datamart updated
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@@ -1,9 +1,39 @@
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-- =============================================================================
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-- HOTEL RESERVATIONS — DATA MART (STAR SCHEMA)
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-- Target: Oracle (university lab schema)
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-- Based on A.24 Revenue Data Mart — Dimensional Modelling by Example
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-- =============================================================================
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-- -----------------------------------------------------------------------------
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-- ETL CONTROL TABLE
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-- Tracks incremental load watermarks per entity.
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-- -----------------------------------------------------------------------------
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CREATE TABLE ETL_WATERMARK (
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entity_name VARCHAR2(50) NOT NULL,
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last_key NUMBER(20,0) DEFAULT 0 NOT NULL,
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last_run_ts TIMESTAMP DEFAULT SYSTIMESTAMP,
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CONSTRAINT pk_etl_wm PRIMARY KEY (entity_name)
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);
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INSERT INTO ETL_WATERMARK (entity_name, last_key) VALUES ('FACT_ROOM_BOOKING', 0);
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COMMIT;
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-- -----------------------------------------------------------------------------
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-- STAGING TABLES
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-- NiFi loads raw MySQL data here first; SCD logic runs in pure SQL after.
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-- Truncated at the start of each ETL run.
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-- -----------------------------------------------------------------------------
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CREATE TABLE STG_HOTEL (
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hotel_id NUMBER(10,0) NOT NULL,
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chain_code VARCHAR2(10),
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country_code CHAR(2) NOT NULL,
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star_code NUMBER(1,0) NOT NULL,
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code VARCHAR2(20) NOT NULL,
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name VARCHAR2(150) NOT NULL,
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city VARCHAR2(100) NOT NULL
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);
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-- -----------------------------------------------------------------------------
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-- DIMENSION TABLES
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-- -----------------------------------------------------------------------------
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@@ -21,12 +51,13 @@ CREATE TABLE DIM_DATE (
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day_name VARCHAR2(10) NOT NULL,
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is_weekend NUMBER(1,0) NOT NULL,
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is_business_day NUMBER(1,0) NOT NULL,
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season VARCHAR2(10) NOT NULL, -- Peak / High / Low / Off
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season VARCHAR2(10) NOT NULL,
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CONSTRAINT pk_dim_date PRIMARY KEY (date_key),
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CONSTRAINT ck_dim_date_wknd CHECK (is_weekend IN (0,1)),
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CONSTRAINT ck_dim_date_bday CHECK (is_business_day IN (0,1))
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);
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-- SCD Type 1 — country attributes are stable; just overwrite if anything changes
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CREATE TABLE DIM_COUNTRY (
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country_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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country_id NUMBER(10,0) NOT NULL,
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@@ -37,6 +68,7 @@ CREATE TABLE DIM_COUNTRY (
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CONSTRAINT uq_dim_cntry_id UNIQUE (country_id)
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);
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-- SCD Type 1 — star rating lookup, never changes
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CREATE TABLE DIM_STAR_RATING (
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star_rating_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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star_rating_id NUMBER(10,0) NOT NULL,
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@@ -46,6 +78,7 @@ CREATE TABLE DIM_STAR_RATING (
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CONSTRAINT uq_dim_star_id UNIQUE (star_rating_id)
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);
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-- SCD Type 1 — chain name/code rarely changes; overwrite
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CREATE TABLE DIM_HOTEL_CHAIN (
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hotel_chain_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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hotel_chain_id NUMBER(10,0) NOT NULL,
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@@ -55,22 +88,31 @@ CREATE TABLE DIM_HOTEL_CHAIN (
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CONSTRAINT uq_dim_chain_id UNIQUE (hotel_chain_id)
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);
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-- SCD Type 2 — hotels can change star rating or chain affiliation over time.
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-- source_hotel_id is the natural key from MySQL; hotel_key is the surrogate.
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-- One hotel can have multiple rows; IS_CURRENT=1 row is the active version.
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-- FACT_ROOM_BOOKING links to the hotel version current at check-in date.
