINSUBSECTION MEDIUMINT UNSIGNED NOT NULL,
+--    MAXCODEINSUBSECTION MEDIUMINT UNSIGNED NOT NULL);
+
+LOAD DATA LOCAL INFILE 'D_CPT_DATA_TABLE.csv' INTO TABLE D_CPT
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@CATEGORY,@SECTIONRANGE,@SECTIONHEADER,@SUBSECTIONRANGE,@SUBSECTIONHEADER,@CODESUFFIX,@MINCODEINSUBSECTION,@MAXCODEINSUBSECTION)
+ SET
+   ROW_ID = @ROW_ID,
+   CATEGORY = @CATEGORY,
+   SECTIONRANGE = @SECTIONRANGE,
+   SECTIONHEADER = @SECTIONHEADER,
+   SUBSECTIONRANGE = @SUBSECTIONRANGE,
+   SUBSECTIONHEADER = @SUBSECTIONHEADER,
+   CODESUFFIX = IF(@CODESUFFIX='', NULL, @CODESUFFIX),
+   MINCODEINSUBSECTION = @MINCODEINSUBSECTION,
+   MAXCODEINSUBSECTION = @MAXCODEINSUBSECTION;
+
+-- DROP TABLE IF EXISTS D_ICD_DIAGNOSES;
+-- CREATE TABLE D_ICD_DIAGNOSES_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    ICD9_CODE VARCHAR(255) NOT NULL,
+--    SHORT_TITLE VARCHAR(255) NOT NULL,
+--    LONG_TITLE VARCHAR(255) NOT NULL);
+
+LOAD DATA LOCAL INFILE 'D_ICD_DIAGNOSES_DATA_TABLE.csv' INTO TABLE D_ICD_DIAGNOSES
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@ICD9_CODE,@SHORT_TITLE,@LONG_TITLE)
+ SET
+   ROW_ID = @ROW_ID,
+   ICD9_CODE = @ICD9_CODE,
+   SHORT_TITLE = @SHORT_TITLE,
+   LONG_TITLE = @LONG_TITLE;
+
+-- DROP TABLE IF EXISTS D_ICD_PROCEDURES;
+-- CREATE TABLE D_ICD_PROCEDURES_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    ICD9_CODE SMALLINT UNSIGNED NOT NULL,
+--    SHORT_TITLE VARCHAR(255) NOT NULL,
+--    LONG_TITLE VARCHAR(255) NOT NULL);
+
+LOAD DATA LOCAL INFILE 'D_ICD_PROCEDURES_DATA_TABLE.csv' INTO TABLE D_ICD_PROCEDURES
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@ICD9_CODE,@SHORT_TITLE,@LONG_TITLE)
+ SET
+   ROW_ID = @ROW_ID,
+   ICD9_CODE = @ICD9_CODE,
+   SHORT_TITLE = @SHORT_TITLE,
+   LONG_TITLE = @LONG_TITLE;
+
+-- DROP TABLE IF EXISTS D_ITEMS;
+-- CREATE TABLE D_ITEMS_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    ITEMID MEDIUMINT UNSIGNED NOT NULL,
+--    LABEL VARCHAR(255),
+--    ABBREVIATION VARCHAR(255),
+--    DBSOURCE VARCHAR(255) NOT NULL,
+--    LINKSTO VARCHAR(255) NOT NULL,
+--    CODE VARCHAR(255),
+--    CATEGORY VARCHAR(255),
+--    UNITNAME VARCHAR(255),
+--    PARAM_TYPE VARCHAR(255),
+--    LOWNORMALVALUE SMALLINT,
+--    HIGHNORMALVALUE VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'D_ITEMS_DATA_TABLE.csv' INTO TABLE D_ITEMS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@ITEMID,@LABEL,@ABBREVIATION,@DBSOURCE,@LINKSTO,@CODE,@CATEGORY,@UNITNAME,@PARAM_TYPE,@LOWNORMALVALUE,@HIGHNORMALVALUE)
+ SET
+   ROW_ID = @ROW_ID,
+   ITEMID = @ITEMID,
+   LABEL = IF(@LABEL='', NULL, @LABEL),
+   ABBREVIATION = IF(@ABBREVIATION='', NULL, @ABBREVIATION),
+   DBSOURCE = @DBSOURCE,
+   LINKSTO = @LINKSTO,
+   CODE = IF(@CODE='', NULL, @CODE),
+   CATEGORY = IF(@CATEGORY='', NULL, @CATEGORY),
+   UNITNAME = IF(@UNITNAME='', NULL, @UNITNAME),
+   PARAM_TYPE = IF(@PARAM_TYPE='', NULL, @PARAM_TYPE),
+   LOWNORMALVALUE = IF(@LOWNORMALVALUE='', NULL, @LOWNORMALVALUE),
+   HIGHNORMALVALUE = IF(@HIGHNORMALVALUE='', NULL, @HIGHNORMALVALUE);
+
+-- DROP TABLE IF EXISTS D_LABITEMS;
+-- CREATE TABLE D_LABITEMS_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    ITEMID SMALLINT UNSIGNED NOT NULL,
+--    LABEL VARCHAR(255) NOT NULL,
+--    FLUID VARCHAR(255) NOT NULL,
+--    CATEGORY VARCHAR(255) NOT NULL,
+--    LOINC_CODE VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'D_LABITEMS_DATA_TABLE.csv' INTO TABLE D_LABITEMS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@ITEMID,@LABEL,@FLUID,@CATEGORY,@LOINC_CODE)
+ SET
+   ROW_ID = @ROW_ID,
+   ITEMID = @ITEMID,
+   LABEL = @LABEL,
+   FLUID = @FLUID,
+   CATEGORY = @CATEGORY,
+   LOINC_CODE = IF(@LOINC_CODE='', NULL, @LOINC_CODE);
+
+-- DROP TABLE IF EXISTS ICUSTAYS;
+-- CREATE TABLE ICUSTAYS_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED NOT NULL,
+--    DBSOURCE VARCHAR(255) NOT NULL,
+--    FIRST_CAREUNIT VARCHAR(255) NOT NULL,
+--    LAST_CAREUNIT VARCHAR(255) NOT NULL,
+--    FIRST_WARDID TINYINT UNSIGNED NOT NULL,
+--    LAST_WARDID TINYINT UNSIGNED NOT NULL,
+--    INTIME DATETIME NOT NULL,
+--    OUTTIME DATETIME,
+--    LOS VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'ICUSTAYS_DATA_TABLE.csv' INTO TABLE ICUSTAYS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@DBSOURCE,@FIRST_CAREUNIT,@LAST_CAREUNIT,@FIRST_WARDID,@LAST_WARDID,@INTIME,@OUTTIME,@LOS)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   ICUSTAY_ID = @ICUSTAY_ID,
+   DBSOURCE = @DBSOURCE,
+   FIRST_CAREUNIT = @FIRST_CAREUNIT,
+   LAST_CAREUNIT = @LAST_CAREUNIT,
+   FIRST_WARDID = @FIRST_WARDID,
