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table_creation.sql
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table_creation.sql
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CREATE DATABASE IF NOT EXISTS credit_risk;
USE credit_risk;
DROP TABLE IF EXISTS train_test_data;
DROP TABLE IF EXISTS new_data;
DROP TABLE IF EXISTS predict_data;
CREATE TABLE IF NOT EXISTS train_test_data
(
SK_ID_CURR varchar(255),
TARGET_var int,
CODE_GENDER varchar(255),
CNT_CHILDREN int,
AMT_INCOME_TOTAL int,
AMT_CREDIT int,
AMT_ANNUITY int,
AMT_GOODS_PRICE int,
REGION_POPULATION_RELATIVE int,
DAYS_BIRTH int,
DAYS_EMPLOYED int,
DAYS_REGISTRATION int,
DAYS_ID_PUBLISH int,
OWN_CAR_AGE int,
FLAG_MOBIL int,
FLAG_EMP_PHONE int,
FLAG_WORK_PHONE int,
FLAG_CONT_MOBILE int,
FLAG_PHONE int,
FLAG_EMAIL int,
CNT_FAM_MEMBERS int,
REGION_RATING_CLIENT int,
REGION_RATING_CLIENT_W_CITY int,
HOUR_APPR_PROCESS_START int,
REG_REGION_NOT_LIVE_REGION int,
REG_REGION_NOT_WORK_REGION int,
LIVE_REGION_NOT_WORK_REGION int,
REG_CITY_NOT_LIVE_CITY int,
REG_CITY_NOT_WORK_CITY int,
LIVE_CITY_NOT_WORK_CITY int,
EXT_SOURCE_1 int,
EXT_SOURCE_2 int,
EXT_SOURCE_3 int,
APARTMENTS_AVG int,
BASEMENTAREA_AVG int,
YEARS_BEGINEXPLUATATION_AVG int,
YEARS_BUILD_AVG int,
COMMONAREA_AVG int,
ELEVATORS_AVG int,
ENTRANCES_AVG int,
FLOORSMAX_AVG int,
FLOORSMIN_AVG int,
LANDAREA_AVG int,
LIVINGAPARTMENTS_AVG int,
LIVINGAREA_AVG int,
NONLIVINGAPARTMENTS_AVG int,
NONLIVINGAREA_AVG int,
APARTMENTS_MODE int,
BASEMENTAREA_MODE int,
YEARS_BEGINEXPLUATATION_MODE int,
YEARS_BUILD_MODE int,
COMMONAREA_MODE int,
ELEVATORS_MODE int,
ENTRANCES_MODE int,
FLOORSMAX_MODE int,
FLOORSMIN_MODE int,
LANDAREA_MODE int,
LIVINGAPARTMENTS_MODE int,
LIVINGAREA_MODE int,
NONLIVINGAPARTMENTS_MODE int,
NONLIVINGAREA_MODE int,
APARTMENTS_MEDI int,
BASEMENTAREA_MEDI int,
YEARS_BEGINEXPLUATATION_MEDI int,
YEARS_BUILD_MEDI int,
COMMONAREA_MEDI int,
ELEVATORS_MEDI int,
ENTRANCES_MEDI int,
FLOORSMAX_MEDI int,
FLOORSMIN_MEDI int,
LANDAREA_MEDI int,
LIVINGAPARTMENTS_MEDI int,
LIVINGAREA_MEDI int,
NONLIVINGAPARTMENTS_MEDI int,
NONLIVINGAREA_MEDI int,
TOTALAREA_MODE int,
OBS_30_CNT_SOCIAL_CIRCLE int,
DEF_30_CNT_SOCIAL_CIRCLE int,
OBS_60_CNT_SOCIAL_CIRCLE int,
DEF_60_CNT_SOCIAL_CIRCLE int,
DAYS_LAST_PHONE_CHANGE int,
FLAG_DOCUMENT_2 int,
FLAG_DOCUMENT_3 int,
FLAG_DOCUMENT_4 int,
FLAG_DOCUMENT_5 int,
FLAG_DOCUMENT_6 int,
FLAG_DOCUMENT_7 int,
FLAG_DOCUMENT_8 int,
FLAG_DOCUMENT_9 int,
FLAG_DOCUMENT_10 int,
FLAG_DOCUMENT_11 int,
FLAG_DOCUMENT_12 int,
FLAG_DOCUMENT_13 int,
FLAG_DOCUMENT_14 int,
FLAG_DOCUMENT_15 int,
FLAG_DOCUMENT_16 int,
FLAG_DOCUMENT_17 int,
FLAG_DOCUMENT_18 int,
FLAG_DOCUMENT_19 int,
