From 8a0d7b93fd5b1161ed4173172fc9aa9d01ae2a95 Mon Sep 17 00:00:00 2001 From: emielver Date: Fri, 17 Mar 2023 16:08:22 -0700 Subject: [PATCH 1/2] Add base macro functionality --- LICENSE | 252 ++----- .../.scripts/integration_tests.sh | 16 + .../test_get_enabled_snowplow_models.sh | 8 +- ...snowplow_base_events_this_run_expected.csv | 144 ++++ ...w_base_events_this_run_expected_custom.csv | 144 ++++ ...ents_this_run_expected_sessions_custom.csv | 152 ++++ ...low_base_quarantined_sessions_expected.csv | 2 + ...e_quarantined_sessions_expected_custom.csv | 2 + ...ined_sessions_expected_sessions_custom.csv | 1 + ...owplow_base_sessions_this_run_expected.csv | 46 ++ ...base_sessions_this_run_expected_custom.csv | 46 ++ ...ions_this_run_expected_sessions_custom.csv | 12 + ..._snowplowanalytics_custom_entity_1_0_0.csv | 159 +++++ ...plowanalytics_session_identifier_1_0_0.csv | 158 ++++ ...plowanalytics_session_identifier_2_0_0.csv | 133 ++++ ...nowplowanalytics_user_identifier_1_0_0.csv | 158 ++++ ...nowplowanalytics_user_identifier_2_0_0.csv | 49 ++ .../data/base/source/snowplow_events.csv | 159 +++++ integration_tests/dbt_project.yml | 675 +++++++++++++++++- .../macros/test_get_sde_or_context.sql | 7 + .../macros/test_get_successful_models.sql | 11 +- .../macros/test_return_limits_from_models.sql | 7 + .../models/base/actual/actual_vs_expected.yml | 154 ++++ .../snowplow_base_events_this_run_actual.sql | 213 ++++++ .../snowplow_base_new_event_limits_actual.sql | 30 + ...wplow_base_quarantined_sessions_actual.sql | 16 + ...ase_sessions_lifecycle_manifest_actual.sql | 42 ++ ...snowplow_base_sessions_this_run_actual.sql | 18 + .../snowplow_incremental_manifest_actual.sql | 16 + ...plow_base_events_this_run_expected_stg.sql | 26 + ...base_quarantined_sessions_expected_stg.sql | 26 + ...ow_base_sessions_this_run_expected_stg.sql | 26 + .../source/bigquery/snowplow_events_stg.sql | 163 +++++ .../source/databricks/snowplow_events_stg.sql | 231 ++++++ .../source/default/snowplow_events_stg.sql | 144 ++++ .../source/snowflake/snowplow_events_stg.sql | 196 +++++ integration_tests/models/base/test.sql | 14 + ...cted_update_incremental_manifest_table.sql | 9 +- .../test_get_incremental_manifest_status.sql | 7 + .../incremental_hooks/test_get_run_limits.sql | 19 +- .../test_get_successful_models/fail_model.sql | 7 + .../test_get_successful_models/skip_model.sql | 7 + .../successful_model_1.sql | 11 +- .../successful_model_2.sql | 11 +- ...test_update_incremental_manifest_table.sql | 9 +- .../default_strategy/test_incremental.sql | 7 + .../test_incremental_w_lookback_disabled.sql | 7 + .../test_incremental_delete_insert.sql | 7 + ...ntal_delete_insert_w_lookback_disabled.sql | 7 + .../bigquery/data_combine_column_versions.sql | 11 +- .../expected_combine_column_versions.sql | 11 +- .../bigquery/test_combine_column_versions.sql | 9 +- .../models/utils/cross_db/data_get_field.sql | 7 + .../utils/cross_db/data_get_string_agg.sql | 7 + .../cross_db/data_get_string_agg_grp.sql | 7 + .../utils/cross_db/expected_get_field.sql | 7 + .../cross_db/expected_get_string_agg.sql | 7 + .../cross_db/expected_get_string_agg_grp.sql | 7 + .../models/utils/cross_db/test_get_field.sql | 7 + .../utils/cross_db/test_get_string_agg.sql | 7 + .../cross_db/test_get_string_agg_grp.sql | 7 + .../models/utils/expected_app_id_filter.sql | 7 + ...expected_snowplow_delete_from_manifest.sql | 7 + .../models/utils/test_app_id_filter.sql | 7 + .../test_snowplow_delete_from_manifest.sql | 8 +- .../test_get_enabled_snowplow_models.sql | 29 +- .../test_coalesce_field_paths.sql | 9 +- .../test_get_field_alias.sql | 9 +- .../test_get_level_limit.sql | 9 +- .../test_get_matched_fields.sql | 9 +- .../test_merge_fields_across_col_versions.sql | 9 +- ...t_columns_in_relation_by_column_prefix.sql | 7 + .../base_create_snowplow_events_this_run.sql | 213 ++++++ ...e_create_snowplow_incremental_manifest.sql | 26 + ...e_create_snowplow_quarantined_sessions.sql | 26 + ...e_snowplow_sessions_lifecycle_manifest.sql | 289 ++++++++ ...base_create_snowplow_sessions_this_run.sql | 38 + macros/base/base_quarantine_sessions.sql | 75 ++ .../get_enabled_snowplow_models.sql | 33 +- .../get_incremental_manifest_status.sql | 7 + ...et_incremental_manifest_table_relation.sql | 9 +- .../get_new_event_limits_table_relation.sql | 9 +- macros/incremental_hooks/get_run_limits.sql | 7 + .../get_session_lookback_limit.sql | 13 +- .../get_successful_models.sql | 7 + .../incremental_hooks/quarantine_sessions.sql | 15 +- .../return_base_new_event_limits.sql | 7 + .../snowplow_incremental_post_hook.sql | 27 +- .../update_incremental_manifest_table.sql | 19 +- .../base_incremental/common/get_merge_sql.sql | 7 + .../bigquery/snowplow_incremental.sql | 7 + .../common/get_snowplow_delete_insert_sql.sql | 11 +- .../common/get_snowplow_merge_sql.sql | 7 + .../common/get_snowplow_upsert_limits_sql.sql | 7 + .../common/snowplow_delete_insert.sql | 13 +- .../common/snowplow_is_incremental.sql | 7 + .../common/snowplow_merge.sql | 7 + ...plow_validate_get_incremental_strategy.sql | 7 + .../databricks/snowplow_incremental.sql | 7 + .../default/snowplow_incremental.sql | 15 +- .../snowflake/snowplow_incremental.sql | 11 +- .../spark/snowplow_incremental.sql | 7 + macros/utils/allow_refresh.sql | 24 + macros/utils/app_id_filter.sql | 7 + .../coalesce_field_paths.sql | 9 +- .../combine_column_versions.sql | 11 +- .../exclude_column_versions.sql | 9 +- .../flatten_fields.sql | 9 +- .../get_field_alias.sql | 11 +- .../get_level_limit.sql | 9 +- .../get_matched_fields.sql | 7 + .../merge_fields_across_col_versions.sql | 9 +- macros/utils/bigquery/get_optional_fields.sql | 9 +- macros/utils/cross_db/cluster_by_fields.sql | 18 + macros/utils/cross_db/datatypes.sql | 7 + macros/utils/cross_db/get_array_to_string.sql | 7 + macros/utils/cross_db/get_field.sql | 9 +- macros/utils/cross_db/get_split_to_array.sql | 7 + macros/utils/cross_db/get_string_agg.sql | 7 + macros/utils/cross_db/timestamp_functions.sql | 7 + macros/utils/cross_db/unnest.sql | 7 + macros/utils/get_cluster_by.sql | 7 + ...t_columns_in_relation_by_column_prefix.sql | 7 + macros/utils/get_partition_by.sql | 7 + macros/utils/get_schemas_by_pattern.sql | 7 + macros/utils/get_sde_or_context.sql | 7 + macros/utils/get_value_by_target.sql | 7 + macros/utils/get_value_by_target_type.sql | 7 + macros/utils/is_run_with_new_events.sql | 28 +- macros/utils/log_message.sql | 7 + macros/utils/n_timedeltas_ago.sql | 9 +- macros/utils/post_ci_cleanup.sql | 7 + macros/utils/print_list.sql | 7 + macros/utils/return_limits_from_model.sql | 7 + macros/utils/set_query_tag.sql | 7 + .../utils/snowplow_delete_from_manifest.sql | 13 + macros/utils/throw_compiler_error.sql | 7 + macros/utils/tstamp_to_str.sql | 7 + 138 files changed, 4929 insertions(+), 303 deletions(-) create mode 100644 integration_tests/data/base/expected/snowplow_base_events_this_run_expected.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_events_this_run_expected_custom.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_events_this_run_expected_sessions_custom.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_custom.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_sessions_custom.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected_custom.csv create mode 100644 integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected_sessions_custom.csv create mode 100644 integration_tests/data/base/source/contexts_com_snowplowanalytics_custom_entity_1_0_0.csv create mode 100644 integration_tests/data/base/source/contexts_com_snowplowanalytics_session_identifier_1_0_0.csv create mode 100644 integration_tests/data/base/source/contexts_com_snowplowanalytics_session_identifier_2_0_0.csv create mode 100644 integration_tests/data/base/source/contexts_com_snowplowanalytics_user_identifier_1_0_0.csv create mode 100644 integration_tests/data/base/source/contexts_com_snowplowanalytics_user_identifier_2_0_0.csv create mode 100644 integration_tests/data/base/source/snowplow_events.csv create mode 100644 integration_tests/models/base/actual/actual_vs_expected.yml create mode 100644 integration_tests/models/base/actual/snowplow_base_events_this_run_actual.sql create mode 100644 integration_tests/models/base/actual/snowplow_base_new_event_limits_actual.sql create mode 100644 integration_tests/models/base/actual/snowplow_base_quarantined_sessions_actual.sql create mode 100644 integration_tests/models/base/actual/snowplow_base_sessions_lifecycle_manifest_actual.sql create mode 100644 integration_tests/models/base/actual/snowplow_base_sessions_this_run_actual.sql create mode 100644 integration_tests/models/base/actual/snowplow_incremental_manifest_actual.sql create mode 100644 integration_tests/models/base/expected/snowplow_base_events_this_run_expected_stg.sql create mode 100644 integration_tests/models/base/expected/snowplow_base_quarantined_sessions_expected_stg.sql create mode 100644 integration_tests/models/base/expected/snowplow_base_sessions_this_run_expected_stg.sql create mode 100644 integration_tests/models/base/source/bigquery/snowplow_events_stg.sql create mode 100644 integration_tests/models/base/source/databricks/snowplow_events_stg.sql create mode 100644 integration_tests/models/base/source/default/snowplow_events_stg.sql create mode 100644 integration_tests/models/base/source/snowflake/snowplow_events_stg.sql create mode 100644 integration_tests/models/base/test.sql create mode 100644 macros/base/base_create_snowplow_events_this_run.sql create mode 100644 macros/base/base_create_snowplow_incremental_manifest.sql create mode 100644 macros/base/base_create_snowplow_quarantined_sessions.sql create mode 100644 macros/base/base_create_snowplow_sessions_lifecycle_manifest.sql create mode 100644 macros/base/base_create_snowplow_sessions_this_run.sql create mode 100644 macros/base/base_quarantine_sessions.sql create mode 100644 macros/utils/allow_refresh.sql create mode 100644 macros/utils/cross_db/cluster_by_fields.sql diff --git a/LICENSE b/LICENSE index 261eeb9e..385591a4 100644 --- a/LICENSE +++ b/LICENSE @@ -1,201 +1,51 @@ - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. 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Other.** This Agreement is the entire agreement between the parties regarding the subject matter hereof. No amendment or modification of this Agreement will be valid or binding upon the parties unless made in writing and signed by the duly authorized representatives of both parties. In the event that any provision, including without limitation any condition, of this Agreement is held to be unenforceable, this Agreement and all licenses and rights granted hereunder will immediately terminate. Waiver by Snowplow of a breach of any provision of this Agreement or the failure by Snowplow to exercise any right hereunder will not be construed as a waiver of any subsequent breach of that right or as a waiver of any other right. diff --git a/integration_tests/.scripts/integration_tests.sh b/integration_tests/.scripts/integration_tests.sh index f5bac4fe..e7b70de5 100755 --- a/integration_tests/.scripts/integration_tests.sh +++ b/integration_tests/.scripts/integration_tests.sh @@ -37,6 +37,22 @@ for db in ${DATABASES[@]}; do eval "dbt test --exclude tag:requires_script --target $db --store-failures" || exit 1; + echo "Snowplow-utils native dbt tests: Run custom base macro models" + + eval "dbt run --select tag:base_macro --target $db --full-refresh --vars 'snowplow__custom_test: true'" || exit 1; + + echo "Snowplow-utils native dbt tests: Test custom base macro models" + + eval "dbt test --select tag:base_macro --target $db --vars 'snowplow__custom_test: true' --store-failures" || exit 1; + + echo "Snowplow-utils native dbt tests: Run custom session sql base macro models" + + eval "dbt run --select tag:base_macro --target $db --full-refresh --vars 'snowplow__session_test: true'" || exit 1; + + echo "Snowplow-utils native dbt tests: Test custom base macro models" + + eval "dbt test --select tag:base_macro --exclude snowplow_base_quarantined_sessions_actual --target $db --vars 'snowplow__session_test: true' --store-failures" || exit 1; + echo "Snowplow utils integration tests: Run script based tests" echo "Snowplow-utils integration tests: Testing get_successful_models" diff --git a/integration_tests/.scripts/test_get_enabled_snowplow_models.sh b/integration_tests/.scripts/test_get_enabled_snowplow_models.sh index e2d83294..d91ac908 100755 --- a/integration_tests/.scripts/test_get_enabled_snowplow_models.sh +++ b/integration_tests/.scripts/test_get_enabled_snowplow_models.sh @@ -12,7 +12,7 @@ done echo "Test get_enabled_snowplow_models: Untagged model" -OUTPUT=$(eval "dbt test --models test_get_enabled_snowplow_models --target $DATABASE --vars \"{'tag_var': 'random_tag'}\"") +OUTPUT=$(eval "dbt test --select test_get_enabled_snowplow_models --target $DATABASE --vars \"{'tag_var': 'random_tag'}\"") EXIT_CODE=$? if [[ $OUTPUT == *"Snowplow Warning: Untagged models referencing"* ]]; then @@ -28,13 +28,11 @@ fi echo "Test get_enabled_snowplow_models: All models" -eval "dbt test --models test_get_enabled_snowplow_models --target $DATABASE" || exit 1; +eval "dbt test --select test_get_enabled_snowplow_models --target $DATABASE" || exit 1; echo "Test get_enabled_snowplow_models: Subset of models" # TODO: Use the dbt ls command instead of hardcoding. Issue is the model has to exist in the project. Models may well change in the int test dir. -eval "dbt test --models test_get_enabled_snowplow_models --target $DATABASE --vars \"{'models_to_run': 'enabled_model_w_dependency non_snowplow_model'}\"" || exit 1; +eval "dbt test --select test_get_enabled_snowplow_models --target $DATABASE --vars \"{'models_to_run': 'enabled_model_w_dependency non_snowplow_model test'}\"" || exit 1; echo "Test get_enabled_snowplow_models: All tests passed" - - diff --git a/integration_tests/data/base/expected/snowplow_base_events_this_run_expected.csv b/integration_tests/data/base/expected/snowplow_base_events_this_run_expected.csv new file mode 100644 index 00000000..a888abed --- /dev/null +++ b/integration_tests/data/base/expected/snowplow_base_events_this_run_expected.csv @@ -0,0 +1,144 @@ 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20:39:47.634,page_view,bcbeb513-27a7-4b9c-9755-af5936f42c0d,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: event_id same collector_tstamp,e5eb91e73cfd2782357af63310598fa54096945487adba2dcec8039b82c9703b,,bc0da66ea89bbb0991f1c37ecdc1830a97f1ed9e24296ef6dbf19635220a064e,1,508312389e03ec34ae2083cc3ba15ba6768b783a13d0816567fafce27ef83981,DE,,,,51.2993,9.491,,,,,,https://snowplowanalytics.com/resources/product-analytics-ebook/?utm_source=google-ad&utm_medium=display&utm_campaign=product-analytics-new-ebook&creative=486771159105&keyword=&matchtype=&network=d&device=m&campaignid=11857971003&adgroupid=118244365394&adid=486771159105&gclid=Cj0KCQiAvvKBBhCXARIsACTePW8KY3WUt6QUTRyoI9fVb8Vftz_aZlW8mrqZ_ALTRCya8yuOOoKOvQUaAmChEALw_wcB,eBook: Using data to develop killer products | 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Snowplow,https://go.snowplowanalytics.com/l/571483/2020-10-21/3sddjp2,https,snowplowanalytics.com,443,/resources/data-utilization/,success=true,,https,go.snowplowanalytics.com,443,/l/571483/2020-10-21/3sddjp2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Linux; Android 8.1.0; TECNO B1f) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.110 Mobile Safari/537.36",,,,,,en-US,,,,,,,,,,True,24,320,568,,,,Asia/Baghdad,,,320,640,UTF-8,320,6363,,,,,,,,Europe/Berlin,,,,2021-03-01 20:59:17.182,,,067bcc8ea082fcaf940893b64943edc6b718f0dd1bc1bd5d054a507c64048318,2021-03-01 20:59:19.860,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,cfcb84bd3952f9ffe8c59891c4dafc6f,,,"{""contexts_com_snowplowanalytics_snowplow_web_page_1_0_0"": [{""id"": ""3c0d7941-b24c-41ae-b889-d4ce0dd93847""}]}","{""unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0"": []}","{""unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0"": 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Snowplow,https://www.google.co.uk,https,snowplowanalytics.com,443,/resources/data-utilization/,utm_source=google-ad&utm_medium=ppc&utm_campaign=data-utilization&utm_content=&creative=502863204369&keyword=data%20strategy&matchtype=e&network=g&device=m&campaignid=12477606708&adgroupid=119084231415&adid=502863204369&gclid=EAIaIQobChMI2K3yxpmp7wIVqhkGAB0wLAicEAAYAiAAEgKyYfD_BwE,,https,www.google.co.uk,443,,,,,,,ppc,google-ad,,,data-utilization,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (iPhone; CPU iPhone OS 14_4 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.0.3 Mobile/15E148 Safari/604.1",,,,,,en-gb,,,,,,,,,,True,32,414,715,,,,Europe/London,,,414,896,UTF-8,414,6015,,,,,,,,Europe/London,EAIaIQobChMI2K3yxpmp7wIVqhkGAB0wLAicEAAYAiAAEgKyYfD_BwE,Google,,2021-03-01 21:39:42.396,,,2bfc2c760c3ac434953eefd7903789429c8a5f8171c4b8b26aee93108b77bd35,2021-03-01 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collector_tstamp,e5eb91e73cfd2782357af63310598fa54096945487adba2dcec8039b82c9703b,,bc0da66ea89bbb0991f1c37ecdc1830a97f1ed9e24296ef6dbf19635220a064e,1,508312389e03ec34ae2083cc3ba15ba6768b783a13d0816567fafce27ef83981,DE,,,,51.2993,9.491,,,,,,https://snowplowanalytics.com/resources/data-utilization/?utm_source=google-ad&utm_medium=display&utm_campaign=data-utilization&creative=476138663714&keyword=&matchtype=&network=d&device=m&campaignid=10953228903&adgroupid=109259361004&adid=476138663714&gclid=Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,White paper: Transform behavioral data into actional insights| Snowplow,,https,snowplowanalytics.com,443,/resources/data-utilization/,utm_source=google-ad&utm_medium=display&utm_campaign=data-utilization&creative=476138663714&keyword=&matchtype=&network=d&device=m&campaignid=10953228903&adgroupid=109259361004&adid=476138663714&gclid=Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,,,,,,,,,,,display,google-ad,,,data-utilization,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Linux; Android 8.1.0; TECNO B1f) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.110 Mobile Safari/537.36",,,,,,en-US,,,,,,,,,,True,24,320,568,,,,Asia/Baghdad,,,320,640,UTF-8,320,6562,,,,,,,,Europe/Berlin,Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,Google,,2021-03-01 20:58:04.195,,,067bcc8ea082fcaf940893b64943edc6b718f0dd1bc1bd5d054a507c64048318,2021-03-01 20:58:11.004,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,4b32aac843f4080f8924b4a2ac413226,,,"{""contexts_com_snowplowanalytics_snowplow_web_page_1_0_0"": [{""id"": ""b38eea15-4a1d-43ca-a40f-c5200a94ad24""}]}","{""unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0"": []}","{""unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0"": []}","{""contexts_com_iab_snowplow_spiders_and_robots_1_0_0"": [{""category"": ""BROWSER"",""primary_impact"": ""NONE"",""reason"": ""PASSED_ALL"",""spider_or_robot"": ""false""}]}","{""contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0"": [{""device_family"": ""Mac"",""os_family"": ""MacOSX"",""os_major"": ""10"",""os_minor"": ""15"",""os_patch"": ""7"",""os_patch_minor"": null,""os_version"": ""MacOSX10.15.7"",""useragent_family"": ""Chrome"",""useragent_major"": ""110"",""useragent_minor"": ""0"",""useragent_patch"": ""0"",""useragent_version"": 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collector_tstamp,e5eb91e73cfd2782357af63310598fa54096945487adba2dcec8039b82c9703b,,bc0da66ea89bbb0991f1c37ecdc1830a97f1ed9e24296ef6dbf19635220a064e,1,508312389e03ec34ae2083cc3ba15ba6768b783a13d0816567fafce27ef83981,DE,,,,51.2993,9.491,,,,,,https://snowplowanalytics.com/resources/data-utilization/?utm_source=google-ad&utm_medium=display&utm_campaign=data-utilization&creative=476138663714&keyword=&matchtype=&network=d&device=m&campaignid=10953228903&adgroupid=109259361004&adid=476138663714&gclid=Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,White paper: Transform behavioral data into actional insights| Snowplow,,https,snowplowanalytics.com,443,/resources/data-utilization/,utm_source=google-ad&utm_medium=display&utm_campaign=data-utilization&creative=476138663714&keyword=&matchtype=&network=d&device=m&campaignid=10953228903&adgroupid=109259361004&adid=476138663714&gclid=Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,,,,,,,,,,,display,google-ad,,,data-utilization,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Linux; Android 8.1.0; TECNO B1f) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.110 Mobile Safari/537.36",,,,,,en-US,,,,,,,,,,True,24,320,568,,,,Asia/Baghdad,,,320,640,UTF-8,320,6562,,,,,,,,Europe/Berlin,Cj0KCQiAvvKBBhCXARIsACTePW_eI6hu7pasKIQYgmzJYm5vIi-RF-g3FLMl36zZ2hvIMgFxEv47dVwaAgm4EALw_wcB,Google,,2021-03-01 20:58:05.115,,,067bcc8ea082fcaf940893b64943edc6b718f0dd1bc1bd5d054a507c64048318,2021-03-01 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09:13:39.939000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,16a716af3c5a9eb131df1253111face2,,2021-02-26 09:13:39.940000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 02:01:19.675000,2021-03-02 02:01:18.542000,2021-03-02 02:01:18.466000,26e10987188f052eb033efeaaa1e938fdfa29ada31ed2eca82eecb6f4b0f5368,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Multiple last sessions per 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09:13:21.399000,282f4d87-3448-4e38-b310-e906f2c6362b,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,1de9fb9888e07e9991c52fb120a7be51309716bac09889e6bd5a09322cd301eb,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:13:21.401000,,,76866d07c098a96aba7a9c0efe830a68a1027d1268fbfe508279fdcb7fff258e,2021-02-26 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09:09:31.302000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,2100f74608e203262531468487cbfc55,,2021-02-26 09:09:31.304000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-01,,web,2021-03-01 20:45:44.344000,2021-03-01 20:45:42.175000,2021-03-01 20:45:36.849000,2e4cf124-87fb-4b2d-b374-dad3d8dc1445,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: event_id same 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09:12:39.065000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,07a5933a6b6b985ccaa3b610b1937e47,,2021-02-26 09:12:39.067000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 19:25:43.161000,2021-03-02 19:25:41.461000,2021-03-02 19:25:41.345000,8e3becc2-2cd9-4d0d-bf97-d5703f8a7d76,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: page_view_id different derived_tstamp,54eccd135a40e11d83dec2ddb1b0a6e208c8bd9379b0d80740c4ebf4ed60dedf,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,4,6948bc2069abe6386f0e961198b9afbf1b83e5b8c850f0eba62005b99dac3721,IE,L,Dublin,D02,53.3338,-6.2488,Leinster,,,,,https://snowplowanalytics.com/why-snowplow/,,https://snowplowanalytics.com/,https,snowplowanalytics.com,443,/why-snowplow/,,,https,snowplowanalytics.com,443,/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:86.0) Gecko/20100101 Firefox/86.0,,,,,,en-US,,,,,,,,,,true,24,1920,950,,,,Europe/Berlin,,,1920,1080,UTF-8,1908,6569,,,,,,,,Europe/Dublin,,,,2021-03-02 19:25:41.434000,,,7605342329f0b916a4c1bcd8bddad038988920fb24f74ca9e7ada5d96df32c60,2021-03-02 19:25:41.372000,unstruct,com.snowplowanalytics.snowplow-website,snplow_cookies,jsonschema,1-0-0,48f3158f07887adb35c282d32a637d00,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:09:16.339000,2021-02-26 09:09:14.705000,2021-02-26 09:09:14.542000,8e4eee20-ca8d-402b-a6f7-16979db40261,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,1c2e3fabb7cc1c6c1ba7789c1821ccb32e24cb064074c514f05a99bce4590a9f,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:09:14.543000,,,c108fe1f4b9e3dc6bdee09b113757168376a21dcd9baa3fe44addcf81e43ca5e,2021-02-26 09:09:14.704000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,11e5f9add6156838f50000b3503d3f12,,2021-02-26 09:09:14.705000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:08:46.039000,2021-02-26 09:08:44.838000,2021-02-26 09:08:44.675000,8ea8042f-77aa-41e7-ab97-0523b8533d1b,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,5a5b329daba8f027ed85c30dd00f0ae5f5ac4c4b53cd26a7816b88e10158b97a,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:08:44.677000,,,dc662c1a53d38f910d380bdb2d0cca3fcd55a15752a581d874571bfb2479e644,2021-02-26 09:08:44.836000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,3220a858e6d005edea97ec2a4ff112c8,,2021-02-26 09:08:44.838000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:12:40.478000,2021-02-26 09:12:39.954000,2021-02-26 09:12:39.791000,8fcc301a-a694-4668-8c0a-b3523b5a711e,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,134db4187db0e51bc13ad9f2f5e839edc04450757f6aa6cababd64f85056a805,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:12:39.792000,,,83f26b23d2cda96cd343f0127872483476e1ceabad8405354f2cf9b016dd0c36,2021-02-26 09:12:39.953000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,5e1356244a21300a8ba7648694d33232,,2021-02-26 09:12:39.954000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:09:14.823000,2021-02-26 09:09:13.509000,2021-02-26 09:09:13.343000,929dc773-b1b5-4f5e-84c9-c032a8ce8a22,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,1c2e3fabb7cc1c6c1ba7789c1821ccb32e24cb064074c514f05a99bce4590a9f,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:09:13.345000,,,c108fe1f4b9e3dc6bdee09b113757168376a21dcd9baa3fe44addcf81e43ca5e,2021-02-26 09:09:13.507000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,c0efd823fade18c6729668c838333cf2,,2021-02-26 09:09:13.509000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:13:06.179000,2021-02-26 09:13:04.615000,2021-02-26 09:13:04.451000,9949db4f-f497-4995-bb42-4f02ebcc03f4,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,00806d345ef7311fafe3ea0b9967e515016d9c8b76e4803e714346e38b9d88bd,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:13:04.452000,,,869261383bb07eb621b0b231d6c2e74757179fd40dcfc0bcecbc72dc4613317b,2021-02-26 09:13:04.614000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,a1b467dbe4dd5b2b4751f2cd6cf5a6fd,,2021-02-26 09:13:04.615000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 19:25:43.159000,2021-03-02 19:25:41.415000,2021-03-02 19:25:41.336000,9a900d26-cf2f-4cc9-bfe2-58ef55462018,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: page_view_id different derived_tstamp,54eccd135a40e11d83dec2ddb1b0a6e208c8bd9379b0d80740c4ebf4ed60dedf,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,4,6948bc2069abe6386f0e961198b9afbf1b83e5b8c850f0eba62005b99dac3721,IE,L,Dublin,D02,53.3338,-6.2488,Leinster,,,,,https://snowplowanalytics.com/why-snowplow/,Why Snowplow is a leading behavioral data management platform | Snowplow,https://snowplowanalytics.com/,https,snowplowanalytics.com,443,/why-snowplow/,,,https,snowplowanalytics.com,443,/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:86.0) Gecko/20100101 Firefox/86.0,,,,,,en-US,,,,,,,,,,true,24,1920,950,,,,Europe/Berlin,,,1920,1080,UTF-8,1908,6569,,,,,,,,Europe/Dublin,,,,2021-03-02 19:25:41.338000,,,7605342329f0b916a4c1bcd8bddad038988920fb24f74ca9e7ada5d96df32c60,2021-03-02 19:25:41.413000,page_view,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,6a5d57713891da0f53664a7fabdf94c7,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-03-09,true base,web,2021-03-09 21:41:58.473000,2021-03-09 21:41:56.571000,2021-03-09 21:41:56.474000,9b02c625-be4a-4281-bb5b-553079fa8a76,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,long session,b6f7f218091c897a4b22da806d763fc0fa808e30fca16a49b01305ca82b2fcb3,,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,1,fe2a9174896600e5063428c2722bd4535146c4f04799fcd8a483974851b9ef08,GB,SRY,Redhill,RH1,51.24,-0.0973,Surrey,,,,,https://snowplowanalytics.com/resources/data-quality-starts-with-data-collection/?success=true,White paper: Data quality starts with data collection | Snowplow,https://go.snowplowanalytics.com/l/571483/2020-10-21/3sddjls,https,snowplowanalytics.com,443,/resources/data-quality-starts-with-data-collection/,success=true,,https,go.snowplowanalytics.com,443,/l/571483/2020-10-21/3sddjls,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (iPhone; CPU iPhone OS 14_4 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.0.3 Mobile/15E148 Safari/604.1",,,,,,en-gb,,,,,,,,,,true,32,414,715,,,,Europe/London,,,414,896,UTF-8,414,5891,,,,,,,,Europe/London,,,,2021-03-09 21:41:56.474000,,,2bfc2c760c3ac434953eefd7903789429c8a5f8171c4b8b26aee93108b77bd35,2021-03-09 21:41:56.571000,page_view,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,345495e4af30e64677bb7a6f1724228f,,,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,,1,1 +2021-03-02,,web,2021-03-02 19:52:13.719000,2021-03-02 19:52:12.254000,2021-03-02 19:52:10.116000,9b862145-97d6-4532-a576-3d7431b8b7c9,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: page_view_id different derived_tstamp,54eccd135a40e11d83dec2ddb1b0a6e208c8bd9379b0d80740c4ebf4ed60dedf,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,4,6948bc2069abe6386f0e961198b9afbf1b83e5b8c850f0eba62005b99dac3721,IE,L,Dublin,D02,53.3338,-6.2488,Leinster,,,,,https://discourse.snowplowanalytics.com/t/is-it-possible-to-connect-snowplow-enrich-and-snowplow-collector-to-kafka-which-is-not-in-the-same-network/3661,Is it possible to connect snowplow-enrich and 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09:13:28.419000,cdfb2bdf-e3fd-4494-82b1-9a87ee7c3734,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,1de9fb9888e07e9991c52fb120a7be51309716bac09889e6bd5a09322cd301eb,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:13:28.421000,,,76866d07c098a96aba7a9c0efe830a68a1027d1268fbfe508279fdcb7fff258e,2021-02-26 09:13:28.582000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,f8ce0b03580163a8a3b77ca6dea9343c,,2021-02-26 09:13:28.584000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:12:55.592000,2021-02-26 09:12:54.174000,2021-02-26 09:12:54.012000,ce2b0e96-7dbe-4d0c-a18c-86bd9408628e,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,134db4187db0e51bc13ad9f2f5e839edc04450757f6aa6cababd64f85056a805,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:12:54.012000,,,83f26b23d2cda96cd343f0127872483476e1ceabad8405354f2cf9b016dd0c36,2021-02-26 09:12:54.174000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,e4e3d49e1f82d340011f51dc462376e5,,2021-02-26 