-- This file and its contents are licensed under the Timescale License. -- Please see the included NOTICE for copyright information and -- LICENSE-TIMESCALE for a copy of the license. -- Disable background workers since we are testing manual refresh \c :TEST_DBNAME :ROLE_SUPERUSER SELECT _timescaledb_internal.stop_background_workers(); SET ROLE :ROLE_DEFAULT_PERM_USER; SET datestyle TO 'ISO, YMD'; SET timezone TO 'UTC'; CREATE TABLE conditions (time bigint NOT NULL, device int, temp float); SELECT create_hypertable('conditions', 'time', chunk_time_interval => 10); CREATE TABLE measurements (time int NOT NULL, device int, temp float); SELECT create_hypertable('measurements', 'time', chunk_time_interval => 10); CREATE OR REPLACE FUNCTION bigint_now() RETURNS bigint LANGUAGE SQL STABLE AS $$ SELECT coalesce(max(time), 0) FROM conditions $$; CREATE OR REPLACE FUNCTION int_now() RETURNS int LANGUAGE SQL STABLE AS $$ SELECT coalesce(max(time), 0) FROM measurements $$; SELECT set_integer_now_func('conditions', 'bigint_now'); SELECT set_integer_now_func('measurements', 'int_now'); INSERT INTO conditions SELECT t, ceil(abs(timestamp_hash(to_timestamp(t)::timestamp))%4)::int, abs(timestamp_hash(to_timestamp(t)::timestamp))%40 FROM generate_series(1, 100, 1) t; INSERT INTO measurements SELECT * FROM conditions; -- Show the most recent data SELECT * FROM conditions ORDER BY time DESC, device LIMIT 10; -- Create two continuous aggregates on the same hypertable to test -- that invalidations are handled correctly across both of them. CREATE MATERIALIZED VIEW cond_10 WITH (timescaledb.continuous, timescaledb.materialized_only=true) AS SELECT time_bucket(BIGINT '10', time) AS bucket, device, avg(temp) AS avg_temp FROM conditions GROUP BY 1,2; CREATE MATERIALIZED VIEW cond_20 WITH (timescaledb.continuous, timescaledb.materialized_only=true) AS SELECT time_bucket(BIGINT '20', time) AS bucket, device, avg(temp) AS avg_temp FROM conditions GROUP BY 1,2; CREATE MATERIALIZED VIEW measure_10 WITH (timescaledb.continuous, timescaledb.materialized_only=true) AS SELECT time_bucket(10, time) AS bucket, device, avg(temp) AS avg_temp FROM measurements GROUP BY 1,2; -- There should be three continuous aggregates, two on one hypertable -- and one on the other: SELECT mat_hypertable_id, raw_hypertable_id, user_view_name FROM _timescaledb_catalog.continuous_agg; -- The continuous aggregates should be empty SELECT * FROM cond_10 ORDER BY 1 DESC, 2; SELECT * FROM cond_20 ORDER BY 1 DESC, 2; SELECT * FROM measure_10 ORDER BY 1 DESC, 2; -- Must refresh to move the invalidation threshold, or no -- invalidations will be generated. Initially, there is no threshold -- set: SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; -- There should be only "infinite" invalidations in the cagg -- invalidation log: SELECT * FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Now refresh up to 50, and the threshold should be updated accordingly: CALL refresh_continuous_aggregate('cond_10', 1, 50); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; -- Invalidations should be cleared for the refresh window: SELECT * FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refreshing below the threshold does not move it: CALL refresh_continuous_aggregate('cond_10', 20, 49); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; -- Nothing changes with invalidations either since the region was -- already refreshed and no new invalidations have been generated: SELECT * FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refreshing measure_10 moves the threshold only for the other hypertable: CALL refresh_continuous_aggregate('measure_10', 1, 30); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; SELECT * FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refresh on the second continuous aggregate, cond_20, on the first -- hypertable moves the same threshold as when refreshing cond_10: CALL refresh_continuous_aggregate('cond_20', 60, 100); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; SELECT * FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- There should be no hypertable invalidations initially: SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Create invalidations across different ranges. Some of these should -- be deleted and others cut in different ways when a refresh is -- run. Note that the refresh