CREATE TABLE date_table ( CountryID UInt64, StartDate Date, EndDate Date, Tax Float64 ) ENGINE = MergeTree() ORDER BY CountryID; INSERT INTO date_table VALUES(1, toDate('2019-05-05'), toDate('2019-05-20'), 0.33); INSERT INTO date_table VALUES(1, toDate('2019-05-21'), toDate('2019-05-30'), 0.42); INSERT INTO date_table VALUES(2, toDate('2019-05-21'), toDate('2019-05-30'), 0.46); CREATE DICTIONARY range_dictionary ( CountryID UInt64, StartDate Date, EndDate Date, Tax Float64 DEFAULT 0.2 ) PRIMARY KEY CountryID SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'date_table' DB currentDatabase())) LIFETIME(MIN 1 MAX 1000) LAYOUT(RANGE_HASHED()) RANGE(MIN StartDate MAX EndDate) SETTINGS(dictionary_use_async_executor=1, max_threads=8) ; SELECT 'Dictionary not nullable'; SELECT 'dictGet'; SELECT dictGet('range_dictionary', 'Tax', toUInt64(1), toDate('2019-05-15')); SELECT dictGet('range_dictionary', 'Tax', toUInt64(1), toDate('2019-05-29')); SELECT dictGet('range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-29')); SELECT dictGet('range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-31')); SELECT dictGetOrDefault('range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-31'), 0.4); SELECT 'dictHas'; SELECT dictHas('range_dictionary', toUInt64(1), toDate('2019-05-15')); SELECT dictHas('range_dictionary', toUInt64(1), toDate('2019-05-29')); SELECT dictHas('range_dictionary', toUInt64(2), toDate('2019-05-29')); SELECT dictHas('range_dictionary', toUInt64(2), toDate('2019-05-31')); SELECT 'select columns from dictionary'; SELECT 'allColumns'; SELECT * FROM range_dictionary ORDER BY CountryID, StartDate, EndDate; SELECT 'noColumns'; SELECT 1 FROM range_dictionary ORDER BY CountryID, StartDate, EndDate; SELECT 'onlySpecificColumns'; SELECT CountryID, StartDate, Tax FROM range_dictionary ORDER BY CountryID, StartDate, EndDate; SELECT 'onlySpecificColumn'; SELECT Tax FROM range_dictionary ORDER BY CountryID, StartDate, EndDate; DROP DICTIONARY range_dictionary; DROP TABLE date_table; CREATE TABLE date_table ( CountryID UInt64, StartDate Date, EndDate Date, Tax Nullable(Float64) ) ENGINE = MergeTree() ORDER BY CountryID; INSERT INTO date_table VALUES(1, toDate('2019-05-05'), toDate('2019-05-20'), 0.33); INSERT INTO date_table VALUES(1, toDate('2019-05-21'), toDate('2019-05-30'), 0.42); INSERT INTO date_table VALUES(2, toDate('2019-05-21'), toDate('2019-05-30'), NULL); CREATE DICTIONARY range_dictionary_nullable ( CountryID UInt64, StartDate Date, EndDate Date, Tax Nullable(Float64) DEFAULT 0.2 ) PRIMARY KEY CountryID SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'date_table' DB currentDatabase())) LIFETIME(MIN 1 MAX 1000) LAYOUT(RANGE_HASHED()) RANGE(MIN StartDate MAX EndDate); SELECT 'Dictionary nullable'; SELECT 'dictGet'; SELECT dictGet('range_dictionary_nullable', 'Tax', toUInt64(1), toDate('2019-05-15')); SELECT dictGet('range_dictionary_nullable', 'Tax', toUInt64(1), toDate('2019-05-29')); SELECT dictGet('range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-29')); SELECT dictGet('range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-31')); SELECT dictGetOrDefault('range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-31'), 0.4); SELECT 'dictHas'; SELECT dictHas('range_dictionary_nullable', toUInt64(1), toDate('2019-05-15')); SELECT dictHas('range_dictionary_nullable', toUInt64(1), toDate('2019-05-29')); SELECT dictHas('range_dictionary_nullable', toUInt64(2), toDate('2019-05-29')); SELECT dictHas('range_dictionary_nullable', toUInt64(2), toDate('2019-05-31')); SELECT 'select columns from dictionary'; SELECT 'allColumns'; SELECT * FROM range_dictionary_nullable ORDER BY CountryID, StartDate, EndDate; SELECT 'noColumns'; SELECT 1 FROM range_dictionary_nullable ORDER BY CountryID, StartDate, EndDate; SELECT 'onlySpecificColumns'; SELECT CountryID, StartDate, Tax FROM range_dictionary_nullable ORDER BY CountryID, StartDate, EndDate; SELECT 'onlySpecificColumn'; SELECT Tax FROM range_dictionary_nullable ORDER BY CountryID, StartDate, EndDate; DROP DICTIONARY range_dictionary_nullable; DROP TABLE date_table;