From 935f78fd7d565ca2ffdeb40e6f5597d3d0dfdac0 Mon Sep 17 00:00:00 2001 From: Agnes Kiss Date: Mon, 14 Oct 2024 12:35:00 +0100 Subject: [PATCH 1/5] Rework filter bots macro --- .../bigquery/snowplow_unified_events_stg.sql | 2 +- macros/filter_bots.sql | 14 ++++++++++++++ .../snowplow_unified_web_vital_events_this_run.sql | 8 -------- .../snowplow_unified_web_vital_events_this_run.sql | 8 -------- .../snowplow_unified_web_vital_events_this_run.sql | 4 ---- 5 files changed, 15 insertions(+), 21 deletions(-) diff --git a/integration_tests/models/source/bigquery/snowplow_unified_events_stg.sql b/integration_tests/models/source/bigquery/snowplow_unified_events_stg.sql index 8e9aafa8..5ecdcf34 100644 --- a/integration_tests/models/source/bigquery/snowplow_unified_events_stg.sql +++ b/integration_tests/models/source/bigquery/snowplow_unified_events_stg.sql @@ -494,7 +494,7 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 select as struct JSON_EXTRACT_scalar(json_array,'$.category') as category, JSON_EXTRACT_scalar(json_array,'$.primary_impact') as primary_impact, JSON_EXTRACT_scalar(json_array,'$.reason') as reason, - JSON_EXTRACT_scalar(json_array,'$.spider_or_robot') as spider_or_robot + cast(JSON_EXTRACT_scalar(json_array,'$.spider_or_robot') 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 diff --git a/macros/filter_bots.sql b/macros/filter_bots.sql index 05343867..fc3e6557 100644 --- a/macros/filter_bots.sql +++ b/macros/filter_bots.sql @@ -10,17 +10,31 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 {%- endmacro -%} {% macro default__filter_bots(table_alias = none) %} + {% if var('snowplow__enable_iab', false) %} + {# additional logic in case the result is null due to server anonymization #} + and coalesce(iab__spider_or_robot, False ) = False + {% endif %} and {% if table_alias %}{{table_alias~'.'}}{% endif %}useragent not similar to '%(bot|crawl|slurp|spider|archiv|spinn|sniff|seo|audit|survey|pingdom|worm|capture|(browser|screen)shots|analyz|index|thumb|check|facebook|PingdomBot|PhantomJS|YandexBot|Twitterbot|a_archiver|facebookexternalhit|Bingbot|BingPreview|Googlebot|Baiduspider|360(Spider|User-agent)|semalt)%' {% endmacro %} {% macro bigquery__filter_bots(table_alias = none) %} + {% if var('snowplow__enable_iab', false) %} + and coalesce(iab__spider_or_robot, False ) = False + {% endif %} and not regexp_contains({% if table_alias %}{{table_alias~'.'}}{% endif %}useragent, '(bot|crawl|slurp|spider|archiv|spinn|sniff|seo|audit|survey|pingdom|worm|capture|(browser|screen)shots|analyz|index|thumb|check|facebook|PingdomBot|PhantomJS|YandexBot|Twitterbot|a_archiver|facebookexternalhit|Bingbot|BingPreview|Googlebot|Baiduspider|360(Spider|User-agent)|semalt)') {% endmacro %} {% macro spark__filter_bots(table_alias = none) %} + {% if var('snowplow__enable_iab', false) %} + {# had to add different syntax as the coalesce based one resulted in a Spark error #} + and (not iab__spider_or_robot = True or iab__spider_or_robot is null) + {% endif %} and not rlike({% if table_alias %}{{table_alias~'.'}}{% endif %}useragent, '.*(bot|crawl|slurp|spider|archiv|spinn|sniff|seo|audit|survey|pingdom|worm|capture|(browser|screen)shots|analyz|index|thumb|check|facebook|PingdomBot|PhantomJS|YandexBot|Twitterbot|a_archiver|facebookexternalhit|Bingbot|BingPreview|Googlebot|Baiduspider|360(Spider|User-agent)|semalt).*') {% endmacro %} {% macro snowflake__filter_bots(table_alias = none) %} + {% if var('snowplow__enable_iab', false) %} + and coalesce(iab__spider_or_robot, False ) = False + {% endif %} and not rlike({% if table_alias %}{{table_alias~'.'