window is inclusive in the start of the -- window but exclusive at the end. -- Entries that should be left unmodified: INSERT INTO conditions VALUES (10, 4, 23.7); INSERT INTO conditions VALUES (10, 5, 23.8), (19, 3, 23.6); INSERT INTO conditions VALUES (60, 3, 23.7), (70, 4, 23.7); -- Should see some invaliations in the hypertable invalidation log: SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- Generate some invalidations for the other hypertable INSERT INTO measurements VALUES (20, 4, 23.7); INSERT INTO measurements VALUES (30, 5, 23.8), (80, 3, 23.6); -- Should now see invalidations for both hypertables SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- First refresh a window where we don't have any invalidations. This -- allows us to see only the copying of the invalidations to the per -- cagg log without additional processing. CALL refresh_continuous_aggregate('cond_10', 20, 60); -- Invalidation threshold remains at 100: SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold ORDER BY 1,2; -- Invalidations should be moved from the hypertable invalidation log -- to the continuous aggregate log, but only for the hypertable that -- the refreshed aggregate belongs to: SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Now add more invalidations to test a refresh that overlaps with them. -- Entries that should be deleted: INSERT INTO conditions VALUES (30, 1, 23.4), (59, 1, 23.4); INSERT INTO conditions VALUES (20, 1, 23.4), (30, 1, 23.4); -- Entries that should be cut to the right, leaving an invalidation to -- the left of the refresh window: INSERT INTO conditions VALUES (1, 4, 23.7), (25, 1, 23.4); INSERT INTO conditions VALUES (19, 4, 23.7), (59, 1, 23.4); -- Entries that should be cut to the left and right, leaving two -- invalidation entries on each side of the refresh window: INSERT INTO conditions VALUES (2, 2, 23.5), (60, 1, 23.4); INSERT INTO conditions VALUES (3, 2, 23.5), (80, 1, 23.4); -- Entries that should be cut to the left, leaving an invalidation to -- the right of the refresh window: INSERT INTO conditions VALUES (60, 3, 23.6), (90, 3, 23.6); INSERT INTO conditions VALUES (20, 5, 23.8), (100, 3, 23.6); -- New invalidations in the hypertable invalidation log: SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- But nothing has yet changed in the cagg invalidation log: SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refresh to process invalidations for daily temperature: CALL refresh_continuous_aggregate('cond_10', 20, 60); -- Invalidations should be moved from the hypertable invalidation log -- to the continuous aggregate log. SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- Only the cond_10 cagg should have its entries cut: SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refresh also cond_20: CALL refresh_continuous_aggregate('cond_20', 20, 60); -- The cond_20 cagg should also have its entries cut: SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refresh cond_10 to completely remove an invalidation: CALL refresh_continuous_aggregate('cond_10', 1, 20); -- The 1-19 invalidation should be deleted: SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Clear everything between 0 and 100 to make way for new -- invalidations CALL refresh_continuous_aggregate('cond_10', 0, 100); -- Test refreshing with non-overlapping invalidations INSERT INTO conditions VALUES (20, 1, 23.4), (25, 1, 23.4); INSERT INTO conditions VALUES (30, 1, 23.4), (46, 1, 23.4); CALL refresh_continuous_aggregate('cond_10', 1, 40); SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Refresh whithout cutting (in area where there are no -- invalidations). Merging of overlapping entries should still happen: INSERT INTO conditions VALUES (15, 1, 23.4), (42, 1, 23.4); CALL refresh_continuous_aggregate('cond_10', 90, 100); SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; -- Test max refresh window CALL refresh_continuous_aggregate('cond_10', NULL, NULL); SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log ORDER BY 1,2,3; SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- TRUNCATE the hypertable to invalidate all its continuous aggregates TRUNCATE conditions; -- Now empty SELECT * FROM conditions; -- Should see an infinite invalidation entry for conditions SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- Aggregates still hold