+   LAST_WARDID = @LAST_WARDID,
+   INTIME = @INTIME,
+   OUTTIME = IF(@OUTTIME='', NULL, @OUTTIME),
+   LOS = IF(@LOS='', NULL, @LOS);
+
+-- DROP TABLE IF EXISTS INPUTEVENTS_CV;
+-- CREATE TABLE INPUTEVENTS_CV_DATA_TABLE (
+--    ROW_ID INT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED,
+--    CHARTTIME DATETIME NOT NULL,
+--    ITEMID MEDIUMINT UNSIGNED NOT NULL,
+--    AMOUNT VARCHAR(255),
+--    AMOUNTUOM VARCHAR(255),
+--    RATE VARCHAR(255),
+--    RATEUOM VARCHAR(255),
+--    STORETIME DATETIME NOT NULL,
+--    CGID SMALLINT,
+--    ORDERID INT UNSIGNED,
+--    LINKORDERID INT UNSIGNED,
+--    STOPPED VARCHAR(255),
+--    NEWBOTTLE TINYINT UNSIGNED,
+--    ORIGINALAMOUNT VARCHAR(255),
+--    ORIGINALAMOUNTUOM VARCHAR(255),
+--    ORIGINALROUTE VARCHAR(255),
+--    ORIGINALRATE VARCHAR(255),
+--    ORIGINALRATEUOM VARCHAR(255),
+--    ORIGINALSITE VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'INPUTEVENTS_CV_DATA_TABLE.csv' INTO TABLE INPUTEVENTS_CV
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@CHARTTIME,@ITEMID,@AMOUNT,@AMOUNTUOM,@RATE,@RATEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCOMPONENTTYPEDESCRIPTION,@ORDERCATEGORYDESCRIPTION,@PATIENTWEIGHT,@TOTALVOLUME,@TOTALVOLUMEUOM,@STATUSDESCRIPTION,@STOPPED,@NEWBOTTLE,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@COMMENTS_STATUS,@COMMENTS_TITLE,@COMMENTS_DATE,@ORIGINALCHARTTIME,@ORIGINALAMOUNT,@ORIGINALAMOUNTUOM,@ORIGINALROUTE,@ORIGINALRATE,@ORIGINALRATEUOM,@ORIGINALSITE)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+   CHARTTIME = @CHARTTIME,
+   ITEMID = @ITEMID,
+   AMOUNT = IF(@AMOUNT='', NULL, @AMOUNT),
+   AMOUNTUOM = IF(@AMOUNTUOM='', NULL, @AMOUNTUOM),
+   RATE = IF(@RATE='', NULL, @RATE),
+   RATEUOM = IF(@RATEUOM='', NULL, @RATEUOM),
+   STORETIME = @STORETIME,
+   CGID = IF(@CGID='', NULL, @CGID),
+   ORDERID = IF(@ORDERID='', NULL, @ORDERID),
+   LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
+   STOPPED = IF(@STOPPED='', NULL, @STOPPED),
+   NEWBOTTLE = IF(@NEWBOTTLE='', NULL, @NEWBOTTLE),
+   ORIGINALAMOUNT = IF(@ORIGINALAMOUNT='', NULL, @ORIGINALAMOUNT),
+   ORIGINALAMOUNTUOM = IF(@ORIGINALAMOUNTUOM='', NULL, @ORIGINALAMOUNTUOM),
+   ORIGINALROUTE = IF(@ORIGINALROUTE='', NULL, @ORIGINALROUTE),
+   ORIGINALRATE = IF(@ORIGINALRATE='', NULL, @ORIGINALRATE),
+   ORIGINALRATEUOM = IF(@ORIGINALRATEUOM='', NULL, @ORIGINALRATEUOM),
+   ORIGINALSITE = IF(@ORIGINALSITE='', NULL, @ORIGINALSITE);
+
+
+ -- DROP TABLE IF EXISTS INPUTEVENTS_MV;
+ -- CREATE TABLE INPUTEVENTS_MV (
+ --    ROW_ID INT UNSIGNED NOT NULL,
+ --    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+ --    HADM_ID MEDIUMINT UNSIGNED,
+ --    ICUSTAY_ID MEDIUMINT UNSIGNED,
+ --    STARTTIME DATETIME,
+ --    ENDTIME DATETIME NOT NULL,
+ --    ITEMID MEDIUMINT UNSIGNED NOT NULL,
+ --    AMOUNT VARCHAR(255),
+ --    AMOUNTUOM VARCHAR(255),
+ --    RATE VARCHAR(255),
+ --    RATEUOM VARCHAR(255),
+ --    STORETIME DATETIME NOT NULL,
+ --    CGID SMALLINT,
+ --    ORDERID INT UNSIGNED,
+ --    LINKORDERID INT UNSIGNED,
+ --    ORDERCATEGORYNAME VARCHAR(255),
+ --    SECONDARYORDERCATEGORYNAME VARCHAR(255),
+ --    ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(255),
+ --    ORDERCATEGORYDESCRIPTION VARCHAR(255),
+ --    PATIENTWEIGHT MEDIUMINT UNSIGNED,
+ --    TOTALAMOUNT VARCHAR(255),
+ --    TOTALAMOUNTUOM VARCHAR(255),
+ --    ISOPENBAG TINYINT UNSIGNED,
+ --    CONTINUEINNEXTDEPT TINYINT UNSIGNED,
+ --    CANCELREASON TINYINT UNSIGNED,
+ --    STATUSDESCRIPTION VARCHAR(255),
+ --    COMMENTS_EDITEDBY VARCHAR(255),
+ --    COMMENTS_CANCELEDBY VARCHAR(255),
+ --    COMMENTS_DATE DATETIME,
+ --    ORIGINALAMOUNT VARCHAR(255),
+ --    ORIGINALRATE VARCHAR(255));
+
+ LOAD DATA LOCAL INFILE 'INPUTEVENTS_MV_DATA_TABLE.csv' INTO TABLE INPUTEVENTS_MV
+    FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+    LINES TERMINATED BY '\n'
+    IGNORE 1 LINES
+    (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTTIME,@ENDTIME,@ITEMID,@AMOUNT,@AMOUNTUOM,@RATE,@RATEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCOMPONENTTYPEDESCRIPTION,@ORDERCATEGORYDESCRIPTION,@PATIENTWEIGHT,@TOTALAMOUNT,@TOTALAMOUNTUOM,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@STATUSDESCRIPTION,@COMMENTS_EDITEDBY,@COMMENTS_CANCELEDBY,@COMMENTS_DATE,@ORIGINALAMOUNT,@ORIGINALRATE)
+  SET
+    ROW_ID = @ROW_ID,
+    SUBJECT_ID = @SUBJECT_ID,
+    HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+    ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+    STARTTIME = IF(@STARTTIME='', NULL, @STARTTIME),
+    ENDTIME = @ENDTIME,
+    ITEMID = @ITEMID,
+    AMOUNT = IF(@AMOUNT='', NULL, @AMOUNT),