}}{% endif %}useragent, '.*(bot|crawl|slurp|spider|archiv|spinn|sniff|seo|audit|survey|pingdom|worm|capture|(browser|screen)shots|analyz|index|thumb|check|facebook|PingdomBot|PhantomJS|YandexBot|Twitterbot|a_archiver|facebookexternalhit|Bingbot|BingPreview|Googlebot|Baiduspider|360(Spider|User-agent)|semalt).*') {% endmacro %} diff --git a/models/optional_modules/core_web_vitals/scratch/bigquery/snowplow_unified_web_vital_events_this_run.sql b/models/optional_modules/core_web_vitals/scratch/bigquery/snowplow_unified_web_vital_events_this_run.sql index 35d998f9..cfcc9b70 100644 --- a/models/optional_modules/core_web_vitals/scratch/bigquery/snowplow_unified_web_vital_events_this_run.sql +++ b/models/optional_modules/core_web_vitals/scratch/bigquery/snowplow_unified_web_vital_events_this_run.sql @@ -70,14 +70,6 @@ with prep as ( -- exclude bot traffic - {% if var('snowplow__enable_iab', false) %} - and not {{ snowplow_utils.get_field(column_name = 'contexts_com_iab_snowplow_spiders_and_robots_1_0_0', - field_name = 'spider_or_robot', - table_alias = 'e', - type = 'boolean', - array_index = 0)}} = True - {% endif %} - {{ snowplow_unified.filter_bots() }} ) diff --git a/models/optional_modules/core_web_vitals/scratch/databricks/snowplow_unified_web_vital_events_this_run.sql b/models/optional_modules/core_web_vitals/scratch/databricks/snowplow_unified_web_vital_events_this_run.sql index d3dc4b98..20cf52d1 100644 --- a/models/optional_modules/core_web_vitals/scratch/databricks/snowplow_unified_web_vital_events_this_run.sql +++ b/models/optional_modules/core_web_vitals/scratch/databricks/snowplow_unified_web_vital_events_this_run.sql @@ -70,14 +70,6 @@ with prep as ( -- exclude bot traffic - {% if var('snowplow__enable_iab', false) %} - and not {{ snowplow_utils.get_field(column_name = 'contexts_com_iab_snowplow_spiders_and_robots_1', - field_name = 'spider_or_robot', - table_alias = 'e', - type = 'boolean', - array_index = 0)}} = True - {% endif %} - {{ snowplow_unified.filter_bots() }} ) diff --git a/models/optional_modules/core_web_vitals/scratch/default/snowplow_unified_web_vital_events_this_run.sql b/models/optional_modules/core_web_vitals/scratch/default/snowplow_unified_web_vital_events_this_run.sql index 695123bd..c62a3ee7 100644 --- a/models/optional_modules/core_web_vitals/scratch/default/snowplow_unified_web_vital_events_this_run.sql +++ b/models/optional_modules/core_web_vitals/scratch/default/snowplow_unified_web_vital_events_this_run.sql @@ -69,10 +69,6 @@ with prep as ( -- exclude bot traffic - {% if var('snowplow__enable_iab', false) %} - and not e.iab__spider_or_robot = True - {% endif %} - {{ snowplow_unified.filter_bots() }} ) From 47f914bf66b9393131cf455e6b654dd72718a11e Mon Sep 17 00:00:00 2001 From: miike Date: Fri, 13 Dec 2024 21:24:07 +1100 Subject: [PATCH 2/5] Remove duplicate 2t codes (#94) --- seeds/seeds.yml | 3 +++ seeds/snowplow_unified_dim_iso_639_2t.csv | 20 -------------------- 2 files changed, 3 insertions(+), 20 deletions(-) diff --git a/seeds/seeds.yml b/seeds/seeds.yml index 579b501b..70fc8aef 100644 --- a/seeds/seeds.yml +++ b/seeds/seeds.yml @@ -29,6 +29,9 @@ seeds: description: A mapping between the ISO 639-1 and ISO 639-2/T language code to the full name of the language. Source https://www.loc.gov/standards/iso639-2/php/code_list.php columns: - name: iso_639_2t_code + data_tests: + - unique + - not_null - name: iso_639_1_code - name: name - name: snowplow_unified_dim_iso_639_3 diff --git a/seeds/snowplow_unified_dim_iso_639_2t.csv b/seeds/snowplow_unified_dim_iso_639_2t.csv index 88d43e29..0d24dea2 100644 --- a/seeds/snowplow_unified_dim_iso_639_2t.csv +++ b/seeds/snowplow_unified_dim_iso_639_2t.csv @@ -11,7 +11,6 @@ afr,af,Afrikaans ain,,Ainu aka,ak,Akan akk,,Akkadian -sqi,sq,Albanian ale,,Aleut alg,,Algonquian languages alt,,Southern Altai @@ -42,7 +41,6 @@ bak,ba,Bashkir bal,,Baluchi bam,bm,Bambara ban,,Balinese -eus,eu,Basque bas,,Basa bat,,Baltic languages bej,,Beja; Bedawiyet @@ -102,8 +100,6 @@ crh,,Crimean Tatar; Crimean Turkish crp,,Creoles and pidgins csb,,Kashubian cus,,Cushitic languages -cym,cy,Welsh -ces,cs,Czech dak,,Dakota dan,da,Danish dar,,Dargwa @@ -119,7 +115,6 @@ dra,,Dravidian languages dsb,,Lower Sorbian dua,,Duala dum,,"Dutch, Middle (ca.1050-1350)" -nld,nl,Dutch; Flemish dyu,,Dyula dzo,dz,Dzongkha efi,,Efik @@ -144,7 +139,6 @@ fin,fi,Finnish fiu,,Finno-Ugrian languages fon,,Fon fra,fr,French -fra,fr,French frm,,"French, Middle (ca.1400-1600)" fro,,"French, Old (842-ca.1400)" frr,,Northern Frisian @@ -157,7 +151,6 @@ gay,,Gayo gba,,Gbaya gem,,Germanic languages kat,ka,Georgian -deu,de,German gez,,Geez gil,,Gilbertese gla,gd,Gaelic; Scottish Gaelic @@ -171,7 +164,6 @@ gor,,Gorontalo got,,Gothic grb,,Grebo grc,,"Greek, Ancient (to 1453)" -ell,el,"Greek, Modern (1453-)" grn,gn,Guarani gsw,,Swiss German; Alemannic; Alsatian guj,gu,Gujarati @@ -192,10 +184,8 @@ hrv,hr,Croatian hsb,,Upper Sorbian hun,hu,Hungarian hup,,Hupa -hye,hy,Armenian iba,,Iban ibo,ig,Igbo -isl,is,Icelandic ido,io,Ido iii,ii,Sichuan Yi; Nuosu ijo,,Ijo languages @@ -225,7 +215,6 @@ kam,,Kamba kan,kn,Kannada kar,,Karen languages kas,ks,Kashmiri -kat,ka,Georgian kau,kr,Kanuri kaw,,Kawi kaz,kk,Kazakh @@ -272,7 +261,6 @@ lui,,Luiseno lun,,Lunda luo,,Luo (Kenya and Tanzania) lus,,Lushai -mkd,mk,Macedonian mad,,Madurese mag,,Magahi mah,mh,Marshallese @@ -280,11 +268,9 @@ mai,,Maithili mak,,Makasar mal,ml,Malayalam man,,Mandingo -mri,mi,Maori map,,Austronesian languages mar,mr,Marathi mas,,Masai -msa,ms,Malay mdf,,Moksha mdr,,Mandar men,,Mende @@ -309,7 +295,6 @@ mun,,Munda languages mus,,Creek mwl,,Mirandese mwr,,Marwari -mya,my,Burmese myn,,Mayan languages myv,,Erzya nah,,Nahuatl languages @@ -357,7 +342,6 @@ pan,pa,Panjabi; Punjabi pap,,Papiamento pau,,Palauan peo,,"Persian, Old (ca.600-400 B.C.)" -fas,fa,Persian phi,,Philippine languages phn,,Phoenician pli,pi,Pali @@ -376,7 +360,6 @@ roa,,Romance languages roh,rm,Romansh rom,,Romany ron,ro,Romanian; Moldavian; Moldovan -ron,ro,Romanian; Moldavian; Moldovan run,rn,Rundi rup,,Aromanian; Arumanian; Macedo-Romanian rus,ru,Russian @@ -402,7 +385,6 @@ sio,,Siouan languages sit,,Sino-Tibetan languages sla,,Slavic languages slk,sk,Slovak -slk,sk,Slovak slv,sl,Slovenian sma,,Southern Sami sme,se,Northern Sami @@ -445,7 +427,6 @@ tet,,Tetum tgk,tg,Tajik tgl,tl,Tagalog tha,th,Thai -bod,bo,Tibetan tig,,Tigre tir,ti,Tigrinya tiv,,Tiv @@ -500,7 +481,6 @@ zbl,,Blissymbols; Blissymbolics; Bliss zen,,Zenaga zgh,,Standard Moroccan Tamazight zha,za,Zhuang; Chuang -zho,zh,Chinese znd,,Zande languages zul,zu,Zulu zun,,Zuni From 91434e9f83b61b023a6c9a191ca6a377535bc8bb Mon Sep 17 00:00:00 2001 From: Ilias Xenogiannis Date: Mon, 16 Dec 2024 12:14:20 +0200 Subject: [PATCH 3/5] Update snowplow_unified_dim_ga4_source_categories (#95) --- ...plow_unified_dim_ga4_source_categories.csv | 3787 +++++++++++++---- 1 file changed, 2967 insertions(+), 820 deletions(-) diff --git a/seeds/snowplow_unified_dim_ga4_source_categories.csv b/seeds/snowplow_unified_dim_ga4_source_categories.csv index 7fc418db..a0278601 100644 --- a/seeds/snowplow_unified_dim_ga4_source_categories.csv +++ b/seeds/snowplow_unified_dim_ga4_source_categories.csv @@ -1,820 +1,2967 @@ 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-amazon,SOURCE_CATEGORY_SHOPPING -amazon.co.uk,SOURCE_CATEGORY_SHOPPING -amazon.com,SOURCE_CATEGORY_SHOPPING -ameba.jp,SOURCE_CATEGORY_SOCIAL -ameblo.jp,SOURCE_CATEGORY_SOCIAL -americantowns,SOURCE_CATEGORY_SOCIAL -americantowns.com,SOURCE_CATEGORY_SOCIAL -amp.reddit.com,SOURCE_CATEGORY_SOCIAL -ancestry.com,SOURCE_CATEGORY_SOCIAL -anobii,SOURCE_CATEGORY_SOCIAL -anobii.com,SOURCE_CATEGORY_SOCIAL -answerbag,SOURCE_CATEGORY_SOCIAL -answerbag.com,SOURCE_CATEGORY_SOCIAL -answers.yahoo.com,SOURCE_CATEGORY_SOCIAL -aol,SOURCE_CATEGORY_SEARCH -aolanswers,SOURCE_CATEGORY_SOCIAL -aolanswers.com,SOURCE_CATEGORY_SOCIAL -apps.facebook.com,SOURCE_CATEGORY_SOCIAL -apps.shopify.com,SOURCE_CATEGORY_SHOPPING -ar.pinterest.com,SOURCE_CATEGORY_SOCIAL -ar.search.yahoo.com,SOURCE_CATEGORY_SEARCH -artstation.com,SOURCE_CATEGORY_SOCIAL -ask,SOURCE_CATEGORY_SEARCH -askubuntu,SOURCE_CATEGORY_SOCIAL -askubuntu.com,SOURCE_CATEGORY_SOCIAL -asmallworld.com,SOURCE_CATEGORY_SOCIAL 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+flix,SOURCE_CATEGORY_SEARCH +www.flix.de,SOURCE_CATEGORY_SEARCH +uol.com.br,SOURCE_CATEGORY_SEARCH +busca.uol.com.br,SOURCE_CATEGORY_SEARCH +ukr.net,SOURCE_CATEGORY_EMAIL +mail.ukr.net,SOURCE_CATEGORY_EMAIL +maxwebsearch,SOURCE_CATEGORY_SEARCH +maxwebsearch.com,SOURCE_CATEGORY_SEARCH +stepstone,SOURCE_CATEGORY_SEARCH +www.stepstone.de,SOURCE_CATEGORY_SEARCH +www.stepstone.at,SOURCE_CATEGORY_SEARCH +www.stepstone.be,SOURCE_CATEGORY_SEARCH +www.stepstone.fr,SOURCE_CATEGORY_SEARCH +www.stepstone.nl,SOURCE_CATEGORY_SEARCH +www.stepstone.dk,SOURCE_CATEGORY_SEARCH +www.stepstone.se,SOURCE_CATEGORY_SEARCH +meta,SOURCE_CATEGORY_SEARCH +websearch,SOURCE_CATEGORY_SEARCH +serach.centrum.cz,SOURCE_CATEGORY_SEARCH +morfeo.centrum.cz,SOURCE_CATEGORY_SEARCH +www.exalead.fr,SOURCE_CATEGORY_SEARCH +www.exalead.com,SOURCE_CATEGORY_SEARCH +search.excite.it,SOURCE_CATEGORY_SEARCH +search.excite.fr,SOURCE_CATEGORY_SEARCH +search.excite.de,SOURCE_CATEGORY_SEARCH +search.excite.co.uk,SOURCE_CATEGORY_SEARCH +serach.excite.es,SOURCE_CATEGORY_SEARCH +search.excite.nl,SOURCE_CATEGORY_SEARCH +msxml.excite.com,SOURCE_CATEGORY_SEARCH +www.excite.co.jp,SOURCE_CATEGORY_SEARCH +search.free.fr,SOURCE_CATEGORY_SOCIAL +search1-2.free.fr,SOURCE_CATEGORY_SOCIAL +search1-1.free.fr,SOURCE_CATEGORY_SOCIAL +search.goo.ne.jp,SOURCE_CATEGORY_SOCIAL +ocnsearch.goo.ne.jp,SOURCE_CATEGORY_SOCIAL +ok.ru,SOURCE_CATEGORY_SOCIAL +viadeo.com,SOURCE_CATEGORY_VIDEO +meta.ua,SOURCE_CATEGORY_SEARCH +www.websearch.com,SOURCE_CATEGORY_SEARCH From 8a615b2a96f06ecbfd3528c5394cc88a08a86776 Mon Sep 17 00:00:00 2001 From: Ilias Xenogiannis Date: Wed, 18 Dec 2024 17:06:36 +0200 Subject: [PATCH 4/5] Add required fields to the initial checks helper macro in Unified (#96) --- macros/context_existance_check.sql | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/macros/context_existance_check.sql b/macros/context_existance_check.sql index e8bc9b96..b2e4a64d 100644 --- a/macros/context_existance_check.sql +++ b/macros/context_existance_check.sql @@ -25,7 +25,10 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 