data SELECT * FROM cond_10 ORDER BY 1,2 LIMIT 5; SELECT * FROM cond_20 ORDER BY 1,2 LIMIT 5; CALL refresh_continuous_aggregate('cond_10', NULL, NULL); CALL refresh_continuous_aggregate('cond_20', NULL, NULL); -- Both should now be empty after refresh SELECT * FROM cond_10 ORDER BY 1,2; SELECT * FROM cond_20 ORDER BY 1,2; -- Insert new data again and refresh INSERT INTO conditions VALUES (1, 1, 23.4), (4, 3, 14.3), (5, 1, 13.6), (6, 2, 17.9), (12, 1, 18.3), (19, 3, 28.2), (10, 3, 22.3), (11, 2, 34.9), (15, 2, 45.6), (21, 1, 15.3), (22, 2, 12.3), (29, 3, 16.3); CALL refresh_continuous_aggregate('cond_10', NULL, NULL); CALL refresh_continuous_aggregate('cond_20', NULL, NULL); -- Should now hold data again SELECT * FROM cond_10 ORDER BY 1,2; SELECT * FROM cond_20 ORDER BY 1,2; -- Truncate one of the aggregates, but first test that we block -- TRUNCATE ONLY \set ON_ERROR_STOP 0 TRUNCATE ONLY cond_20; \set ON_ERROR_STOP 1 TRUNCATE cond_20; -- Should now be empty SELECT * FROM cond_20 ORDER BY 1,2; -- Other aggregate is not affected SELECT * FROM cond_10 ORDER BY 1,2; -- Refresh again to bring data back CALL refresh_continuous_aggregate('cond_20', NULL, NULL); -- The aggregate should be populated again SELECT * FROM cond_20 ORDER BY 1,2; ------------------------------------------------------- -- Test corner cases against a minimal bucket aggregate ------------------------------------------------------- -- First, clear the table and aggregate TRUNCATE conditions; SELECT * FROM conditions; CALL refresh_continuous_aggregate('cond_10', NULL, NULL); SELECT * FROM cond_10 ORDER BY 1,2; CREATE MATERIALIZED VIEW cond_1 WITH (timescaledb.continuous, timescaledb.materialized_only=true) AS SELECT time_bucket(BIGINT '1', time) AS bucket, device, avg(temp) AS avg_temp FROM conditions GROUP BY 1,2; SELECT mat_hypertable_id AS cond_1_id FROM _timescaledb_catalog.continuous_agg WHERE user_view_name = 'cond_1' \gset -- Test invalidations with bucket size 1 INSERT INTO conditions VALUES (0, 1, 1.0); SELECT hypertable_id AS hyper_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_hypertable_invalidation_log ORDER BY 1,2,3; -- Refreshing around the bucket should not update the aggregate CALL refresh_continuous_aggregate('cond_1', -1, 0); SELECT * FROM cond_1 ORDER BY 1,2; CALL refresh_continuous_aggregate('cond_1', 1, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Refresh only the invalidated bucket CALL refresh_continuous_aggregate('cond_1', 0, 1); SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log WHERE materialization_id = :cond_1_id ORDER BY 1,2,3; SELECT * FROM cond_1 ORDER BY 1,2; -- Refresh 1 extra bucket on the left INSERT INTO conditions VALUES (0, 1, 2.0); CALL refresh_continuous_aggregate('cond_1', -1, 1); SELECT * FROM cond_1 ORDER BY 1,2; -- Refresh 1 extra bucket on the right INSERT INTO conditions VALUES (0, 1, 3.0); CALL refresh_continuous_aggregate('cond_1', 0, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Refresh 1 extra bucket on each side INSERT INTO conditions VALUES (0, 1, 4.0); CALL refresh_continuous_aggregate('cond_1', -1, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Clear to reset aggregate TRUNCATE conditions; CALL refresh_continuous_aggregate('cond_1', NULL, NULL); -- Test invalidation of size 2 INSERT INTO conditions VALUES (0, 1, 1.0), (1, 1, 2.0); -- Refresh one bucket at a time CALL refresh_continuous_aggregate('cond_1', 0, 1); SELECT * FROM cond_1 ORDER BY 1,2; CALL refresh_continuous_aggregate('cond_1', 1, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Repeat the same thing but refresh the whole invalidation at once TRUNCATE conditions; CALL refresh_continuous_aggregate('cond_1', NULL, NULL); INSERT INTO conditions VALUES (0, 1, 1.0), (1, 1, 2.0); CALL refresh_continuous_aggregate('cond_1', 0, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Test invalidation of size 3 TRUNCATE conditions; CALL refresh_continuous_aggregate('cond_1', NULL, NULL); INSERT INTO conditions VALUES (0, 1, 1.0), (1, 1, 2.0), (2, 1, 3.0); -- Invalidation extends beyond the refresh window on both ends CALL refresh_continuous_aggregate('cond_1', 1, 2); SELECT * FROM cond_1 ORDER BY 1,2; -- Should leave one invalidation on each side of the refresh window SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log WHERE materialization_id = :cond_1_id ORDER BY 