+    AMOUNTUOM = IF(@AMOUNTUOM='', NULL, @AMOUNTUOM),
+    RATE = IF(@RATE='', NULL, @RATE),
+    RATEUOM = IF(@RATEUOM='', NULL, @RATEUOM),
+    STORETIME = @STORETIME,
+    CGID = IF(@CGID='', NULL, @CGID),
+    ORDERID = IF(@ORDERID='', NULL, @ORDERID),
+    LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
+    ORDERCATEGORYNAME = IF(@ORDERCATEGORYNAME='', NULL, @ORDERCATEGORYNAME),
+    SECONDARYORDERCATEGORYNAME = IF(@SECONDARYORDERCATEGORYNAME='', NULL, @SECONDARYORDERCATEGORYNAME),
+    ORDERCOMPONENTTYPEDESCRIPTION = IF(@ORDERCOMPONENTTYPEDESCRIPTION='', NULL, @ORDERCOMPONENTTYPEDESCRIPTION),
+    ORDERCATEGORYDESCRIPTION = IF(@ORDERCATEGORYDESCRIPTION='', NULL, @ORDERCATEGORYDESCRIPTION),
+    PATIENTWEIGHT = IF(@PATIENTWEIGHT='', NULL, @PATIENTWEIGHT),
+    TOTALAMOUNT = IF(@TOTALAMOUNT='', NULL, @TOTALAMOUNT),
+    TOTALAMOUNTUOM = IF(@TOTALAMOUNTUOM='', NULL, @TOTALAMOUNTUOM),
+    ISOPENBAG = IF(@ISOPENBAG='', NULL, @ISOPENBAG),
+    CONTINUEINNEXTDEPT = IF(@CONTINUEINNEXTDEPT='', NULL, @CONTINUEINNEXTDEPT),
+    CANCELREASON = IF(@CANCELREASON='', NULL, @CANCELREASON),
+    STATUSDESCRIPTION = IF(@STATUSDESCRIPTION='', NULL, @STATUSDESCRIPTION),
+    COMMENTS_EDITEDBY = IF(@COMMENTS_EDITEDBY='', NULL, @COMMENTS_EDITEDBY),
+    COMMENTS_CANCELEDBY = IF(@COMMENTS_CANCELEDBY='', NULL, @COMMENTS_CANCELEDBY),
+    COMMENTS_DATE = IF(@COMMENTS_DATE='', NULL, @COMMENTS_DATE),
+    ORIGINALAMOUNT = IF(@ORIGINALAMOUNT='', NULL, @ORIGINALAMOUNT),
+    ORIGINALRATE = IF(@ORIGINALRATE='', NULL, @ORIGINALRATE);
+
+-- DROP TABLE IF EXISTS LABEVENTS;
+-- CREATE TABLE LABEVENTS_DATA_TABLE (
+--    ROW_ID INT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    ITEMID SMALLINT UNSIGNED NOT NULL,
+--    CHARTTIME DATETIME NOT NULL,
+--    VALUE VARCHAR(255),
+--    VALUENUM VARCHAR(255),
+--    UOM VARCHAR(255),
+--    FLAG VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'LABEVENTS_DATA_TABLE.csv' INTO TABLE LABEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ITEMID,@CHARTTIME,@VALUE,@VALUENUM,@UOM,@FLAG)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   ITEMID = @ITEMID,
+   CHARTTIME = @CHARTTIME,
+   VALUE = IF(@VALUE='', NULL, @VALUE),
+   VALUENUM = IF(@VALUENUM='', NULL, @VALUENUM),
+   UOM = IF(@UOM='', NULL, @UOM),
+   FLAG = IF(@FLAG='', NULL, @FLAG);
+
+-- DROP TABLE IF EXISTS MICROBIOLOGYEVENTS;
+-- CREATE TABLE MICROBIOLOGYEVENTS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    CHARTDATE DATETIME NOT NULL,
+--    CHARTTIME DATETIME,
+--    SPEC_ITEMID MEDIUMINT UNSIGNED,
+--    SPEC_TYPE_CD VARCHAR(255) NOT NULL,
+--    SPEC_TYPE_DESC VARCHAR(255) NOT NULL,
+--    ORG_ITEMID MEDIUMINT UNSIGNED,
+--    ORG_CD SMALLINT UNSIGNED NOT NULL,
+--    ORG_NAME VARCHAR(255) NOT NULL,
+--    ISOLATE_NUM TINYINT UNSIGNED NOT NULL,
+--    AB_ITEMID MEDIUMINT UNSIGNED,
+--    AB_CD TINYINT UNSIGNED,
+--    AB_NAME VARCHAR(255),
+--    DILUTION_TEXT VARCHAR(255),
+--    DILUTION_COMPARISON VARCHAR(255),
+--    DILUTION_VALUE SMALLINT UNSIGNED,
+--    INTERPRETATION VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'MICROBIOLOGYEVENTS_DATA_TABLE.csv' INTO TABLE MICROBIOLOGYEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@CHARTDATE,@CHARTTIME,@SPEC_ITEMID,@SPEC_TYPE_CD,@SPEC_TYPE_DESC,@ORG_ITEMID,@ORG_CD,@ORG_NAME,@ISOLATE_NUM,@AB_ITEMID,@AB_CD,@AB_NAME,@DILUTION_TEXT,@DILUTION_COMPARISON,@DILUTION_VALUE,@INTERPRETATION)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   CHARTDATE = @CHARTDATE,
+   CHARTTIME = IF(@CHARTTIME='', NULL, @CHARTTIME),
+   SPEC_ITEMID = IF(@SPEC_ITEMID='', NULL, @SPEC_ITEMID),
+   SPEC_TYPE_CD = @SPEC_TYPE_CD,
+   SPEC_TYPE_DESC = @SPEC_TYPE_DESC,
+   ORG_ITEMID = IF(@ORG_ITEMID='', NULL, @ORG_ITEMID),
+   ORG_CD = @ORG_CD,
+   ORG_NAME = @ORG_NAME,
+   ISOLATE_NUM = @ISOLATE_NUM,
+   AB_ITEMID = IF(@AB_ITEMID='', NULL, @AB_ITEMID),
+   AB_CD = IF(@AB_CD='', NULL, @AB_CD),
+   AB_NAME = IF(@AB_NAME='', NULL, @AB_NAME),
+   DILUTION_TEXT = IF(@DILUTION_TEXT='', NULL, @DILUTION_TEXT),
+   DILUTION_COMPARISON = IF(@DILUTION_COMPARISON='', NULL, @DILUTION_COMPARISON),
+   DILUTION_VALUE = IF(@DILUTION_VALUE='', NULL, @DILUTION_VALUE),
+   INTERPRETATION = IF(@INTERPRETATION='', NULL, @INTERPRETATION);
+
+-- DROP TABLE IF EXISTS NOTEEVENTS;
+-- CREATE TABLE NOTEEVENTS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    RECORD_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED,
+--    CHARTDATE DATETIME,
+--    CHARTTIME DATETIME,
+--    STORETIME DATETIME,
+--    CATEGORY VARCHAR(255) NOT NULL,
+--    DESCRIPTION VARCHAR(255) NOT NULL,
+--    CGID SMALLINT UNSIGNED,
