ref(eap): Add configuration for attributes meta

[evanh]

Add the storage for the spans attributes meta. Also add a basic test file for the eap dataset, and a test for the spans storage and the meta storage.

Depends on #6152

[github-actions]

This PR has a migration; here is the generated SQL

-- start migrations

-- forward migration events_analytics_platform : 0002_spans_attributes_mv
Local op: CREATE TABLE IF NOT EXISTS spans_attributes_meta_local (organization_id UInt64, attribute_type String, attribute_key String, attribute_value String, timestamp DateTime CODEC (DoubleDelta), retention_days UInt16, count AggregateFunction(sum, UInt64)) ENGINE ReplicatedAggregatingMergeTree('/clickhouse/tables/events_analytics_platform/{shard}/default/spans_attributes_meta_local', '{replica}') PRIMARY KEY (organization_id, attribute_key) ORDER BY (organization_id, attribute_key, attribute_value, timestamp) PARTITION BY toMonday(timestamp) TTL timestamp + toIntervalDay(retention_days) SETTINGS index_granularity=8192, ttl_only_drop_parts=0;
Distributed op: CREATE TABLE IF NOT EXISTS spans_attributes_meta_dist (organization_id UInt64, attribute_type String, attribute_key String, attribute_value String, timestamp DateTime CODEC (DoubleDelta), retention_days UInt16, count AggregateFunction(sum, UInt64)) ENGINE Distributed(`cluster_one_sh`, default, spans_attributes_meta_local);
Local op: CREATE MATERIALIZED VIEW IF NOT EXISTS spans_attributes_str_meta_mv TO spans_attributes_meta_local (organization_id UInt64, attribute_type String, attribute_key String, attribute_value String, timestamp DateTime CODEC (DoubleDelta), retention_days UInt16, count AggregateFunction(sum, UInt64)) AS 
SELECT
    organization_id,
    attribute_key,
    attr_value AS attribute_value,
    toMonday(start_timestamp) AS timestamp,
    retention_days,
    sumState(cast(1, 'UInt64')) AS count
FROM eap_spans_local
LEFT ARRAY JOIN
    arrayConcat(mapKeys(attr_str_0),mapKeys(attr_str_1),mapKeys(attr_str_2),mapKeys(attr_str_3),mapKeys(attr_str_4),mapKeys(attr_str_5),mapKeys(attr_str_6),mapKeys(attr_str_7),mapKeys(attr_str_8),mapKeys(attr_str_9),mapKeys(attr_str_10),mapKeys(attr_str_11),mapKeys(attr_str_12),mapKeys(attr_str_13),mapKeys(attr_str_14),mapKeys(attr_str_15),mapKeys(attr_str_16),mapKeys(attr_str_17),mapKeys(attr_str_18),mapKeys(attr_str_19)) AS attribute_key,
    arrayConcat(mapValues(attr_str_0),mapValues(attr_str_1),mapValues(attr_str_2),mapValues(attr_str_3),mapValues(attr_str_4),mapValues(attr_str_5),mapValues(attr_str_6),mapValues(attr_str_7),mapValues(attr_str_8),mapValues(attr_str_9),mapValues(attr_str_10),mapValues(attr_str_11),mapValues(attr_str_12),mapValues(attr_str_13),mapValues(attr_str_14),mapValues(attr_str_15),mapValues(attr_str_16),mapValues(attr_str_17),mapValues(attr_str_18),mapValues(attr_str_19)) AS attr_value
GROUP BY
    organization_id,
    attribute_key,
    attribute_value,
    timestamp,
    retention_days
;
Local op: CREATE MATERIALIZED VIEW IF NOT EXISTS spans_attributes_num_meta_mv TO spans_attributes_meta_local (organization_id UInt64, attribute_type String, attribute_key String, attribute_value String, timestamp DateTime CODEC (DoubleDelta), retention_days UInt16, count AggregateFunction(sum, UInt64)) AS 
SELECT
    organization_id,
    attribute_key,
    '' AS attribute_value,
    toMonday(start_timestamp) AS timestamp,
    retention_days,
    sumState(cast(1, 'UInt64')) AS count
FROM eap_spans_local
LEFT ARRAY JOIN
    arrayConcat(mapKeys(attr_num_0),mapKeys(attr_num_1),mapKeys(attr_num_2),mapKeys(attr_num_3),mapKeys(attr_num_4),mapKeys(attr_num_5),mapKeys(attr_num_6),mapKeys(attr_num_7),mapKeys(attr_num_8),mapKeys(attr_num_9),mapKeys(attr_num_10),mapKeys(attr_num_11),mapKeys(attr_num_12),mapKeys(attr_num_13),mapKeys(attr_num_14),mapKeys(attr_num_15),mapKeys(attr_num_16),mapKeys(attr_num_17),mapKeys(attr_num_18),mapKeys(attr_num_19)) AS attribute_key,
    arrayConcat(mapValues(attr_num_0),mapValues(attr_num_1),mapValues(attr_num_2),mapValues(attr_num_3),mapValues(attr_num_4),mapValues(attr_num_5),mapValues(attr_num_6),mapValues(attr_num_7),mapValues(attr_num_8),mapValues(attr_num_9),mapValues(attr_num_10),mapValues(attr_num_11),mapValues(attr_num_12),mapValues(attr_num_13),mapValues(attr_num_14),mapValues(attr_num_15),mapValues(attr_num_16),mapValues(attr_num_17),mapValues(attr_num_18),mapValues(attr_num_19)) AS attr_value
GROUP BY
    organization_id,
    attribute_key,
    attribute_value,
    timestamp,
    retention_days
;
-- end forward migration events_analytics_platform : 0002_spans_attributes_mv




-- backward migration events_analytics_platform : 0002_spans_attributes_mv
Local op: DROP TABLE IF EXISTS spans_attributes_str_meta_mv;
Local op: DROP TABLE IF EXISTS spans_attributes_num_meta_mv;
Local op: DROP TABLE IF EXISTS spans_attributes_meta_local;
Distributed op: DROP TABLE IF EXISTS spans_attributes_meta_dist;
-- end backward migration events_analytics_platform : 0002_spans_attributes_mv

[codecov]

❌ 1 Tests Failed:

Tests completed	Failed	Passed	Skipped
220	1	219	0

View the top 1 failed tests by shortest run time

tests.test_eap_spans_api.TestEAPSpansAPI test_simple_query

Stack Traces | 0.226s run time

Traceback (most recent call last):
  File ".../snuba/tests/test_eap_spans_api.py", line 96, in test_simple_query
    assert response.status_code == 200, data
AssertionError: {'error': {'message': "Missing >= condition with a datetime literal on column timestamp for entity eap_spans. Example: timestamp >= toDateTime('2023-05-16 00:00')", 'type': 'invalid_query'}}
assert 400 == 200
 +  where 400 = <WrapperTestResponse 190 bytes [400 BAD REQUEST]>.status_code

To view individual test run time comparison to the main branch, go to the Test Analytics Dashboard

[volokluev]

Didn't we remove this because the load on the cluster was too high?

[evanh]

This was added separately.