1,2,3; -- Refresh the two remaining invalidations CALL refresh_continuous_aggregate('cond_1', 0, 1); SELECT * FROM cond_1 ORDER BY 1,2; CALL refresh_continuous_aggregate('cond_1', 2, 3); SELECT * FROM cond_1 ORDER BY 1,2; -- Clear and repeat but instead refresh the whole range in one go. The -- result should be the same as the three partial refreshes. Use -- DELETE instead of TRUNCATE to clear this time. DELETE FROM conditions; CALL refresh_continuous_aggregate('cond_1', NULL, NULL); INSERT INTO conditions VALUES (0, 1, 1.0), (1, 1, 2.0), (2, 1, 3.0); CALL refresh_continuous_aggregate('cond_1', 0, 3); SELECT * FROM cond_1 ORDER BY 1,2; ---------------------------------------------- -- Test that invalidation threshold is capped ---------------------------------------------- CREATE table threshold_test (time int, value int); SELECT create_hypertable('threshold_test', 'time', chunk_time_interval => 4); SELECT set_integer_now_func('threshold_test', 'int_now'); CREATE MATERIALIZED VIEW thresh_2 WITH (timescaledb.continuous, timescaledb.materialized_only=true) AS SELECT time_bucket(2, time) AS bucket, max(value) AS max FROM threshold_test GROUP BY 1; SELECT raw_hypertable_id AS thresh_hyper_id, mat_hypertable_id AS thresh_cagg_id FROM _timescaledb_catalog.continuous_agg WHERE user_view_name = 'thresh_2' \gset -- There's no invalidation threshold initially SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; -- Test that threshold is initilized to min value when there's no data -- and we specify an infinite end. Note that the min value may differ -- depending on time type. CALL refresh_continuous_aggregate('thresh_2', 0, NULL); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; INSERT INTO threshold_test SELECT v, v FROM generate_series(1, 10) v; CALL refresh_continuous_aggregate('thresh_2', 0, 5); -- Threshold should move to end of refresh window (note that window -- expands to end of bucket). SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; -- Refresh where both the start and end of the window is above the -- max data value CALL refresh_continuous_aggregate('thresh_2', 14, NULL); SELECT watermark AS thresh_hyper_id_watermark FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id \gset -- Refresh where we start from the current watermark to infinity CALL refresh_continuous_aggregate('thresh_2', :thresh_hyper_id_watermark, NULL); -- Now refresh with max end of the window to test that the -- invalidation threshold is capped at the last bucket of data CALL refresh_continuous_aggregate('thresh_2', 0, NULL); SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; -- Should not have processed invalidations beyond the invalidation -- threshold. SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log WHERE materialization_id = :thresh_cagg_id ORDER BY 1,2,3; -- Check that things are properly materialized SELECT * FROM thresh_2 ORDER BY 1; -- Delete the last data SELECT show_chunks AS chunk_to_drop FROM show_chunks('threshold_test') ORDER BY 1 DESC LIMIT 1 \gset DELETE FROM threshold_test WHERE time > 6; -- The last data in the hypertable is gone SELECT time_bucket(2, time) AS bucket, max(value) AS max FROM threshold_test GROUP BY 1 ORDER BY 1; -- The aggregate still holds data SELECT * FROM thresh_2 ORDER BY 1; -- Refresh the aggregate to bring it up-to-date CALL refresh_continuous_aggregate('thresh_2', 0, NULL); -- Data also gone from the aggregate SELECT * FROM thresh_2 ORDER BY 1; -- The invalidation threshold remains the same SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; -- Insert new data beyond the invalidation threshold to move it -- forward INSERT INTO threshold_test SELECT v, v FROM generate_series(7, 15) v; CALL refresh_continuous_aggregate('thresh_2', 0, NULL); -- Aggregate now updated to reflect newly aggregated data SELECT * FROM thresh_2 ORDER BY 1; -- The invalidation threshold should have moved forward to the end of -- the new data SELECT * FROM _timescaledb_catalog.continuous_aggs_invalidation_threshold WHERE hypertable_id = :thresh_hyper_id ORDER BY 1,2; -- The aggregate remains invalid beyond the invalidation threshold SELECT materialization_id AS cagg_id, lowest_modified_value AS start, greatest_modified_value AS end FROM _timescaledb_catalog.continuous_aggs_materialization_invalidation_log WHERE materialization_id = :thresh_cagg_id ORDER BY 1,2,3;