+--    ISERROR TINYINT UNSIGNED,
+--    TEXT TEXT);
+
+LOAD DATA LOCAL INFILE 'NOTEEVENTS_DATA_TABLE.csv' INTO TABLE NOTEEVENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@RECORD_ID,@SUBJECT_ID,@HADM_ID,@CHARTDATE,@CHARTTIME,@STORETIME,@CATEGORY,@DESCRIPTION,@CGID,@ISERROR,@TEXT)
+ SET
+   ROW_ID = @ROW_ID,
+   RECORD_ID = @RECORD_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+   CHARTDATE = @CHARTDATE,
+   CHARTTIME = IF(@CHARTTIME='', NULL, @CHARTTIME),
+   STORETIME = IF(@STORETIME='', NULL, @STORETIME),
+   CATEGORY = @CATEGORY,
+   DESCRIPTION = @DESCRIPTION,
+   CGID = IF(@CGID='', NULL, @CGID),
+   ISERROR = IF(@ISERROR='', NULL, @ISERROR),
+   TEXT = IF(@TEXT='', NULL, @TEXT);
+
+-- DROP TABLE IF EXISTS PATIENTS;
+-- CREATE TABLE PATIENTS_DATA_TABLE (
+--    ROW_ID SMALLINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    GENDER VARCHAR(255) NOT NULL,
+--    DOB VARCHAR(255) NOT NULL,
+--    DOD VARCHAR(255) NOT NULL,
+--    DOD_HOSP DATETIME,
+--    DOD_SSN DATETIME,
+--    HOSPITAL_EXPIRE_FLAG VARCHAR(255) NOT NULL);
+
+LOAD DATA LOCAL INFILE 'PATIENTS_DATA_TABLE.csv' INTO TABLE PATIENTS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@GENDER,@DOB,@DOD,@DOD_HOSP,@DOD_SSN,@HOSPITAL_EXPIRE_FLAG)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   GENDER = @GENDER,
+   DOB = @DOB,
+   DOD = @DOD,
+   DOD_HOSP = IF(@DOD_HOSP='', NULL, @DOD_HOSP),
+   DOD_SSN = IF(@DOD_SSN='', NULL, @DOD_SSN),
+   HOSPITAL_EXPIRE_FLAG = @HOSPITAL_EXPIRE_FLAG;
+
+-- DROP TABLE IF EXISTS PRESCRIPTIONS;
+-- CREATE TABLE PRESCRIPTIONS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED,
+--    STARTTIME DATETIME,
+--    ENDTIME DATETIME,
+--    DRUG_TYPE VARCHAR(255) NOT NULL,
+--    DRUG VARCHAR(255),
+--    DRUG_NAME_POE VARCHAR(255),
+--    DRUG_NAME_GENERIC VARCHAR(255),
+--    FORMULARY_DRUG_CD VARCHAR(255),
+--    GSN VARCHAR(255),
+--    NDC BIGINT UNSIGNED,
+--    PROD_STRENGTH VARCHAR(255),
+--    DOSE_VAL_RX VARCHAR(255),
+--    DOSE_UNIT_RX VARCHAR(255),
+--    FORM_VAL_DISP VARCHAR(255),
+--    FORM_UNIT_DISP VARCHAR(255),
+--    ROUTE VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'PRESCRIPTIONS_DATA_TABLE.csv' INTO TABLE PRESCRIPTIONS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTDATE,@ENDDATE,@DRUG_TYPE,@DRUG,@DRUG_NAME_POE,@DRUG_NAME_GENERIC,@FORMULARY_DRUG_CD,@GSN,@NDC,@PROD_STRENGTH,@DOSE_VAL_RX,@DOSE_UNIT_RX,@FORM_VAL_DISP,@FORM_UNIT_DISP,@ROUTE)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+   STARTDATE = IF(@STARTDATE='', NULL, @STARTDATE),
+   ENDDATE = IF(@ENDDATE='', NULL, @ENDDATE),
+   DRUG_TYPE = @DRUG_TYPE,
+   DRUG = IF(@DRUG='', NULL, @DRUG),
+   DRUG_NAME_POE = IF(@DRUG_NAME_POE='', NULL, @DRUG_NAME_POE),
+   DRUG_NAME_GENERIC = IF(@DRUG_NAME_GENERIC='', NULL, @DRUG_NAME_GENERIC),
+   FORMULARY_DRUG_CD = IF(@FORMULARY_DRUG_CD='', NULL, @FORMULARY_DRUG_CD),
+   GSN = IF(@GSN='', NULL, @GSN),
+   NDC = IF(@NDC='', NULL, @NDC),
+   PROD_STRENGTH = IF(@PROD_STRENGTH='', NULL, @PROD_STRENGTH),
+   DOSE_VAL_RX = IF(@DOSE_VAL_RX='', NULL, @DOSE_VAL_RX),
+   DOSE_UNIT_RX = IF(@DOSE_UNIT_RX='', NULL, @DOSE_UNIT_RX),
+   FORM_VAL_DISP = IF(@FORM_VAL_DISP='', NULL, @FORM_VAL_DISP),
+   FORM_UNIT_DISP = IF(@FORM_UNIT_DISP='', NULL, @FORM_UNIT_DISP),
+   ROUTE = IF(@ROUTE='', NULL, @ROUTE);
+
+-- DROP TABLE IF EXISTS PROCEDUREEVENTS_MV;
+--  CREATE TABLE PROCEDUREEVENTS_MV_DATA_TABLE
+--   (	ROW_ID INT,
+--   SUBJECT_ID INT,
+--   HADM_ID INT
+--   ICUSTAY_ID INT,
+--   STARTTIME DATETIME,
+--   ENDTIME DATETIME,
+--   ITEMID INT,
+--   VALUE DOUBLE PRECISION,
+--   VALUEUOM VARCHAR(30),
+--   LOCATION VARCHAR(30),
+--   LOCATIONCATEGORY VARCHAR(30),
+--   STORETIME DATETIME,
+--   CGID INT,
+--   ORDERID INT,
+--   LINKORDERID INT,
+--   ORDERCATEGORYNAME VARCHAR(100),
+--   SECONDARYORDERCATEGORYNAME VARCHAR(100),
+--   ORDERCATEGORYDESCRIPTION VARCHAR(50),
+--   ISOPENBAG SMALLINT,
+--   CONTINUEINNEXTDEPT SMALLINT,
+--   CANCELREASON SMALLINT,
+--   STATUSDESCRIPTION VARCHAR(30),
+--   COMMENTS_EDITEDBY VARCHAR(30),
+--   COMMENTS_CANCELEDBY VARCHAR(30),
+--   COMMENTS_DATE DATETIME);
+
+  LOAD DATA LOCAL INFILE 'PROCEDUREEVENTS_MV_DATA_TABLE.csv' INTO TABLE PROCEDUREEVENTS_MV
+     FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+     LINES TERMINATED BY '\n'
+     IGNORE 1 LINES
+     (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@STARTTIME,@ENDTIME,@ITEMID,@VALUE,@VALUEUOM,@STORETIME,@CGID,@ORDERID,@LINKORDERID,@ORDERCATEGORYNAME,@SECONDARYORDERCATEGORYNAME,@ORDERCATEGORYDESCRIPTION,,@ISOPENBAG,@CONTINUEINNEXTDEPT,@CANCELREASON,@STATUSDESCRIPTION,@COMMENTS_EDITEDBY,@COMMENTS_CANCELEDBY,@COMMENTS_DATE)