09:12:54.174000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:13:13.755000,2021-02-26 09:13:13.220000,2021-02-26 09:13:13.057000,cea16330-77a5-4da3-8d15-1dee73778b71,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,da03a5870047e2c5a11c07f101695745a9e5adac316d1193cb55aa2c6485f611,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:13:13.058000,,,3e691dfad8c64723e4b7e69c2e5f8ad04a0a8f5909e8cc7f427f7d8e98d412cb,2021-02-26 09:13:13.219000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,2214162a578bc7dd24e726ea5ca0ee05,,2021-02-26 09:13:13.220000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:10:10.718000,2021-02-26 09:10:10.249000,2021-02-26 09:10:10.083000,d1d3b778-8971-4fb0-97f3-53161d5a4a0f,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,e2cd5ee3d241a43551ca5cba411cd1a45b42212d327f23cfaa26fe3309230af6,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:10:10.085000,,,bfdf84360c57f3a6717aeef737eb5acc4a52be052bb535ce65d776ce1e052329,2021-02-26 09:10:10.247000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,3c278cc82a779def0cd76ad0707cba5f,,2021-02-26 09:10:10.249000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:10:03.206000,2021-02-26 09:09:42.497000,2021-02-26 09:09:42.334000,d2731ab1-14ad-45c2-9677-7fc71cb2e253,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,500f51265e0bf069bec25770e498c9d54fa89a1eed44d4a08d999d5e2f7852ab,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:09:42.335000,,,94dd018c59f7402ae0c5bc1d0580f67ce8fc8a6d40007b202e15310db093ec3e,2021-02-26 09:09:42.496000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,88eb939ff591b18d3bd8c762198c410b,,2021-02-26 09:09:42.497000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:09:25.417000,2021-02-26 09:09:24.713000,2021-02-26 09:09:24.548000,d629cda4-db63-4d0e-92a5-c867ba18f143,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,f16ba0227d205b0269501cfb4cfd9f010fc4069c2901e530a9bdffcf21ff7242,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:09:24.550000,,,6cc9e83a85c5d8f6a081f933d77bc1ca801c6166a07a65a06e8189467a4766fe,2021-02-26 09:09:24.711000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,82599742652d2823acd6010813f76673,,2021-02-26 09:09:24.713000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:10:03.424000,2021-02-26 09:10:00.913000,2021-02-26 09:10:00.750000,d72bb29c-606d-46e8-9788-dc21ebf925b8,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,4e28e51765e9c3fc3b5b7090a47a0a04ea204d0b6d1070e6844607faf95badfd,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:10:00.752000,,,50c7ec69e5e45dbfaa34d0d4cf95804025b3afb4486cf23d615106105614c1c2,2021-02-26 09:10:00.911000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,71270654dfdb637a1a13fbb886a59646,,2021-02-26 09:10:00.913000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 19:52:13.719000,2021-03-02 19:52:12.254000,2021-03-02 19:52:12.056000,d74c3766-f050-4d01-b5c3-846fcb5ab011,,eng.gcp-dev1,js-2.17.2,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,dupe: page_view_id different derived_tstamp,54eccd135a40e11d83dec2ddb1b0a6e208c8bd9379b0d80740c4ebf4ed60dedf,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,4,6948bc2069abe6386f0e961198b9afbf1b83e5b8c850f0eba62005b99dac3721,IE,L,Dublin,D02,53.3338,-6.2488,Leinster,,,,,https://discourse.snowplowanalytics.com/t/scala-stream-collector-integration-with-kafka/354,Scala Stream collector integration with Kafka - For engineers - Discourse – Snowplow,,https,discourse.snowplowanalytics.com,443,/t/scala-stream-collector-integration-with-kafka/354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:86.0) Gecko/20100101 Firefox/86.0,,,,,,en-US,,,,,,,,,,true,24,1920,950,,,,Europe/Berlin,,,1920,1080,UTF-8,1908,4354,,,,,,,,Europe/Dublin,,,,2021-03-02 19:52:12.058000,,,7605342329f0b916a4c1bcd8bddad038988920fb24f74ca9e7ada5d96df32c60,2021-03-02 19:52:12.252000,page_view,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,c560498062992abb3e3053b014a74d45,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-03-02,,web,2021-03-02 07:23:24.741000,2021-03-02 07:23:23.357000,2021-03-02 07:23:23.297000,d899b7bd74bcabef7265ac2de9b349b9c7eefcfb972c2e984ef93d8b8e5c8514,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Multiple first sessions per user,47dee7480c6c51b871139b8ea16e9e19c1de2b2947bee2d0954074dd0fe2413f,,066d5a7eecd5792fc6700998b72e58da69e690d9a6fb23c3b70f2bdb41230a70,1,3dadde83d0fcbfaad8b54a9380e608d1d0d7a607c90b2fbe1cb585b984331bdb,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started,,,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started,,,,,,,,,,,authentication,login,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,1256,,,,,,,,Europe/London,,,,2021-03-02 07:23:24.741000,,,6f19f1f4f43224f646d6fed6358c39152faa088f7ab2d90f0a791ea1210a4656,2021-03-02 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09:10:12.368000,eef08eb3-7237-43a5-bd86-f1c7347b3aa7,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,e2cd5ee3d241a43551ca5cba411cd1a45b42212d327f23cfaa26fe3309230af6,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:10:12.369000,,,bfdf84360c57f3a6717aeef737eb5acc4a52be052bb535ce65d776ce1e052329,2021-02-26 09:10:12.529000,unstruct,com.snowplowanalytics.snowplow,consent_preferences,jsonschema,1-0-2,53b6c8d75cb2e23669479f6591baaaed,,2021-02-26 09:10:12.530000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 22:59:30.436000,2021-03-02 22:59:29.753000,2021-03-02 22:59:29.679000,ef9789a7-c267-4635-acd4-d60a3e69ff70,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,No edge cases,437be6095cb6eb2c2cf770cbad44393ca34b96e3ac36727c8349689531ff35df,,0691aaf040cd39a08408e62e5d015cc2cef433f1a95e5f6767d62d24bd4be237,1,0a744995d1b20946604ec0c1af35363ce4960cc32b4146b29571d2e5a12aa75d,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-models/webmodel,Snowplow Insights,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-models,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-models/webmodel,,,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-models,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,2680,,,,,,,,Europe/London,,,,2021-03-02 22:59:29.680000,,,0b0c7bb589ebd041177514f3e43446ca5d4343328936d2f8f12a42b41bf9140d,2021-03-02 22:59:29.752000,page_ping,com.snowplowanalytics.snowplow,page_ping,jsonschema,1-0-0,9308cc6fca345fc697149abcaf765ceb,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-03-04,,web,2021-03-04 22:59:30.436000,2021-03-04 22:59:29.753000,2021-03-04 22:59:29.679000,ef9789a7-c267-4635-acd4-d60a3e69fg90,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,No edge cases,437be6095cb6eb2c2cf770cbad44393ca34b96e3ac36727c8349689531ff35df,,0691aaf040cd39a08408e62e5d015cc2cef433f1a95e5f6767d62d24bd4be237,1,0a744995d1b20946604ec0c1af35363ce4960cc32b4146b29571d2e5a12aa75d,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-models/webmodel,Snowplow Insights,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-models,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-models/webmodel,,,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-models,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,0,0,0,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,2680,,,,,,,,Europe/London,,,,2021-03-04 22:59:29.680000,,,0b0c7bb589ebd041177514f3e43446ca5d4343328936d2f8f12a42b41bf9140e,2021-03-04 22:59:29.752000,page_ping,com.snowplowanalytics.snowplow,page_ping,jsonschema,1-0-0,9308cc6fca345fc697149abcaf765ceb,,,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,,1,1 +2021-03-02,,web,2021-03-02 02:01:27.777000,2021-03-02 02:01:26.260000,2021-03-02 02:01:26.002000,f1e8df220890a90fce741cb627a8d272d23b737d419283c539d48facc8508c58,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Multiple last sessions per user,bc62ddd4ad5e0ebf75d399f42e44aa6f88c0c56fc74906df7f42b39b20287cd9,,24837eb265f7e3f2e82196a3c3a05bf028135683819ab8ded7b8b79753bd52dd,1,c654d163d54ee3af79838ea132f1520600e576edb90fad2a99f58e22446754b5,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-structures,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-structures,,,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,1256,,,,,,,,Europe/London,,,,2021-03-02 02:01:27.777000,,,cde5b90f34224b1a94351fa90fcb61d41b26a52a1a8381603cf538a11edd2bb2,2021-03-02 02:01:27.777000,unstruct,com.snowplowanalytics.console,data_structures_workflow,jsonschema,1-0-2,07668b0bac96c3c9e5d6dfa4375bad85,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-03-03,,web,2021-03-03 15:55:27.777000,2021-03-03 15:55:26.260000,2021-03-03 15:55:26.002000,f9203a64da0dbcf3f4d9b0591c016c296be802a13b9229ad7d4f4d1be7c983e7,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Rotating domain_userid per session,437be6095cb6eb2c2cf770cbad44393ca34b96e3ac36727c8349689531ff35df,,1f72f389728c48c5bd7d1b2fcec0a749c8bb06345d16c9546f9b1dce77e45537f,1,74a50e593ac942ea63c16456c723622cfd94225261f23019f817c20c22cfa01c,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-structures,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-structures,,,http,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,1256,,,,,,,,Europe/London,,,,2021-03-03 15:55:26.201000,,,540b6c4f7c15de9093e0f4f6cf45a062fba7606ce64558a0b1c5a34d8bb33af5,2021-03-03 15:55:26.061000,unstruct,com.snowplowanalytics.console,data_structures_workflow,jsonschema,1-0-2,07668b0bac96c3c9e5d6dfa4375bad85,,,b3c883845957060b8cbebdaec8366d1d4ec6ad283eba1c70e8a512ec43d10875,,1,1 +2021-03-02,,web,2021-03-02 02:01:28.297000,2021-03-02 02:01:27.085000,2021-03-02 02:01:27.015000,f9640a69aa3dfa613b8c8d399e0d7d9d86085723abc586d3cee17ec07a87e2a7,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Multiple last sessions per user,bc62ddd4ad5e0ebf75d399f42e44aa6f88c0c56fc74906df7f42b39b20287cd9,,24837eb265f7e3f2e82196a3c3a05bf028135683819ab8ded7b8b79753bd52dd,1,2b04c5552cb56c0eaa8ceaa211cceae5d804e7d01dbf18314cf261c214419a81,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-models-dummy-row,Dummy title - will cause dupes,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/data-structures,http-dummy-row,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-models-dummy-row,,,http-dummy-row,localhost-dummy-row,3000,/177234df-d425-412e-ad8d-8b97515b2807/data-structures-dummy-row,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,1256,,,,,,,,Europe/London,,,,2021-03-02 02:01:28.297000,,,93c11143f1de24d8f77c80bd138e815aa705a32a288a2b71bee522426b9aacc8,2021-03-02 02:01:28.297000,page_view,com.snowplowanalytics.snowplow,page_view,jsonschema,1-0-0,f874599f15a2fa7e2cc79703b1200b3d,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 +2021-03-03,consent_accel,web,2021-03-03 09:14:00.640000,2021-03-03 09:14:00.224000,2021-03-03 09:14:00.055000,fb0cdd73-bc4b-4d03-a180-63a19c00df21,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,5c33a6ad2bfdd4e3834eaa82587236422263213cb7c3a72c133c8c7546282d36,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-03-03 09:14:00.058000,,,e45e0ee9f7a7cae60065a4c29dd5d80f37f2dbbf462c2335456b30336301ee42,2021-03-03 09:14:00.221000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,f2beb696bb836aa3b2a7541bce77b372,,2021-03-03 09:14:00.224000,b3c883845957060b8cbebdaec8366d1d4ec6ad283eba1c70e8a512ec43d10875,,1,1 +2021-02-26,consent_accel,web,2021-02-26 09:13:51.567000,2021-02-26 09:13:49.634000,2021-02-26 09:13:49.453000,fea8f9c4-64c8-42c0-a372-c18166975d9a,,ns1,js-3.6.0,ssc-2.8.2-kinesis,02snowplow-enrich-kinesis-3.5.1-3-0de2af34-SNAPSHOT,consent_accel,363be10f6b66b9a2bf70c9bd520fde42e9ce0e9418f1a22c7d15511173a650eb,,a3126628f62daa41fa82c51e6eb2430645a1c000356e2dde3237310b7da28c06,1,33103588f9ac2f6c74557440ff45babd1a36fd775d573eec94d002f2322a4070,GR,A1,Piraeus,,37.964,23.6359,Attica,,,,,https://89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io/cmp,,,https,89d4-2a02-85f-f008-6d7c-61e5-16dc-e052-5734.eu.ngrok.io,443,/cmp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/106.0.0.0 Safari/537.36",,,,,,el-GR,,,,,,,,,,true,30,865,911,,,,,,,1728,1117,UTF-8,865,911,,,,,,,,Europe/Athens,,,,2021-02-26 09:13:49.455000,,,903567378ac414a23177416bee078ef09fe022ea4de57d2319c2d19b88c72b92,2021-02-26 09:13:49.632000,unstruct,com.snowplowanalytics.snowplow,cmp_visible,jsonschema,1-0-0,196f3839515b10a44cba274ed1267968,,2021-02-26 09:13:49.634000,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,,1,1 +2021-03-02,,web,2021-03-02 07:23:24.741000,2021-03-02 07:23:23.357000,2021-03-02 07:23:23.297000,ff52fa6f64c35d342eba1ef9086cc4c491bc709d8297c25d7653f32eaf4718cd,,msc-gcp-dev1,js-2.16.3,ssc-2.1.2-googlepubsub,beam-enrich-1.4.2-rc1-common-1.4.2-rc1,Multiple first sessions per user,47dee7480c6c51b871139b8ea16e9e19c1de2b2947bee2d0954074dd0fe2413f,,066d5a7eecd5792fc6700998b72e58da69e690d9a6fb23c3b70f2bdb41230a70,1,99c5844f8484736f88d68e54f4d13f74b597fb5b069c0c067369d8952fc2822d,GB,HCK,Hackney,E2,51.5507,-0.0537,Hackney,,,,,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started-dummy-row,Dummy title - will cause dupes,http://localhost:3000/177234df-d425-412e-ad8d-8b97515b2807/getting-started,http-dummy-row,localhost,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started-dummy-row,,,http-dummy-row,localhost-dummy-row,3000,/177234df-d425-412e-ad8d-8b97515b2807/getting-started-dummy-row,,,,,,,,,,,authentication,login,,,,,,,,,,,,,,,,,,,,,,"Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.192 Safari/537.36",,,,,,en-GB,true,false,false,false,false,false,false,false,false,true,24,2560,1256,,,,Europe/London,,,2560,1440,UTF-8,2560,1256,,,,,,,,Europe/London,,,,2021-03-02 07:23:24.741000,,,df2bf41d09f5f900cd6bd564d1ae403843c9cd767081e38bf614c950a4f73b32,2021-03-02 07:23:24.741000,struct,com.google.analytics,event,jsonschema,1-0-0,70fe4267f6e96fb0e2704405c355c35a,,,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,,1,1 diff --git a/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected.csv b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected.csv new file mode 100644 index 00000000..e1105505 --- /dev/null +++ b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected.csv @@ -0,0 +1,2 @@ +session_identifier +2bfc2c760c3ac434953eefd7903789429c8a5f8171c4b8b26aee93108b77bd35 \ No newline at end of file diff --git a/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_custom.csv b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_custom.csv new file mode 100644 index 00000000..e508fbbb --- /dev/null +++ b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_custom.csv @@ -0,0 +1,2 @@ +session_identifier +887766f6-dc02-4eb1-9ec5-c997f1cd0d3b diff --git a/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_sessions_custom.csv b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_sessions_custom.csv new file mode 100644 index 00000000..d9452be0 --- /dev/null +++ b/integration_tests/data/base/expected/snowplow_base_quarantined_sessions_expected_sessions_custom.csv @@ -0,0 +1 @@ +session_identifier diff --git a/integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected.csv b/integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected.csv new file mode 100644 index 00000000..110ba838 --- /dev/null +++ b/integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected.csv @@ -0,0 +1,46 @@ +session_identifier,user_identifier,start_tstamp,end_tstamp +df2bf41d09f5f900cd6bd564d1ae403843c9cd767081e38bf614c950a4f73b32,066d5a7eecd5792fc6700998b72e58da69e690d9a6fb23c3b70f2bdb41230a70,2021-03-02 07:23:18.542,2021-03-02 07:23:23.357 +6f19f1f4f43224f646d6fed6358c39152faa088f7ab2d90f0a791ea1210a4656,066d5a7eecd5792fc6700998b72e58da69e690d9a6fb23c3b70f2bdb41230a70,2021-03-02 07:23:18.542,2021-03-02 07:23:27.085 +0b0c7bb589ebd041177514f3e43446ca5d4343328936d2f8f12a42b41bf9140d,0691aaf040cd39a08408e62e5d015cc2cef433f1a95e5f6767d62d24bd4be237,2021-03-02 22:59:29.753,2021-03-02 22:59:29.753 +0b0c7bb589ebd041177514f3e43446ca5d4343328936d2f8f12a42b41bf9140c,0691aaf040cd39a08408e62e5d015cc2cef433f1a95e5f6767d62d24bd4be237,2021-03-02 15:55:18.542,2021-03-02 15:59:29.753 +93c11143f1de24d8f77c80bd138e815aa705a32a288a2b71bee522426b9aacc8,24837eb265f7e3f2e82196a3c3a05bf028135683819ab8ded7b8b79753bd52dd,2021-03-02 02:01:27.085,2021-03-02 02:01:27.085 +cde5b90f34224b1a94351fa90fcb61d41b26a52a1a8381603cf538a11edd2bb2,24837eb265f7e3f2e82196a3c3a05bf028135683819ab8ded7b8b79753bd52dd,2021-03-02 02:01:18.542,2021-03-02 02:01:27.085 +37b340c11359852988ae9b4f77f0c4b283cf2d4e87e2b5e5bceda36a185b81ff,434dff58299fdc4f124ddf56a4f117d76f69bedb06f76d9858ffde85e16e14e1,2021-03-02 23:57:04.708,2021-03-03 00:47:49.411 +7605342329f0b916a4c1bcd8bddad038988920fb24f74ca9e7ada5d96df32c60,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,2021-03-02 19:25:22.757,2021-03-02 20:08:24.466 +540b6c4f7c15de9093e0f4f6cf45a062fba7606ce64558a0b1c5a34d8bb33af5,2e340eb6e94820ea8369c0174c612260d1cfe9d41f0fe46268994e28d9c0bbf17,2021-03-02 15:55:18.542,2021-03-04 15:55:27.085 +79831faefff0edc56d0d93ccf192b5bb58c07bec8dfff185f5cc4b104c2f0a08,434dff58299fdc4f124ddf56a4f117d76f69bedb06f76d9858ffde85e16e14e1,2021-03-01 23:57:04.708,2021-03-01 23:57:07.557 +4d34b56a2a474e7c5d7f125c9a0ed11b7e526bf99910d6d31afaf6a8cc25d7ae,b3c883845957060b8cbebdaec8366d1d4ec6ad283eba1c70e8a512ec43d10875,2021-03-01 18:01:08.690,2021-03-01 18:01:11.026 +b5c4939c16dd0f5a4396ca24474d8b050786710b1b48319ba19c5febfcb71a3b,,2021-03-01 17:09:42.324,2021-03-01 17:09:42.324 +2bfc2c760c3ac434953eefd7903789429c8a5f8171c4b8b26aee93108b77bd35,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,2021-03-01 21:39:43.815,2021-03-04 21:39:43.815 +e7971181261e72dbc9abe9eb6cdfe9eb7ae86085b2e9b39b7ed1fae2404b74e8,ff7476176c5d1d89c760645b851c595096bab40f6f4a35752f96360dd534a0bb,2021-03-01 00:30:19.971,2021-03-01 00:30:20.182 +067bcc8ea082fcaf940893b64943edc6b718f0dd1bc1bd5d054a507c64048318,bc0da66ea89bbb0991f1c37ecdc1830a97f1ed9e24296ef6dbf19635220a064e,2021-03-01 20:45:42.175,2021-03-01 20:59:20.601 +76866d07c098a96aba7a9c0efe830a68a1027d1268fbfe508279fdcb7fff258e,1de9fb9888e07e9991c52fb120a7be51309716bac09889e6bd5a09322cd301eb,2021-02-26 09:13:21.563,2021-02-26 09:13:30.423 +3a580aee269b69177d7306ef1e1d4e0acdc846c379449b71861b8f3918c4c6be,07fde81e45ba6f5592a8fff724af99e4df5041945fc576f5daf9cbfdbf1a270e,2021-02-26 09:09:31.304,2021-02-26 09:09:31.304 +3e691dfad8c64723e4b7e69c2e5f8ad04a0a8f5909e8cc7f427f7d8e98d412cb,da03a5870047e2c5a11c07f101695745a9e5adac316d1193cb55aa2c6485f611,2021-02-26 09:13:11.723,2021-02-26 09:13:13.220 +83f26b23d2cda96cd343f0127872483476e1ceabad8405354f2cf9b016dd0c36,134db4187db0e51bc13ad9f2f5e839edc04450757f6aa6cababd64f85056a805,2021-02-26 09:12:30.142,2021-02-26 09:12:54.174 +90af0c6f7463fc73b62d806cd8766617eec590e5da9eda06e93145a0bd210ad7,2816bdb9d221b9354c1d45472e3624b7531265c5d644bb2aa760c1b6b57a3d8e,2021-02-26 09:11:49.893,2021-02-26 09:11:53.055 +7ccbd6f19df7148f2465c8b49a4393183a0b0686551f816bb8d6f927cbd1456e,7e3708bb1215322c1c027e4221f2d9827efac748a8cc86c31af0b9189497d8f1,2021-02-26 09:09:03.413,2021-02-26 09:09:04.213 +f2548eca4408f598564cf8eb538e500958e6d37fcf8a31fc67e65d0dc106ccfd,e68aed5607b154baa57412f64e5111ca75ae44366e31e25bc12cb55126fb3927,2021-02-26 09:10:32.282,2021-02-26 09:10:42.881 +d4ff9239df44c0118230604421cbce045d151003eeb9e2d6c2ea636d4f76b902,4b0897e90a332f443964f2549dfee262f1f673a5ccacf2bd21d17c0bec50c572,2021-02-26 09:12:22.256,2021-02-26 09:12:23.161 +9b36ac17669e3daa5e6a3fbbdad2aa1fb1a955890009729cf50a4d08a60f21b7,8b996f0b240407b9c815f217e172be56c2f8b2d92edaddfaf03c293197ec00c4,2021-02-26 09:10:59.572,2021-02-26 09:11:09.446 +c108fe1f4b9e3dc6bdee09b113757168376a21dcd9baa3fe44addcf81e43ca5e,1c2e3fabb7cc1c6c1ba7789c1821ccb32e24cb064074c514f05a99bce4590a9f,2021-02-26 09:09:13.509,2021-02-26 09:09:14.705 +99f714c328e2199b47b3adfa64256b094d372e1b7373bb3f38ab26da22b04a2c,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,2021-02-26 09:09:52.031,2021-02-26 09:09:54.064 +903567378ac414a23177416bee078ef09fe022ea4de57d2319c2d19b88c72b92,a3126628f62daa41fa82c51e6eb2430645a1c000356e2dde3237310b7da28c06,2021-02-26 09:13:49.634,2021-02-26 09:13:51.444 +6b6879d9e53e997aa9088804875db367278932be0dc35363d4e53113919a631e,6ca9c8b725d2e3c76cd49fb6f4fe1fcc47684380876e99dc18dc0861a5d7f58e,2021-02-26 09:12:13.298,2021-02-26 09:12:15.804 +166b0f10fed15ab16fa0af92e3ec6553d405b9de6f6e1c2c5c647e7b454fbb80,ada2a4d74ae4a10bcba4440a1a9f35207d0b6a33303e024c3efe07b76620070b,2021-02-26 09:11:16.598,2021-02-26 09:11:30.207 +5218442a0d964fb71046c481e1a339d55571c8550efa366291a81dc59e685b3d,7a1f9fdd5eba61e0c6b848879bdc46e270341a5dbf3509e5663f0c841135bc95,2021-02-26 09:10:49.990,2021-02-26 09:10:52.577 +5e08b7d4c11cd89a37cc3d17b8805ba799607c59768c367e81588dc22a2d4635,319f2800aa7cb1792187806d0c37e20a644b891c31da473979e057e7e8619506,2021-02-26 09:08:53.689,2021-02-26 09:08:54.814 +1199fe617dcd77586c64415afb4e9339b7b9dc09de006eb1bf1d2c043262888a,55572b5893a5fd343df9d1d90c5a33de6baaa268018b9ab3f851a509414bc3cc,2021-02-26 09:11:39.201,2021-02-26 09:11:41.195 +bfdf84360c57f3a6717aeef737eb5acc4a52be052bb535ce65d776ce1e052329,e2cd5ee3d241a43551ca5cba411cd1a45b42212d327f23cfaa26fe3309230af6,2021-02-26 09:10:10.249,2021-02-26 09:10:12.530 +50c7ec69e5e45dbfaa34d0d4cf95804025b3afb4486cf23d615106105614c1c2,4e28e51765e9c3fc3b5b7090a47a0a04ea204d0b6d1070e6844607faf95badfd,2021-02-26 09:10:00.913,2021-02-26 09:10:03.418 +98e03561d7f6ae6b427ed9febfa5f629f536f4592a1aa60221fc4cad30c1b6b0,14adabe838147abf8a9ded33827f7e0b109221d7e0f7aad87166010ee9e1ebc9,2021-02-26 09:13:39.082,2021-02-26 09:13:39.940 +94dd018c59f7402ae0c5bc1d0580f67ce8fc8a6d40007b202e15310db093ec3e,500f51265e0bf069bec25770e498c9d54fa89a1eed44d4a08d999d5e2f7852ab,2021-02-26 09:09:40.737,2021-02-26 09:09:42.497 +dc662c1a53d38f910d380bdb2d0cca3fcd55a15752a581d874571bfb2479e644,5a5b329daba8f027ed85c30dd00f0ae5f5ac4c4b53cd26a7816b88e10158b97a,2021-02-26 09:08:28.324,2021-02-26 09:08:46.917 +6cc9e83a85c5d8f6a081f933d77bc1ca801c6166a07a65a06e8189467a4766fe,f16ba0227d205b0269501cfb4cfd9f010fc4069c2901e530a9bdffcf21ff7242,2021-02-26 09:09:22.656,2021-02-26 09:09:24.713 +869261383bb07eb621b0b231d6c2e74757179fd40dcfc0bcecbc72dc4613317b,00806d345ef7311fafe3ea0b9967e515016d9c8b76e4803e714346e38b9d88bd,2021-02-26 09:13:01.552,2021-02-26 09:13:04.615 +ed61377bf8dfa0a6e258ee1342067f1df9d3df24fc90180a3e0f5fcdecaa0dc9,0f71eec8632b70a49da4c51f0397b06bfd3809cec5b19988cd6c31eb73448993,2021-02-26 09:12:02.380,2021-02-26 09:12:05.520 +e45e0ee9f7a7cae60065a4c29dd5d80f37f2dbbf462c2335456b30336301ee42,5c33a6ad2bfdd4e3834eaa82587236422263213cb7c3a72c133c8c7546282d36,2021-03-03 09:14:00.224,2021-03-03 09:14:01.599 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b/integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected_custom.csv @@ -0,0 +1,46 @@ +session_identifier,user_identifier,start_tstamp,end_tstamp +5a82c657-0de5-4387-a2ac-cd940e22d614,0303c73c-928a-4836-b14e-af4828a1c121,2021-03-02 07:23:18.542,2021-03-02 07:23:23.357 +082c22fa-af0a-437a-a1f2-290138f23772,0303c73c-928a-4836-b14e-af4828a1c121,2021-03-02 07:23:18.542,2021-03-02 07:23:27.085 +bc6edaee-67d7-473b-a04a-bfa13de6bf85,559ffc47-4fa2-4279-a5cc-7f3e8747c10b,2021-03-02 22:59:29.753,2021-03-02 22:59:29.753 +26633187-3bd8-4f1c-b206-35082aaf5e1a,559ffc47-4fa2-4279-a5cc-7f3e8747c10b,2021-03-02 15:55:18.542,2021-03-02 15:59:29.753 +56ad1cbd-d20f-461f-a8a9-4ff7788e6723,a4102b0e-5ded-49b0-859b-20b64e561657,2021-03-02 02:01:27.085,2021-03-02 02:01:27.085 +7acfa045-8e47-4397-92f8-f57e12a76c14,a4102b0e-5ded-49b0-859b-20b64e561657,2021-03-02 02:01:18.542,2021-03-02 02:01:27.085 +cfde71e2-fb60-4c44-94ae-5471389b7495,7ce341e7-fd4c-44ed-8c2b-f420a0326098,2021-03-02 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/dev/null +++ b/integration_tests/data/base/expected/snowplow_base_sessions_this_run_expected_sessions_custom.csv @@ -0,0 +1,12 @@ +session_identifier,user_identifier,start_tstamp,end_tstamp +2021-02-26,f75a85d70c476daad5346389a17cb7611bcad04ac23dc7793c2da5a28d3fc4b3,2021-02-26 09:08:28.324000,2021-02-26 09:13:51.444000 +2021-03-01,ff7476176c5d1d89c760645b851c595096bab40f6f4a35752f96360dd534a0bb,2021-03-01 00:30:19.971000,2021-03-01 23:57:07.557000 +2021-03-02,f897c486aa47cefa7478e3db62c797922b9fe006fc10fc05dd4b71abbbbdcae2,2021-03-02 02:01:18.542000,2021-03-02 23:57:07.557000 +2021-03-03,b3c883845957060b8cbebdaec8366d1d4ec6ad283eba1c70e8a512ec43d10875,2021-03-03 00:17:16.091000,2021-03-03 21:39:50.989000 +2021-03-04,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,2021-03-04 15:55:27.085000,2021-03-04 22:59:29.753000 +2021-03-05,4f011c929234934761dfff0bca3b5509a1b6d139560439e894a8d26a363654ad,2021-03-05 21:39:51.022000,2021-03-05 21:39:51.022000 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diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index af89961a..c31e7530 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -19,13 +19,49 @@ clean-targets: - "dbt_modules" - "dbt_packages" + +# Completely or partially remove models from the manifest during run start. +on-run-start: + - "{{ snowplow_utils.snowplow_delete_from_manifest(var('models_to_remove',[]), ref('snowplow_incremental_manifest_actual')) }}" + +# Update manifest table with last event consumed per sucessfully executed node/model and # test_get_successful_models requires the run_results object which is only present on run-end -on-run-end: "{{ test_get_successful_models(enabled=var('enabled_test_get_successful_models', false)) }}" +on-run-end: + - "{{ test_get_successful_models(enabled=var('enabled_test_get_successful_models', false)) }}" + - "{{ snowplow_utils.snowplow_incremental_post_hook('snowplow', var('snowplow__incremental_manifest'), 'snowplow_base_events_this_run_actual') }}" vars: snowplow_utils_integration_tests: # Disables compiler errors during testing. Returns error message string instead, which we can test against. snowplow__disable_errors: true + snowplow__custom_test: false + snowplow__session_test: false + snowplow__start_date: "2021-02-20" + snowplow__session_identifiers: [{"schema": "atomic", "field" : "domain_sessionid"}] + snowplow__custom_session_identifiers: [{"schema": "contexts_com_snowplowanalytics_session_identifier_2_0_0", "field": "session_identifier", "prefix": "si_t", "alias": "sito"}, {"schema": "contexts_com_snowplowanalytics_session_identifier_1_0_0", "field" : "session_id", "prefix" : "si_o", "alias": "sido"}] + snowplow__custom_session_sql: 'CAST(DATE(collector_tstamp) as {{ dbt.type_string() }})' + snowplow__session_timestamp: 'collector_tstamp' + snowplow__user_identifiers: [{"schema": "atomic", "field" : "domain_userid"}] + snowplow__custom_user_identifiers: [{"schema": "contexts_com_snowplowanalytics_user_identifier_2_0_0", "field" : "user_id", "prefix" : "ui_t", "alias": "uidt"}, {"schema": "contexts_com_snowplowanalytics_user_identifier_1_0_0", "field" : "user_id", "prefix": "ui_o", "alias": "uido"}] + snowplow__quarantined_sessions: 'snowplow_base_quarantined_sessions_actual' + snowplow__event_limits: 'snowplow_base_new_event_limits_actual' + snowplow__incremental_manifest: 'snowplow_incremental_manifest_actual' + snowplow__entities_or_sdes: null + snowplow__custom_entities_or_sdes: [{"name" : "contexts_com_snowplowanalytics_custom_entity_1_0_0", "prefix": "custom", "single_entity": true}] + snowplow__bigquery_custom_sql: 'cast(contexts_com_snowplowanalytics_custom_entity_1_0_0[safe_offset(0)].contents as STRING) as custom_contents' + snowplow__databricks_custom_sql: 'contexts_com_snowplowanalytics_custom_entity_1_0_0[0].contents as custom_contents' + snowplow__snowflake_custom_sql: 'contexts_com_snowplowanalytics_custom_entity_1_0_0[0].contents::TEXT as custom_contents' + snowplow__derived_tstamp_partitioned: true + snowplow__days_late_allowed: 3 + snowplow__max_session_days: 3 + snowplow__backfill_limit_days: 30 + snowplow__app_id: [] + snowplow__events_schema: '{{ target.schema }}_snplw_utils_int_tests' + snowplow__events_table: 'snowplow_events_stg' + snowplow__allow_refresh: false + snowplow__dev_target_name: dev + snowplow__databricks_catalog: 'hive_metastore' + snowplow__query_tag: 'snowplow_dbt' models: snowplow_utils_integration_tests: @@ -44,6 +80,20 @@ models: expected_get_field: +enabled: "{{ target.type in ['snowflake', 'bigquery', 'databricks', 'spark'] | as_bool() }}" + base: + +bind: false + +materialized: table + source: + bigquery: + +enabled: "{{ target.type == 'bigquery' | as_bool() }}" + databricks: + +enabled: "{{ target.type in ['databricks', 'spark'] | as_bool() }}" + default: + +enabled: "{{ target.type in ['redshift', 'postgres'] | as_bool() }}" + snowflake: + +enabled: "{{ target.type == 'snowflake' | as_bool() }}" + + tests: snowplow_utils_integration_tests: materializations: @@ -132,3 +182,626 @@ seeds: end_tstamp: timestamp data_get_sde_or_context: +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + + base: + source: + contexts_com_snowplowanalytics_session_identifier_1_0_0: + +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + +column_types: + root_tstamp: timestamp + root_id: varchar + session_id: varchar + schema_name: varchar + contexts_com_snowplowanalytics_session_identifier_2_0_0: + +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + +column_types: + root_tstamp: timestamp + root_id: varchar + session_identifier: varchar + schema_name: varchar + contexts_com_snowplowanalytics_user_identifier_1_0_0: + +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + +column_types: + root_tstamp: timestamp + root_id: varchar + user_id: varchar + schema_name: varchar + contexts_com_snowplowanalytics_user_identifier_2_0_0: + +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + +column_types: + root_tstamp: timestamp + root_id: varchar + user_id: varchar + schema_name: varchar + contexts_com_snowplowanalytics_custom_entity_1_0_0: + +enabled: "{{ target.type in ['postgres', 'redshift'] | as_bool() }}" + +column_types: + root_tstamp: timestamp + root_id: varchar + contents: varchar + schema_name: varchar + snowplow_events: + +column_types: + app_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + platform: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tstamp: timestamp + collector_tstamp: timestamp + dvce_created_tstamp: timestamp + event: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + txn_id: integer + name_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_collector: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_etl: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_ipaddress: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_sessionidx: integer + network_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_region: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_zipcode: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_latitude: float + geo_longitude: float + geo_region_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_isp: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_organization: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_domain: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_netspeed: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_url: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_title: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_referrer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlport: integer + page_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlport: integer + refr_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_content: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_campaign: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_action: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_label: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_property: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_value: float + tr_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_affiliation: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total: float + tr_tax: float + tr_shipping: float + tr_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_state: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_sku: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price: float + ti_quantity: integer + pp_xoffset_min: integer + pp_xoffset_max: integer + pp_yoffset_min: integer + pp_yoffset_max: integer + useragent: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_renderengine: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_lang: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_features_pdf: boolean + br_features_flash: boolean + br_features_java: boolean + br_features_director: boolean + br_features_quicktime: boolean + br_features_realplayer: boolean + br_features_windowsmedia: boolean + br_features_gears: boolean + br_features_silverlight: boolean + br_cookies: boolean + br_colordepth: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_viewwidth: integer + br_viewheight: integer + os_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_manufacturer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_ismobile: boolean + dvce_screenwidth: integer + dvce_screenheight: integer + doc_charset: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + doc_width: integer + doc_height: integer + tr_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total_base: float + tr_tax_base: float + tr_shipping_base: float + ti_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price_base: float + base_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_clickid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_network: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tags: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_sent_tstamp: timestamp + refr_domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_dvce_tstamp: timestamp + domain_sessionid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + derived_tstamp: timestamp + event_vendor: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_format: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + true_tstamp: timestamp + load_tstamp: timestamp + contexts_com_snowplowanalytics_snowplow_web_page_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_iab_snowplow_spiders_and_robots_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_nl_basjes_yauaa_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + expected: + snowplow_base_events_this_run_expected: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + app_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + platform: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tstamp: timestamp + collector_tstamp: timestamp + dvce_created_tstamp: timestamp + event: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + txn_id: integer + name_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_collector: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_etl: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_ipaddress: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_sessionidx: integer + network_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_region: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_zipcode: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_latitude: float + geo_longitude: float + geo_region_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_isp: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_organization: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_domain: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_netspeed: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_url: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_title: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_referrer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlport: integer + page_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlport: integer + refr_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_content: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_campaign: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_action: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_label: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_property: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_value: float + tr_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_affiliation: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total: float + tr_tax: float + tr_shipping: float + tr_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_state: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_sku: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price: float + ti_quantity: integer + pp_xoffset_min: integer + pp_xoffset_max: integer + pp_yoffset_min: integer + pp_yoffset_max: integer + useragent: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_renderengine: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_lang: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_features_pdf: boolean + br_features_flash: boolean + br_features_java: boolean + br_features_director: boolean + br_features_quicktime: boolean + br_features_realplayer: boolean + br_features_windowsmedia: boolean + br_features_gears: boolean + br_features_silverlight: boolean + br_cookies: boolean + br_colordepth: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_viewwidth: integer + br_viewheight: integer + os_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_manufacturer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_ismobile: boolean + dvce_screenwidth: integer + dvce_screenheight: integer + doc_charset: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + doc_width: integer + doc_height: integer + tr_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total_base: float + tr_tax_base: float + tr_shipping_base: float + ti_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price_base: float + base_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_clickid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_network: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tags: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_sent_tstamp: timestamp + refr_domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_dvce_tstamp: timestamp + domain_sessionid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + derived_tstamp: timestamp + event_vendor: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_format: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + true_tstamp: timestamp + load_tstamp: timestamp + contexts_com_snowplowanalytics_snowplow_web_page_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_iab_snowplow_spiders_and_robots_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_nl_basjes_yauaa_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + custom_contents: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_quarantined_sessions_expected: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_sessions_this_run_expected: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + start_tstamp: timestamp + end_tstamp: timestamp + snowplow_base_events_this_run_expected_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + app_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + platform: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tstamp: timestamp + collector_tstamp: timestamp + dvce_created_tstamp: timestamp + event: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + txn_id: integer + name_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_collector: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_etl: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_ipaddress: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_sessionidx: integer + network_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_region: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_zipcode: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_latitude: float + geo_longitude: float + geo_region_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_isp: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_organization: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_domain: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_netspeed: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_url: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_title: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_referrer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlport: integer + page_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlport: integer + refr_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_content: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_campaign: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_action: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_label: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_property: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_value: float + tr_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_affiliation: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total: float + tr_tax: float + tr_shipping: float + tr_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_state: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_sku: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price: float + ti_quantity: integer + pp_xoffset_min: integer + pp_xoffset_max: integer + pp_yoffset_min: integer + pp_yoffset_max: integer + useragent: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_renderengine: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_lang: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_features_pdf: boolean + br_features_flash: boolean + br_features_java: boolean + br_features_director: boolean + br_features_quicktime: boolean + br_features_realplayer: boolean + br_features_windowsmedia: boolean + br_features_gears: boolean + br_features_silverlight: boolean + br_cookies: boolean + br_colordepth: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_viewwidth: integer + br_viewheight: integer + os_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_manufacturer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_ismobile: boolean + dvce_screenwidth: integer + dvce_screenheight: integer + doc_charset: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + doc_width: integer + doc_height: integer + tr_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total_base: float + tr_tax_base: float + tr_shipping_base: float + ti_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price_base: float + base_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_clickid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_network: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tags: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_sent_tstamp: timestamp + refr_domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_dvce_tstamp: timestamp + domain_sessionid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + derived_tstamp: timestamp + event_vendor: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_format: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + true_tstamp: timestamp + load_tstamp: timestamp + contexts_com_snowplowanalytics_snowplow_web_page_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_iab_snowplow_spiders_and_robots_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_nl_basjes_yauaa_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + custom_contents: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_quarantined_sessions_expected_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_sessions_this_run_expected_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + start_tstamp: timestamp + end_tstamp: timestamp + snowplow_base_events_this_run_expected_sessions_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + app_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + platform: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tstamp: timestamp + collector_tstamp: timestamp + dvce_created_tstamp: timestamp + event: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + txn_id: integer + name_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_tracker: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_collector: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + v_etl: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_id: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_ipaddress: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + domain_sessionidx: integer + network_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_region: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_zipcode: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_latitude: float + geo_longitude: float + geo_region_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_isp: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_organization: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_domain: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ip_netspeed: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_url: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_title: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_referrer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlport: integer + page_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + page_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlscheme: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlhost: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlport: integer + refr_urlpath: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlquery: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_urlfragment: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_medium: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_source: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_term: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_content: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_campaign: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_action: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_label: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_property: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + se_value: float + tr_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_affiliation: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total: float + tr_tax: float + tr_shipping: float + tr_city: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_state: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_country: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_orderid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_sku: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_category: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price: float + ti_quantity: integer + pp_xoffset_min: integer + pp_xoffset_max: integer + pp_yoffset_min: integer + pp_yoffset_max: integer + useragent: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_renderengine: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_lang: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_features_pdf: boolean + br_features_flash: boolean + br_features_java: boolean + br_features_director: boolean + br_features_quicktime: boolean + br_features_realplayer: boolean + br_features_windowsmedia: boolean + br_features_gears: boolean + br_features_silverlight: boolean + br_cookies: boolean + br_colordepth: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + br_viewwidth: integer + br_viewheight: integer + os_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_family: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_manufacturer: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + os_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_type: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_ismobile: boolean + dvce_screenwidth: integer + dvce_screenheight: integer + doc_charset: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + doc_width: integer + doc_height: integer + tr_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + tr_total_base: float + tr_tax_base: float + tr_shipping_base: float + ti_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + ti_price_base: float + base_currency: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + geo_timezone: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_clickid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + mkt_network: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + etl_tags: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + dvce_sent_tstamp: timestamp + refr_domain_userid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + refr_dvce_tstamp: timestamp + domain_sessionid: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + derived_tstamp: timestamp + event_vendor: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_name: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_format: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_version: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + event_fingerprint: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + true_tstamp: timestamp + load_tstamp: timestamp + contexts_com_snowplowanalytics_snowplow_web_page_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_iab_snowplow_spiders_and_robots_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + contexts_nl_basjes_yauaa_context_1_0_0: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + custom_contents: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_quarantined_sessions_expected_sessions_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + snowplow_base_sessions_this_run_expected_sessions_custom: + +column_types: + session_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + user_identifier: "{{ 'string' if target.type in ['bigquery', 'databricks', 'spark'] else 'varchar' }}" + start_tstamp: timestamp + end_tstamp: timestamp diff --git a/integration_tests/macros/test_get_sde_or_context.sql b/integration_tests/macros/test_get_sde_or_context.sql index cecd9a42..7f29c7c6 100644 --- a/integration_tests/macros/test_get_sde_or_context.sql +++ b/integration_tests/macros/test_get_sde_or_context.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro test_get_sde_or_context() %} {{ return(adapter.dispatch('test_get_sde_or_context', 'snowplow_utils_integration_tests')()) }} diff --git a/integration_tests/macros/test_get_successful_models.sql b/integration_tests/macros/test_get_successful_models.sql index 1f1df817..c5c37e51 100644 --- a/integration_tests/macros/test_get_successful_models.sql +++ b/integration_tests/macros/test_get_successful_models.sql @@ -1,11 +1,18 @@ -{# get_successful_models() macro requires the run_results object. This is only generated at the end of the run. +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# get_successful_models() macro requires the run_results object. This is only generated at the end of the run. This macro is intended to be run on a 'on-run-end' hook, so the run_results object is present. It is possible to hardcode a run_results object, however the schema for this object can evolve with time. By letting dbt generate the object, we ensure we are testing against the correct schema. #} {% macro test_get_successful_models(enabled) -%} - + {% if enabled and execute %} {% set actual_successful_models = snowplow_utils.get_successful_models(models=['successful_model_1', 'fail_model', 'skip_model']) %} {% set expected_successful_models = ['successful_model_1'] %} diff --git a/integration_tests/macros/test_return_limits_from_models.sql b/integration_tests/macros/test_return_limits_from_models.sql index a6521a85..88f26f52 100644 --- a/integration_tests/macros/test_return_limits_from_models.sql +++ b/integration_tests/macros/test_return_limits_from_models.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro test_return_limits_from_models() %} {{ return(adapter.dispatch('test_return_limits_from_models', 'snowplow_utils')()) }} {% endmacro %} diff --git a/integration_tests/models/base/actual/actual_vs_expected.yml b/integration_tests/models/base/actual/actual_vs_expected.yml new file mode 100644 index 00000000..981640a0 --- /dev/null +++ b/integration_tests/models/base/actual/actual_vs_expected.yml @@ -0,0 +1,154 @@ +version: 2 + +models: + - name: snowplow_base_quarantined_sessions_actual + tests: + - dbt_utils.equal_rowcount: + compare_model: ref('snowplow_base_quarantined_sessions_expected_stg') + - dbt_utils.equality: + compare_model: ref('snowplow_base_quarantined_sessions_expected_stg') + - name: snowplow_base_events_this_run_actual + tests: + - dbt_utils.equal_rowcount: + compare_model: ref('snowplow_base_events_this_run_expected_stg') + - dbt_utils.equality: + compare_model: ref('snowplow_base_events_this_run_expected_stg') + compare_columns: + - session_identifier + - app_id + - platform + - etl_tstamp + - collector_tstamp + - dvce_created_tstamp + - event + - event_id + - txn_id + - name_tracker + - v_tracker + - v_collector + - v_etl + - user_id + - user_ipaddress + - user_fingerprint + - domain_userid + - domain_sessionidx + - network_userid + - geo_country + - geo_region + - geo_city + - geo_zipcode + - geo_latitude + - geo_longitude + - geo_region_name + - ip_isp + - ip_organization + - ip_domain + - ip_netspeed + - page_url + - page_title + - page_referrer + - page_urlscheme + - page_urlhost + - page_urlport + - page_urlpath + - page_urlquery + - page_urlfragment + - refr_urlscheme + - refr_urlhost + - refr_urlport + - refr_urlpath + - refr_urlquery + - refr_urlfragment + - refr_medium + - refr_source + - refr_term + - mkt_medium + - mkt_source + - mkt_term + - mkt_content + - mkt_campaign + - se_category + - se_action + - se_label + - se_property + - se_value + - tr_orderid + - tr_affiliation + - tr_total + - tr_tax + - tr_shipping + - tr_city + - tr_state + - tr_country + - ti_orderid + - ti_sku + - ti_name + - ti_category + - ti_price + - ti_quantity + - pp_xoffset_min + - pp_xoffset_max + - pp_yoffset_min + - pp_yoffset_max + - useragent + - br_name + - br_family + - br_version + - br_type + - br_renderengine + - br_lang + - br_features_pdf + - br_features_flash + - br_features_java + - br_features_director + - br_features_quicktime + - br_features_realplayer + - br_features_windowsmedia + - br_features_gears + - br_features_silverlight + - br_cookies + - br_colordepth + - br_viewwidth + - br_viewheight + - os_name + - os_family + - os_manufacturer + - os_timezone + - dvce_type + - dvce_ismobile + - dvce_screenwidth + - dvce_screenheight + - doc_charset + - doc_width + - doc_height + - tr_currency + - tr_total_base + - tr_tax_base + - tr_shipping_base + - ti_currency + - ti_price_base + - base_currency + - geo_timezone + - mkt_clickid + - mkt_network + - etl_tags + - dvce_sent_tstamp + - refr_domain_userid + - refr_dvce_tstamp + - domain_sessionid + - derived_tstamp + - event_vendor + - event_name + - event_format + - event_version + - event_fingerprint + - true_tstamp + - load_tstamp + - user_identifier + - custom_contents + - name: snowplow_base_sessions_this_run_actual + tests: + - dbt_utils.equal_rowcount: + compare_model: ref('snowplow_base_sessions_this_run_expected_stg') + - dbt_utils.equality: + compare_model: ref('snowplow_base_sessions_this_run_expected_stg') diff --git a/integration_tests/models/base/actual/snowplow_base_events_this_run_actual.sql b/integration_tests/models/base/actual/snowplow_base_events_this_run_actual.sql new file mode 100644 index 00000000..a48b07c3 --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_base_events_this_run_actual.sql @@ -0,0 +1,213 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{%- set lower_limit, upper_limit = snowplow_utils.return_limits_from_model(ref(var('snowplow__base_sessions', 'snowplow_base_sessions_this_run_actual')), + 'start_tstamp', + 'end_tstamp') %} + +{% set snowplow_session_identifiers = var("snowplow__session_identifiers") %} +{% set snowplow_entities_or_sdes = var("snowplow__entities_or_sdes") %} +{% set snowplow_custom_sql = 'cast(null as ' ~ dbt.type_string() ~ ') as custom_contents' %} +{% set snowplow_session_sql = '' %} + +{% if var('snowplow__custom_test', false) %} + {% set snowplow_session_identifiers = var("snowplow__custom_session_identifiers") %} + {% set snowplow_entities_or_sdes = var("snowplow__custom_entities_or_sdes") %} + {% set snowplow_custom_sql = snowplow_utils.get_value_by_target_type(bigquery_val=var("snowplow__bigquery_custom_sql"), snowflake_val=var("snowplow__snowflake_custom_sql"), databricks_val=var("snowplow__databricks_custom_sql"))%} +{% elif var('snowplow__session_test', false) %} + {% set snowplow_session_sql = var("snowplow__custom_session_sql") %} +{% endif %} + + +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + sessions_this_run_table=var('snowplow__base_sessions', 'snowplow_base_sessions_this_run_actual'), + session_identifiers=snowplow_session_identifiers, + session_sql=snowplow_session_sql, + session_timestamp='derived_tstamp', + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_ids', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__events_schema', 'snplw_utils_int_tests'), + snowplow_events_schema=var('snowplow__events_schema', 'snplw_utils_int_tests'), + snowplow_events_table=var('snowplow__events_table', 'snowplow_events_stg'), + entities_or_sdes=snowplow_entities_or_sdes, + custom_sql=snowplow_custom_sql +) %} + +with base_events AS ( + {{ base_events_query }} +) +{% if target.type in ['redshift', 'postgres'] %} +select + session_identifier, + -- hard-coding due to non-deterministic outcome from row_number for Redshift/Postgres + CASE WHEN event_id IN ('1b4b3b57-3cb7-4df2-a7fd-526afa9e3c76', '9e983d4a-e07c-4858-8e97-bdb7feb31241') then 'true base' + ELSE app_id end as app_id, + platform, + -- hard-coding due to non-deterministic outcome from row_number for Redshift/Postgres + CASE WHEN event_id IN ('17e6ae5e-d694-4241-8663-4118e950fc38', '1b4b3b57-3cb7-4df2-a7fd-526afa9e3c76') then '2021-03-01 20:58:12.682' + WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' then '2021-03-03 21:27:37.134' + ELSE etl_tstamp end as etl_tstamp, + CASE WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' then '2021-03-03 21:27:35.176' + ELSE collector_tstamp end as collector_tstamp, + dvce_created_tstamp, + event_id, + txn_id, + name_tracker, + v_tracker, + v_collector, + v_etl, + user_id, + user_ipaddress, + user_fingerprint, + domain_userid, + domain_sessionidx, + CASE WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' THEN 'a3e0df02f9d1d13dc655e4102b0fd6fee52462ca808ade5d213c015f4a86a258' + ELSE network_userid end as network_userid, + geo_country, + geo_region, + geo_city, + geo_zipcode, + geo_latitude, + geo_longitude, + geo_region_name, + ip_isp, + ip_organization, + ip_domain, + ip_netspeed, + page_url, + page_title, + page_referrer, + page_urlscheme, + page_urlhost, + page_urlport, + page_urlpath, + page_urlquery, + page_urlfragment, + refr_urlscheme, + refr_urlhost, + refr_urlport, + refr_urlpath, + refr_urlquery, + refr_urlfragment, + refr_medium, + refr_source, + refr_term, + mkt_medium, + mkt_source, + mkt_term, + mkt_content, + mkt_campaign, + se_category, + se_action, + se_label, + se_property, + se_value, + tr_orderid, + tr_affiliation, + tr_total, + tr_tax, + tr_shipping, + tr_city, + tr_state, + tr_country, + ti_orderid, + ti_sku, + ti_name, + ti_category, + ti_price, + ti_quantity, + pp_xoffset_min, + pp_xoffset_max, + pp_yoffset_min, + pp_yoffset_max, + useragent, + br_name, + br_family, + br_version, + br_type, + br_renderengine, + br_lang, + br_features_pdf, + br_features_flash, + br_features_java, + br_features_director, + br_features_quicktime, + br_features_realplayer, + br_features_windowsmedia, + br_features_gears, + br_features_silverlight, + br_cookies, + br_colordepth, + br_viewwidth, + br_viewheight, + os_name, + os_family, + os_manufacturer, + os_timezone, + dvce_type, + dvce_ismobile, + dvce_screenwidth, + dvce_screenheight, + doc_charset, + doc_width, + doc_height, + tr_currency, + tr_total_base, + tr_tax_base, + tr_shipping_base, + ti_currency, + ti_price_base, + base_currency, + geo_timezone, + mkt_clickid, + mkt_network, + etl_tags, + CASE WHEN event_id IN ('17e6ae5e-d694-4241-8663-4118e950fc38', '1b4b3b57-3cb7-4df2-a7fd-526afa9e3c76') then '2021-03-01 20:58:05.115' + WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' THEN '2021-03-03 21:27:34.832' + ELSE dvce_sent_tstamp end as dvce_sent_tstamp, + refr_domain_userid, + refr_dvce_tstamp, + domain_sessionid, + -- hard-coding due to non-deterministic outcome from row_number for Redshift/Postgres + CASE WHEN event_id = '17e6ae5e-d694-4241-8663-4118e950fc38' then '2021-03-01 20:56:39.257' + WHEN event_id = '1b4b3b57-3cb7-4df2-a7fd-526afa9e3c76' then '2021-03-01 20:56:39.192' + WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' then '2021-03-03 21:27:32.345' + ELSE derived_tstamp end as derived_tstamp, + event, + event_vendor, + event_name, + event_format, + event_version, + event_fingerprint, + true_tstamp, + load_tstamp, + user_identifier, + {% if