FLAG_DOCUMENT_20 int,
FLAG_DOCUMENT_21 int,
AMT_REQ_CREDIT_BUREAU_HOUR int,
AMT_REQ_CREDIT_BUREAU_DAY int,
AMT_REQ_CREDIT_BUREAU_WEEK int,
AMT_REQ_CREDIT_BUREAU_MON int,
AMT_REQ_CREDIT_BUREAU_QRT int,
AMT_REQ_CREDIT_BUREAU_YEAR int,
PRIMARY KEY (SK_ID_CURR)
);
CREATE TABLE IF NOT EXISTS new_data
(
SK_ID_CURR varchar(255),
CODE_GENDER varchar(255),
CNT_CHILDREN int,
AMT_INCOME_TOTAL int,
AMT_CREDIT int,
AMT_ANNUITY int,
AMT_GOODS_PRICE int,
REGION_POPULATION_RELATIVE int,
DAYS_BIRTH int,
DAYS_EMPLOYED int,
DAYS_REGISTRATION int,
DAYS_ID_PUBLISH int,
OWN_CAR_AGE int,
FLAG_MOBIL int,
FLAG_EMP_PHONE int,
FLAG_WORK_PHONE int,
FLAG_CONT_MOBILE int,
FLAG_PHONE int,
FLAG_EMAIL int,
CNT_FAM_MEMBERS int,
REGION_RATING_CLIENT int,
REGION_RATING_CLIENT_W_CITY int,
HOUR_APPR_PROCESS_START int,
REG_REGION_NOT_LIVE_REGION int,
REG_REGION_NOT_WORK_REGION int,
LIVE_REGION_NOT_WORK_REGION int,
REG_CITY_NOT_LIVE_CITY int,
REG_CITY_NOT_WORK_CITY int,
LIVE_CITY_NOT_WORK_CITY int,
EXT_SOURCE_1 int,
EXT_SOURCE_2 int,
EXT_SOURCE_3 int,
APARTMENTS_AVG int,
BASEMENTAREA_AVG int,
YEARS_BEGINEXPLUATATION_AVG int,
YEARS_BUILD_AVG int,
COMMONAREA_AVG int,
ELEVATORS_AVG int,
ENTRANCES_AVG int,
FLOORSMAX_AVG int,
FLOORSMIN_AVG int,
LANDAREA_AVG int,
LIVINGAPARTMENTS_AVG int,
LIVINGAREA_AVG int,
NONLIVINGAPARTMENTS_AVG int,
NONLIVINGAREA_AVG int,
APARTMENTS_MODE int,
BASEMENTAREA_MODE int,
YEARS_BEGINEXPLUATATION_MODE int,
YEARS_BUILD_MODE int,
COMMONAREA_MODE int,
ELEVATORS_MODE int,
ENTRANCES_MODE int,
FLOORSMAX_MODE int,
FLOORSMIN_MODE int,
LANDAREA_MODE int,
LIVINGAPARTMENTS_MODE int,
LIVINGAREA_MODE int,
NONLIVINGAPARTMENTS_MODE int,
NONLIVINGAREA_MODE int,
APARTMENTS_MEDI int,
BASEMENTAREA_MEDI int,
YEARS_BEGINEXPLUATATION_MEDI int,
YEARS_BUILD_MEDI int,
COMMONAREA_MEDI int,
ELEVATORS_MEDI int,
ENTRANCES_MEDI int,
FLOORSMAX_MEDI int,
FLOORSMIN_MEDI int,
LANDAREA_MEDI int,
LIVINGAPARTMENTS_MEDI int,
LIVINGAREA_MEDI int,
NONLIVINGAPARTMENTS_MEDI int,
NONLIVINGAREA_MEDI int,
TOTALAREA_MODE int,
OBS_30_CNT_SOCIAL_CIRCLE int,
DEF_30_CNT_SOCIAL_CIRCLE int,
OBS_60_CNT_SOCIAL_CIRCLE int,
DEF_60_CNT_SOCIAL_CIRCLE int,
DAYS_LAST_PHONE_CHANGE int,
FLAG_DOCUMENT_2 int,
FLAG_DOCUMENT_3 int,
FLAG_DOCUMENT_4 int,
FLAG_DOCUMENT_5 int,
FLAG_DOCUMENT_6 int,
FLAG_DOCUMENT_7 int,
FLAG_DOCUMENT_8 int,
FLAG_DOCUMENT_9 int,
FLAG_DOCUMENT_10 int,
FLAG_DOCUMENT_11 int,
FLAG_DOCUMENT_12 int,
FLAG_DOCUMENT_13 int,
FLAG_DOCUMENT_14 int,
FLAG_DOCUMENT_15 int,
FLAG_DOCUMENT_16 int,
FLAG_DOCUMENT_17 int,
FLAG_DOCUMENT_18 int,
FLAG_DOCUMENT_19 int,
FLAG_DOCUMENT_20 int,
FLAG_DOCUMENT_21 int,
AMT_REQ_CREDIT_BUREAU_HOUR int,
AMT_REQ_CREDIT_BUREAU_DAY int,