+   SET
+     ROW_ID = @ROW_ID,
+     SUBJECT_ID = @SUBJECT_ID,
+     HADM_ID = IF(@HADM_ID='', NULL, @HADM_ID),
+     ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+     STARTTIME = IF(@STARTTIME='', NULL, @STARTTIME),
+     ENDTIME = @ENDTIME,
+     ITEMID = @ITEMID,
+     VALUE = IF(@VALUE='', NULL, @VALUE),
+     VALUEUOM = IF(@VALUEUOM='', NULL, @AVALUEUOM),
+     STORETIME = @STORETIME,
+     CGID = IF(@CGID='', NULL, @CGID),
+     ORDERID = IF(@ORDERID='', NULL, @ORDERID),
+     LINKORDERID = IF(@LINKORDERID='', NULL, @LINKORDERID),
+     ORDERCATEGORYNAME = IF(@ORDERCATEGORYNAME='', NULL, @ORDERCATEGORYNAME),
+     SECONDARYORDERCATEGORYNAME = IF(@SECONDARYORDERCATEGORYNAME='', NULL, @SECONDARYORDERCATEGORYNAME),
+     ORDERCATEGORYDESCRIPTION = IF(@ORDERCATEGORYDESCRIPTION='', NULL, @ORDERCATEGORYDESCRIPTION),
+     ISOPENBAG = IF(@ISOPENBAG='', NULL, @ISOPENBAG),
+     CONTINUEINNEXTDEPT = IF(@CONTINUEINNEXTDEPT='', NULL, @CONTINUEINNEXTDEPT),
+     CANCELREASON = IF(@CANCELREASON='', NULL, @CANCELREASON),
+     STATUSDESCRIPTION = IF(@STATUSDESCRIPTION='', NULL, @STATUSDESCRIPTION),
+     COMMENTS_EDITEDBY = IF(@COMMENTS_EDITEDBY='', NULL, @COMMENTS_EDITEDBY),
+     COMMENTS_CANCELEDBY = IF(@COMMENTS_CANCELEDBY='', NULL, @COMMENTS_CANCELEDBY),
+     COMMENTS_DATE = IF(@COMMENTS_DATE='', NULL, @COMMENTS_DATE);
+
+
+-- DROP TABLE IF EXISTS PROCEDURES_ICD;
+-- CREATE TABLE PROCEDURES_ICD_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SEQ_NUM TINYINT UNSIGNED NOT NULL,
+--    ICD9_CODE SMALLINT UNSIGNED NOT NULL);
+
+LOAD DATA LOCAL INFILE 'PROCEDURES_ICD_DATA_TABLE.csv' INTO TABLE PROCEDURES_ICD
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@SEQ_NUM,@ICD9_CODE)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   SEQ_NUM = @SEQ_NUM,
+   ICD9_CODE = @ICD9_CODE;
+
+-- DROP TABLE IF EXISTS SERVICES;
+-- CREATE TABLE SERVICES_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    TRANSFERTIME DATETIME NOT NULL,
+--    PREV_SERVICE VARCHAR(255),
+--    CURR_SERVICE VARCHAR(255) NOT NULL);
+
+LOAD DATA LOCAL INFILE 'SERVICES_DATA_TABLE.csv' INTO TABLE SERVICES
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@TRANSFERTIME,@PREV_SERVICE,@CURR_SERVICE)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   TRANSFERTIME = @TRANSFERTIME,
+   PREV_SERVICE = IF(@PREV_SERVICE='', NULL, @PREV_SERVICE),
+   CURR_SERVICE = @CURR_SERVICE;
+
+-- DROP TABLE IF EXISTS TRANSFERS;
+-- CREATE TABLE TRANSFERS_DATA_TABLE (
+--    ROW_ID MEDIUMINT UNSIGNED NOT NULL,
+--    SUBJECT_ID MEDIUMINT UNSIGNED NOT NULL,
+--    HADM_ID MEDIUMINT UNSIGNED NOT NULL,
+--    ICUSTAY_ID MEDIUMINT UNSIGNED,
+--    DBSOURCE VARCHAR(255) NOT NULL,
+--    EVENTTYPE VARCHAR(255),
+--    PREV_CAREUNIT VARCHAR(255),
+--    CURR_CAREUNIT VARCHAR(255),
+--    PREV_WARDID TINYINT UNSIGNED,
+--    CURR_WARDID TINYINT UNSIGNED,
+--    INTIME DATETIME,
+--    OUTTIME DATETIME,
+--    LOS VARCHAR(255));
+
+LOAD DATA LOCAL INFILE 'TRANSFERS_DATA_TABLE.csv' INTO TABLE TRANSFERS
+   FIELDS TERMINATED BY ',' ESCAPED BY '\\' OPTIONALLY ENCLOSED BY '"'
+   LINES TERMINATED BY '\n'
+   IGNORE 1 LINES
+   (@ROW_ID,@SUBJECT_ID,@HADM_ID,@ICUSTAY_ID,@DBSOURCE,@EVENTTYPE,@PREV_CAREUNIT,@CURR_CAREUNIT,@PREV_WARDID,@CURR_WARDID,@INTIME,@OUTTIME,@LOS)
+ SET
+   ROW_ID = @ROW_ID,
+   SUBJECT_ID = @SUBJECT_ID,
+   HADM_ID = @HADM_ID,
+   ICUSTAY_ID = IF(@ICUSTAY_ID='', NULL, @ICUSTAY_ID),
+   DBSOURCE = @DBSOURCE,
+   EVENTTYPE = IF(@EVENTTYPE='', NULL, @EVENTTYPE),
+   PREV_CAREUNIT = IF(@PREV_CAREUNIT='', NULL, @PREV_CAREUNIT),
+   CURR_CAREUNIT = IF(@CURR_CAREUNIT='', NULL, @CURR_CAREUNIT),
+   PREV_WARDID = IF(@PREV_WARDID='', NULL, @PREV_WARDID),
+   CURR_WARDID = IF(@CURR_WARDID='', NULL, @CURR_WARDID),
+   INTIME = IF(@INTIME='', NULL, @INTIME),
+   OUTTIME = IF(@OUTTIME='', NULL, @OUTTIME),
+   LOS = IF(@LOS='', NULL, @LOS);
diff --git a/buildmimic/oracle/oracle_add_constraints.sql b/buildmimic/oracle/oracle_add_constraints.sql
index 3283a0fa1..25d5c8c0b 100644
--- a/buildmimic/oracle/oracle_add_constraints.sql
+++ b/buildmimic/oracle/oracle_add_constraints.sql
@@ -1,346 +1,346 @@
--- ----------------------------------------------------------------
---
--- This is a script to add the MIMIC-III constraints for Oracle.
--- 
--- ----------------------------------------------------------------
-
--- The below command defines the schema where the data should reside
-ALTER SESSION SET CURRENT_SCHEMA = MIMICIII;
-
--- Restoring the default schema can be accomplished using the same command, replacing "MIMICIII" with your username.