var("snowplow__custom_test", false) %} + CASE WHEN event_id = '9e983d4a-e07c-4858-8e97-bdb7feb31241' then 'a' + WHEN event_id = '1b4b3b57-3cb7-4df2-a7fd-526afa9e3c76' then 'snowmen' + WHEN event_id = '17e6ae5e-d694-4241-8663-4118e950fc38' then 'they' + ELSE custom_contents end as custom_contents, + {% else %} + null as custom_contents, + {% endif %} + event_id_dedupe_index, + event_id_dedupe_count +{% else %} + +select * + +{% endif %} + +from base_events diff --git a/integration_tests/models/base/actual/snowplow_base_new_event_limits_actual.sql b/integration_tests/models/base/actual/snowplow_base_new_event_limits_actual.sql new file mode 100644 index 00000000..5f4efbd0 --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_base_new_event_limits_actual.sql @@ -0,0 +1,30 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{%- set models_in_run = snowplow_utils.get_enabled_snowplow_models(package_name="snowplow") -%} + +{% set min_last_success, + max_last_success, + models_matched_from_manifest, + has_matched_all_models = snowplow_utils.get_incremental_manifest_status(ref('snowplow_incremental_manifest_actual'), + models_in_run) -%} + + +{% set run_limits_query = snowplow_utils.get_run_limits(min_last_success, + max_last_success, + models_matched_from_manifest, + has_matched_all_models, + var("snowplow__start_date","2021-02-20")) -%} + + +{{ run_limits_query }} diff --git a/integration_tests/models/base/actual/snowplow_base_quarantined_sessions_actual.sql b/integration_tests/models/base/actual/snowplow_base_quarantined_sessions_actual.sql new file mode 100644 index 00000000..791b63af --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_base_quarantined_sessions_actual.sql @@ -0,0 +1,16 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% set quarantined_query = snowplow_utils.base_create_snowplow_quarantined_sessions() %} + +{{ quarantined_query }} diff --git a/integration_tests/models/base/actual/snowplow_base_sessions_lifecycle_manifest_actual.sql b/integration_tests/models/base/actual/snowplow_base_sessions_lifecycle_manifest_actual.sql new file mode 100644 index 00000000..5949b429 --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_base_sessions_lifecycle_manifest_actual.sql @@ -0,0 +1,42 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% set snowplow_session_identifiers = var("snowplow__session_identifiers") %} +{% set snowplow_user_identifiers = var("snowplow__user_identifiers") %} +{% set snowplow_session_sql = '' %} + +{% if var('snowplow__custom_test', false) %} + {% set snowplow_session_identifiers = var("snowplow__custom_session_identifiers") %} + {% set snowplow_user_identifiers = var("snowplow__custom_user_identifiers") %} +{% elif var('snowplow__session_test', false) %} + {% set snowplow_session_sql = var("snowplow__custom_session_sql") %} +{% endif %} + +{% set sessions_lifecycle_manifest_query = snowplow_utils.base_create_snowplow_sessions_lifecycle_manifest( + session_identifiers=snowplow_session_identifiers, + session_sql=snowplow_session_sql, + session_timestamp=var('snowplow__session_timestamp', 'collector_tstamp'), + user_identifiers=snowplow_user_identifiers, + quarantined_sessions=var('snowplow__quarantined_sessions', 'snowplow_base_quarantined_sessions_actual'), + derived_tstamp_partitioned=var('snowplow__derived_tstamp_partitioned', true), + days_late_allowed=var('snowplow__days_late_allowed', 3), + max_session_days=var('snowplow__max_session_days', 3), + app_ids=var('snowplow__app_ids', []), + snowplow_events_database=var('snowplow__database', target.database) if target.type not in ['databricks', 'spark'] else var('snowplow__databricks_catalog', 'hive_metastore') if target.type in ['databricks'] else var('snowplow__events_schema', 'snplw_utils_int_tests'), + snowplow_events_schema=var('snowplow__events_schema', 'snplw_utils_int_tests'), + snowplow_events_table=var('snowplow__events_table', 'snowplow_events_stg'), + event_limits_table=var('snowplow__event_limits', 'snowplow_base_new_event_limits_actual'), + incremental_manifest_table=var('snowplow__incremental_manifest', 'snowplow_incremental_manifest_actual') + ) %} + +{{ sessions_lifecycle_manifest_query }} diff --git a/integration_tests/models/base/actual/snowplow_base_sessions_this_run_actual.sql b/integration_tests/models/base/actual/snowplow_base_sessions_this_run_actual.sql new file mode 100644 index 00000000..179fa7ec --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_base_sessions_this_run_actual.sql @@ -0,0 +1,18 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'], + post_hook=["{{ snowplow_utils.base_quarantine_sessions(var('snowplow__max_session_days', 3), 'snowplow_base_quarantined_sessions_actual') }}"] + ) +}} + + +{% set sessions_query = snowplow_utils.base_create_snowplow_sessions_this_run(lifecycle_manifest_table='snowplow_base_sessions_lifecycle_manifest_actual', new_event_limits_table='snowplow_base_new_event_limits_actual') %} + +{{ sessions_query }} diff --git a/integration_tests/models/base/actual/snowplow_incremental_manifest_actual.sql b/integration_tests/models/base/actual/snowplow_incremental_manifest_actual.sql new file mode 100644 index 00000000..a9eda158 --- /dev/null +++ b/integration_tests/models/base/actual/snowplow_incremental_manifest_actual.sql @@ -0,0 +1,16 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% set incremental_manifest_query = snowplow_utils.base_create_snowplow_incremental_manifest() %} + +{{ incremental_manifest_query }} diff --git a/integration_tests/models/base/expected/snowplow_base_events_this_run_expected_stg.sql b/integration_tests/models/base/expected/snowplow_base_events_this_run_expected_stg.sql new file mode 100644 index 00000000..302e9d17 --- /dev/null +++ b/integration_tests/models/base/expected/snowplow_base_events_this_run_expected_stg.sql @@ -0,0 +1,26 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% if var("snowplow__custom_test", false) %} +select * + +from {{ ref('snowplow_base_events_this_run_expected_custom') }} +{% elif var("snowplow__session_test", false) %} +select * + +from {{ ref('snowplow_base_events_this_run_expected_sessions_custom') }} +{% else %} +select * + +from {{ ref('snowplow_base_events_this_run_expected') }} +{% endif %} diff --git a/integration_tests/models/base/expected/snowplow_base_quarantined_sessions_expected_stg.sql b/integration_tests/models/base/expected/snowplow_base_quarantined_sessions_expected_stg.sql new file mode 100644 index 00000000..01a2d7b0 --- /dev/null +++ b/integration_tests/models/base/expected/snowplow_base_quarantined_sessions_expected_stg.sql @@ -0,0 +1,26 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% if var("snowplow__custom_test", false) %} +select * + +from {{ ref('snowplow_base_quarantined_sessions_expected_custom') }} +{% elif var("snowplow__session_test", false) %} +select * + +from {{ ref('snowplow_base_quarantined_sessions_expected_sessions_custom') }} +{% else %} +select * + +from {{ ref('snowplow_base_quarantined_sessions_expected') }} +{% endif %} diff --git a/integration_tests/models/base/expected/snowplow_base_sessions_this_run_expected_stg.sql b/integration_tests/models/base/expected/snowplow_base_sessions_this_run_expected_stg.sql new file mode 100644 index 00000000..c454448f --- /dev/null +++ b/integration_tests/models/base/expected/snowplow_base_sessions_this_run_expected_stg.sql @@ -0,0 +1,26 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +{% if var("snowplow__custom_test", false) %} +select * + +from {{ ref('snowplow_base_sessions_this_run_expected_custom') }} +{% elif var("snowplow__session_test", false) %} +select * + +from {{ ref('snowplow_base_sessions_this_run_expected_sessions_custom') }} +{% else %} +select * + +from {{ ref('snowplow_base_sessions_this_run_expected') }} +{% endif %} diff --git a/integration_tests/models/base/source/bigquery/snowplow_events_stg.sql b/integration_tests/models/base/source/bigquery/snowplow_events_stg.sql new file mode 100644 index 00000000..f6257d8b --- /dev/null +++ b/integration_tests/models/base/source/bigquery/snowplow_events_stg.sql @@ -0,0 +1,163 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +-- page view context is given as json string in csv. Extract array from json +with prep as ( +select + * + except(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0, unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0, + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0, contexts_com_iab_snowplow_spiders_and_robots_1_0_0, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0, contexts_nl_basjes_yauaa_context_1_0_0, + contexts_com_snowplowanalytics_user_identifier_1_0_0, contexts_com_snowplowanalytics_user_identifier_2_0_0, + contexts_com_snowplowanalytics_session_identifier_1_0_0, contexts_com_snowplowanalytics_session_identifier_2_0_0, + contexts_com_snowplowanalytics_custom_entity_1_0_0), + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0) AS contexts_com_snowplowanalytics_snowplow_web_page_1_0_0, + JSON_EXTRACT_ARRAY(unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0) AS unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0, + JSON_EXTRACT_ARRAY(unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0) AS unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0, + JSON_EXTRACT_ARRAY(contexts_com_iab_snowplow_spiders_and_robots_1_0_0) as contexts_com_iab_snowplow_spiders_and_robots_1_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0) as contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0, + JSON_EXTRACT_ARRAY(contexts_nl_basjes_yauaa_context_1_0_0) as contexts_nl_basjes_yauaa_context_1_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_user_identifier_1_0_0) as contexts_com_snowplowanalytics_user_identifier_1_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_user_identifier_2_0_0) as contexts_com_snowplowanalytics_user_identifier_2_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_session_identifier_1_0_0) as contexts_com_snowplowanalytics_session_identifier_1_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_session_identifier_2_0_0) as contexts_com_snowplowanalytics_session_identifier_2_0_0, + JSON_EXTRACT_ARRAY(contexts_com_snowplowanalytics_custom_entity_1_0_0) as contexts_com_snowplowanalytics_custom_entity_1_0_0, +from {{ ref('snowplow_events') }} +) + +-- recreate repeated record field i.e. array of structs as is originally in BQ events table +select + * + except(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0, unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0, + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0, contexts_com_iab_snowplow_spiders_and_robots_1_0_0, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0, contexts_nl_basjes_yauaa_context_1_0_0, + contexts_com_snowplowanalytics_user_identifier_1_0_0, contexts_com_snowplowanalytics_user_identifier_2_0_0, + contexts_com_snowplowanalytics_session_identifier_1_0_0, contexts_com_snowplowanalytics_session_identifier_2_0_0, + contexts_com_snowplowanalytics_custom_entity_1_0_0), + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.id') as id + from unnest(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0) as json_array + ) as contexts_com_snowplowanalytics_snowplow_web_page_1_0_0, + + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.basis_for_processing') as basis_for_processing, + JSON_EXTRACT_STRING_ARRAY(json_array,'$.consent_scopes') as consent_scopes, + JSON_EXTRACT_scalar(json_array,'$.consent_url') as consent_url, + JSON_EXTRACT_scalar(json_array,'$.consent_version') as consent_version, + JSON_EXTRACT_STRING_ARRAY(json_array,'$.domains_applied') as domains_applied, + JSON_EXTRACT_scalar(json_array,'$.event_type') as event_type, + JSON_EXTRACT_scalar(json_array,'$.gdpr_applies') as gdpr_applies + from unnest(unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0) as json_array + ) as unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0, + + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.elapsed_time') as elapsed_time + from unnest(unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0) as json_array + ) as unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0, + + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.category') as category, + JSON_EXTRACT_scalar(json_array,'$.primaryImpact') as primary_impact, + JSON_EXTRACT_scalar(json_array,'$.reason') as reason, + cast(JSON_EXTRACT_scalar(json_array ,'$.spiderOrRobot') as boolean) as spider_or_robot + from unnest(contexts_com_iab_snowplow_spiders_and_robots_1_0_0) as json_array + ) as contexts_com_iab_snowplow_spiders_and_robots_1_0_0, + + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.deviceFamily') as device_family, + JSON_EXTRACT_scalar(json_array,'$.osFamily') as os_family, + JSON_EXTRACT_scalar(json_array,'$.osMajor') as os_major, + JSON_EXTRACT_scalar(json_array,'$.osMinor') as os_minor, + JSON_EXTRACT_scalar(json_array,'$.osPatch') as os_patch, + JSON_EXTRACT_scalar(json_array,'$.osPatchMinor') as os_patch_minor, + JSON_EXTRACT_scalar(json_array,'$.osVersion') as os_version, + JSON_EXTRACT_scalar(json_array,'$.useragentFamily') as useragent_family, + JSON_EXTRACT_scalar(json_array,'$.useragentMajor') as useragent_major, + JSON_EXTRACT_scalar(json_array,'$.useragentMinor') as useragent_minor, + JSON_EXTRACT_scalar(json_array,'$.useragentPatch') as useragent_patch, + JSON_EXTRACT_scalar(json_array,'$.useragentVersion') as useragent_version + from unnest(contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0) as json_array + ) as contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0, + + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.agentClass') as agent_class, + JSON_EXTRACT_scalar(json_array,'$.agentInformationEmail') as agent_information_email, + JSON_EXTRACT_scalar(json_array,'$.agentName') as agent_name, + JSON_EXTRACT_scalar(json_array,'$.agentNameVersion') as agent_name_version, + JSON_EXTRACT_scalar(json_array,'$.agentNameVersionMajor') as agent_name_version_major, + JSON_EXTRACT_scalar(json_array,'$.agentVersion') as agent_version, + JSON_EXTRACT_scalar(json_array,'$.agentVersionMajor') as agent_version_major, + JSON_EXTRACT_scalar(json_array,'$.deviceBrand') as device_brand, + JSON_EXTRACT_scalar(json_array,'$.deviceClass') as device_class, + JSON_EXTRACT_scalar(json_array,'$.deviceCpu') as device_cpu, + JSON_EXTRACT_scalar(json_array,'$.deviceCpuBits') as device_cpu_bits, + JSON_EXTRACT_scalar(json_array,'$.deviceName') as device_name, + JSON_EXTRACT_scalar(json_array,'$.deviceVersion') as device_version, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineClass') as layout_engine_class, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineName') as layout_engine_name, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineNameVersion') as layout_engine_name_version, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineNameVersionMajor') as layout_engine_name_version_major, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineVersion') as layout_engine_version, + JSON_EXTRACT_scalar(json_array,'$.layoutEngineVersionMajor') as layout_engine_version_major, + JSON_EXTRACT_scalar(json_array,'$.networkType') as network_type, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemClass') as operating_system_class, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemName') as operating_system_name, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemNameVersion') as operating_system_name_version, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemNameVersionMajor') as operating_system_name_version_major, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemVersion') as operating_system_version, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemVersionBuild') as operating_system_version_build, + JSON_EXTRACT_scalar(json_array,'$.operatingSystemVersionMajor') as operating_system_version_major, + JSON_EXTRACT_scalar(json_array,'$.webviewAppName') as webview_app_name, + JSON_EXTRACT_scalar(json_array,'$.webviewAppNameVersionMajor') as webview_app_name_version_major, + JSON_EXTRACT_scalar(json_array,'$.webviewAppVersion') as webview_app_version, + JSON_EXTRACT_scalar(json_array,'$.webviewAppVersionMajor') as webview_app_version_major + from unnest(contexts_nl_basjes_yauaa_context_1_0_0) as json_array + ) as contexts_nl_basjes_yauaa_context_1_0_0, + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.user_id') as user_id + from unnest(contexts_com_snowplowanalytics_user_identifier_1_0_0) as json_array + ) as contexts_com_snowplowanalytics_user_identifier_1_0_0, + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.user_id') as user_id + from unnest(contexts_com_snowplowanalytics_user_identifier_2_0_0) as json_array + ) as contexts_com_snowplowanalytics_user_identifier_2_0_0, + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.session_id') as session_id + from unnest(contexts_com_snowplowanalytics_session_identifier_1_0_0) as json_array + ) as contexts_com_snowplowanalytics_session_identifier_1_0_0, + array( + select as struct + JSON_EXTRACT_scalar(json_array,'$.session_identifier') as session_identifier + from unnest(contexts_com_snowplowanalytics_session_identifier_2_0_0) as json_array + ) as contexts_com_snowplowanalytics_session_identifier_2_0_0, + array( + select as struct + {% if var("snowplow__custom_test", false) %} + JSON_EXTRACT_scalar(json_array,'$.contents') as contents + {% else %} + NULL as contents + {% endif %} + from unnest(contexts_com_snowplowanalytics_custom_entity_1_0_0) as json_array + ) as contexts_com_snowplowanalytics_custom_entity_1_0_0, + + +from prep diff --git a/integration_tests/models/base/source/databricks/snowplow_events_stg.sql b/integration_tests/models/base/source/databricks/snowplow_events_stg.sql new file mode 100644 index 00000000..60b71ab4 --- /dev/null +++ b/integration_tests/models/base/source/databricks/snowplow_events_stg.sql @@ -0,0 +1,231 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +-- page view context is given as json string in csv. Parse json +with prep as ( + select + * EXCEPT(contexts_com_snowplowanalytics_user_identifier_1_0_0, contexts_com_snowplowanalytics_user_identifier_2_0_0, + contexts_com_snowplowanalytics_session_identifier_1_0_0, contexts_com_snowplowanalytics_session_identifier_2_0_0, + contexts_com_snowplowanalytics_custom_entity_1_0_0), + from_json(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0, 'array>') as contexts_com_snowplowanalytics_snowplow_web_page_1, + from_json(unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0, 'array, consent_url:string, consent_version:string, domains_applied:array, event_type:string, gdpr_applies:string>>') as unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1, + from_json(unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0, 'array>') as unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1, + from_json(contexts_com_iab_snowplow_spiders_and_robots_1_0_0, 'array>') as contexts_com_iab_snowplow_spiders_and_robots_1, + from_json(contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0, 'array>') as contexts_com_snowplowanalytics_snowplow_ua_parser_context_1, + from_json(contexts_nl_basjes_yauaa_context_1_0_0, 'array>') as contexts_nl_basjes_yauaa_context_1, + from_json(contexts_com_snowplowanalytics_user_identifier_1_0_0, 'array>') as contexts_com_snowplowanalytics_user_identifier_1_0_0, + from_json(contexts_com_snowplowanalytics_user_identifier_2_0_0, 'array>') as contexts_com_snowplowanalytics_user_identifier_2_0_0, + from_json(contexts_com_snowplowanalytics_session_identifier_1_0_0, 'array>') as contexts_com_snowplowanalytics_session_identifier_1_0_0, + from_json(contexts_com_snowplowanalytics_session_identifier_2_0_0, 'array>') as contexts_com_snowplowanalytics_session_identifier_2_0_0, + from_json(contexts_com_snowplowanalytics_custom_entity_1_0_0, 'array>') as contexts_com_snowplowanalytics_custom_entity_1_0_0 + from + {{ ref('snowplow_events') }} +) + +select + app_id, + platform, + etl_tstamp, + collector_tstamp, + dvce_created_tstamp, + event, + event_id, + txn_id, + name_tracker, + v_tracker, + v_collector, + v_etl, + user_id, + user_ipaddress, + user_fingerprint, + domain_userid, + domain_sessionidx, + network_userid, + geo_country, + geo_region, + geo_city, + geo_zipcode, + geo_latitude, + geo_longitude, + geo_region_name, + ip_isp, + ip_organization, + ip_domain, + ip_netspeed, + page_url, + page_title, + page_referrer, + page_urlscheme, + page_urlhost, + page_urlport, + page_urlpath, + page_urlquery, + page_urlfragment, + refr_urlscheme, + refr_urlhost, + refr_urlport, + refr_urlpath, + refr_urlquery, + refr_urlfragment, + refr_medium, + refr_source, + refr_term, + mkt_medium, + mkt_source, + mkt_term, + mkt_content, + mkt_campaign, + se_category, + se_action, + se_label, + se_property, + se_value, + tr_orderid, + tr_affiliation, + tr_total, + tr_tax, + tr_shipping, + tr_city, + tr_state, + tr_country, + ti_orderid, + ti_sku, + ti_name, + ti_category, + ti_price, + ti_quantity, + pp_xoffset_min, + pp_xoffset_max, + pp_yoffset_min, + pp_yoffset_max, + useragent, + br_name, + br_family, + br_version, + br_type, + br_renderengine, + br_lang, + br_features_pdf, + br_features_flash, + br_features_java, + br_features_director, + br_features_quicktime, + br_features_realplayer, + br_features_windowsmedia, + br_features_gears, + br_features_silverlight, + br_cookies, + br_colordepth, + br_viewwidth, + br_viewheight, + os_name, + os_family, + os_manufacturer, + os_timezone, + dvce_type, + dvce_ismobile, + dvce_screenwidth, + dvce_screenheight, + doc_charset, + doc_width, + doc_height, + tr_currency, + tr_total_base, + tr_tax_base, + tr_shipping_base, + ti_currency, + ti_price_base, + base_currency, + geo_timezone, + mkt_clickid, + mkt_network, + etl_tags, + dvce_sent_tstamp, + refr_domain_userid, + refr_dvce_tstamp, + domain_sessionid, + derived_tstamp, + event_vendor, + event_name, + event_format, + event_version, + event_fingerprint, + true_tstamp, + load_tstamp, + contexts_com_snowplowanalytics_snowplow_web_page_1, + struct(unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].basis_for_processing::STRING as basis_for_processing, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_scopes::ARRAY as consent_scopes, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_url::STRING as consent_url, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_version::STRING as consent_version, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].domains_applied::ARRAY as domains_applied, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].event_type::STRING as event_type, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].gdpr_applies::BOOLEAN as gdpr_applies) as unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1, + struct(unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1[0].elapsed_time::FLOAT as elapsed_time) as unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1, + array(struct(contexts_com_iab_snowplow_spiders_and_robots_1[0].category as category, + contexts_com_iab_snowplow_spiders_and_robots_1[0].primaryImpact as primary_impact, + contexts_com_iab_snowplow_spiders_and_robots_1[0].reason as reason, + contexts_com_iab_snowplow_spiders_and_robots_1[0].spiderOrRobot as spider_or_robot)) as contexts_com_iab_snowplow_spiders_and_robots_1, + array(struct(contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].deviceFamily as device_family, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osFamily as os_family, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osMajor as os_major, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osMinor as os_minor, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osPatch as os_patch, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osPatchMinor as os_patch_minor, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].osVersion as os_version, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].useragentFamily as useragent_family, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].useragentMajor as useragent_major, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].useragentMinor as useragent_minor, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].useragentPatch as useragent_patch, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1[0].useragentVersion as useragent_version)) as contexts_com_snowplowanalytics_snowplow_ua_parser_context_1, + array(struct(contexts_nl_basjes_yauaa_context_1[0].agentClass as agent_class, + contexts_nl_basjes_yauaa_context_1[0].agentInformationEmail as agent_information_email, + contexts_nl_basjes_yauaa_context_1[0].agentName as agent_name, + contexts_nl_basjes_yauaa_context_1[0].agentNameVersion as agent_name_version, + contexts_nl_basjes_yauaa_context_1[0].agentNameVersionMajor as agent_name_version_major, + contexts_nl_basjes_yauaa_context_1[0].agentVersion as agent_version, + contexts_nl_basjes_yauaa_context_1[0].agentVersionMajor as agent_version_major, + contexts_nl_basjes_yauaa_context_1[0].deviceBrand as device_brand, + contexts_nl_basjes_yauaa_context_1[0].deviceClass as device_class, + contexts_nl_basjes_yauaa_context_1[0].deviceCpu as device_cpu, + contexts_nl_basjes_yauaa_context_1[0].deviceCpuBits as device_cpu_bits, + contexts_nl_basjes_yauaa_context_1[0].deviceName as device_name, + contexts_nl_basjes_yauaa_context_1[0].deviceVersion as device_version, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineClass as layout_engine_class, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineName as layout_engine_name, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineNameVersion as layout_engine_name_version, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineNameVersionMajor as layout_engine_name_version_major, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineVersion as layout_engine_version, + contexts_nl_basjes_yauaa_context_1[0].layoutEngineVersionMajor as layout_engine_version_major, + contexts_nl_basjes_yauaa_context_1[0].networkType as network_type, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemClass as operating_system_class, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemName as operating_system_name, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemNameVersion as operating_system_name_version, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemNameVersionMajor as operating_system_name_version_major, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemVersion as operating_system_version, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemVersionBuild as operating_system_version_build, + contexts_nl_basjes_yauaa_context_1[0].operatingSystemVersionMajor as operating_system_version_major, + contexts_nl_basjes_yauaa_context_1[0].webviewAppName as webview_app_name, + contexts_nl_basjes_yauaa_context_1[0].webviewAppNameVersionMajor as webview_app_name_version_major, + contexts_nl_basjes_yauaa_context_1[0].webviewAppVersion as webview_app_version, + contexts_nl_basjes_yauaa_context_1[0].webviewAppVersionMajor as webview_app_version_major)) as contexts_nl_basjes_yauaa_context_1, + array(struct(contexts_com_snowplowanalytics_user_identifier_1_0_0[0].user_id as user_id)) as contexts_com_snowplowanalytics_user_identifier_1_0_0, + array(struct(contexts_com_snowplowanalytics_user_identifier_2_0_0[0].user_id as user_id)) as contexts_com_snowplowanalytics_user_identifier_2_0_0, + array(struct(contexts_com_snowplowanalytics_session_identifier_1_0_0[0].session_id as session_id)) as contexts_com_snowplowanalytics_session_identifier_1_0_0, + array(struct(contexts_com_snowplowanalytics_session_identifier_2_0_0[0].session_identifier as session_identifier)) as contexts_com_snowplowanalytics_session_identifier_2_0_0, + {% if var("snowplow__custom_test", false) %} + array(struct(contexts_com_snowplowanalytics_custom_entity_1_0_0[0].contents as contents)) as contexts_com_snowplowanalytics_custom_entity_1_0_0 + {% else %} + null as contexts_com_snowplowanalytics_custom_entity_1_0_0 + {% endif %} +from + prep diff --git a/integration_tests/models/base/source/default/snowplow_events_stg.sql b/integration_tests/models/base/source/default/snowplow_events_stg.sql new file mode 100644 index 00000000..722c0754 --- /dev/null +++ b/integration_tests/models/base/source/default/snowplow_events_stg.sql @@ -0,0 +1,144 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +select app_id, + platform, + etl_tstamp, + collector_tstamp, + dvce_created_tstamp, + event, + event_id, + txn_id, + name_tracker, + v_tracker, + v_collector, + v_etl, + user_id, + user_ipaddress, + user_fingerprint, + domain_userid, + domain_sessionidx, + network_userid, + geo_country, + geo_region, + geo_city, + geo_zipcode, + geo_latitude, + geo_longitude, + geo_region_name, + ip_isp, + ip_organization, + ip_domain, + ip_netspeed, + page_url, + page_title, + page_referrer, + page_urlscheme, + page_urlhost, + page_urlport, + page_urlpath, + page_urlquery, + page_urlfragment, + refr_urlscheme, + refr_urlhost, + refr_urlport, + refr_urlpath, + refr_urlquery, + refr_urlfragment, + refr_medium, + refr_source, + refr_term, + mkt_medium, + mkt_source, + mkt_term, + mkt_content, + mkt_campaign, + se_category, + se_action, + se_label, + se_property, + se_value, + tr_orderid, + tr_affiliation, + tr_total, + tr_tax, + tr_shipping, + tr_city, + tr_state, + tr_country, + ti_orderid, + ti_sku, + ti_name, + ti_category, + ti_price, + ti_quantity, + pp_xoffset_min, + pp_xoffset_max, + pp_yoffset_min, + pp_yoffset_max, + useragent, + br_name, + br_family, + br_version, + br_type, + br_renderengine, + br_lang, + br_features_pdf, + br_features_flash, + br_features_java, + br_features_director, + br_features_quicktime, + br_features_realplayer, + br_features_windowsmedia, + br_features_gears, + br_features_silverlight, + br_cookies, + br_colordepth, + br_viewwidth, + br_viewheight, + os_name, + os_family, + os_manufacturer, + os_timezone, + dvce_type, + dvce_ismobile, + dvce_screenwidth, + dvce_screenheight, + doc_charset, + doc_width, + doc_height, + tr_currency, + tr_total_base, + tr_tax_base, + tr_shipping_base, + ti_currency, + ti_price_base, + base_currency, + geo_timezone, + mkt_clickid, + mkt_network, + etl_tags, + dvce_sent_tstamp, + refr_domain_userid, + refr_dvce_tstamp, + domain_sessionid, + derived_tstamp, + event_vendor, + event_name, + event_format, + event_version, + event_fingerprint, + true_tstamp, + load_tstamp + +from {{ ref('snowplow_events') }} diff --git a/integration_tests/models/base/source/snowflake/snowplow_events_stg.sql b/integration_tests/models/base/source/snowflake/snowplow_events_stg.sql new file mode 100644 index 00000000..26a8e98a --- /dev/null +++ b/integration_tests/models/base/source/snowflake/snowplow_events_stg.sql @@ -0,0 +1,196 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags=['base_macro'] + ) +}} + +-- page view context is given as json string in csv. Parse json +with prep as ( + select + * EXCLUDE(contexts_com_snowplowanalytics_user_identifier_1_0_0, contexts_com_snowplowanalytics_user_identifier_2_0_0, +contexts_com_snowplowanalytics_session_identifier_1_0_0, contexts_com_snowplowanalytics_session_identifier_2_0_0, +contexts_com_snowplowanalytics_custom_entity_1_0_0), + parse_json(contexts_com_snowplowanalytics_snowplow_web_page_1_0_0) as contexts_com_snowplowanalytics_snowplow_web_page_1, + parse_json(unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1_0_0) as unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1, + parse_json(unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1_0_0) as unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1, + parse_json(contexts_com_iab_snowplow_spiders_and_robots_1_0_0) as contexts_com_iab_snowplow_spiders_and_robots_1, + parse_json(contexts_com_snowplowanalytics_snowplow_ua_parser_context_1_0_0) as contexts_com_snowplowanalytics_snowplow_ua_parser_context_1, + parse_json(contexts_nl_basjes_yauaa_context_1_0_0) as contexts_nl_basjes_yauaa_context_1, + parse_json(contexts_com_snowplowanalytics_user_identifier_1_0_0) as contexts_com_snowplowanalytics_user_identifier_1_0_0, + parse_json(contexts_com_snowplowanalytics_user_identifier_2_0_0) as contexts_com_snowplowanalytics_user_identifier_2_0_0, + parse_json(contexts_com_snowplowanalytics_session_identifier_1_0_0) as contexts_com_snowplowanalytics_session_identifier_1_0_0, + parse_json(contexts_com_snowplowanalytics_session_identifier_2_0_0) as contexts_com_snowplowanalytics_session_identifier_2_0_0, + parse_json(contexts_com_snowplowanalytics_custom_entity_1_0_0) as contexts_com_snowplowanalytics_custom_entity_1_0_0 + from {{ ref('snowplow_events') }} + ) + +, flatten as ( + select + *, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].basis_for_processing as basisForProcessing, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_scopes as consentScopes, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_url as consentUrl, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].consent_version as consentVersion, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].domains_applied as domainsApplied, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].event_type as eventType, + unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1[0].gdpr_applies as gdprApplies, + unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1[0]:elapsed_time as elapsedTime + + from prep + +) + +select + app_id, + platform, + etl_tstamp, + collector_tstamp, + dvce_created_tstamp, + event, + event_id, + txn_id, + name_tracker, + v_tracker, + v_collector, + v_etl, + user_id, + user_ipaddress, + user_fingerprint, + domain_userid, + domain_sessionidx, + network_userid, + geo_country, + geo_region, + geo_city, + geo_zipcode, + geo_latitude, + geo_longitude, + geo_region_name, + ip_isp, + ip_organization, + ip_domain, + ip_netspeed, + page_url, + page_title, + page_referrer, + page_urlscheme, + page_urlhost, + page_urlport, + page_urlpath, + page_urlquery, + page_urlfragment, + refr_urlscheme, + refr_urlhost, + refr_urlport, + refr_urlpath, + refr_urlquery, + refr_urlfragment, + refr_medium, + refr_source, + refr_term, + mkt_medium, + mkt_source, + mkt_term, + mkt_content, + mkt_campaign, + se_category, + se_action, + se_label, + se_property, + se_value, + tr_orderid, + tr_affiliation, + tr_total, + tr_tax, + tr_shipping, + tr_city, + tr_state, + tr_country, + ti_orderid, + ti_sku, + ti_name, + ti_category, + ti_price, + ti_quantity, + pp_xoffset_min, + pp_xoffset_max, + pp_yoffset_min, + pp_yoffset_max, + useragent, + br_name, + br_family, + br_version, + br_type, + br_renderengine, + br_lang, + br_features_pdf, + br_features_flash, + br_features_java, + br_features_director, + br_features_quicktime, + br_features_realplayer, + br_features_windowsmedia, + br_features_gears, + br_features_silverlight, + br_cookies, + br_colordepth, + br_viewwidth, + br_viewheight, + os_name, + os_family, + os_manufacturer, + os_timezone, + dvce_type, + dvce_ismobile, + dvce_screenwidth, + dvce_screenheight, + doc_charset, + doc_width, + doc_height, + tr_currency, + tr_total_base, + tr_tax_base, + tr_shipping_base, + ti_currency, + ti_price_base, + base_currency, + geo_timezone, + mkt_clickid, + mkt_network, + etl_tags, + dvce_sent_tstamp, + refr_domain_userid, + refr_dvce_tstamp, + domain_sessionid, + derived_tstamp, + event_vendor, + event_name, + event_format, + event_version, + event_fingerprint, + true_tstamp, + load_tstamp, + contexts_com_snowplowanalytics_snowplow_web_page_1, + object_construct('basisForProcessing', basisForProcessing,'consentScopes', consentScopes, 'consentUrl', consentUrl, 'consentVersion', consentVersion, 'domainsApplied', domainsApplied, 'eventType', eventType, 'gdprApplies', gdprApplies) as unstruct_event_com_snowplowanalytics_snowplow_consent_preferences_1, + object_construct_keep_null('elapsedTime', elapsedTime) as unstruct_event_com_snowplowanalytics_snowplow_cmp_visible_1, + contexts_com_iab_snowplow_spiders_and_robots_1, + contexts_com_snowplowanalytics_snowplow_ua_parser_context_1, + contexts_nl_basjes_yauaa_context_1, + contexts_com_snowplowanalytics_user_identifier_1_0_0, + contexts_com_snowplowanalytics_user_identifier_2_0_0, + contexts_com_snowplowanalytics_session_identifier_1_0_0, + contexts_com_snowplowanalytics_session_identifier_2_0_0, + {% if var("snowplow__custom_test", false) %} + contexts_com_snowplowanalytics_custom_entity_1_0_0 + {% else %} + object_construct_keep_null('contents', null) as contexts_com_snowplowanalytics_custom_entity_1_0_0 + {% endif %} + +from flatten diff --git a/integration_tests/models/base/test.sql b/integration_tests/models/base/test.sql new file mode 100644 index 00000000..21e04018 --- /dev/null +++ b/integration_tests/models/base/test.sql @@ -0,0 +1,14 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config( + tags='snowplow_incremental' + ) +}} + +select '1' as test_col diff --git a/integration_tests/models/incremental_hooks/expected_update_incremental_manifest_table.sql b/integration_tests/models/incremental_hooks/expected_update_incremental_manifest_table.sql index 0660462e..b0d12aa0 100644 --- a/integration_tests/models/incremental_hooks/expected_update_incremental_manifest_table.sql +++ b/integration_tests/models/incremental_hooks/expected_update_incremental_manifest_table.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} -select + +select model, expected_last_success as last_success diff --git a/integration_tests/models/incremental_hooks/test_get_incremental_manifest_status.sql b/integration_tests/models/incremental_hooks/test_get_incremental_manifest_status.sql index 24827a2e..da077600 100644 --- a/integration_tests/models/incremental_hooks/test_get_incremental_manifest_status.sql +++ b/integration_tests/models/incremental_hooks/test_get_incremental_manifest_status.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {%- set all_models = snowplow_utils.get_incremental_manifest_status(ref('data_get_incremental_manifest_status'), ['a','b','c']) -%} {%- set partial_models = snowplow_utils.get_incremental_manifest_status(ref('data_get_incremental_manifest_status'), ['b','d']) -%} diff --git a/integration_tests/models/incremental_hooks/test_get_run_limits.sql b/integration_tests/models/incremental_hooks/test_get_run_limits.sql index 267fee93..91862c6b 100644 --- a/integration_tests/models/incremental_hooks/test_get_run_limits.sql +++ b/integration_tests/models/incremental_hooks/test_get_run_limits.sql @@ -1,4 +1,11 @@ -{%- set data_query -%} +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{%- set data_query -%} select * from {{ ref('data_get_run_limits') }} {%- endset -%} @@ -12,12 +19,12 @@ {% endfor %} {% for i in range(test_data.min_last_success|length) %} - + {# iteratively pass each row of test data into get_run_limits() and execute returned query #} {%- set results = run_query(snowplow_utils.get_run_limits(test_data.min_last_success[i], - test_data.max_last_success[i], - test_data.models_matched_from_manifest[i], - test_data.has_matched_all_models[i], + test_data.max_last_success[i], + test_data.models_matched_from_manifest[i], + test_data.has_matched_all_models[i], test_data.start_date[i])) -%} {# expected limits taken from test data #} @@ -42,5 +49,3 @@ {% if not loop.last %} union all {% endif %} {% endfor %} - - diff --git a/integration_tests/models/incremental_hooks/test_get_successful_models/fail_model.sql b/integration_tests/models/incremental_hooks/test_get_successful_models/fail_model.sql index b9a24ba9..dcbf84c4 100644 --- a/integration_tests/models/incremental_hooks/test_get_successful_models/fail_model.sql +++ b/integration_tests/models/incremental_hooks/test_get_successful_models/fail_model.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(tags=["requires_script"]) }} diff --git a/integration_tests/models/incremental_hooks/test_get_successful_models/skip_model.sql b/integration_tests/models/incremental_hooks/test_get_successful_models/skip_model.sql index a0c22803..10c17692 100644 --- a/integration_tests/models/incremental_hooks/test_get_successful_models/skip_model.sql +++ b/integration_tests/models/incremental_hooks/test_get_successful_models/skip_model.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(tags=["requires_script"]) }} diff --git a/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_1.sql b/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_1.sql index 3abad753..3592ff18 100644 --- a/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_1.sql +++ b/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_1.sql @@ -1,5 +1,12 @@ -{{ - config(tags=["requires_script"]) +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config(tags=["requires_script"]) }} select 1 as id diff --git a/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_2.sql b/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_2.sql index 3abad753..3592ff18 100644 --- a/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_2.sql +++ b/integration_tests/models/incremental_hooks/test_get_successful_models/successful_model_2.sql @@ -1,5 +1,12 @@ -{{ - config(tags=["requires_script"]) +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ + config(tags=["requires_script"]) }} select 1 as id diff --git a/integration_tests/models/incremental_hooks/test_update_incremental_manifest_table.sql b/integration_tests/models/incremental_hooks/test_update_incremental_manifest_table.sql index 9d668e9e..e83e89d2 100644 --- a/integration_tests/models/incremental_hooks/test_update_incremental_manifest_table.sql +++ b/integration_tests/models/incremental_hooks/test_update_incremental_manifest_table.sql @@ -1,4 +1,11 @@ -{{ config(post_hook="{{ snowplow_utils.update_incremental_manifest_table(this, +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{{ config(post_hook="{{ snowplow_utils.update_incremental_manifest_table(this, ref('data_update_incremental_manifest_table'), ['a','b','c']) }}", materialized="table" diff --git a/integration_tests/models/materializations/default_strategy/test_incremental.sql b/integration_tests/models/materializations/default_strategy/test_incremental.sql index cf6d9c5d..04268b8b 100644 --- a/integration_tests/models/materializations/default_strategy/test_incremental.sql +++ b/integration_tests/models/materializations/default_strategy/test_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Tests both RS/PG (delete/insert) and BQ/Snowflake/Databricks (merge) incremental materialization upsert_date_key: RS/PG/Databricks only. Key used to limit the table scan partition_by: BQ only. Key used to limit table scan diff --git a/integration_tests/models/materializations/default_strategy/test_incremental_w_lookback_disabled.sql b/integration_tests/models/materializations/default_strategy/test_incremental_w_lookback_disabled.sql index d6387a06..712db695 100644 --- a/integration_tests/models/materializations/default_strategy/test_incremental_w_lookback_disabled.sql +++ b/integration_tests/models/materializations/default_strategy/test_incremental_w_lookback_disabled.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Tests both RS/PG (delete/insert) and BQ/Snowflake/Databricks (merge) incremental materialization with lookback disabled. upsert_date_key: RS/PG/Databricks only. Key used to limit the table scan diff --git a/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert.sql b/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert.sql index bbfb8def..441a40cf 100644 --- a/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert.sql +++ b/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Tests both RS, PG (delete/insert) and BQ/Snowflake (merge) incremental materialization upsert_date_key: RS, PG only. Key used to limit the table scan partition_by: BQ only. Key used to limit table scan diff --git a/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert_w_lookback_disabled.sql b/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert_w_lookback_disabled.sql index 7c23b0be..04734099 100644 --- a/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert_w_lookback_disabled.sql +++ b/integration_tests/models/materializations/snowflake_delete_insert/test_incremental_delete_insert_w_lookback_disabled.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Tests both RS, PG (delete/insert) and BQ/Snowflake (merge) incremental materialization with lookback disabled. upsert_date_key: RS, PG only. Key used to limit the table scan partition_by: BQ only. Key used to limit table scan #} diff --git a/integration_tests/models/utils/bigquery/data_combine_column_versions.sql b/integration_tests/models/utils/bigquery/data_combine_column_versions.sql index 40ebf100..a07fa214 100644 --- a/integration_tests/models/utils/bigquery/data_combine_column_versions.sql +++ b/integration_tests/models/utils/bigquery/data_combine_column_versions.sql @@ -1,6 +1,13 @@ --- Breaking convention and using a model to seed data rather than csv. +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +-- Breaking convention and using a model to seed data rather than csv. -- Easier to construct RECORDs in sql than string in csv. --- BQ Only +-- BQ Only with data as ( select diff --git a/integration_tests/models/utils/bigquery/expected_combine_column_versions.sql b/integration_tests/models/utils/bigquery/expected_combine_column_versions.sql index 151ecaf3..9e16ed8f 100644 --- a/integration_tests/models/utils/bigquery/expected_combine_column_versions.sql +++ b/integration_tests/models/utils/bigquery/expected_combine_column_versions.sql @@ -1,6 +1,13 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + with prep as ( - select + select -- Test 1 coalesce(staff_v2[safe_offset(1)].first_name, staff_v1[safe_offset(1)].first_name) as first_name, coalesce(staff_v2[safe_offset(1)].last_name) as last_name, @@ -19,7 +26,7 @@ with prep as ( from {{ ref('data_combine_column_versions') }} ) -select +select concat("[", string_agg(to_json_string(p), ","), "]") as summary from prep as p diff --git a/integration_tests/models/utils/bigquery/test_combine_column_versions.sql b/integration_tests/models/utils/bigquery/test_combine_column_versions.sql index 3a9f7a67..474e7b5e 100644 --- a/integration_tests/models/utils/bigquery/test_combine_column_versions.sql +++ b/integration_tests/models/utils/bigquery/test_combine_column_versions.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Test 1: Select all fields from array of structs, taking second element. Test 2: Select subset of fields from nested structs & rename @@ -44,7 +51,7 @@ with prep as ( ) -- Equality test doesn't like nested data. Stringify and agg. -select +select concat("[", string_agg(to_json_string(p), ","), "]") as summary from prep as p diff --git a/integration_tests/models/utils/cross_db/data_get_field.sql b/integration_tests/models/utils/cross_db/data_get_field.sql index 57f3cc2b..de6113c4 100644 --- a/integration_tests/models/utils/cross_db/data_get_field.sql +++ b/integration_tests/models/utils/cross_db/data_get_field.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config( tags = ['get_field'], diff --git a/integration_tests/models/utils/cross_db/data_get_string_agg.sql b/integration_tests/models/utils/cross_db/data_get_string_agg.sql index 957f0ff8..24c84ecf 100644 --- a/integration_tests/models/utils/cross_db/data_get_string_agg.sql +++ b/integration_tests/models/utils/cross_db/data_get_string_agg.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Everything says int but I've made some of them decimals to test that as well #} {{ diff --git a/integration_tests/models/utils/cross_db/data_get_string_agg_grp.sql b/integration_tests/models/utils/cross_db/data_get_string_agg_grp.sql index ec8d1c3c..a19d2be9 100644 --- a/integration_tests/models/utils/cross_db/data_get_string_agg_grp.sql +++ b/integration_tests/models/utils/cross_db/data_get_string_agg_grp.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + with data as ( select diff --git a/integration_tests/models/utils/cross_db/expected_get_field.sql b/integration_tests/models/utils/cross_db/expected_get_field.sql index a2f270c5..19921237 100644 --- a/integration_tests/models/utils/cross_db/expected_get_field.sql +++ b/integration_tests/models/utils/cross_db/expected_get_field.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config( tags = ['get_field'], diff --git a/integration_tests/models/utils/cross_db/expected_get_string_agg.sql b/integration_tests/models/utils/cross_db/expected_get_string_agg.sql index c4480d86..7b2860af 100644 --- a/integration_tests/models/utils/cross_db/expected_get_string_agg.sql +++ b/integration_tests/models/utils/cross_db/expected_get_string_agg.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config( materialized = 'table', diff --git a/integration_tests/models/utils/cross_db/expected_get_string_agg_grp.sql b/integration_tests/models/utils/cross_db/expected_get_string_agg_grp.sql index 8990a581..6d14e457 100644 --- a/integration_tests/models/utils/cross_db/expected_get_string_agg_grp.sql +++ b/integration_tests/models/utils/cross_db/expected_get_string_agg_grp.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + select 'a,b' as result, 'y' as grp union all diff --git a/integration_tests/models/utils/cross_db/test_get_field.sql b/integration_tests/models/utils/cross_db/test_get_field.sql index 272de20b..0e612b9f 100644 --- a/integration_tests/models/utils/cross_db/test_get_field.sql +++ b/integration_tests/models/utils/cross_db/test_get_field.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config( tags = ['get_field'], diff --git a/integration_tests/models/utils/cross_db/test_get_string_agg.sql b/integration_tests/models/utils/cross_db/test_get_string_agg.sql index cc613c36..ad6a10af 100644 --- a/integration_tests/models/utils/cross_db/test_get_string_agg.sql +++ b/integration_tests/models/utils/cross_db/test_get_string_agg.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config( materialized = 'table', diff --git a/integration_tests/models/utils/cross_db/test_get_string_agg_grp.sql b/integration_tests/models/utils/cross_db/test_get_string_agg_grp.sql index 603be44f..241d337c 100644 --- a/integration_tests/models/utils/cross_db/test_get_string_agg_grp.sql +++ b/integration_tests/models/utils/cross_db/test_get_string_agg_grp.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + with data as ( select * from {{ ref('data_get_string_agg_grp') }} ) diff --git a/integration_tests/models/utils/expected_app_id_filter.sql b/integration_tests/models/utils/expected_app_id_filter.sql index 846769c4..87426fd8 100644 --- a/integration_tests/models/utils/expected_app_id_filter.sql +++ b/integration_tests/models/utils/expected_app_id_filter.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + with data as ( select * from {{ ref('data_app_id_filter') }} diff --git a/integration_tests/models/utils/expected_snowplow_delete_from_manifest.sql b/integration_tests/models/utils/expected_snowplow_delete_from_manifest.sql index acf3e01e..818b5e42 100644 --- a/integration_tests/models/utils/expected_snowplow_delete_from_manifest.sql +++ b/integration_tests/models/utils/expected_snowplow_delete_from_manifest.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(tags=["requires_script"]) }} select * diff --git a/integration_tests/models/utils/test_app_id_filter.sql b/integration_tests/models/utils/test_app_id_filter.sql index 3ef348bc..2dde9b9d 100644 --- a/integration_tests/models/utils/test_app_id_filter.sql +++ b/integration_tests/models/utils/test_app_id_filter.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + with data as ( select * from {{ ref('data_app_id_filter') }} diff --git a/integration_tests/models/utils/test_snowplow_delete_from_manifest.sql b/integration_tests/models/utils/test_snowplow_delete_from_manifest.sql index 0d0f5f58..04188e14 100644 --- a/integration_tests/models/utils/test_snowplow_delete_from_manifest.sql +++ b/integration_tests/models/utils/test_snowplow_delete_from_manifest.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(pre_hook="{{ snowplow_utils.snowplow_delete_from_manifest( models=var('models_to_delete',[]), incremental_manifest_table=ref('data_snowplow_delete_from_manifest_staging')) }}", @@ -11,4 +18,3 @@ select * from {{ ref('data_snowplow_delete_from_manifest_staging') }} - diff --git a/integration_tests/tests/incremental_hooks/test_get_enabled_snowplow_models.sql b/integration_tests/tests/incremental_hooks/test_get_enabled_snowplow_models.sql index 85053a16..e6d3c55b 100644 --- a/integration_tests/tests/incremental_hooks/test_get_enabled_snowplow_models.sql +++ b/integration_tests/tests/incremental_hooks/test_get_enabled_snowplow_models.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Tests: 1 - Find all enabled models with the snowplow_web_incremental tag 2 - Find subset of enabled and tagged models using the dbt ls command. Performed via bash script @@ -8,28 +15,28 @@ {% set dummy_graph={ 'nodes': { - 'model.snowplow_web.enabled_model_w_dependency': + 'model.snowplow.enabled_model_w_dependency': { 'config': {'enabled': true}, - 'depends_on':{'nodes':['model.snowplow_web.snowplow_web_base_events_this_run']}, + 'depends_on':{'nodes':['model.snowplow_utils_integration_tests.snowplow_base_events_this_run']}, 'resource_type': 'model', - 'tags':[var("tag_var",'snowplow_web_incremental')], + 'tags':[var("tag_var",'snowplow_incremental')], "name": "enabled_model_w_dependency" }, - 'model.snowplow_web.enabled_model_wo_dependency': + 'model.snowplow.enabled_model_wo_dependency': { 'config': {'enabled': true}, 'depends_on':{'nodes':['model.snowplow_web.snowplow_web_sessions']}, 'resource_type': 'model', - 'tags':[var("tag_var",'snowplow_web_incremental')], + 'tags':[var("tag_var",'snowplow_incremental')], "name": "enabled_model_wo_dependency" }, - 'model.snowplow_web.disabled_model': + 'model.snowplow.disabled_model': { 'config': {'enabled': false}, - 'depends_on':{'nodes':['model.snowplow_web.snowplow_web_base_events_this_run']}, + 'depends_on':{'nodes':['model.snowplow_utils_integration_tests.snowplow_base_events_this_run']}, 'resource_type': 'model', - 'tags':[var("tag_var",'snowplow_web_incremental')], + 'tags':[var("tag_var",'snowplow_incremental')], "name": "disabled_model" }, 'model.non_snowplow_model': @@ -43,14 +50,14 @@ 'test.non_model': { 'config': {'enabled': true}, - 'depends_on':{'nodes':['model.snowplow_web.snowplow_web_base_events_this_run']}, + 'depends_on':{'nodes':['model.snowplow_utils_integration_tests.snowplow_base_events_this_run']}, 'resource_type': 'test', "name": "non_model" - } + } } } %} -{% set actual_enabled_models = snowplow_utils.get_enabled_snowplow_models('snowplow_web', graph_object=dummy_graph) %} +{% set actual_enabled_models = snowplow_utils.get_enabled_snowplow_models('snowplow', graph_object=dummy_graph) %} {% if var("models_to_run","")|length %} {# Test 2 #} diff --git a/integration_tests/tests/utils/bigquery/combine_column_versions/test_coalesce_field_paths.sql b/integration_tests/tests/utils/bigquery/combine_column_versions/test_coalesce_field_paths.sql index 59c26a02..4e0acb22 100644 --- a/integration_tests/tests/utils/bigquery/combine_column_versions/test_coalesce_field_paths.sql +++ b/integration_tests/tests/utils/bigquery/combine_column_versions/test_coalesce_field_paths.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(enabled=(target.type == 'bigquery' | as_bool()) )}} {% set tests_yml %} @@ -31,6 +38,6 @@ with prep as ( {% endfor %} ) -select * +select * from prep where actual != expected diff --git a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_field_alias.sql b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_field_alias.sql index 4ebc64ac..be6d154e 100644 --- a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_field_alias.sql +++ b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_field_alias.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(enabled=(target.type == 'bigquery' | as_bool()) )}} {% set tests = [ @@ -16,6 +23,6 @@ with prep as ( {% endfor %} ) -select * +select * from prep where actual != expected diff --git a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_level_limit.sql b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_level_limit.sql index 1b195035..63fb17c5 100644 --- a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_level_limit.sql +++ b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_level_limit.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(enabled=(target.type == 'bigquery' | as_bool()) )}} {% set tests_yml %} @@ -52,6 +59,6 @@ with prep as ( {% endfor %} ) -select * +select * from prep where actual != expected diff --git a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_matched_fields.sql b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_matched_fields.sql index 3856f4ba..067e3bd4 100644 --- a/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_matched_fields.sql +++ b/integration_tests/tests/utils/bigquery/combine_column_versions/test_get_matched_fields.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(enabled=(target.type == 'bigquery' | as_bool()) )}} {% set tests_yml %} @@ -49,6 +56,6 @@ with prep as ( {% endfor %} ) -select * +select * from prep where actual != expected diff --git a/integration_tests/tests/utils/bigquery/combine_column_versions/test_merge_fields_across_col_versions.sql b/integration_tests/tests/utils/bigquery/combine_column_versions/test_merge_fields_across_col_versions.sql index b9eb69ef..7bb67b0c 100644 --- a/integration_tests/tests/utils/bigquery/combine_column_versions/test_merge_fields_across_col_versions.sql +++ b/integration_tests/tests/utils/bigquery/combine_column_versions/test_merge_fields_across_col_versions.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {{ config(enabled=(target.type == 'bigquery' | as_bool()) )}} {% set tests_yml %} @@ -38,6 +45,6 @@ with prep as ( {% endfor %} ) -select * +select * from prep where actual != expected diff --git a/integration_tests/tests/utils/bigquery/test_get_columns_in_relation_by_column_prefix.sql b/integration_tests/tests/utils/bigquery/test_get_columns_in_relation_by_column_prefix.sql index 6c79f00d..98cf3484 100644 --- a/integration_tests/tests/utils/bigquery/test_get_columns_in_relation_by_column_prefix.sql +++ b/integration_tests/tests/utils/bigquery/test_get_columns_in_relation_by_column_prefix.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# TODO: add test for compiler error if no columns matched #} {% set actual_matched_columns = snowplow_utils.get_columns_in_relation_by_column_prefix(relation=ref('data_get_columns_in_relation_by_column_prefix'), diff --git a/macros/base/base_create_snowplow_events_this_run.sql b/macros/base/base_create_snowplow_events_this_run.sql new file mode 100644 index 00000000..aee9571f --- /dev/null +++ b/macros/base/base_create_snowplow_events_this_run.sql @@ -0,0 +1,213 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + + +{% macro base_create_snowplow_events_this_run(sessions_this_run_table='snowplow_base_sessions_this_run', session_identifiers=[{"table" : "events", "field" : "domain_sessionid"}], session_sql=none, session_timestamp='load_tstamp', derived_tstamp_partitioned=true, days_late_allowed=3, max_session_days=3, app_ids=[], snowplow_events_database=none, snowplow_events_schema='atomic', snowplow_events_table='events', entities_or_sdes=none, custom_sql=none) %} + {{ return(adapter.dispatch('base_create_snowplow_events_this_run', 'snowplow_utils')(sessions_this_run_table, session_identifiers, session_sql, session_timestamp, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, entities_or_sdes, custom_sql)) }} +{% endmacro %} + +{% macro default__base_create_snowplow_events_this_run(sessions_this_run_table, session_identifiers, session_sql, session_timestamp, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, entities_or_sdes, custom_sql) %} + {%- set lower_limit, upper_limit = snowplow_utils.return_limits_from_model(ref(sessions_this_run_table), + 'start_tstamp', + 'end_tstamp') %} + {% set sessions_this_run = ref(sessions_this_run_table) %} + {% set snowplow_events = api.Relation.create(database=snowplow_events_database, schema=snowplow_events_schema, identifier=snowplow_events_table) %} + + {% set events_this_run_query %} + with identified_events AS ( + select + {% if session_sql %} + {{ session_sql }} as session_identifier, + {% else -%} + COALESCE( + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + {{ snowplow_utils.get_field(identifier['schema'], identifier['field'], 'e', dbt.type_string(), 0) }} + {%- else -%} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) as session_identifier, + {%- endif %} + e.* + {% if custom_sql %} + , {{ custom_sql }} + {% endif %} + + from {{ snowplow_events }} e + + ) + + select + a.