'contexts_com_snowplowanalytics_mobile_application_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__application_context') ], "snowplow__enable_browser_context": [ - 'contexts_com_snowplowanalytics_snowplow_web_page_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__browser_context') + 'com_snowplowanalytics_snowplow_browser_context_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__browser_context') + ], + "snowplow__enable_browser_context_2": [ + 'com_snowplowanalytics_snowplow_browser_context_2' if target.type not in ['redshift', 'postgres'] else var('snowplow__browser_context_2') ], "snowplow__enable_geolocation_context": [ 'contexts_com_snowplowanalytics_snowplow_geolocation_context_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__geolocation_context') @@ -48,7 +51,15 @@ You may obtain a copy of the Snowplow Personal and Academic License Version 1.0 ], "snowplow__enable_app_errors": [ 'unstruct_event_com_snowplowanalytics_snowplow_application_error_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__application_error_events') + ], + "snowplow__enable_mobile": [ + 'contexts_com_snowplowanalytics_snowplow_client_session_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__session_context'), + 'unstruct_event_com_snowplowanalytics_mobile_screen_view_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__screen_context') + ], + "snowplow__enable_web": [ + 'contexts_com_snowplowanalytics_snowplow_web_page_1' if target.type not in ['redshift', 'postgres'] else var('snowplow__page_view_context') ] + } %} From 36eae5e3f6ba16f09fa89970b3b6de3d8968da33 Mon Sep 17 00:00:00 2001 From: Ilias Xenogiannis Date: Fri, 24 Jan 2025 11:27:49 +0200 Subject: [PATCH 5/5] prepare for release --- CHANGELOG | 16 ++++++++++++++++ dbt_project.yml | 2 +- integration_tests/dbt_project.yml | 2 +- 3 files changed, 18 insertions(+), 2 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index c8d30182..b30da123 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,19 @@ +snowplow-unified 0.5.1 (2025-01-24) +--------------------------------------- + +## Summary +This release includes important updates and enhancements to improve the functionality, maintainability, and initial checks of the Snowplow Unified package. + +## Features +- Rework filter bots macro: Improved logic for filtering bot events to ensure cleaner data handling and more accurate analytics. +- Update snowplow_unified_dim_ga4_source_categories: Enhanced the dim_ga4_source_categories table to provide better support for categorization and reporting. +Fixes +- Remove duplicate 2T codes: Addressed an issue where duplicate 2T codes caused inconsistencies in data processing. +## Under the hood +- Add required fields to initial checks helper macro: Improved initialization checks by including necessary fields for robust and early error detection. +## Upgrading +- Update the snowplow-unified version in your packages.yml file to take advantage of these improvements. + snowplow-unified 0.5.0 (2024-10-14) --------------------------------------- ## Summary diff --git a/dbt_project.yml b/dbt_project.yml index 3265b4f6..b086d986 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -1,5 +1,5 @@ name: 'snowplow_unified' -version: '0.5.0' +version: '0.5.1' config-version: 2 require-dbt-version: [">=1.6.0", "<2.0.0"] diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 9d1eeff9..dd64a313 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -1,5 +1,5 @@ name: 'snowplow_unified_integration_tests' -version: '0.5.0' +version: '0.5.1' config-version: 2 profile: 'integration_tests'