-
---------------
---ADMISSIONS--
---------------
-
--- subject_id
-ALTER TABLE ADMISSIONS
-ADD CONSTRAINT admissions_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
------------
---CALLOUT--
------------
-
--- subject_id
-ALTER TABLE CALLOUT
-ADD CONSTRAINT callout_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE CALLOUT
-ADD CONSTRAINT callout_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
----------------
---CHARTEVENTS--
----------------
-
--- subject_id
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- cgid
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
--- hadm_id
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_items(itemid);
-
--- icustay_id
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--------------
---CPTEVENTS--
--------------
-
--- subject_id
-ALTER TABLE CPTEVENTS
-ADD CONSTRAINT cptevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE CPTEVENTS
-ADD CONSTRAINT cptevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
-------------------
---DATETIMEEVENTS--
-------------------
-
--- subject_id
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- cgid
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
--- hadm_id
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_items(itemid);
-
--- icustay_id
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
-
------------------
---DIAGNOSES_ICD--
------------------
-
--- subject_id
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-  
--- ICD9_code
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_icd9
-  FOREIGN KEY (icd9_code)
-  REFERENCES D_ICD_DIAGNOSES(icd9_code);
-
---------------
----DRGCODES---
---------------
-
--- subject_id
-ALTER TABLE DRGCODES
-ADD CONSTRAINT drgcodes_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE DRGCODES
-ADD CONSTRAINT drgcodes_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
------------------
---ICUSTAYS--
------------------
-
--- subject_id
-ALTER TABLE ICUSTAYS
-ADD CONSTRAINT icustays_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE ICUSTAYS
-ADD CONSTRAINT icustays_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
-
-------------
---IOEVENTS--
-------------
-
--- subject_id
-ALTER TABLE IOEVENTS
-ADD CONSTRAINT ioevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE IOEVENTS
-ADD CONSTRAINT ioevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE IOEVENTS
-ADD CONSTRAINT ioevents_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--- cgid
-ALTER TABLE IOEVENTS
-ADD CONSTRAINT ioevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
--------------
---LABEVENTS--
--------------
-
--- subject_id
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_labitems(itemid);
-
-----------------------
---MICROBIOLOGYEVENTS--
-----------------------
-
--- subject_id
-ALTER TABLE MICROBIOLOGYEVENTS
-ADD CONSTRAINT microbiologyevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE MICROBIOLOGYEVENTS
-ADD CONSTRAINT microbiologyevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
---------------
---NOTEEVENTS--
---------------
-
--- subject_id
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- cgid
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
------------------
---PRESCRIPTIONS--
------------------
-
--- subject_id
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
-------------------
---PROCEDURES_ICD--
-------------------
-
--- subject_id
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- ICD9_code
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_icd9
-  FOREIGN KEY (icd9_code)
-  REFERENCES D_ICD_PROCEDURES(icd9_code);
-
-------------
---SERVICES--
-------------
-
--- subject_id
-ALTER TABLE SERVICES
-ADD CONSTRAINT services_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE SERVICES
-ADD CONSTRAINT services_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--------------
---TRANSFERS--
--------------
-
--- subject_id
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
+-- ----------------------------------------------------------------
+--
+-- This is a script to add the MIMIC-III constraints for Oracle.
+-- 
+-- ----------------------------------------------------------------
+
+-- The below command defines the schema where the data should reside
+ALTER SESSION SET CURRENT_SCHEMA = MIMICIII;
+
+-- Restoring the default schema can be accomplished using the same command, replacing "MIMICIII" with your username.
+
+--------------
+--ADMISSIONS--
+--------------
+
+-- subject_id
+ALTER TABLE ADMISSIONS
+ADD CONSTRAINT admissions_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-----------
+--CALLOUT--
+-----------
+
+-- subject_id
+ALTER TABLE CALLOUT
+ADD CONSTRAINT callout_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE CALLOUT
+ADD CONSTRAINT callout_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+---------------
+--CHARTEVENTS--
+---------------
+
+-- subject_id
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- cgid
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+-- hadm_id
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_items(itemid);
+
+-- icustay_id
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-------------
+--CPTEVENTS--
+-------------
+
+-- subject_id
+ALTER TABLE CPTEVENTS
+ADD CONSTRAINT cptevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE CPTEVENTS
+ADD CONSTRAINT cptevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+------------------
+--DATETIMEEVENTS--
+------------------
+
+-- subject_id
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- cgid
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+-- hadm_id
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_items(itemid);
+
+-- icustay_id
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+
+-----------------
+--DIAGNOSES_ICD--
+-----------------
+
+-- subject_id
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+  
+-- ICD9_code
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_icd9
+  FOREIGN KEY (icd9_code)
+  REFERENCES D_ICD_DIAGNOSES(icd9_code);
+
+--------------
+---DRGCODES---
+--------------
+
+-- subject_id
+ALTER TABLE DRGCODES
+ADD CONSTRAINT drgcodes_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE DRGCODES
+ADD CONSTRAINT drgcodes_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-----------------
+--ICUSTAYS--
+-----------------
+
+-- subject_id
+ALTER TABLE ICUSTAYS
+ADD CONSTRAINT icustays_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE ICUSTAYS
+ADD CONSTRAINT icustays_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+
+------------
+--IOEVENTS--
+------------
+
+-- subject_id
+ALTER TABLE IOEVENTS
+ADD CONSTRAINT ioevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE IOEVENTS
+ADD CONSTRAINT ioevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE IOEVENTS
+ADD CONSTRAINT ioevents_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-- cgid
+ALTER TABLE IOEVENTS
+ADD CONSTRAINT ioevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+-------------
+--LABEVENTS--
+-------------
+
+-- subject_id
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_labitems(itemid);
+
+----------------------
+--MICROBIOLOGYEVENTS--
+----------------------
+
+-- subject_id
+ALTER TABLE MICROBIOLOGYEVENTS
+ADD CONSTRAINT microbiologyevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE MICROBIOLOGYEVENTS
+ADD CONSTRAINT microbiologyevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+--------------
+--NOTEEVENTS--
+--------------
+
+-- subject_id
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- cgid
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+-----------------
+--PRESCRIPTIONS--
+-----------------
+
+-- subject_id
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+------------------
+--PROCEDURES_ICD--
+------------------
+
+-- subject_id
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- ICD9_code
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_icd9
+  FOREIGN KEY (icd9_code)
+  REFERENCES D_ICD_PROCEDURES(icd9_code);
+
+------------
+--SERVICES--
+------------
+
+-- subject_id
+ALTER TABLE SERVICES
+ADD CONSTRAINT services_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE SERVICES
+ADD CONSTRAINT services_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-------------
+--TRANSFERS--
+-------------
+
+-- subject_id
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
diff --git a/buildmimic/postgres/mimic_build_files/postgres_add_constraints.sql b/buildmimic/postgres/mimic_build_files/postgres_add_constraints.sql
index 86bd7093c..8aa3e436d 100644
--- a/buildmimic/postgres/mimic_build_files/postgres_add_constraints.sql
+++ b/buildmimic/postgres/mimic_build_files/postgres_add_constraints.sql
@@ -1,495 +1,495 @@
--- ----------------------------------------------------------------
---
--- This is a script to add the MIMIC-III constraints for Postgres.