*, + b.user_identifier -- take user_identifier from manifest. This ensures only 1 domain_userid per session. + + from identified_events as a + inner join {{ sessions_this_run }} as b + on a.session_identifier = b.session_identifier + + where a.{{ session_timestamp }} <= {{ snowplow_utils.timestamp_add('day', max_session_days, 'b.start_tstamp') }} + and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', days_late_allowed, 'a.dvce_created_tstamp') }} + and a.{{ session_timestamp }} >= {{ lower_limit }} + and a.{{ session_timestamp }} <= {{ upper_limit }} + + {% if derived_tstamp_partitioned and target.type == 'bigquery' | as_bool() %} + and a.derived_tstamp >= {{ snowplow_utils.timestamp_add('hour', -1, lower_limit) }} + and a.derived_tstamp <= {{ upper_limit }} + {% endif %} + + and {{ snowplow_utils.app_id_filter(app_ids) }} + + qualify row_number() over (partition by a.event_id order by a.{{ session_timestamp }}, a.dvce_created_tstamp) = 1 + {% endset %} + + {{ return(events_this_run_query) }} + +{% endmacro %} + +{% macro postgres__base_create_snowplow_events_this_run(sessions_this_run_table, session_identifiers, session_sql, session_timestamp, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, entities_or_sdes, custom_sql) %} + {%- set lower_limit, upper_limit = snowplow_utils.return_limits_from_model(ref(sessions_this_run_table), + 'start_tstamp', + 'end_tstamp') %} + + {% if entities_or_sdes %} + -- check uniqueness of entity/sde names provided + {% set ent_sde_names = [] %} + {% for ent_or_sde in entities_or_sdes %} + {% do ent_sde_names.append(ent_or_sde['name']) %} + {% endfor %} + {% if ent_sde_names | unique | list | length != entities_or_sdes | length %} + {% do exceptions.raise_compiler_error("There are duplicate names in your provided `entities_or_sdes` list. Please correct this before proceeding.")%} + {% endif %} + {% endif %} + + {% set sessions_this_run = ref(sessions_this_run_table) %} + {% set snowplow_events = api.Relation.create(database=snowplow_events_database, schema=snowplow_events_schema, identifier=snowplow_events_table) %} + + {% set events_this_run_query %} + with + + {% if session_identifiers -%} + {% for identifier in session_identifiers %} + {% if identifier['schema']|lower != 'atomic' %} + {{ snowplow_utils.get_sde_or_context(snowplow_events_schema, identifier['schema'], lower_limit, upper_limit, identifier['prefix']) }}, + {%- endif -%} + {% endfor %} + {% endif %} + + {%- if entities_or_sdes -%} + {%- for ent_or_sde in entities_or_sdes -%} + {%- set name = none -%} + {%- set prefix = none -%} + {%- set single_entity = true -%} + {%- if ent_or_sde['name'] -%} + {%- set name = ent_or_sde['name'] -%} + {%- else -%} + {%- do exceptions.raise_compiler_error("Need to specify the name of your Entity or SDE using the {'name'} attribute in a key-value map.") -%} + {%- endif -%} + {%- if ent_or_sde['prefix'] -%} + {%- set prefix = ent_or_sde['prefix'] -%} + {%- else -%} + {%- set prefix = name -%} + {%- endif -%} + {%- if ent_or_sde['single_entity'] and ent_or_sde['single_entity'] is boolean -%} + {%- set single_entity = ent_or_sde['single_entity'] -%} + {%- endif %} + {{ snowplow_utils.get_sde_or_context(snowplow_events_schema, name, lower_limit, upper_limit, prefix, single_entity) }}, + {% endfor -%} + {%- endif %} + + identified_events AS ( + select + {% if session_sql -%} + {{ session_sql }} as session_identifier, + {% else -%} + COALESCE( + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' %} + {% if identifier['alias'] %}{{identifier['alias']}}{% else %}{{identifier['schema']}}{% endif %}.{% if identifier['prefix'] %}{{ identifier['prefix'] }}{% else %}{{ identifier['schema']}}{% endif %}_{{identifier['field']}} + {%- else %} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) as session_identifier, + {%- endif %} + e.* + {% if custom_sql %} + , {{ custom_sql }} + {%- endif %} + + from {{ snowplow_events }} e + {% if session_identifiers|length > 0 %} + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + left join {{ identifier['schema'] }} {% if identifier['alias'] %}as {{ identifier['alias'] }}{% endif %} on e.event_id = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{identifier['prefix']}}__id and e.collector_tstamp = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{ identifier['prefix'] }}__tstamp + {% endif -%} + {% endfor %} + {% endif %} + + ), events_this_run as ( + + select + a.*, + b.user_identifier, -- take user_identifier from manifest. This ensures only 1 domain_userid per session. + row_number() over (partition by a.event_id order by a.{{ session_timestamp }}, a.dvce_created_tstamp ) as event_id_dedupe_index, + count(*) over (partition by a.event_id) as event_id_dedupe_count + + from identified_events as a + inner join {{ sessions_this_run }} as b + on a.session_identifier = b.session_identifier + + where a.{{ session_timestamp }} <= {{ snowplow_utils.timestamp_add('day', max_session_days, 'b.start_tstamp') }} + and a.dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', days_late_allowed, 'a.dvce_created_tstamp') }} + and a.{{ session_timestamp }} >= {{ lower_limit }} + and a.{{ session_timestamp }} <= {{ upper_limit }} + and {{ snowplow_utils.app_id_filter(app_ids) }} + + ) + + select * + + from events_this_run as e + {%- if entities_or_sdes -%} + {% for ent_or_sde in entities_or_sdes -%} + {%- set name = none -%} + {%- set prefix = none -%} + {%- set single_entity = true -%} + {%- set alias = none -%} + {%- if ent_or_sde['name'] -%} + {%- set name = ent_or_sde['name'] -%} + {%- else -%} + {%- do exceptions.raise_compiler_error("Need to specify the name of your Entity or SDE using the {'name'} attribute in a key-value map.") -%} + {%- endif -%} + {%- if ent_or_sde['prefix'] -%} + {%- set prefix = ent_or_sde['prefix'] -%} + {%- else -%} + {%- set prefix = name -%} + {%- endif -%} + {%- if ent_or_sde['single_entity'] and ent_or_sde['single_entity'] is boolean -%} + {%- set single_entity = ent_or_sde['single_entity'] -%} + {%- endif -%} + {%- if ent_or_sde['alias'] -%} + {%- set alias = ent_or_sde['alias'] -%} + {%- endif %} + left join {{name}} {% if alias -%} as {{ alias }} {%- endif %} on e.event_id = {% if alias -%} {{ alias }} {%- else -%}{{name}}{%- endif %}.{{prefix}}__id + and e.collector_tstamp = {% if alias -%} {{ alias }} {%- else -%}{{name}}{%- endif %}.{{prefix}}__tstamp + {% if not single_entity -%} and mod({% if alias -%} {{ alias }} {%- else -%}{{name}}{%- endif %}.{{prefix}}__index, e.event_id_dedupe_count) = 0{%- endif -%} + {% endfor %} + {% endif %} + where event_id_dedupe_index = 1 + + {% endset %} + + {{ return(events_this_run_query) }} + +{% endmacro %} diff --git a/macros/base/base_create_snowplow_incremental_manifest.sql b/macros/base/base_create_snowplow_incremental_manifest.sql new file mode 100644 index 00000000..8193ab61 --- /dev/null +++ b/macros/base/base_create_snowplow_incremental_manifest.sql @@ -0,0 +1,26 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + + +{% macro base_create_snowplow_incremental_manifest() %} + + {% set create_manifest_query %} + with prep as ( + select + cast(null as {{ snowplow_utils.type_max_string() }}) model, + cast('1970-01-01' as {{ type_timestamp() }}) as last_success + ) + + select * + + from prep + where false + {% endset %} + + {{ return(create_manifest_query) }} + +{% endmacro %} diff --git a/macros/base/base_create_snowplow_quarantined_sessions.sql b/macros/base/base_create_snowplow_quarantined_sessions.sql new file mode 100644 index 00000000..0214f7f7 --- /dev/null +++ b/macros/base/base_create_snowplow_quarantined_sessions.sql @@ -0,0 +1,26 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + + +{% macro base_create_snowplow_quarantined_sessions() %} + + {% set create_quarantined_query %} + with prep as ( + select + cast(null as {{ snowplow_utils.type_max_string() }}) session_identifier + ) + + select * + + from prep + where false + + {% endset %} + + {{ return(create_quarantined_query) }} + +{% endmacro %} diff --git a/macros/base/base_create_snowplow_sessions_lifecycle_manifest.sql b/macros/base/base_create_snowplow_sessions_lifecycle_manifest.sql new file mode 100644 index 00000000..be52fc43 --- /dev/null +++ b/macros/base/base_create_snowplow_sessions_lifecycle_manifest.sql @@ -0,0 +1,289 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# Add quarantined_sessions reference properly #} +{% macro base_create_snowplow_sessions_lifecycle_manifest(session_identifiers=[{"schema": "atomic", "field" : "domain_sessionid"}], session_sql=none, session_timestamp='load_tstamp', user_identifiers=[{"schema": "atomic", "field" : "domain_userid"}], user_sql=none, quarantined_sessions=none, derived_tstamp_partitioned=true, days_late_allowed=3, max_session_days=3, app_ids=[], snowplow_events_database=none, snowplow_events_schema='atomic', snowplow_events_table='events', event_limits_table='snowplow_base_new_event_limits', incremental_manifest_table='snowplow_incremental_manifest', package_name='snowplow') %} + {{ return(adapter.dispatch('base_create_snowplow_sessions_lifecycle_manifest', 'snowplow_utils')(session_identifiers, session_sql, session_timestamp, user_identifiers, user_sql, quarantined_sessions, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, event_limits_table, incremental_manifest_table, package_name)) }} +{% endmacro %} + +{% macro default__base_create_snowplow_sessions_lifecycle_manifest(session_identifiers, session_sql, session_timestamp, user_identifiers, user_sql, quarantined_sessions, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, event_limits_table, incremental_manifest_table, package_name) %} + {% set base_event_limits = ref(event_limits_table) %} + {% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(base_event_limits) %} + {% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} + {% set is_run_with_new_events = snowplow_utils.is_run_with_new_events(package_name, event_limits_table, incremental_manifest_table) %} + {% set snowplow_events = api.Relation.create(database=snowplow_events_database, schema=snowplow_events_schema, identifier=snowplow_events_table) %} + + {% set sessions_lifecycle_manifest_query %} + + with new_events_session_ids_init as ( + select + {% if session_sql %} + {{ session_sql }} as session_identifier, + {% elif session_identifiers|length > 0 %} + COALESCE( + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + {{ snowplow_utils.get_field(identifier['schema'], identifier['field'], 'e', dbt.type_string(), 0) }} + {%- else -%} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) as session_identifier, + {%- else -%} + {% do exceptions.raise_compiler_error("Need to specify either session identifiers or custom session code") %} + {%- endif %} + {%- if user_sql -%} + {{ user_sql }} as user_identifier, + {%- elif user_identifiers|length > 0 %} + max( + COALESCE( + {% for identifier in user_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + {{ snowplow_utils.get_field(identifier['schema'], identifier['field'], 'e', dbt.type_string(), 0) }} + {%- else -%} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) + ) as user_identifier, -- Edge case 1: Arbitary selection to avoid window function like first_value. + {% else %} + {% do exceptions.raise_compiler_error("Need to specify either session identifiers or custom session code") %} + {%- endif %} + min({{ session_timestamp }}) as start_tstamp, + max({{ session_timestamp }}) as end_tstamp + + from {{ snowplow_events }} e + + where + dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', days_late_allowed, 'dvce_created_tstamp') }} -- don't process data that's too late + and {{ session_timestamp }} >= {{ lower_limit }} + and {{ session_timestamp }} <= {{ upper_limit }} + and {{ snowplow_utils.app_id_filter(app_ids) }} + and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. + {% if derived_tstamp_partitioned and target.type == 'bigquery' | as_bool() %} -- BQ only + and derived_tstamp >= {{ lower_limit }} + and derived_tstamp <= {{ upper_limit }} + {% endif %} + + group by 1 + ), new_events_session_ids as ( + select * + from new_events_session_ids_init e + {% if quarantined_sessions %} + where session_identifier is not null + and not exists (select 1 from {{ ref(quarantined_sessions) }} as a where a.session_identifier = e.session_identifier) -- don't continue processing v.long sessions + {%- endif %} + + ) + {% if is_incremental() %} + + , previous_sessions as ( + select * + + from {{ this }} + + where start_tstamp >= {{ session_lookback_limit }} + and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. + ) + + , session_lifecycle as ( + select + ns.session_identifier, + coalesce(self.user_identifier, ns.user_identifier) as user_identifier, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant + least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, + greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce + + from new_events_session_ids ns + left join previous_sessions as self + on ns.session_identifier = self.session_identifier + + where + self.session_identifier is null -- process all new sessions + or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', max_session_days, 'self.start_tstamp') }} --stop updating sessions exceeding 3 days + ) + + {% else %} + + , session_lifecycle as ( + + select * from new_events_session_ids + + ) + + {% endif %} + + select + sl.session_identifier, + sl.user_identifier, + sl.start_tstamp, + least({{ snowplow_utils.timestamp_add('day', max_session_days, 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days + {% if target.type in ['databricks', 'spark'] -%} + , DATE(start_tstamp) as start_tstamp_date + {%- endif %} + + from session_lifecycle sl + {% endset %} + + {{ return(sessions_lifecycle_manifest_query) }} + +{% endmacro %} + +{% macro postgres__base_create_snowplow_sessions_lifecycle_manifest(session_identifiers, session_sql, session_timestamp, user_identifiers, user_sql, quarantined_sessions, derived_tstamp_partitioned, days_late_allowed, max_session_days, app_ids, snowplow_events_database, snowplow_events_schema, snowplow_events_table, event_limits_table, incremental_manifest_table, package_name) %} + {% set base_event_limits = ref(event_limits_table) %} + {% set lower_limit, upper_limit, _ = snowplow_utils.return_base_new_event_limits(base_event_limits) %} + {% set session_lookback_limit = snowplow_utils.get_session_lookback_limit(lower_limit) %} + {% set is_run_with_new_events = snowplow_utils.is_run_with_new_events(package_name, event_limits_table, incremental_manifest_table) %} + {% set snowplow_events = api.Relation.create(database=snowplow_events_database, schema=snowplow_events_schema, identifier=snowplow_events_table) %} + + {% set sessions_lifecycle_manifest_query %} + + with + {% if session_identifiers %} + {% for identifier in session_identifiers %} + {% if identifier['schema']|lower != 'atomic' %} + {{ snowplow_utils.get_sde_or_context(snowplow_events_schema, identifier['schema'], lower_limit, upper_limit, identifier['prefix']) }}, + {%- endif -%} + {% endfor %} + {% endif %} + + {% if user_identifiers%} + {% for identifier in user_identifiers %} + {% if identifier['schema']|lower != 'atomic' %} + {{ snowplow_utils.get_sde_or_context(snowplow_events_schema, identifier['schema'], lower_limit, upper_limit, identifier['prefix']) }}, + {%- endif -%} + {% endfor %} + {% endif %} + new_events_session_ids_init as ( + select + {% if session_sql %} + {{ session_sql }} as session_identifier, + {% elif session_identifiers|length > 0 %} + COALESCE( + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + {% if identifier['alias'] %}{{identifier['alias']}}{% else %}{{identifier['schema']}}{% endif %}.{% if identifier['prefix'] %}{{ identifier['prefix'] }}{% else %}{{ identifier['schema']}}{% endif %}_{{identifier['field']}} + {%- else -%} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) as session_identifier, + {% else %} + {% do exceptions.raise_compiler_error("Need to specify either session identifiers or custom session SQL") %} + {% endif %} + {% if user_sql %} + {{ user_sql }} as user_identifier, + {% elif user_identifiers|length > 0 %} + max( + COALESCE( + {% for identifier in user_identifiers %} + {%- if identifier['schema']|lower != 'atomic' %} + {% if identifier['alias'] %}{{identifier['alias']}}{% else %}{{identifier['schema']}}{% endif %}.{% if identifier['prefix'] %}{{ identifier['prefix'] }}{% else %}{{ identifier['schema']}}{% endif %}_{{identifier['field']}} + {%- else %} + e.{{identifier['field']}} + {%- endif -%} + , + {%- endfor -%} + NULL + ) + ) as user_identifier, -- Edge case 1: Arbitary selection to avoid window function like first_value. + {% else %} + {% do exceptions.raise_compiler_error("Need to specify either user identifiers or custom user SQL") %} + {% endif %} + min({{ session_timestamp }}) as start_tstamp, + max({{ session_timestamp }}) as end_tstamp + + from {{ snowplow_events }} e + {% if session_identifiers|length > 0 %} + {% for identifier in session_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + left join {{ identifier['schema'] }} {% if identifier['alias'] %}as {{ identifier['alias'] }}{% endif %} on e.event_id = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{identifier['prefix']}}__id and e.collector_tstamp = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{ identifier['prefix'] }}__tstamp + {% endif -%} + {% endfor %} + {% endif %} + {% if session_identifiers|length > 0 %} + {% for identifier in user_identifiers %} + {%- if identifier['schema']|lower != 'atomic' -%} + left join {{ identifier['schema'] }} {% if identifier['alias'] %}as {{ identifier['alias'] }}{% endif %} on e.event_id = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{identifier['prefix']}}__id and e.collector_tstamp = {% if identifier['alias'] %}{{ identifier['alias']}}{% else %}{{ identifier['schema'] }}{% endif %}.{{ identifier['prefix'] }}__tstamp + {% endif -%} + {% endfor %} + {% endif %} + where + dvce_sent_tstamp <= {{ snowplow_utils.timestamp_add('day', days_late_allowed, 'dvce_created_tstamp') }} -- don't process data that's too late + and {{ session_timestamp }} >= {{ lower_limit }} + and {{ session_timestamp }} <= {{ upper_limit }} + and {{ snowplow_utils.app_id_filter(app_ids) }} + and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. + {% if derived_tstamp_partitioned and target.type == 'bigquery' | as_bool() %} -- BQ only + and derived_tstamp >= {{ lower_limit }} + and derived_tstamp <= {{ upper_limit }} + {% endif %} + + group by 1 + ), new_events_session_ids as ( + select * + from new_events_session_ids_init e + {% if quarantined_sessions %} + where session_identifier is not null + and not exists (select 1 from {{ ref(quarantined_sessions) }} as a where a.session_identifier = e.session_identifier) -- don't continue processing v.long sessions + {%- endif %} + ) + + {% if is_incremental() %} + + , previous_sessions as ( + select * + + from {{ this }} + + where start_tstamp >= {{ session_lookback_limit }} + and {{ is_run_with_new_events }} --don't reprocess sessions that have already been processed. + ) + + , session_lifecycle as ( + select + ns.session_identifier, + coalesce(self.user_identifier, ns.user_identifier) as user_identifier, -- Edge case 1: Take previous value to keep domain_userid consistent. Not deterministic but performant + least(ns.start_tstamp, coalesce(self.start_tstamp, ns.start_tstamp)) as start_tstamp, + greatest(ns.end_tstamp, coalesce(self.end_tstamp, ns.end_tstamp)) as end_tstamp -- BQ 1 NULL will return null hence coalesce + + from new_events_session_ids ns + left join previous_sessions as self + on ns.session_identifier = self.session_identifier + + where + self.session_identifier is null -- process all new sessions + or self.end_tstamp < {{ snowplow_utils.timestamp_add('day', max_session_days, 'self.start_tstamp') }} --stop updating sessions exceeding 3 days + ) + + {% else %} + + , session_lifecycle as ( + + select * from new_events_session_ids + + ) + + {% endif %} + + select + sl.session_identifier, + sl.user_identifier, + sl.start_tstamp, + least({{ snowplow_utils.timestamp_add('day', max_session_days, 'sl.start_tstamp') }}, sl.end_tstamp) as end_tstamp -- limit session length to max_session_days + + from session_lifecycle sl + {% endset %} + + {{ return(sessions_lifecycle_manifest_query) }} + +{% endmacro %} diff --git a/macros/base/base_create_snowplow_sessions_this_run.sql b/macros/base/base_create_snowplow_sessions_this_run.sql new file mode 100644 index 00000000..45372834 --- /dev/null +++ b/macros/base/base_create_snowplow_sessions_this_run.sql @@ -0,0 +1,38 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{% macro base_create_snowplow_sessions_this_run(lifecycle_manifest_table='snowplow_base_sessions_lifecycle_manifest', new_event_limits_table='snowplow_base_new_event_limits') %} + {% set lifecycle_manifest = ref(lifecycle_manifest_table) %} + {% set new_event_limits = ref(new_event_limits_table) %} + {%- set lower_limit, + upper_limit, + session_start_limit = snowplow_utils.return_base_new_event_limits(new_event_limits) %} + + {% set sessions_sql %} + + + select + s.session_identifier, + s.user_identifier, + s.start_tstamp, + -- end_tstamp used in next step to limit events. When backfilling, set end_tstamp to upper_limit if end_tstamp > upper_limit. + -- This ensures we don't accidentally process events after upper_limit + case when s.end_tstamp > {{ upper_limit }} then {{ upper_limit }} else s.end_tstamp end as end_tstamp + + from {{ lifecycle_manifest }} s + + where + -- General window of start_tstamps to limit table scans. Logic complicated by backfills. + -- To be within the run, session start_tstamp must be >= lower_limit - max_session_days as we limit end_tstamp in manifest to start_tstamp + max_session_days + s.start_tstamp >= {{ session_start_limit }} + and s.start_tstamp <= {{ upper_limit }} + -- Select sessions within window that either; start or finish between lower & upper limit, start and finish outside of lower and upper limits + and not (s.start_tstamp > {{ upper_limit }} or s.end_tstamp < {{ lower_limit }}) + {% endset %} + + {{ return(sessions_sql) }} +{% endmacro%} diff --git a/macros/base/base_quarantine_sessions.sql b/macros/base/base_quarantine_sessions.sql new file mode 100644 index 00000000..3732c6b2 --- /dev/null +++ b/macros/base/base_quarantine_sessions.sql @@ -0,0 +1,75 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{% macro base_quarantine_sessions(max_session_length, quarantined_sessions='snowplow_base_quarantined_sessions', src_relation=this) %} + + {{ return(adapter.dispatch('base_quarantine_sessions', 'snowplow_utils')(max_session_length, quarantined_sessions, src_relation)) }} + +{% endmacro %} + +{% macro default__base_quarantine_sessions(max_session_length, quarantined_sessions_str, src_relation) %} + {% set quarantined_sessions = ref(quarantined_sessions_str) %} + + {% set sessions_to_quarantine_sql = snowplow_utils.base_get_quarantine_sql(src_relation, max_session_length) %} + + {% set quarantine_query %} + + merge into {{ quarantined_sessions }} trg + using ({{ sessions_to_quarantine_sql }}) src + on trg.session_identifier = src.session_identifier + when not matched then insert (session_identifier) values(session_identifier); + + {% endset %} + + {{ return(quarantine_query) }} + +{% endmacro %} + +{% macro postgres__base_quarantine_sessions(max_session_length, quarantined_sessions_str, src_relation) %} + + {% set quarantined_sessions = ref(quarantined_sessions_str) %} + {% set sessions_to_quarantine_tmp = 'sessions_to_quarantine_tmp' %} + + begin; + + create temporary table {{ sessions_to_quarantine_tmp }} as ( + {{ snowplow_utils.base_get_quarantine_sql(src_relation, max_session_length) }} + ); + + delete from {{ quarantined_sessions }} + where session_identifier in (select session_identifier from {{ sessions_to_quarantine_tmp }}); + + insert into {{ quarantined_sessions }} ( + select session_identifier from {{ sessions_to_quarantine_tmp }}); + + drop table {{ sessions_to_quarantine_tmp }}; + + commit; + +{% endmacro %} + +{% macro base_get_quarantine_sql(relation, max_session_length) %} + + {# Find sessions exceeding max_session_days #} + {% set quarantine_sql -%} + + select + session_identifier + + from {{ relation }} + -- '=' since end_tstamp is restricted to start_tstamp + max_session_days + where end_tstamp = {{ snowplow_utils.timestamp_add( + 'day', + max_session_length, + 'start_tstamp' + ) }} + + {%- endset %} + + {{ return(quarantine_sql) }} + +{% endmacro %} diff --git a/macros/incremental_hooks/get_enabled_snowplow_models.sql b/macros/incremental_hooks/get_enabled_snowplow_models.sql index 545e3ce4..48527161 100644 --- a/macros/incremental_hooks/get_enabled_snowplow_models.sql +++ b/macros/incremental_hooks/get_enabled_snowplow_models.sql @@ -1,12 +1,19 @@ -{# Returns an array of enabled models tagged with snowplow_web_incremental using dbts graph object. +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# Returns an array of enabled models tagged with snowplow_web_incremental using dbts graph object. Throws an error if untagged models are found that depend on the base_events_this_run model#} -{% macro get_enabled_snowplow_models(package_name, graph_object=none, models_to_run=var("models_to_run","")) -%} - +{% macro get_enabled_snowplow_models(package_name, graph_object=none, models_to_run=var("models_to_run", ""), base_events_table_name='snowplow_base_events_this_run') -%} + {# Override dbt graph object if graph_object is passed. Testing purposes #} {% if graph_object is not none %} {% set graph = graph_object %} {% endif %} - + {# models_to_run optionally passed using dbt ls command. This returns a string of models to be run. Split into list #} {% if models_to_run|length %} {% set selected_models = models_to_run.split(" ") %} @@ -17,12 +24,12 @@ {% set enabled_models = [] %} {% set untagged_snowplow_models = [] %} {% set snowplow_model_tag = package_name+'_incremental' %} - {% set snowplow_events_this_run_path = 'model.'+package_name+'.'+package_name+'_base_events_this_run' %} + {% set snowplow_events_this_run_path = 'model.' + project_name + '.' + base_events_table_name %} {% if execute %} - + {% set nodes = graph.nodes.values() | selectattr("resource_type", "equalto", "model") %} - + {% for node in nodes %} {# If selected_models is specified, filter for these models #} {% if selected_models is none or node.name in selected_models %} @@ -40,18 +47,22 @@ {% endif %} {% endif %} - + {% endfor %} {% if untagged_snowplow_models|length %} {# - Prints warning for models that reference snowplow_base_events_this_run but are untagged as 'snowplow_web_incremental' + Prints warning for models that reference snowplow_base_events_this_run but are untagged as '{package_name}_incremental' Without this tagging these models will not be inserted into the manifest, breaking the incremental logic. Only catches first degree dependencies rather than all downstream models #} - {%- do exceptions.raise_compiler_error("Snowplow Warning: Untagged models referencing '"+package_name+"_base_events_this_run'. Please refer to the Snowplow docs on tagging. " + {%- do exceptions.raise_compiler_error("Snowplow Warning: Untagged models referencing '"+snowplow_events_this_run_path+"'. Please refer to the Snowplow docs on tagging. " + "Models: "+ ', '.join(untagged_snowplow_models)) -%} - + + {% endif %} + + {% if enabled_models|length == 0 %} + {%- do exceptions.raise_compiler_error("No enabled models identified.") -%} {% endif %} {% endif %} diff --git a/macros/incremental_hooks/get_incremental_manifest_status.sql b/macros/incremental_hooks/get_incremental_manifest_status.sql index 689af80f..d803f8ca 100644 --- a/macros/incremental_hooks/get_incremental_manifest_status.sql +++ b/macros/incremental_hooks/get_incremental_manifest_status.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_incremental_manifest_status(incremental_manifest_table, models_in_run) -%} {# In case of not execute just return empty strings to avoid hitting database #} diff --git a/macros/incremental_hooks/get_incremental_manifest_table_relation.sql b/macros/incremental_hooks/get_incremental_manifest_table_relation.sql index c9bd25f9..7a1b4ed5 100644 --- a/macros/incremental_hooks/get_incremental_manifest_table_relation.sql +++ b/macros/incremental_hooks/get_incremental_manifest_table_relation.sql @@ -1,4 +1,11 @@ -{# Returns the incremental manifest table reference. +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# Returns the incremental manifest table reference. This table contains 1 row/model with the latest tstamp consumed #} {% macro get_incremental_manifest_table_relation(package_name) %} diff --git a/macros/incremental_hooks/get_new_event_limits_table_relation.sql b/macros/incremental_hooks/get_new_event_limits_table_relation.sql index 2eeea6c6..4e91e4ab 100644 --- a/macros/incremental_hooks/get_new_event_limits_table_relation.sql +++ b/macros/incremental_hooks/get_new_event_limits_table_relation.sql @@ -1,4 +1,11 @@ -{# Returns the new events limits table reference. +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# Returns the new events limits table reference. This table contains lower and upper tstamp limits of the current run #} {% macro get_new_event_limits_table_relation(package_name) %} diff --git a/macros/incremental_hooks/get_run_limits.sql b/macros/incremental_hooks/get_run_limits.sql index c4b9876f..f7365acb 100644 --- a/macros/incremental_hooks/get_run_limits.sql +++ b/macros/incremental_hooks/get_run_limits.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Returns the sql to calculate the lower/upper limits of the run #} {% macro get_run_limits(min_last_success, max_last_success, models_matched_from_manifest, has_matched_all_models, start_date) -%} diff --git a/macros/incremental_hooks/get_session_lookback_limit.sql b/macros/incremental_hooks/get_session_lookback_limit.sql index 1e3d58a6..2691a63a 100644 --- a/macros/incremental_hooks/get_session_lookback_limit.sql +++ b/macros/incremental_hooks/get_session_lookback_limit.