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CREATE TABLE DIM_HOTEL (
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hotel_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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hotel_id NUMBER(10,0) NOT NULL,
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source_hotel_id NUMBER(10,0) NOT NULL,
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hotel_chain_key NUMBER(10,0),
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country_key NUMBER(10,0) NOT NULL,
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star_rating_key NUMBER(10,0) NOT NULL,
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code VARCHAR2(20) NOT NULL,
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name VARCHAR2(150) NOT NULL,
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city VARCHAR2(100) NOT NULL,
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-- SCD2 versioning
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effective_date DATE NOT NULL,
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expiry_date DATE,
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is_current NUMBER(1,0) DEFAULT 1 NOT NULL,
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CONSTRAINT pk_dim_hotel PRIMARY KEY (hotel_key),
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CONSTRAINT uq_dim_hotel_id UNIQUE (hotel_id),
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CONSTRAINT ck_dh_current CHECK (is_current IN (0,1)),
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CONSTRAINT fk_dh_chain FOREIGN KEY (hotel_chain_key) REFERENCES DIM_HOTEL_CHAIN (hotel_chain_key),
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CONSTRAINT fk_dh_country FOREIGN KEY (country_key) REFERENCES DIM_COUNTRY (country_key),
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CONSTRAINT fk_dh_star FOREIGN KEY (star_rating_key) REFERENCES DIM_STAR_RATING (star_rating_key)
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);
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-- SCD Type 1 — room type/floor rarely changes; upsert is sufficient
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CREATE TABLE DIM_ROOM (
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room_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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room_id NUMBER(10,0) NOT NULL,
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@@ -87,6 +129,7 @@ CREATE TABLE DIM_ROOM (
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CONSTRAINT ck_dim_room_smk CHECK (smoking_yn IN (0,1))
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);
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-- SCD Type 1 — guest contact details are overwritten if they change
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CREATE TABLE DIM_GUEST (
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guest_key NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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guest_id NUMBER(10,0) NOT NULL,
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@@ -102,11 +145,13 @@ CREATE TABLE DIM_GUEST (
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-- FACT TABLE
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-- -----------------------------------------------------------------------------
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-- Grain: one row per room_booking
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-- Revenue measures: nightly_rate, total_amount, nights_stayed
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-- Grain: one row per room_booking.
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-- source_rb_id: natural key from MySQL — used for idempotent incremental loads.
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-- hotel_key: points to the DIM_HOTEL version active at check-in (SCD2 lookup).
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CREATE TABLE FACT_ROOM_BOOKING (
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fact_id NUMBER(10,0) GENERATED ALWAYS AS IDENTITY,
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-- foreign keys
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source_rb_id NUMBER(10,0) NOT NULL,
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-- dimension FKs
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hotel_key NUMBER(10,0) NOT NULL,
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hotel_chain_key NUMBER(10,0),
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room_key NUMBER(10,0) NOT NULL,
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@@ -115,13 +160,14 @@ CREATE TABLE FACT_ROOM_BOOKING (
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star_rating_key NUMBER(10,0) NOT NULL,
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checkin_date_key NUMBER(8,0) NOT NULL,
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checkout_date_key NUMBER(8,0) NOT NULL,
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-- degenerate dimensions
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-- degenerate dimension
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booking_status VARCHAR2(20) NOT NULL,
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-- measures
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nights_stayed NUMBER(4,0) NOT NULL,
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nightly_rate NUMBER(10,2) NOT NULL,
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total_amount NUMBER(12,2) NOT NULL,
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CONSTRAINT pk_fact_rb PRIMARY KEY (fact_id),
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CONSTRAINT uq_fact_rb_src UNIQUE (source_rb_id),
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CONSTRAINT fk_frb_hotel FOREIGN KEY (hotel_key) REFERENCES DIM_HOTEL (hotel_key),
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CONSTRAINT fk_frb_chain FOREIGN KEY (hotel_chain_key) REFERENCES DIM_HOTEL_CHAIN (hotel_chain_key),
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CONSTRAINT fk_frb_room FOREIGN KEY (room_key) REFERENCES DIM_ROOM (room_key),
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