---
--- ----------------------------------------------------------------
-
--- The below command defines the schema where the data should reside
-SET search_path TO mimiciii;
-
--- Restoring the search path to its default value can be accomplished as follows:
---  SET search_path TO "$user",public;
-
---------------
---ADMISSIONS--
---------------
-
--- subject_id
-ALTER TABLE ADMISSIONS DROP CONSTRAINT IF EXISTS admissions_fk_subject_id;
-ALTER TABLE ADMISSIONS
-ADD CONSTRAINT admissions_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
------------
---CALLOUT--
------------
-
--- subject_id
-ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_subject_id;
-ALTER TABLE CALLOUT
-ADD CONSTRAINT callout_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_hadm_id;
-ALTER TABLE CALLOUT
-ADD CONSTRAINT callout_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
----------------
---CHARTEVENTS--
----------------
-
--- subject_id
-ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_subject_id;
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- cgid
-ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_cgid;
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES caregivers(cgid);
-
--- hadm_id
-ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_hadm_id;
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_itemid;
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_items(itemid);
-
--- icustay_id
-ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_icustay_id;
-ALTER TABLE CHARTEVENTS
-ADD CONSTRAINT chartevents_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--------------
---CPTEVENTS--
--------------
-
--- subject_id
-ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_subject_id;
-ALTER TABLE CPTEVENTS
-ADD CONSTRAINT cptevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_hadm_id;
-ALTER TABLE CPTEVENTS
-ADD CONSTRAINT cptevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
-------------------
---DATETIMEEVENTS--
-------------------
-
--- subject_id
-ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_subject_id;
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- cgid
-ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_cgid;
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES caregivers(cgid);
-
--- hadm_id
-ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_hadm_id;
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_itemid;
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_items(itemid);
-
--- icustay_id
-ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_icustay_id;
-ALTER TABLE DATETIMEEVENTS
-ADD CONSTRAINT datetimeevents_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
-
------------------
---DIAGNOSES_ICD--
------------------
-
--- subject_id
-ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_subject_id;
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_hadm_id;
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- ICD9_code
-ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_icd9;
-ALTER TABLE DIAGNOSES_ICD
-ADD CONSTRAINT diagnoses_icd_fk_icd9
-  FOREIGN KEY (icd9_code)
-  REFERENCES d_icd_diagnoses(icd9_code);
-
---------------
----DRGCODES---
---------------
-
--- subject_id
-ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_subject_id;
-ALTER TABLE DRGCODES
-ADD CONSTRAINT drgcodes_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_hadm_id;
-ALTER TABLE DRGCODES
-ADD CONSTRAINT drgcodes_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
------------------
---ICUSTAYS--
------------------
-
--- subject_id
-ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_subject_id;
-ALTER TABLE ICUSTAYS
-ADD CONSTRAINT icustays_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_hadm_id;
-ALTER TABLE ICUSTAYS
-ADD CONSTRAINT icustays_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
-
-------------------
---INPUTEVENTS_CV--
-------------------
-
--- subject_id
-ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_subject_id;
-ALTER TABLE INPUTEVENTS_CV
-ADD CONSTRAINT inputevents_cv_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_hadm_id;
-ALTER TABLE INPUTEVENTS_CV
-ADD CONSTRAINT inputevents_cv_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_icustay_id;
-ALTER TABLE INPUTEVENTS_CV
-ADD CONSTRAINT inputevents_cv_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--- cgid
-ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_cgid;
-ALTER TABLE INPUTEVENTS_CV
-ADD CONSTRAINT inputevents_cv_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
-
-------------------
---INPUTEVENTS_MV--
-------------------
-
--- subject_id
-ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_subject_id;
-ALTER TABLE INPUTEVENTS_MV
-ADD CONSTRAINT inputevents_mv_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_hadm_id;
-ALTER TABLE INPUTEVENTS_MV
-ADD CONSTRAINT inputevents_mv_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_icustay_id;
-ALTER TABLE INPUTEVENTS_MV
-ADD CONSTRAINT inputevents_mv_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--- cgid
-ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_cgid;
-ALTER TABLE INPUTEVENTS_MV
-ADD CONSTRAINT inputevents_mv_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
-
--------------
---LABEVENTS--
--------------
-
--- subject_id
-ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_subject_id;
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_hadm_id;
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- item_id
-ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_itemid;
-ALTER TABLE LABEVENTS
-ADD CONSTRAINT labevents_fk_itemid
-  FOREIGN KEY (itemid)
-  REFERENCES d_labitems(itemid);
-
-----------------------
---MICROBIOLOGYEVENTS--
-----------------------
-
--- subject_id
-ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_subject_id;
-ALTER TABLE MICROBIOLOGYEVENTS
-ADD CONSTRAINT microbiologyevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_hadm_id;
-ALTER TABLE MICROBIOLOGYEVENTS
-ADD CONSTRAINT microbiologyevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
---------------
---NOTEEVENTS--
---------------
-
--- subject_id
-ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_subject_id;
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_hadm_id;
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- cgid
-ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_cgid;
-ALTER TABLE NOTEEVENTS
-ADD CONSTRAINT noteevents_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
-
-----------------
---OUTPUTEVENTS--
-----------------
-
--- subject_id
-ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_subject_id;
-ALTER TABLE OUTPUTEVENTS
-ADD CONSTRAINT outputevents_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_hadm_id;
-ALTER TABLE OUTPUTEVENTS
-ADD CONSTRAINT outputevents_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_icustay_id;
-ALTER TABLE OUTPUTEVENTS
-ADD CONSTRAINT outputevents_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--- cgid
-ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_cgid;
-ALTER TABLE OUTPUTEVENTS
-ADD CONSTRAINT outputevents_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
-
-
------------------
---PRESCRIPTIONS--
------------------
-
--- subject_id
-ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_subject_id;
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_hadm_id;
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_icustay_id;
-ALTER TABLE PRESCRIPTIONS
-ADD CONSTRAINT prescriptions_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
-
-------------------
---PROCEDUREEVENTS_MV--
-------------------
-
--- subject_id
-ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_subject_id;
-ALTER TABLE PROCEDUREEVENTS_MV
-ADD CONSTRAINT procedureevents_mv_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_hadm_id;
-ALTER TABLE PROCEDUREEVENTS_MV
-ADD CONSTRAINT procedureevents_mv_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_icustay_id;
-ALTER TABLE PROCEDUREEVENTS_MV
-ADD CONSTRAINT procedureevents_mv_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
-
--- cgid
-ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_cgid;
-ALTER TABLE PROCEDUREEVENTS_MV
-ADD CONSTRAINT procedureevents_mv_fk_cgid
-  FOREIGN KEY (cgid)
-  REFERENCES CAREGIVERS(cgid);
-
-
-------------------
---PROCEDURES_ICD--
-------------------
-
--- subject_id
-ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_subject_id;
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_hadm_id;
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- ICD9_code
-ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_icd9;
-ALTER TABLE PROCEDURES_ICD
-ADD CONSTRAINT procedures_icd_fk_icd9
-  FOREIGN KEY (icd9_code)
-  REFERENCES d_icd_procedures(icd9_code);
-
-------------
---SERVICES--
-------------
-
--- subject_id
-ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_subject_id;
-ALTER TABLE SERVICES
-ADD CONSTRAINT services_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_hadm_id;
-ALTER TABLE SERVICES
-ADD CONSTRAINT services_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--------------
---TRANSFERS--
--------------
-
--- subject_id
-ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_subject_id;
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_subject_id
-  FOREIGN KEY (subject_id)
-  REFERENCES patients(subject_id);
-
--- hadm_id
-ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_hadm_id;
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_hadm_id
-  FOREIGN KEY (hadm_id)
-  REFERENCES admissions(hadm_id);
-
--- icustay_id
-ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_icustay_id;
-ALTER TABLE TRANSFERS
-ADD CONSTRAINT transfers_fk_icustay_id
-  FOREIGN KEY (icustay_id)
-  REFERENCES icustays(icustay_id);
+-- ----------------------------------------------------------------
+--
+-- This is a script to add the MIMIC-III constraints for Postgres.