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_session_lookback_limit(lower_limit) %} - + {% if not execute %} {{ return('')}} {% endif %} @@ -7,14 +14,14 @@ {% set limit_query %} select {{ snowplow_utils.timestamp_add( - 'day', + 'day', -var("snowplow__session_lookback_days", 365), lower_limit) }} as session_lookback_limit {% endset %} {% set results = run_query(limit_query) %} - + {% if execute %} {% set session_lookback_limit = snowplow_utils.cast_to_tstamp(results.columns[0].values()[0]) %} diff --git a/macros/incremental_hooks/get_successful_models.sql b/macros/incremental_hooks/get_successful_models.sql index 6286613c..c75de38c 100644 --- a/macros/incremental_hooks/get_successful_models.sql +++ b/macros/incremental_hooks/get_successful_models.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Returns an array of successfully executed models by name #} {% macro get_successful_models(models=[], run_results=results) -%} diff --git a/macros/incremental_hooks/quarantine_sessions.sql b/macros/incremental_hooks/quarantine_sessions.sql index e365cef7..81be7bb5 100644 --- a/macros/incremental_hooks/quarantine_sessions.sql +++ b/macros/incremental_hooks/quarantine_sessions.sql @@ -1,13 +1,20 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro quarantine_sessions(package_name, max_session_length, src_relation=this) %} - + {{ return(adapter.dispatch('quarantine_sessions', 'snowplow_utils')(package_name, max_session_length, src_relation=this)) }} {% endmacro %} {% macro default__quarantine_sessions(package_name, max_session_length, src_relation=this) %} - + {% set quarantined_sessions = ref(package_name~'_base_quarantined_sessions') %} - + {% set sessions_to_quarantine_sql = snowplow_utils.get_quarantine_sql(src_relation, max_session_length) %} merge into {{ quarantined_sessions }} trg @@ -18,7 +25,7 @@ {% endmacro %} {% macro postgres__quarantine_sessions(package_name, max_session_length, src_relation=this) %} - + {% set quarantined_sessions = ref(package_name~'_base_quarantined_sessions') %} {% set sessions_to_quarantine_tmp = 'sessions_to_quarantine_tmp' %} diff --git a/macros/incremental_hooks/return_base_new_event_limits.sql b/macros/incremental_hooks/return_base_new_event_limits.sql index 992c5042..e2a46470 100644 --- a/macros/incremental_hooks/return_base_new_event_limits.sql +++ b/macros/incremental_hooks/return_base_new_event_limits.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro return_base_new_event_limits(base_events_this_run) -%} {# In case of not execute just return empty strings to avoid hitting database #} diff --git a/macros/incremental_hooks/snowplow_incremental_post_hook.sql b/macros/incremental_hooks/snowplow_incremental_post_hook.sql index bbff1f0d..f9ee9ac3 100644 --- a/macros/incremental_hooks/snowplow_incremental_post_hook.sql +++ b/macros/incremental_hooks/snowplow_incremental_post_hook.sql @@ -1,14 +1,29 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# post-hook for incremental runs #} -{% macro snowplow_incremental_post_hook(package_name) %} - +{% macro snowplow_incremental_post_hook(package_name='snowplow', incremental_manifest_table_name=none, base_events_this_run_table_name=none) %} + {% set enabled_snowplow_models = snowplow_utils.get_enabled_snowplow_models(package_name) -%} {% set successful_snowplow_models = snowplow_utils.get_successful_models(models=enabled_snowplow_models) -%} - {% set incremental_manifest_table = snowplow_utils.get_incremental_manifest_table_relation(package_name) -%} + {%- if incremental_manifest_table_name -%} + {%- set incremental_manifest_table = ref(incremental_manifest_table_name) -%} + {%- else -%} + {% set incremental_manifest_table = snowplow_utils.get_incremental_manifest_table_relation(package_name) -%} + {%- endif -%} + + {%- if base_events_this_run_table_name -%} + {%- set base_events_this_run_table = ref(base_events_this_run_table_name) -%} + {%- else -%} + {% set base_events_this_run_table = ref(package_name~'_base_events_this_run') -%} + {%- endif -%} - {% set base_events_this_run_table = ref(package_name~'_base_events_this_run') -%} - - {{ snowplow_utils.update_incremental_manifest_table(incremental_manifest_table, base_events_this_run_table, successful_snowplow_models) }} + {{ snowplow_utils.update_incremental_manifest_table(incremental_manifest_table, base_events_this_run_table, successful_snowplow_models) }} {% endmacro %} diff --git a/macros/incremental_hooks/update_incremental_manifest_table.sql b/macros/incremental_hooks/update_incremental_manifest_table.sql index 876848f5..ff530604 100644 --- a/macros/incremental_hooks/update_incremental_manifest_table.sql +++ b/macros/incremental_hooks/update_incremental_manifest_table.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Updates the incremental manifest table at the run end with the latest tstamp consumed per model #} {% macro update_incremental_manifest_table(manifest_table, base_events_table, models) -%} @@ -10,11 +17,11 @@ {% if models %} {% set last_success_query %} - select - b.model, - a.last_success + select + b.model, + a.last_success - from + from (select max(collector_tstamp) as last_success from {{ base_events_table }}) a, ({% for model in models %} select '{{model}}' as model {%- if not loop.last %} union all {% endif %} {% endfor %}) b @@ -32,7 +39,7 @@ {% if target.type == 'snowflake' %} commit; {% endif %} - + {% endif %} {%- endmacro %} @@ -72,7 +79,7 @@ end transaction; drop table snowplow_models_last_success; - + {% endif %} {%- endmacro %} diff --git a/macros/materializations/base_incremental/common/get_merge_sql.sql b/macros/materializations/base_incremental/common/get_merge_sql.sql index b1ae4413..eace460e 100644 --- a/macros/materializations/base_incremental/common/get_merge_sql.sql +++ b/macros/materializations/base_incremental/common/get_merge_sql.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro default__get_merge_sql(target_tb, source, unique_key, dest_columns, incremental_predicates = none) -%} {# Set default predicates to pass on #} {%- set predicate_override = "" -%} diff --git a/macros/materializations/snowplow_incremental/bigquery/snowplow_incremental.sql b/macros/materializations/snowplow_incremental/bigquery/snowplow_incremental.sql index 2019d635..a09f0bcc 100644 --- a/macros/materializations/snowplow_incremental/bigquery/snowplow_incremental.sql +++ b/macros/materializations/snowplow_incremental/bigquery/snowplow_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% materialization snowplow_incremental, adapter='bigquery' -%} {%- set full_refresh_mode = (should_full_refresh()) -%} diff --git a/macros/materializations/snowplow_incremental/common/get_snowplow_delete_insert_sql.sql b/macros/materializations/snowplow_incremental/common/get_snowplow_delete_insert_sql.sql index e9347fae..076b83b8 100644 --- a/macros/materializations/snowplow_incremental/common/get_snowplow_delete_insert_sql.sql +++ b/macros/materializations/snowplow_incremental/common/get_snowplow_delete_insert_sql.sql @@ -1,9 +1,16 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_snowplow_delete_insert_sql(target, source, unique_key, dest_cols_csv, predicates) -%} {{ adapter.dispatch('get_snowplow_delete_insert_sql', 'snowplow_utils')(target, source, unique_key, dest_cols_csv, predicates) }} {%- endmacro %} {% macro default__get_snowplow_delete_insert_sql(target, source, unique_key, dest_cols_csv, predicates) -%} - + delete from {{ target }} where ({{ unique_key }}) in ( select ({{ unique_key }}) @@ -21,7 +28,7 @@ {# dbt v0.21 enabled autocommit for Snowflake. Wrap in transaction. #} {% macro snowflake__get_snowplow_delete_insert_sql(target, source, unique_key, dest_cols_csv, predicates) -%} - + begin; {{ snowplow_utils.default__get_snowplow_delete_insert_sql(target, source, unique_key, dest_cols_csv, predicates) }} commit; diff --git a/macros/materializations/snowplow_incremental/common/get_snowplow_merge_sql.sql b/macros/materializations/snowplow_incremental/common/get_snowplow_merge_sql.sql index c88fdeac..1fea632b 100644 --- a/macros/materializations/snowplow_incremental/common/get_snowplow_merge_sql.sql +++ b/macros/materializations/snowplow_incremental/common/get_snowplow_merge_sql.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_snowplow_merge_sql(target, source, unique_key, dest_columns, predicates, include_sql_header) -%} {{ adapter.dispatch('get_snowplow_merge_sql', 'snowplow_utils')(target, source, unique_key, dest_columns, predicates, include_sql_header) }} {%- endmacro %} diff --git a/macros/materializations/snowplow_incremental/common/get_snowplow_upsert_limits_sql.sql b/macros/materializations/snowplow_incremental/common/get_snowplow_upsert_limits_sql.sql index 99a203b6..63b28437 100644 --- a/macros/materializations/snowplow_incremental/common/get_snowplow_upsert_limits_sql.sql +++ b/macros/materializations/snowplow_incremental/common/get_snowplow_upsert_limits_sql.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_snowplow_upsert_limits_sql(tmp_relation, upsert_date_key, disable_upsert_lookback) -%} {{ adapter.dispatch('get_snowplow_upsert_limits_sql', 'snowplow_utils')(tmp_relation, upsert_date_key, disable_upsert_lookback) }} {%- endmacro %} diff --git a/macros/materializations/snowplow_incremental/common/snowplow_delete_insert.sql b/macros/materializations/snowplow_incremental/common/snowplow_delete_insert.sql index a23f82ca..9a4191fe 100644 --- a/macros/materializations/snowplow_incremental/common/snowplow_delete_insert.sql +++ b/macros/materializations/snowplow_incremental/common/snowplow_delete_insert.sql @@ -1,10 +1,17 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro snowplow_delete_insert(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) -%} {{ adapter.dispatch('snowplow_delete_insert', 'snowplow_utils')(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) }} {%- endmacro %} {% macro default__snowplow_delete_insert(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) %} - + {% set predicate -%} {{ upsert_date_key }} between (select lower_limit from vars) and (select upper_limit from vars) {%- endset %} @@ -39,8 +46,8 @@ -- run the delete+insert statement {{ snowplow_utils.get_snowplow_delete_insert_sql(target_relation, source_sql, unique_key, dest_cols_csv, [predicate]) }} - + -- Unset variables unset (dbt_partition_lower_limit, dbt_partition_upper_limit); - + {% endmacro %} diff --git a/macros/materializations/snowplow_incremental/common/snowplow_is_incremental.sql b/macros/materializations/snowplow_incremental/common/snowplow_is_incremental.sql index f52de2da..2559b775 100644 --- a/macros/materializations/snowplow_incremental/common/snowplow_is_incremental.sql +++ b/macros/materializations/snowplow_incremental/common/snowplow_is_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Creating snowplow is_incremental() to include snowplow_incremental materilization #} {% macro snowplow_is_incremental() %} {#-- do not run introspective queries in parsing #} diff --git a/macros/materializations/snowplow_incremental/common/snowplow_merge.sql b/macros/materializations/snowplow_incremental/common/snowplow_merge.sql index 305d5f1c..76c61e94 100644 --- a/macros/materializations/snowplow_incremental/common/snowplow_merge.sql +++ b/macros/materializations/snowplow_incremental/common/snowplow_merge.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro snowplow_merge(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) -%} {{ adapter.dispatch('snowplow_merge', 'snowplow_utils')(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) }} {%- endmacro %} diff --git a/macros/materializations/snowplow_incremental/common/snowplow_validate_get_incremental_strategy.sql b/macros/materializations/snowplow_incremental/common/snowplow_validate_get_incremental_strategy.sql index 72fa65aa..befdb83a 100644 --- a/macros/materializations/snowplow_incremental/common/snowplow_validate_get_incremental_strategy.sql +++ b/macros/materializations/snowplow_incremental/common/snowplow_validate_get_incremental_strategy.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro snowplow_validate_get_incremental_strategy(config) -%} {{ adapter.dispatch('snowplow_validate_get_incremental_strategy', 'snowplow_utils')(config) }} {%- endmacro %} diff --git a/macros/materializations/snowplow_incremental/databricks/snowplow_incremental.sql b/macros/materializations/snowplow_incremental/databricks/snowplow_incremental.sql index 809f1e03..3f0a116a 100644 --- a/macros/materializations/snowplow_incremental/databricks/snowplow_incremental.sql +++ b/macros/materializations/snowplow_incremental/databricks/snowplow_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% materialization snowplow_incremental, adapter='databricks' -%} {%- set full_refresh_mode = (should_full_refresh()) -%} diff --git a/macros/materializations/snowplow_incremental/default/snowplow_incremental.sql b/macros/materializations/snowplow_incremental/default/snowplow_incremental.sql index 16efca54..b288e089 100644 --- a/macros/materializations/snowplow_incremental/default/snowplow_incremental.sql +++ b/macros/materializations/snowplow_incremental/default/snowplow_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% materialization snowplow_incremental, default -%} {% set full_refresh_mode = flags.FULL_REFRESH %} @@ -5,7 +12,7 @@ {# Required keys. Throws error if not present #} {%- set unique_key = config.require('unique_key') -%} {%- set upsert_date_key = config.require('upsert_date_key') -%} - + {% set disable_upsert_lookback = config.get('disable_upsert_lookback') %} {% set target_relation = this %} @@ -49,9 +56,9 @@ {{ build_sql }} {% endcall %} - {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %} - {% do create_indexes(target_relation) %} - {% endif %} + {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %} + {% do create_indexes(target_relation) %} + {% endif %} {{ run_hooks(post_hooks, inside_transaction=True) }} diff --git a/macros/materializations/snowplow_incremental/snowflake/snowplow_incremental.sql b/macros/materializations/snowplow_incremental/snowflake/snowplow_incremental.sql index 0f21b26e..6223c096 100644 --- a/macros/materializations/snowplow_incremental/snowflake/snowplow_incremental.sql +++ b/macros/materializations/snowplow_incremental/snowflake/snowplow_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro snowplow_snowflake_get_incremental_sql(strategy, tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback) %} {% if strategy == 'merge' %} {% do return(snowplow_utils.snowplow_merge(tmp_relation, target_relation, unique_key, upsert_date_key, dest_columns, disable_upsert_lookback)) %} @@ -18,7 +25,7 @@ {# Required keys. Throws error if not present #} {%- set unique_key = config.require('unique_key') -%} {%- set upsert_date_key = config.require('upsert_date_key') -%} - + {% set disable_upsert_lookback = config.get('disable_upsert_lookback') %} {% set target_relation = this %} @@ -48,7 +55,7 @@ {% do adapter.expand_target_column_types( from_relation=tmp_relation, to_relation=target_relation) %} - + {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%} {% set build_sql = snowplow_utils.snowplow_snowflake_get_incremental_sql(strategy, diff --git a/macros/materializations/snowplow_incremental/spark/snowplow_incremental.sql b/macros/materializations/snowplow_incremental/spark/snowplow_incremental.sql index 0711ed50..df9622f8 100644 --- a/macros/materializations/snowplow_incremental/spark/snowplow_incremental.sql +++ b/macros/materializations/snowplow_incremental/spark/snowplow_incremental.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% materialization snowplow_incremental, adapter='spark' -%} {%- set full_refresh_mode = (should_full_refresh()) -%} diff --git a/macros/utils/allow_refresh.sql b/macros/utils/allow_refresh.sql new file mode 100644 index 00000000..b13c51a3 --- /dev/null +++ b/macros/utils/allow_refresh.sql @@ -0,0 +1,24 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{# Default: Allow refresh in dev, block refresh otherwise. dev defined by snowplow__dev_target_name #} + +{% macro allow_refresh() %} + {{ return(adapter.dispatch('allow_refresh', 'snowplow_utils')()) }} +{% endmacro %} + +{% macro default__allow_refresh() %} + + {% set allow_refresh = snowplow_utils.get_value_by_target( + dev_value=none, + default_value=var('snowplow__allow_refresh'), + dev_target_name=var('snowplow__dev_target_name') + ) %} + + {{ return(allow_refresh) }} + +{% endmacro %} diff --git a/macros/utils/app_id_filter.sql b/macros/utils/app_id_filter.sql index 7a060a9a..fdc857c1 100644 --- a/macros/utils/app_id_filter.sql +++ b/macros/utils/app_id_filter.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro app_id_filter(app_ids) %} {%- if app_ids|length -%} diff --git a/macros/utils/bigquery/combine_column_versions/coalesce_field_paths.sql b/macros/utils/bigquery/combine_column_versions/coalesce_field_paths.sql index e5124d39..94bdf218 100644 --- a/macros/utils/bigquery/combine_column_versions/coalesce_field_paths.sql +++ b/macros/utils/bigquery/combine_column_versions/coalesce_field_paths.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro coalesce_field_paths(paths, field_alias, include_field_alias, relation_alias) %} - + {% set relation_alias = '' if relation_alias is none else relation_alias~'.' %} {% set field_alias = '' if not include_field_alias else ' as '~field_alias %} diff --git a/macros/utils/bigquery/combine_column_versions/combine_column_versions.sql b/macros/utils/bigquery/combine_column_versions/combine_column_versions.sql index 6239f6ee..306b76ce 100644 --- a/macros/utils/bigquery/combine_column_versions/combine_column_versions.sql +++ b/macros/utils/bigquery/combine_column_versions/combine_column_versions.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro combine_column_versions(relation, column_prefix, required_fields=[], nested_level=none, level_filter='equalto', relation_alias=none, include_field_alias=true, array_index=0, max_nested_level=15, exclude_versions=[]) %} - + {# Create field_alias if not supplied i.e. is not tuple #} {% set required_fields_tmp = required_fields %} {% set required_fields = [] %} @@ -19,7 +26,7 @@ {%- set matched_columns = snowplow_utils.get_columns_in_relation_by_column_prefix(relation, column_prefix) -%} {# Removes excluded versions, assuming column name ends with a version of format 'X_X_X' #} - {%- set filter_columns_by_version = snowplow_utils.exclude_column_versions(matched_columns, exclude_versions) -%} + {%- set filter_columns_by_version = snowplow_utils.exclude_column_versions(matched_columns, exclude_versions) -%} {%- set flattened_fields_by_col_version = [] -%} diff --git a/macros/utils/bigquery/combine_column_versions/exclude_column_versions.sql b/macros/utils/bigquery/combine_column_versions/exclude_column_versions.sql index 6db0755b..df7b5e12 100644 --- a/macros/utils/bigquery/combine_column_versions/exclude_column_versions.sql +++ b/macros/utils/bigquery/combine_column_versions/exclude_column_versions.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro exclude_column_versions(columns, exclude_versions) %} - {%- set filtered_columns_by_version = [] -%} + {%- set filtered_columns_by_version = [] -%} {% for column in columns %} {%- set col_version = column.name[-5:] -%} {% if col_version not in exclude_versions %} diff --git a/macros/utils/bigquery/combine_column_versions/flatten_fields.sql b/macros/utils/bigquery/combine_column_versions/flatten_fields.sql index 3662a351..e861297c 100644 --- a/macros/utils/bigquery/combine_column_versions/flatten_fields.sql +++ b/macros/utils/bigquery/combine_column_versions/flatten_fields.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro flatten_fields(fields, parent, path, array_index, level_limit=none, level_counter=1, flattened_fields=[], field_name='') %} - + {% for field in fields %} {# Only recurse up-until level_limit #} diff --git a/macros/utils/bigquery/combine_column_versions/get_field_alias.sql b/macros/utils/bigquery/combine_column_versions/get_field_alias.sql index 642d33a9..eb35140e 100644 --- a/macros/utils/bigquery/combine_column_versions/get_field_alias.sql +++ b/macros/utils/bigquery/combine_column_versions/get_field_alias.sql @@ -1,11 +1,18 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# returns tuple: (field_name, field_alias) #} {% macro get_field_alias(field) %} - + {# Check if field is supplied as tuple e.g. (field_name, field_alias) #} {% if field is iterable and field is not string %} {{ return(field) }} {% else %} {{ return((field, field|replace('.', '_'))) }} {% endif %} - + {% endmacro %} diff --git a/macros/utils/bigquery/combine_column_versions/get_level_limit.sql b/macros/utils/bigquery/combine_column_versions/get_level_limit.sql index ed0264a6..1baf7536 100644 --- a/macros/utils/bigquery/combine_column_versions/get_level_limit.sql +++ b/macros/utils/bigquery/combine_column_versions/get_level_limit.sql @@ -1,5 +1,12 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_level_limit(level, level_filter, required_field_names) %} - + {% set accepted_level_filters = ['equalto','lessthan','greaterthan'] %} {% if level_filter is not in accepted_level_filters %} diff --git a/macros/utils/bigquery/combine_column_versions/get_matched_fields.sql b/macros/utils/bigquery/combine_column_versions/get_matched_fields.sql index 7cee4aec..16b05003 100644 --- a/macros/utils/bigquery/combine_column_versions/get_matched_fields.sql +++ b/macros/utils/bigquery/combine_column_versions/get_matched_fields.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_matched_fields(fields, required_field_names, nested_level, level_filter) %} {% if not required_field_names|length %} diff --git a/macros/utils/bigquery/combine_column_versions/merge_fields_across_col_versions.sql b/macros/utils/bigquery/combine_column_versions/merge_fields_across_col_versions.sql index edd4d2ec..02437b95 100644 --- a/macros/utils/bigquery/combine_column_versions/merge_fields_across_col_versions.sql +++ b/macros/utils/bigquery/combine_column_versions/merge_fields_across_col_versions.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro merge_fields_across_col_versions(fields_by_col_version) %} {# Flatten nested list of dicts into single list #} @@ -13,7 +20,7 @@ {# Get all field_paths per field. Returned as array. #} {% set field_paths = all_cols|selectattr('field_name','equalto', field_name)|map(attribute='path')|list %} - + {# Get nested_level of field. Returned as single element array. #} {% set nested_level = all_cols|selectattr('field_name',"equalto", field_name)|map(attribute='nested_level')|list%} diff --git a/macros/utils/bigquery/get_optional_fields.sql b/macros/utils/bigquery/get_optional_fields.sql index 285e8d33..425caa49 100644 --- a/macros/utils/bigquery/get_optional_fields.sql +++ b/macros/utils/bigquery/get_optional_fields.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_optional_fields(enabled, fields, col_prefix, relation, relation_alias, include_field_alias=true) -%} {%- if enabled -%} @@ -18,7 +25,7 @@ {%- set field_alias = snowplow_utils.get_field_alias(field.field)[1] -%} - cast(null as {{ field.dtype }}) as {{ field_alias }} {%- if not loop.last %}, {% endif %} + cast(null as {{ field.dtype }}){%- if include_field_alias %} as {{ field_alias }}{%- endif %} {%- if not loop.last %}, {% endif %} {% endfor %} {%- endif -%} diff --git a/macros/utils/cross_db/cluster_by_fields.sql b/macros/utils/cross_db/cluster_by_fields.sql new file mode 100644 index 00000000..b753a620 --- /dev/null +++ b/macros/utils/cross_db/cluster_by_fields.sql @@ -0,0 +1,18 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + +{% macro cluster_by_fields_sessions_lifecycle() %} + + {{ return(adapter.dispatch('cluster_by_fields_sessions_lifecycle', 'snowplow_utils')()) }} + +{% endmacro %} + +{% macro default__cluster_by_fields_sessions_lifecycle() %} + + {{ return(snowplow_utils.get_value_by_target_type(bigquery_val=["session_identifier"], snowflake_val=["to_date(start_tstamp)"])) }} + +{% endmacro %} diff --git a/macros/utils/cross_db/datatypes.sql b/macros/utils/cross_db/datatypes.sql index 07819b44..ad0ab531 100644 --- a/macros/utils/cross_db/datatypes.sql +++ b/macros/utils/cross_db/datatypes.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# string ------------------------------------------------- #} {%- macro type_max_string() -%} diff --git a/macros/utils/cross_db/get_array_to_string.sql b/macros/utils/cross_db/get_array_to_string.sql index 9d01dd5d..a85376dd 100644 --- a/macros/utils/cross_db/get_array_to_string.sql +++ b/macros/utils/cross_db/get_array_to_string.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Takes care of harmonising cross-db functions that create a string out of an array. #} diff --git a/macros/utils/cross_db/get_field.sql b/macros/utils/cross_db/get_field.sql index de5e0dae..1090181f 100644 --- a/macros/utils/cross_db/get_field.sql +++ b/macros/utils/cross_db/get_field.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_field(column_name, field_name, table_alias = none, type = none, array_index = none) %} {{ return(adapter.dispatch('get_field', 'snowplow_utils')(column_name, field_name, table_alias, type, array_index)) }} {% endmacro %} @@ -12,7 +19,7 @@ {% macro snowflake__get_field(column_name, field_name, table_alias = none, type = none, array_index = none) %} {%- if type is none and execute -%} -{% do exceptions.warn("Warning: macro snowplow_utils.get_field is being use without a type provided, Snowflake will return a variant column in this case which is unlikely to be what you want.") %} +{% do exceptions.warn("Warning: macro snowplow_utils.get_field is being used without a type provided, Snowflake will return a variant column in this case which is unlikely to be what you want.") %} {%- endif -%} {%- if table_alias -%}{{table_alias}}.{%- endif -%}{{column_name}}{%- if array_index is not none -%}[{{array_index}}]{%- endif -%}:{{field_name}}{%- if type -%}::{{type}}{%- endif -%} {% endmacro %} diff --git a/macros/utils/cross_db/get_split_to_array.sql b/macros/utils/cross_db/get_split_to_array.sql index b8b6af93..ee417fb7 100644 --- a/macros/utils/cross_db/get_split_to_array.sql +++ b/macros/utils/cross_db/get_split_to_array.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Takes care of harmonising cross-db functions that create an array out of a string. #} diff --git a/macros/utils/cross_db/get_string_agg.sql b/macros/utils/cross_db/get_string_agg.sql index d637d8e8..14d4f911 100644 --- a/macros/utils/cross_db/get_string_agg.sql +++ b/macros/utils/cross_db/get_string_agg.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Takes care of harmonising cross-db list_agg, string_agg type functions. #} diff --git a/macros/utils/cross_db/timestamp_functions.sql b/macros/utils/cross_db/timestamp_functions.sql index 4de3640c..3d26aedd 100644 --- a/macros/utils/cross_db/timestamp_functions.sql +++ b/macros/utils/cross_db/timestamp_functions.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# datediff/dateadd functions in dbt_utils cast tstamps to datetimes for BQ. diff --git a/macros/utils/cross_db/unnest.sql b/macros/utils/cross_db/unnest.sql index 0110d8af..40c0fb35 100644 --- a/macros/utils/cross_db/unnest.sql +++ b/macros/utils/cross_db/unnest.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Takes care of harmonising cross-db unnesting. #} diff --git a/macros/utils/get_cluster_by.sql b/macros/utils/get_cluster_by.sql index 6695e426..1dbd3289 100644 --- a/macros/utils/get_cluster_by.sql +++ b/macros/utils/get_cluster_by.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_cluster_by(bigquery_cols=none, snowflake_cols=none) %} {%- do exceptions.warn("Warning: the `get_cluster_by` macro is deprecated and will be removed in a future version of the package, please use `get_value_by_target_type` instead.") -%} diff --git a/macros/utils/get_columns_in_relation_by_column_prefix.sql b/macros/utils/get_columns_in_relation_by_column_prefix.sql index 1df3cac0..2e78db95 100644 --- a/macros/utils/get_columns_in_relation_by_column_prefix.sql +++ b/macros/utils/get_columns_in_relation_by_column_prefix.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_columns_in_relation_by_column_prefix(relation, column_prefix) %} {# Prevent introspective queries during parsing #} diff --git a/macros/utils/get_partition_by.sql b/macros/utils/get_partition_by.sql index 2d30c006..ff9ebb0c 100644 --- a/macros/utils/get_partition_by.sql +++ b/macros/utils/get_partition_by.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {%- macro get_partition_by(bigquery_partition_by=none, databricks_partition_by=none) -%} {%- do exceptions.warn("Warning: the `get_partition_by` macro is deprecated and will be removed in a future version of the package, please use `get_value_by_target_type` instead.") -%} diff --git a/macros/utils/get_schemas_by_pattern.sql b/macros/utils/get_schemas_by_pattern.sql index 9566fae2..2a072701 100644 --- a/macros/utils/get_schemas_by_pattern.sql +++ b/macros/utils/get_schemas_by_pattern.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_schemas_by_pattern(schema_pattern) %} {{ return(adapter.dispatch('get_schemas_by_pattern', 'snowplow_utils') (schema_pattern)) }} diff --git a/macros/utils/get_sde_or_context.sql b/macros/utils/get_sde_or_context.sql index d26e494f..4044dceb 100644 --- a/macros/utils/get_sde_or_context.sql +++ b/macros/utils/get_sde_or_context.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_sde_or_context(schema, identifier, lower_limit, upper_limit, prefix = none, single_entity = true) %} {{ return(adapter.dispatch('get_sde_or_context', 'snowplow_utils')(schema, identifier, lower_limit, upper_limit, prefix, single_entity)) }} {% endmacro %} diff --git a/macros/utils/get_value_by_target.sql b/macros/utils/get_value_by_target.sql index 1d6eecf7..488e5913 100644 --- a/macros/utils/get_value_by_target.sql +++ b/macros/utils/get_value_by_target.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro get_value_by_target(dev_value, default_value, dev_target_name='dev') %} {% if target.name == dev_target_name %} diff --git a/macros/utils/get_value_by_target_type.sql b/macros/utils/get_value_by_target_type.sql index 349e39f3..36cb3cab 100644 --- a/macros/utils/get_value_by_target_type.sql +++ b/macros/utils/get_value_by_target_type.