From 4720235ac7fe021ae4e369f4ad3e8340310bd63b Mon Sep 17 00:00:00 2001 From: Noam Gaash Date: Mon, 23 Dec 2024 20:08:34 +0200 Subject: [PATCH 1/3] feat: add an aggregated velocity statistics view --- ...dd_materialized_view_siri_agg_velocity_.py | 57 +++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py diff --git a/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py b/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py new file mode 100644 index 0000000..4594a45 --- /dev/null +++ b/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py @@ -0,0 +1,57 @@ +"""Add materialized view siri_agg_velocity_stats + +Revision ID: 589113bd8e5e +Revises: eb501cf9f471 +Create Date: 2024-12-16 18:05:19.088109+00:00 + +""" +from alembic import op +import sqlalchemy as sa + + +import open_bus_stride_db + + +# revision identifiers, used by Alembic. +revision = '589113bd8e5e' +down_revision = 'eb501cf9f471' +branch_labels = None +depends_on = None + + +def upgrade(): + op.execute("DROP MATERIALIZED VIEW IF EXISTS siri_agg_velocity_stats") + op.execute(""" + create materialized view siri_agg_velocity_stats as + WITH HourlyAverages AS ( + SELECT + trunc(lon * 500 + .5)/500 AS lonRound, + trunc(lat * 500 + .5)/500 AS latRound, + DATE(recorded_at_time) AS date, + DATE_PART('hour', recorded_at_time) AS hour, + AVG(velocity) AS hourly_avg, + COUNT(1) as sample_number + FROM siri_vehicle_location svl + WHERE velocity > 0 AND velocity < 200 AND lon > 0 and lat > 0 + GROUP BY lonRound, latRound, date, hour + having COUNT(1) > 5 + ) + SELECT + lonRound, + latRound, + date, + STDDEV(hourly_avg) AS stddev_hourly_avg, + AVG(hourly_avg) AS avg_hourly_avg, + SUM(sample_number) as sample_number, + PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY hourly_avg) AS median_hourly_avg + FROM HourlyAverages + GROUP BY lonRound, latRound, date; + """) + op.execute("create index idx_siri_agg_velocity_stats_lonRound_latRound on siri_agg_velocity_stats (lonRound, latRound)") + op.execute("create index idx_siri_agg_velocity_stats_date on siri_agg_velocity_stats (date)") + op.execute("REFRESH MATERIALIZED VIEW siri_agg_velocity_stats") + # This unique index allows to refresh the materialized view concurrently (it was created manually) + op.execute("create unique index siri_agg_velocity_stats_uniq_idx on siri_agg_velocity_stats (lonRound, latRound, date);") + +def downgrade(): + op.execute("drop materialized view if exists siri_agg_velocity_stats") From 3ed2117600ef5c93ac0859986283c72c54240978 Mon Sep 17 00:00:00 2001 From: open-bus-stride-db-ci Date: Mon, 23 Dec 2024 18:16:36 +0000 Subject: [PATCH 2/3] automatic update of the data model documentation --- dbschema.png | Bin 144510 -> 144280 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/dbschema.png b/dbschema.png index 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89a2b13c2b01c07685e04ca86b4b122f955ee2e4 Mon Sep 17 00:00:00 2001 From: Noam Gaash Date: Fri, 17 Jan 2025 19:44:50 +0200 Subject: [PATCH 3/3] feat: replace materialized view with a table --- ...dd_materialized_view_siri_agg_velocity_.py | 49 ++++++------------- 1 file changed, 16 insertions(+), 33 deletions(-) diff --git a/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py b/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py index 4594a45..d2e9f92 100644 --- a/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py +++ b/alembic/versions/589113bd8e5e_add_materialized_view_siri_agg_velocity_.py @@ -20,38 +20,21 @@ def upgrade(): - op.execute("DROP MATERIALIZED VIEW IF EXISTS siri_agg_velocity_stats") - op.execute(""" - create materialized view siri_agg_velocity_stats as - WITH HourlyAverages AS ( - SELECT - trunc(lon * 500 + .5)/500 AS lonRound, - trunc(lat * 500 + .5)/500 AS latRound, - DATE(recorded_at_time) AS date, - DATE_PART('hour', recorded_at_time) AS hour, - AVG(velocity) AS hourly_avg, - COUNT(1) as sample_number - FROM siri_vehicle_location svl - WHERE velocity > 0 AND velocity < 200 AND lon > 0 and lat > 0 - GROUP BY lonRound, latRound, date, hour - having COUNT(1) > 5 - ) - SELECT - lonRound, - latRound, - date, - STDDEV(hourly_avg) AS stddev_hourly_avg, - AVG(hourly_avg) AS avg_hourly_avg, - SUM(sample_number) as sample_number, - PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY hourly_avg) AS median_hourly_avg - FROM HourlyAverages - GROUP BY lonRound, latRound, date; - """) - op.execute("create index idx_siri_agg_velocity_stats_lonRound_latRound on siri_agg_velocity_stats (lonRound, latRound)") - op.execute("create index idx_siri_agg_velocity_stats_date on siri_agg_velocity_stats (date)") - op.execute("REFRESH MATERIALIZED VIEW siri_agg_velocity_stats") - # This unique index allows to refresh the materialized view concurrently (it was created manually) - op.execute("create unique index siri_agg_velocity_stats_uniq_idx on siri_agg_velocity_stats (lonRound, latRound, date);") + op.create_table('siri_agg_velocity_stats', + sa.Column('lon_round', sa.Float(), nullable=False), + sa.Column('lat_round', sa.Float(), nullable=False), + sa.Column('date', sa.Date(), nullable=False), + sa.Column('stddev_hourly_avg', sa.Float(), nullable=True), + sa.Column('avg_hourly_avg', sa.Float(), nullable=True), + sa.Column('sample_number', sa.Integer(), nullable=True), + sa.Column('median_hourly_avg', sa.Float(), nullable=True), + sa.Column('last_used', sa.DateTime(), nullable=False), + sa.PrimaryKeyConstraint('lon_round', 'lat_round', 'date') + ) + op.create_index(op.f('ix_siri_agg_velocity_stats_date'), 'siri_agg_velocity_stats', ['date'], unique=False) + op.create_index(op.f('ix_siri_agg_velocity_stats_lon_round_lat_round'), 'siri_agg_velocity_stats', ['lon_round', 'lat_round'], unique=False) + op.create_index(op.f('ix_siri_agg_velocity_stats_last_used'), 'siri_agg_velocity_stats', ['last_used'], unique=False) def downgrade(): - op.execute("drop materialized view if exists siri_agg_velocity_stats") + op.drop_table('siri_agg_velocity_stats') + pass