+--
+-- ----------------------------------------------------------------
+
+-- The below command defines the schema where the data should reside
+SET search_path TO mimiciii;
+
+-- Restoring the search path to its default value can be accomplished as follows:
+--  SET search_path TO "$user",public;
+
+--------------
+--ADMISSIONS--
+--------------
+
+-- subject_id
+ALTER TABLE ADMISSIONS DROP CONSTRAINT IF EXISTS admissions_fk_subject_id;
+ALTER TABLE ADMISSIONS
+ADD CONSTRAINT admissions_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-----------
+--CALLOUT--
+-----------
+
+-- subject_id
+ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_subject_id;
+ALTER TABLE CALLOUT
+ADD CONSTRAINT callout_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_hadm_id;
+ALTER TABLE CALLOUT
+ADD CONSTRAINT callout_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+---------------
+--CHARTEVENTS--
+---------------
+
+-- subject_id
+ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_subject_id;
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- cgid
+ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_cgid;
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES caregivers(cgid);
+
+-- hadm_id
+ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_hadm_id;
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_itemid;
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_items(itemid);
+
+-- icustay_id
+ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_icustay_id;
+ALTER TABLE CHARTEVENTS
+ADD CONSTRAINT chartevents_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-------------
+--CPTEVENTS--
+-------------
+
+-- subject_id
+ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_subject_id;
+ALTER TABLE CPTEVENTS
+ADD CONSTRAINT cptevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_hadm_id;
+ALTER TABLE CPTEVENTS
+ADD CONSTRAINT cptevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+------------------
+--DATETIMEEVENTS--
+------------------
+
+-- subject_id
+ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_subject_id;
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- cgid
+ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_cgid;
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES caregivers(cgid);
+
+-- hadm_id
+ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_hadm_id;
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_itemid;
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_items(itemid);
+
+-- icustay_id
+ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_icustay_id;
+ALTER TABLE DATETIMEEVENTS
+ADD CONSTRAINT datetimeevents_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+
+-----------------
+--DIAGNOSES_ICD--
+-----------------
+
+-- subject_id
+ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_subject_id;
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_hadm_id;
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- ICD9_code
+ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_icd9;
+ALTER TABLE DIAGNOSES_ICD
+ADD CONSTRAINT diagnoses_icd_fk_icd9
+  FOREIGN KEY (icd9_code)
+  REFERENCES d_icd_diagnoses(icd9_code);
+
+--------------
+---DRGCODES---
+--------------
+
+-- subject_id
+ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_subject_id;
+ALTER TABLE DRGCODES
+ADD CONSTRAINT drgcodes_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_hadm_id;
+ALTER TABLE DRGCODES
+ADD CONSTRAINT drgcodes_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-----------------
+--ICUSTAYS--
+-----------------
+
+-- subject_id
+ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_subject_id;
+ALTER TABLE ICUSTAYS
+ADD CONSTRAINT icustays_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_hadm_id;
+ALTER TABLE ICUSTAYS
+ADD CONSTRAINT icustays_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+
+------------------
+--INPUTEVENTS_CV--
+------------------
+
+-- subject_id
+ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_subject_id;
+ALTER TABLE INPUTEVENTS_CV
+ADD CONSTRAINT inputevents_cv_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_hadm_id;
+ALTER TABLE INPUTEVENTS_CV
+ADD CONSTRAINT inputevents_cv_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_icustay_id;
+ALTER TABLE INPUTEVENTS_CV
+ADD CONSTRAINT inputevents_cv_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-- cgid
+ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_cgid;
+ALTER TABLE INPUTEVENTS_CV
+ADD CONSTRAINT inputevents_cv_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+
+------------------
+--INPUTEVENTS_MV--
+------------------
+
+-- subject_id
+ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_subject_id;
+ALTER TABLE INPUTEVENTS_MV
+ADD CONSTRAINT inputevents_mv_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_hadm_id;
+ALTER TABLE INPUTEVENTS_MV
+ADD CONSTRAINT inputevents_mv_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_icustay_id;
+ALTER TABLE INPUTEVENTS_MV
+ADD CONSTRAINT inputevents_mv_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-- cgid
+ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_cgid;
+ALTER TABLE INPUTEVENTS_MV
+ADD CONSTRAINT inputevents_mv_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+
+-------------
+--LABEVENTS--
+-------------
+
+-- subject_id
+ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_subject_id;
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_hadm_id;
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- item_id
+ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_itemid;
+ALTER TABLE LABEVENTS
+ADD CONSTRAINT labevents_fk_itemid
+  FOREIGN KEY (itemid)
+  REFERENCES d_labitems(itemid);
+
+----------------------
+--MICROBIOLOGYEVENTS--
+----------------------
+
+-- subject_id
+ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_subject_id;
+ALTER TABLE MICROBIOLOGYEVENTS
+ADD CONSTRAINT microbiologyevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_hadm_id;
+ALTER TABLE MICROBIOLOGYEVENTS
+ADD CONSTRAINT microbiologyevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+--------------
+--NOTEEVENTS--
+--------------
+
+-- subject_id
+ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_subject_id;
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_hadm_id;
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- cgid
+ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_cgid;
+ALTER TABLE NOTEEVENTS
+ADD CONSTRAINT noteevents_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+
+----------------
+--OUTPUTEVENTS--
+----------------
+
+-- subject_id
+ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_subject_id;
+ALTER TABLE OUTPUTEVENTS
+ADD CONSTRAINT outputevents_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_hadm_id;
+ALTER TABLE OUTPUTEVENTS
+ADD CONSTRAINT outputevents_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_icustay_id;
+ALTER TABLE OUTPUTEVENTS
+ADD CONSTRAINT outputevents_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-- cgid
+ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_cgid;
+ALTER TABLE OUTPUTEVENTS
+ADD CONSTRAINT outputevents_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+
+
+-----------------
+--PRESCRIPTIONS--
+-----------------
+
+-- subject_id
+ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_subject_id;
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_hadm_id;
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_icustay_id;
+ALTER TABLE PRESCRIPTIONS
+ADD CONSTRAINT prescriptions_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+
+------------------
+--PROCEDUREEVENTS_MV--
+------------------
+
+-- subject_id
+ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_subject_id;
+ALTER TABLE PROCEDUREEVENTS_MV
+ADD CONSTRAINT procedureevents_mv_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_hadm_id;
+ALTER TABLE PROCEDUREEVENTS_MV
+ADD CONSTRAINT procedureevents_mv_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_icustay_id;
+ALTER TABLE PROCEDUREEVENTS_MV
+ADD CONSTRAINT procedureevents_mv_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);
+
+-- cgid
+ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_cgid;
+ALTER TABLE PROCEDUREEVENTS_MV
+ADD CONSTRAINT procedureevents_mv_fk_cgid
+  FOREIGN KEY (cgid)
+  REFERENCES CAREGIVERS(cgid);
+
+
+------------------
+--PROCEDURES_ICD--
+------------------
+
+-- subject_id
+ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_subject_id;
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_hadm_id;
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- ICD9_code
+ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_icd9;
+ALTER TABLE PROCEDURES_ICD
+ADD CONSTRAINT procedures_icd_fk_icd9
+  FOREIGN KEY (icd9_code)
+  REFERENCES d_icd_procedures(icd9_code);
+
+------------
+--SERVICES--
+------------
+
+-- subject_id
+ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_subject_id;
+ALTER TABLE SERVICES
+ADD CONSTRAINT services_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_hadm_id;
+ALTER TABLE SERVICES
+ADD CONSTRAINT services_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-------------
+--TRANSFERS--
+-------------
+
+-- subject_id
+ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_subject_id;
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_subject_id
+  FOREIGN KEY (subject_id)
+  REFERENCES patients(subject_id);
+
+-- hadm_id
+ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_hadm_id;
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_hadm_id
+  FOREIGN KEY (hadm_id)
+  REFERENCES admissions(hadm_id);
+
+-- icustay_id
+ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_icustay_id;
+ALTER TABLE TRANSFERS
+ADD CONSTRAINT transfers_fk_icustay_id
+  FOREIGN KEY (icustay_id)
+  REFERENCES icustays(icustay_id);