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {%- macro get_value_by_target_type(bigquery_val=none, snowflake_val=none, redshift_val=none, postgres_val=none, databricks_val=none) -%} {% if target.type == 'bigquery' %} diff --git a/macros/utils/is_run_with_new_events.sql b/macros/utils/is_run_with_new_events.sql index 0bdd6ef6..aab19ff0 100644 --- a/macros/utils/is_run_with_new_events.sql +++ b/macros/utils/is_run_with_new_events.sql @@ -1,12 +1,32 @@ -{% macro is_run_with_new_events(package_name) %} +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} - {%- set new_event_limits_relation = snowplow_utils.get_new_event_limits_table_relation(package_name) -%} - {%- set incremental_manifest_relation = snowplow_utils.get_incremental_manifest_table_relation(package_name) -%} +{% macro is_run_with_new_events(package_name, new_event_limits_table=none, incremental_manifest_table=none, base_sessions_lifecycle_table=none) %} + + {%- if new_event_limits_table -%} + {%- set new_event_limits_relation = ref(new_event_limits_table) -%} + {%- else -%} + {%- set new_event_limits_relation = snowplow_utils.get_new_event_limits_table_relation(package_name) -%} + {%- endif -%} + + {%- if incremental_manifest_table -%} + {%- set incremental_manifest_relation = ref(incremental_manifest_table) -%} + {%- else-%} + {%- set incremental_manifest_relation = snowplow_utils.get_incremental_manifest_table_relation(package_name) -%} + {%- endif -%} {% if is_incremental() %} {%- set node_identifier = this.identifier -%} - {%- set base_sessions_lifecycle_identifier = package_name+'_base_sessions_lifecycle_manifest' -%} + {%- if base_sessions_lifecycle_relation -%} + {%- set base_sessions_lifecycle_identifier = ref(base_sessions_lifecycle_relation) -%} + {%- else -%} + {%- set base_sessions_lifecycle_identifier = package_name+'_base_sessions_lifecycle_manifest' -%} + {%- endif -%} {# base_sessions_lifecycle not included in manifest so query directly. Otherwise use the manifest for performance #} {%- if node_identifier == base_sessions_lifecycle_identifier -%} diff --git a/macros/utils/log_message.sql b/macros/utils/log_message.sql index c105bc21..339ca5b0 100644 --- a/macros/utils/log_message.sql +++ b/macros/utils/log_message.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro log_message(message, is_printed=var('snowplow__has_log_enabled', true)) %} {{ log(dbt_utils.pretty_log_format(message), info=is_printed) }} {% endmacro %} diff --git a/macros/utils/n_timedeltas_ago.sql b/macros/utils/n_timedeltas_ago.sql index 462a13e3..d98f2df4 100644 --- a/macros/utils/n_timedeltas_ago.sql +++ b/macros/utils/n_timedeltas_ago.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro n_timedeltas_ago(n, timedelta_attribute) %} {% set arg_dict = {timedelta_attribute: n} %} @@ -5,5 +12,5 @@ {% set n_timedeltas_ago = (now - modules.datetime.timedelta(**arg_dict)) %} {{ return(n_timedeltas_ago) }} - + {% endmacro %} diff --git a/macros/utils/post_ci_cleanup.sql b/macros/utils/post_ci_cleanup.sql index f501645a..9ad5aeb8 100644 --- a/macros/utils/post_ci_cleanup.sql +++ b/macros/utils/post_ci_cleanup.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Destructive macro. Use with care! #} {% macro post_ci_cleanup(schema_pattern=target.schema) %} diff --git a/macros/utils/print_list.sql b/macros/utils/print_list.sql index cfbff75f..396f73a1 100644 --- a/macros/utils/print_list.sql +++ b/macros/utils/print_list.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro print_list(list, separator = ',') %} {%- for item in list %} '{{item}}' {%- if not loop.last %}{{separator}}{% endif %} {% endfor -%} diff --git a/macros/utils/return_limits_from_model.sql b/macros/utils/return_limits_from_model.sql index 244fea87..cb2c7e95 100644 --- a/macros/utils/return_limits_from_model.sql +++ b/macros/utils/return_limits_from_model.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro return_limits_from_model(model, lower_limit_col, upper_limit_col) -%} {# In case of not execute just return empty strings to avoid hitting database #} diff --git a/macros/utils/set_query_tag.sql b/macros/utils/set_query_tag.sql index 72a07d8c..2a0a12b4 100644 --- a/macros/utils/set_query_tag.sql +++ b/macros/utils/set_query_tag.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {%- macro set_query_tag(statement) -%} {{ return(adapter.dispatch('set_query_tag', 'snowplow_utils')(statement)) }} {%- endmacro -%} diff --git a/macros/utils/snowplow_delete_from_manifest.sql b/macros/utils/snowplow_delete_from_manifest.sql index 9009d7e5..63e4e671 100644 --- a/macros/utils/snowplow_delete_from_manifest.sql +++ b/macros/utils/snowplow_delete_from_manifest.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Deletes specified models from the incremental_manifest table #} {% macro snowplow_delete_from_manifest(models, incremental_manifest_table) %} @@ -73,3 +80,9 @@ {{ snowplow_utils.snowplow_delete_from_manifest(models, ref('snowplow_mobile_incremental_manifest')) }} {% endmacro %} + +{% macro snowplow_base_delete_from_manifest(models, incremental_manifest='snowplow_incremental_manifest') %} + + {{ snowplow_utils.snowplow_delete_from_manifest(models, ref(incremental_manifest)) }} + +{% endmacro %} diff --git a/macros/utils/throw_compiler_error.sql b/macros/utils/throw_compiler_error.sql index 58971a29..877cb7cf 100644 --- a/macros/utils/throw_compiler_error.sql +++ b/macros/utils/throw_compiler_error.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {# Allows for testing of compiler errors #} {# By disabling errors, only error message is returned without throwing compiler errors #} {# WARNING snowplow__disable_errors should not be set to true in normal use #} diff --git a/macros/utils/tstamp_to_str.sql b/macros/utils/tstamp_to_str.sql index 7e314b77..0723f76f 100644 --- a/macros/utils/tstamp_to_str.sql +++ b/macros/utils/tstamp_to_str.sql @@ -1,3 +1,10 @@ +{# +Copyright (c) 2021-present Snowplow Analytics Ltd. All rights reserved. +This program is licensed to you under the Snowplow Community License Version 1.0, +and you may not use this file except in compliance with the Snowplow Community License Version 1.0. +You may obtain a copy of the Snowplow Community License Version 1.0 at https://docs.snowplow.io/community-license-1.0 +#} + {% macro tstamp_to_str(tstamp) -%} '{{ tstamp.strftime("%Y-%m-%d %H:%M:%S") }}' {%- endmacro %} From 2b0fdc4a25084dccda04f9848c943f99b09afcbe Mon Sep 17 00:00:00 2001 From: Emiel Date: Thu, 31 Aug 2023 12:10:15 +0100 Subject: [PATCH 2/2] Prepare for release --- CHANGELOG | 38 ++++- README.md | 249 ++++++++++++++++++++++++------ dbt_project.yml | 2 +- integration_tests/dbt_project.yml | 2 +- 4 files changed, 231 insertions(+), 60 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 0571da0b..8085dd98 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,25 @@ +snowplow-utils 0.15.0-rc1 (2023-08-31) +--------------------------------------- +## Summary +**This is a pre-release version of the package, we believe it to be in working condition but you may encounter bugs and some features may change before the final release.** + +This release introduces new "base" macros which are used to recreate the `snowplow_base_events_this_run` and related tables. It gives you the option to customise your session and user identifiers, your partitioning timestamps, and much more. We have temporary docs hosted [here](https://deploy-preview-445--snowplow-docs.netlify.app/docs/modeling-your-data/modeling-your-data-with-dbt/) that you can use to explore docs related to these changes. Once this is fully released, these docs will migrate over to the offical [docs site](https://docs.snowplow.io/) + +For information about how to do this, see our [Advanced Usage of the Utils package](https://deploy-preview-445--snowplow-docs.netlify.app/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-advanced-usage/dbt-utils-advanced-operation/) page and the [utils configuration](https://deploy-preview-445--snowplow-docs.netlify.app/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-configuration/utils/) variables. + +Finally, before we dig into the details, starting with this version all future releases of our dbt packages will be released under the [Snowplow Community License](https://docs.snowplow.io/community-license-1.0/) instead of the Apache 2 license. For what this means for you, check out our [FAQ](https://docs.snowplow.io/docs/contributing/community-license-faq/), and our [announcement blog](https://snowplow.io/blog/license-changes-for-snowplow-open-source/). + +## Features +- Create the "base" macros to enable greater flexibility +- Update the package to be under the Snowplow Community License +- Released a fix where `get_optional_fields` returned field aliases even when `include_field_alias` was set to false ([#132](https://github.com/snowplow/dbt-snowplow-utils/issues/132)) + +## Under the hood +- Introduce integration tests to check customization + +## Upgrading +To upgrade, bump the package version in your `packages.yml` file. + snowplow-utils 0.14.3 (2023-07-04) --------------------------------------- ## Summary @@ -33,7 +55,7 @@ This version makes changes to the new `get_sde_or_context` macro to support retu - Column names output by the `get_sde_or_context` macro have been changed from `_id/tstamp` to `__id/tstamp`. There is no need for you to make any changes unless you have used this macro in a custom model. ## Features -- Add support for contexts with multiple values per event to the `get_sde_or_context` macro +- Add support for contexts with multiple values per event to the `get_sde_or_context` macro ## Upgrading To upgrade bump the package version in your `packages.yml` file. @@ -42,11 +64,11 @@ To upgrade bump the package version in your `packages.yml` file. snowplow-utils 0.14.0 (2023-03-28) --------------------------------------- ## Summary -This version makes some big changes by deprecating our `snowplow_incremental` materialization and a few of our other macros, with the goal of providing a simpler usage experience and easier maintenance of the package going forward. We've also added a brand new macro, `get_sde_or_context` to aid working with Self Describing Events or Contexts for our Redshift/Postgres users. +This version makes some big changes by deprecating our `snowplow_incremental` materialization and a few of our other macros, with the goal of providing a simpler usage experience and easier maintenance of the package going forward. We've also added a brand new macro, `get_sde_or_context` to aid working with Self Describing Events or Contexts for our Redshift/Postgres users. ## 🚨 Breaking Changes 🚨 ### Deprecated `snowplow_incremental` materialization -We have deprecated the `snowplow_incremental` materialization and will be removing it entirely in a future version. In place we are providing an optimization on top of the built-in `incremental` materialization. To use this optimization for `incremental` materialized models, each model config must have `snowplow_optimize=true` and the following must be added to the top level of your `dbt_project.yml` file: +We have deprecated the `snowplow_incremental` materialization and will be removing it entirely in a future version. In place we are providing an optimization on top of the built-in `incremental` materialization. To use this optimization for `incremental` materialized models, each model config must have `snowplow_optimize=true` and the following must be added to the top level of your `dbt_project.yml` file: ```yaml # dbt_project.yml ... @@ -88,7 +110,7 @@ snowplow-utils 0.14.0-rc2 (2023-03-10) This version fixes a few issues from the first release candidate, including failing when you had no data in a scratch table, and deprecates some macros. -As a reminder Users will need to add the following to their `dbt_project.yml` to benefit from the enhancements: +As a reminder Users will need to add the following to their `dbt_project.yml` to benefit from the enhancements: ```yaml # dbt_project.yml ... @@ -97,7 +119,7 @@ dispatch: search_order: ['snowplow_utils', 'dbt'] ``` -For custom models and more details, please refer to our temporary docs page: https://docs.snowplow.io/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-advanced-usage/dbt-incremental-logic-pre-release/ +For custom models and more details, please refer to our temporary docs page: https://docs.snowplow.io/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-advanced-usage/dbt-incremental-logic-pre-release/ ## Features Deprecate `get_cluster_by` and `get_partition_by` macro in favor of `get_value_by_target_type` @@ -114,9 +136,9 @@ snowplow-utils 0.14.0-rc1 (2023-03-06) ## Summary **This is a pre-release version of the package, we believe it to be in working condition but you may encounter bugs and some features may change before the final release.** -This version of the package begins the migration away from our `snowplow_incremental` materialization and instead provides an overwrite to the standard `incremental` materialization to provide the same performance improvements but in a simpler way. We expect users should see little to no performance change from the previous version, please let us know if you see performance degradation for large volumes of data. +This version of the package begins the migration away from our `snowplow_incremental` materialization and instead provides an overwrite to the standard `incremental` materialization to provide the same performance improvements but in a simpler way. We expect users should see little to no performance change from the previous version, please let us know if you see performance degradation for large volumes of data. -Users will need to add the following to their `dbt_project.yml` to benefit from the enhancements: +Users will need to add the following to their `dbt_project.yml` to benefit from the enhancements: ```yaml # dbt_project.yml ... @@ -125,7 +147,7 @@ dispatch: search_order: ['snowplow_utils', 'dbt'] ``` -For custom models and more details, please see more details on our temporary docs page: https://docs.snowplow.io/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-advanced-usage/dbt-incremental-logic-pre-release/ +For custom models and more details, please see more details on our temporary docs page: https://docs.snowplow.io/docs/modeling-your-data/modeling-your-data-with-dbt/dbt-advanced-usage/dbt-incremental-logic-pre-release/ ## Features Deprecated old materialization diff --git a/README.md b/README.md index 0ee66f01..e4d80f3b 100644 --- a/README.md +++ b/README.md @@ -17,35 +17,41 @@ Includes: **[Macros](#macros)** -1. [snowplow-utils](#snowplow-utils) - 1. [Contents](#contents) - 2. [Macros](#macros) - 1. [get\_columns\_in\_relation\_by\_column\_prefix (source)](#get_columns_in_relation_by_column_prefix-source) - 2. [combine\_column\_versions (source)](#combine_column_versions-source) - 3. [is\_run\_with\_new\_events (source)](#is_run_with_new_events-source) - 4. [snowplow\_web\_delete\_from\_manifest (source)](#snowplow_web_delete_from_manifest-source) - 5. [snowplow\_mobile\_delete\_from\_manifest (source)](#snowplow_mobile_delete_from_manifest-source) - 6. [get\_value\_by\_target (source)](#get_value_by_target-source) - 7. [n\_timedeltas\_ago (source)](#n_timedeltas_ago-source) - 8. [set\_query\_tag (source)](#set_query_tag-source) - 9. [get\_array\_to\_string (source)](#get_array_to_string-source) - 10. [get\_split\_to\_array (source)](#get_split_to_array-source) - 11. [get\_string\_agg (source)](#get_string_agg-source) - 12. [get\_sde\_or\_context (source)](#get_sde_or_context-source) - 13. [get\_field (source)](#get_field-source) - 14. [timestamp\_diff (source)](#timestamp_diff-source) - 15. [timestamp\_add (source)](#timestamp_add-source) - 16. [cast\_to\_tstamp (source)](#cast_to_tstamp-source) - 17. [to\_unixtstamp (source)](#to_unixtstamp-source) - 18. [current\_timestamp\_in\_utc (source)](#current_timestamp_in_utc-source) - 19. [unnest (source)](#unnest-source) - 3. [Materializations](#materializations) - 1. [Optimized incremental](#optimized-incremental) - 2. [BigQuery](#bigquery) - 3. [Snowflake](#snowflake) - 4. [Notes](#notes) -2. [Join the Snowplow community](#join-the-snowplow-community) -3. [Copyright and license](#copyright-and-license) +- [snowplow-utils](#snowplow-utils) + - [Contents](#contents) + - [Macros](#macros) + - [get\_columns\_in\_relation\_by\_column\_prefix (source)](#get_columns_in_relation_by_column_prefix-source) + - [combine\_column\_versions (source)](#combine_column_versions-source) + - [is\_run\_with\_new\_events (source)](#is_run_with_new_events-source) + - [snowplow\_web\_delete\_from\_manifest (source)](#snowplow_web_delete_from_manifest-source) + - [snowplow\_mobile\_delete\_from\_manifest (source)](#snowplow_mobile_delete_from_manifest-source) + - [get\_value\_by\_target (source)](#get_value_by_target-source) + - [n\_timedeltas\_ago (source)](#n_timedeltas_ago-source) + - [set\_query\_tag (source)](#set_query_tag-source) + - [get\_array\_to\_string (source)](#get_array_to_string-source) + - [get\_split\_to\_array (source)](#get_split_to_array-source) + - [get\_string\_agg (source)](#get_string_agg-source) + - [get\_sde\_or\_context (source)](#get_sde_or_context-source) + - [get\_field (source)](#get_field-source) + - [timestamp\_diff (source)](#timestamp_diff-source) + - [timestamp\_add (source)](#timestamp_add-source) + - [cast\_to\_tstamp (source)](#cast_to_tstamp-source) + - [to\_unixtstamp (source)](#to_unixtstamp-source) + - [current\_timestamp\_in\_utc (source)](#current_timestamp_in_utc-source) + - [unnest (source)](#unnest-source) + - [Materializations](#materializations) + - [Optimized incremental](#optimized-incremental) + - [BigQuery](#bigquery) + - [Snowflake](#snowflake) + - [Notes](#notes) + - [Base Macro](#base-macro) + - [Create Snowplow Quarantined Sessions (source)](#create-snowplow-quarantined-sessions-source) + - [Create Snowplow Incremental Manifest (source)](#create-snowplow-incremental-manifest-source) + - [Create Snowplow Sessions Lifecycle Manifest (source)](#create-snowplow-sessions-lifecycle-manifest-source) + - [Create Snowplow Sessions This Run (source)](#create-snowplow-sessions-this-run-source) + - [Create Snowplow Events This Run (source)](#create-snowplow-events-this-run-source) +- [Join the Snowplow community](#join-the-snowplow-community) +- [Copyright and license](#copyright-and-license) ## Macros @@ -406,8 +412,8 @@ with {{ snowplow_utils.get_sde_or_context('atomic', 'nl_basjes_yauaa_context_1', select ... from my_events_table a -left join nl_basjes_yauaa_context_1 b on - a.event_id = b.yauaa_context__id +left join nl_basjes_yauaa_context_1 b on + a.event_id = b.yauaa_context__id and a.collector_tstamp = b.yauaa_context__tstamp ``` With the possibility of multiple entities per context, your events table must already be de-duped but still have a field with the number of duplicates: @@ -418,8 +424,8 @@ select ..., count(*) over (partition by a.event_id) as duplicate_count from my_events_table a -left join nl_basjes_yauaa_context_1 b on - a.event_id = b.yauaa_context__id +left join nl_basjes_yauaa_context_1 b on + a.event_id = b.yauaa_context__id and a.collector_tstamp = b.yauaa_context__tstamp and mod(b.yauaa_context__index, a.duplicate_count) = 0 ``` @@ -474,12 +480,12 @@ Extracting a single field ```sql select -{{ snowplow_utils.get_field(column_name = 'contexts_nl_basjes_yauaa_context_1', - field_name = 'agent_class', +{{ snowplow_utils.get_field(column_name = 'contexts_nl_basjes_yauaa_context_1', + field_name = 'agent_class', table_alias = 'a', type = 'string', array_index = 0)}} as yauaa_agent_class -from +from my_events_table a ``` @@ -489,14 +495,14 @@ Extracting multiple fields select {% for field in [('field1', 'string'), ('field2', 'numeric'), ...] %} - {{ snowplow_utils.get_field(column_name = 'contexts_nl_basjes_yauaa_context_1', - field_name = field[0], + {{ snowplow_utils.get_field(column_name = 'contexts_nl_basjes_yauaa_context_1', + field_name = field[0], table_alias = 'a', type = field[1], array_index = 0)}} as {{ field[0] }} {% endfor %} -from +from my_events_table a `````` @@ -629,7 +635,7 @@ This optimization adds an additional `predicate`, based on the logic above, to t Because we only overwrite the `get_merge_sql`/`get_delete_insert_merge_sql` this means all options and features of the standard incremental materialization are available, including `on_schema_change` and `incremental_predicates`. -Each config must contain, in addition to `snowplow_optimize`, an `upsert_date_key` and a `unique_key`. We support Snowflake, BigQuery, Redshift, Postgres, Spark, and Databricks, however some warehouses have some additional config options that we recommend using to get the most out of the optimization. +Each config must contain, in addition to `snowplow_optimize`, an `upsert_date_key` and a `unique_key`. We support Snowflake, BigQuery, Redshift, Postgres, Spark, and Databricks, however some warehouses have some additional config options that we recommend using to get the most out of the optimization. ### BigQuery @@ -673,6 +679,155 @@ During testing we found that providing the `upsert_date_key` as a cluster key re - `snowplow__upsert_lookback_days` defaults to 30 days. If you set `snowplow__upsert_lookback_days` to too short a period, duplicates can occur in your incremental table. +## Base Macro + +### Create Snowplow Quarantined Sessions ([source](macros/base/base_create_snowplow_quarantined_sessions.sql)) + +This macro generates a table which contains a column named `session_identifier`, containing all session identifiers of sessions that have been quarantined due to exceeding the maximum session length, to avoid long table scans. + + +**Usage:** + +```sql +{% set quarantined_query = snowplow_utils.base_create_snowplow_quarantined_sessions() %} + +{{ quarantined_query }} +``` + +**Returns:** + +- A SQL query to generate the quarantined sessions table + +### Create Snowplow Incremental Manifest ([source](macros/base/base_create_snowplow_incremental_manifest.sql)) + +This macro generates the incremental manifest table that Snowplow leverages, and does not require any arguments. + + +**Usage:** + +```sql +{% set incremental_manifest_query = snowplow_utils.base_create_snowplow_incremental_manifest() %} + +{{ incremental_manifest_query }} +``` + +**Returns:** + +- A SQL query to generate the incremental manifest table + +### Create Snowplow Sessions Lifecycle Manifest ([source](macros/base/base_create_snowplow_sessions_lifecycle_manifest.sql)) + +This macro generates the sessions lifecycle manifest table that Snowplow leverages. + +**Arguments:** + +- `session_identifiers`: An array of key:value maps of session identifiers that have at least the following properties: `schema`, `field`. +- `session_sql`: A SQL statement that will be used to create the `session_identifier`. +- `session_timestamp`: The timestamp to be used to set the start and end of the session. +- `user_identifiers`: An array of key:value maps of user identifiers that have at least the following properties: `schema`, `field`. +- `user_sql`: A SQL statement that will be used to create the `user_identifier`. +- `quarantined_sessions`: The name of the table containing all quarantined sessions. +- `derived_tstamp_partitioned`: Whether or not to partition on derived timestamps (BQ only). +- `days_late_allowed`: The maximum allowed number of days between the event creation and it being sent to the collector. +- `max_session_days`: The maximum allowed session length in days. +- `app_ids`: A list of app_ids to filter the events table on for processing within the package. +- `snowplow_events_database`: The name of your database where your events land. +- `snowplow_events_schema`: The schema (dataset for BigQuery) that contains your atomic events table. +- `snowplow_events_table`: The name of your events table where your events land. +- `event_limits_table`: The name of the table where your Snowplow event limits are stored. +- `incremental_manifest_table`: The name of the incremental manifest table. +- `package_name`: The name of the package you are running this macro under. + +**Usage:** + +```sql +{% set sessions_lifecycle_manifest_query = snowplow_utils.base_create_snowplow_sessions_lifecycle_manifest( + var('snowplow__session_identifiers', '[{"schema": "atomic", "field": "domain_sessionid"}]'), + var('snowplow__session_timestamp', 'collector_tstamp'), + var('snowplow__user_identifiers', '[{"schema": "atomic", "field": "domain_userid"}]'), + var('snowplow__quarantined_sessions', 'snowplow_base_quarantined_sessions'), + var('snowplow__derived_tstamp_partitioned', true), + var('snowplow__days_late_allowed', 3), + var('snowplow__max_session_days', 3), + var('snowplow__app_ids', []), + var('snowplow__events_schema', 'atomic'), + var('snowplow__events_table', 'events'), + var('snowplow__event_limits', 'snowplow_base_new_event_limits'), + var('snowplow__incremental_manifest', 'snowplow_incremental_manifest'), + var('snowplow__package_name, 'snowplow') + ) %} + +{{ sessions_lifecycle_manifest_query }} +``` + +**Returns:** + +- A SQL query to generate the sessions lifecycle manifest table + +### Create Snowplow Sessions This Run ([source](macros/base/base_create_snowplow_sessions_this_run.sql)) + +This macro generates the sessions this run table that Snowplow leverages. + +**Arguments:** + +- `lifecycle_manifest_table`: The name of the sessions lifecycle manifest table. +- `new_event_limits_table`: The name of the table where your Snowplow event limits are stored. + +**Usage:** + +```sql +{% set sessions_query = snowplow_utils.base_create_snowplow_sessions_this_run( + lifecycle_manifest_table='snowplow_base_sessions_lifecycle_manifest', + new_event_limits_table='snowplow_base_new_event_limits') %} + +{{ sessions_query }} +``` + +**Returns:** + +- A SQL query to generate the sessions this run table + +### Create Snowplow Events This Run ([source](macros/base/base_create_snowplow_events_this_run.sql)) + +This macro generates the events this run table that Snowplow leverages. + +**Arguments:** + +- `sessions_this_run_table`: The name of your sessions this run table. +- `session_identifiers`: An array of key:value maps of session identifiers that have at least the following properties: `schema`, `field`. +- `session_sql`: A SQL statement that will be used to create the `session_identifier`. +- `session_timestamp`: The timestamp to be used to set the start and end of the session. +- `derived_tstamp_partitioned`: Whether or not to partition on derived timestamps (BQ only). +- `days_late_allowed`: The maximum allowed number of days between the event creation and it being sent to the collector. +- `max_session_days`: The maximum allowed session length in days. +- `app_ids`: A list of app_ids to filter the events table on for processing within the package. +- `snowplow_events_database`: The name of your database where your events land. +- `snowplow_events_schema`: The schema (dataset for BigQuery) that contains your atomic events table. +- `snowplow_events_table`: The name of your events table where your events land. +- `entities_or_sdes`: In Redshift & Postgres, due to the shredded table design (meaning each context is loaded separately into a table), you need to specify which contexts you want to be included in the snowplow_base_events_this_run table, which you can do using this variable. This needs to be an array of key:value maps with the following properties: `name`, `prefix`, `alias`, `single_entity` +- `custom_sql`: Any custom SQL you want to include within your `events_this_run` table + +**Usage:** + +```sql +{% set base_events_query = snowplow_utils.base_create_snowplow_events_this_run( + var('snowplow__base_sessions', 'snowplow_base_sessions_this_run'), + var('snowplow__session_identifiers', '[{"schema": "atomic", "field": "domain_sessionid"}]'), + var('snowplow__session_timestamp', 'collector_tstamp'), + var('snowplow__derived_tstamp_partitioned', true), + var('snowplow__days_late_allowed', 3), + var('snowplow__max_session_days', 3), + var('snowplow__app_ids', []), + var('snowplow__events_schema', 'atomic'), + var('snowplow__events_table', 'events')) %} + +{{ base_events_query }} +``` + +**Returns:** + +- A SQL query to generate the events this run table + # Join the Snowplow community We welcome all ideas, questions and contributions! @@ -683,19 +838,13 @@ If you find a bug, please report an issue on GitHub. # Copyright and license -The snowplow-utils package is Copyright 2021-2022 Snowplow Analytics Ltd. +The snowplow-utils package is Copyright 2021-present Snowplow Analytics Ltd. -Licensed under the [Apache License, Version 2.0][license] (the "License"); +Licensed under the [Snowplow Community License][license] (the "License"); you may not use this software except in compliance with the License. -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. - -[license]: http://www.apache.org/licenses/LICENSE-2.0 -[license-image]: http://img.shields.io/badge/license-Apache--2-blue.svg?style=flat +[license]: https://docs.snowplow.io/community-license-1.0/ +[license-image]: http://img.shields.io/badge/license-Snowplow--Community--1-blue.svg?style=flat [tracker-classificiation]: https://docs.snowplowanalytics.com/docs/collecting-data/collecting-from-own-applications/tracker-maintenance-classification/ [early-release]: https://img.shields.io/static/v1?style=flat&label=Snowplow&message=Early%20Release&color=014477&labelColor=9ba0aa&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAMAAAAoLQ9TAAAAeFBMVEVMaXGXANeYANeXANZbAJmXANeUANSQAM+XANeMAMpaAJhZAJeZANiXANaXANaOAM2WANVnAKWXANZ9ALtmAKVaAJmXANZaAJlXAJZdAJxaAJlZAJdbAJlbAJmQAM+UANKZANhhAJ+EAL+BAL9oAKZnAKVjAKF1ALNBd8J1AAAAKHRSTlMAa1hWXyteBTQJIEwRgUh2JjJon21wcBgNfmc+JlOBQjwezWF2l5dXzkW3/wAAAHpJREFUeNokhQOCA1EAxTL85hi7dXv/E5YPCYBq5DeN4pcqV1XbtW/xTVMIMAZE0cBHEaZhBmIQwCFofeprPUHqjmD/+7peztd62dWQRkvrQayXkn01f/gWp2CrxfjY7rcZ5V7DEMDQgmEozFpZqLUYDsNwOqbnMLwPAJEwCopZxKttAAAAAElFTkSuQmCC diff --git a/dbt_project.yml b/dbt_project.yml index f398e5ec..a5e15cb8 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -1,5 +1,5 @@ name: 'snowplow_utils' -version: '0.14.3' +version: '0.15.0-rc1' config-version: 2 require-dbt-version: [">=1.4.0", "<2.0.0"] diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index c31e7530..9d0123e7 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -1,5 +1,5 @@ name: 'snowplow_utils_integration_tests' -version: '0.14.3' +version: '0.15.0-rc1' config-version: 2 profile: 'integration_tests'