AMT_REQ_CREDIT_BUREAU_WEEK int,
AMT_REQ_CREDIT_BUREAU_MON int,
AMT_REQ_CREDIT_BUREAU_QRT int,
AMT_REQ_CREDIT_BUREAU_YEAR int,
PRIMARY KEY (SK_ID_CURR)
);
CREATE TABLE IF NOT EXISTS predict_data
(
SK_ID_CURR varchar(255),
CNT_CHILDREN int,
AMT_INCOME_TOTAL int,
AMT_CREDIT int,
AMT_ANNUITY int,
REGION_POPULATION_RELATIVE int,
DAYS_BIRTH int,
DAYS_EMPLOYED int,
DAYS_REGISTRATION int,
DAYS_ID_PUBLISH int,
OWN_CAR_AGE int,
FLAG_MOBIL int,
FLAG_EMP_PHONE int,
FLAG_WORK_PHONE int,
FLAG_CONT_MOBILE int,
FLAG_PHONE int,
FLAG_EMAIL int,
CNT_FAM_MEMBERS int,
REGION_RATING_CLIENT int,
REGION_RATING_CLIENT_W_CITY int,
HOUR_APPR_PROCESS_START int,
REG_REGION_NOT_LIVE_REGION int,
REG_REGION_NOT_WORK_REGION int,
LIVE_REGION_NOT_WORK_REGION int,
REG_CITY_NOT_LIVE_CITY int,
REG_CITY_NOT_WORK_CITY int,
LIVE_CITY_NOT_WORK_CITY int,
EXT_SOURCE_1 int,
EXT_SOURCE_2 int,
EXT_SOURCE_3 int,
APARTMENTS_AVG int,
BASEMENTAREA_AVG int,
YEARS_BEGINEXPLUATATION_AVG int,
YEARS_BUILD_AVG int,
COMMONAREA_AVG int,
ELEVATORS_AVG int,
ENTRANCES_AVG int,
FLOORSMAX_AVG int,
FLOORSMIN_AVG int,
LANDAREA_AVG int,
LIVINGAPARTMENTS_AVG int,
LIVINGAREA_AVG int,
NONLIVINGAPARTMENTS_AVG int,
NONLIVINGAREA_AVG int,
APARTMENTS_MODE int,
BASEMENTAREA_MODE int,
YEARS_BEGINEXPLUATATION_MODE int,
YEARS_BUILD_MODE int,
COMMONAREA_MODE int,
ELEVATORS_MODE int,
ENTRANCES_MODE int,
FLOORSMAX_MODE int,
FLOORSMIN_MODE int,
LANDAREA_MODE int,
LIVINGAPARTMENTS_MODE int,
LIVINGAREA_MODE int,
NONLIVINGAPARTMENTS_MODE int,
NONLIVINGAREA_MODE int,
APARTMENTS_MEDI int,
BASEMENTAREA_MEDI int,
YEARS_BEGINEXPLUATATION_MEDI int,
YEARS_BUILD_MEDI int,
COMMONAREA_MEDI int,
ELEVATORS_MEDI int,
ENTRANCES_MEDI int,
FLOORSMAX_MEDI int,
FLOORSMIN_MEDI int,
LANDAREA_MEDI int,
LIVINGAPARTMENTS_MEDI int,
LIVINGAREA_MEDI int,
NONLIVINGAPARTMENTS_MEDI int,
NONLIVINGAREA_MEDI int,
TOTALAREA_MODE int,
OBS_30_CNT_SOCIAL_CIRCLE int,
DEF_30_CNT_SOCIAL_CIRCLE int,
OBS_60_CNT_SOCIAL_CIRCLE int,
DEF_60_CNT_SOCIAL_CIRCLE int,
DAYS_LAST_PHONE_CHANGE int,
FLAG_DOCUMENT_2 int,
FLAG_DOCUMENT_3 int,
FLAG_DOCUMENT_4 int,
FLAG_DOCUMENT_5 int,
FLAG_DOCUMENT_6 int,
FLAG_DOCUMENT_7 int,
FLAG_DOCUMENT_8 int,
FLAG_DOCUMENT_9 int,
FLAG_DOCUMENT_10 int,
FLAG_DOCUMENT_11 int,
FLAG_DOCUMENT_12 int,
FLAG_DOCUMENT_13 int,
FLAG_DOCUMENT_14 int,
FLAG_DOCUMENT_15 int,
FLAG_DOCUMENT_16 int,
FLAG_DOCUMENT_17 int,
FLAG_DOCUMENT_18 int,
FLAG_DOCUMENT_19 int,
FLAG_DOCUMENT_20 int,
FLAG_DOCUMENT_21 int,
AMT_REQ_CREDIT_BUREAU_HOUR int,
AMT_REQ_CREDIT_BUREAU_DAY int,
AMT_REQ_CREDIT_BUREAU_WEEK int,
AMT_REQ_CREDIT_BUREAU_MON int,
AMT_REQ_CREDIT_BUREAU_QRT int,
AMT_REQ_CREDIT_BUREAU_YEAR int,
PRIMARY KEY (SK_ID_CURR)
);