Refactored yinybird pipes to not use analytics_hits (#21765)

- This changes the Tinybird Materialized Views to circumvent a currently existing Tinybird bug that prevents iterating the code in its current state. - The idea is that this will allow us to be more flexible in making changes, as it works around some restrictions where Tinybird won't let us change the MV because other parts of the pipe depends on it - The idea is to remove the dependency to `analytics_hits.pipe` in the materialized views. - This does create code duplication, but we can clean that up later using includes, or refactor the pipe again later if Tinybird fixes the issues --------- Co-authored-by: Hannah Wolfe <github.erisds@gmail.com>
2025-03-11 02:12:21 -05:00 · 2024-12-03 16:54:22 +00:00 · 2024-12-03 16:54:22 +00:00 · 779b1ef86a
commit 779b1ef86a
parent 6bb82af4e7
7 changed files with 258 additions and 108 deletions
--- a/ghost/tinybird/pipes/analytics_hits.pipe
+++ b/ghost/tinybird/pipes/analytics_hits.pipe
@ -1,67 +0,0 @@
-DESCRIPTION >
-    Parsed `page_hit` events, implementing `browser` and `device` detection logic.
-
-TOKEN "dashboard" READ
-TOKEN "stats page" READ
-
-NODE parsed_hits
-DESCRIPTION >
-    Parse raw page_hit events
-
-SQL >
-    SELECT
-        timestamp,
-        action,
-        version,
-        coalesce(session_id, '0') as session_id,
-        JSONExtractString(payload, 'locale') as locale,
-        JSONExtractString(payload, 'location') as location,
-        JSONExtractString(payload, 'referrer') as referrer,
-        JSONExtractString(payload, 'pathname') as pathname,
-        JSONExtractString(payload, 'href') as href,
-        JSONExtractString(payload, 'site_uuid') as site_uuid,
-        JSONExtractString(payload, 'member_uuid') as member_uuid,
-        JSONExtractString(payload, 'member_status') as member_status,
-        JSONExtractString(payload, 'post_uuid') as post_uuid,
-        lower(JSONExtractString(payload, 'user-agent')) as user_agent
-    FROM analytics_events
-    where action = 'page_hit'
-
-NODE endpoint
-SQL >
-    SELECT
-        site_uuid,
-        timestamp,
-        action,
-        version,
-        session_id,
-        member_uuid,
-        member_status,
-        post_uuid,
-        location,
-        domainWithoutWWW(referrer) as source,
-        pathname,
-        href,
-        case
-            when match(user_agent, 'wget|ahrefsbot|curl|urllib|bitdiscovery|\+https://|googlebot')
-            then 'bot'
-            when match(user_agent, 'android')
-            then 'mobile-android'
-            when match(user_agent, 'ipad|iphone|ipod')
-            then 'mobile-ios'
-            else 'desktop'
-        END as device,
-        case
-            when match(user_agent, 'firefox')
-            then 'firefox'
-            when match(user_agent, 'chrome|crios')
-            then 'chrome'
-            when match(user_agent, 'opera')
-            then 'opera'
-            when match(user_agent, 'msie|trident')
-            then 'ie'
-            when match(user_agent, 'iphone|ipad|safari')
-            then 'safari'
-            else 'Unknown'
-        END as browser
-    FROM parsed_hits
--- a/ghost/tinybird/pipes/analytics_pages.pipe
+++ b/ghost/tinybird/pipes/analytics_pages.pipe
@ -1,3 +1,65 @@
+NODE parsed_hits
+DESCRIPTION >
+    Parse raw page_hit events
+
+SQL >
+    SELECT
+        timestamp,
+        action,
+        version,
+        coalesce(session_id, '0') as session_id,
+        JSONExtractString(payload, 'locale') as locale,
+        JSONExtractString(payload, 'location') as location,
+        JSONExtractString(payload, 'referrer') as referrer,
+        JSONExtractString(payload, 'pathname') as pathname,
+        JSONExtractString(payload, 'href') as href,
+        JSONExtractString(payload, 'site_uuid') as site_uuid,
+        JSONExtractString(payload, 'member_uuid') as member_uuid,
+        JSONExtractString(payload, 'member_status') as member_status,
+        JSONExtractString(payload, 'post_uuid') as post_uuid,
+        lower(JSONExtractString(payload, 'user-agent')) as user_agent
+    FROM analytics_events
+    where action = 'page_hit'
+
+NODE analytics_hits_data
+SQL >
+    SELECT
+        site_uuid,
+        timestamp,
+        action,
+        version,
+        session_id,
+        member_uuid,
+        member_status,
+        post_uuid,
+        location,
+        domainWithoutWWW(referrer) as source,
+        pathname,
+        href,
+        case
+            when match(user_agent, 'wget|ahrefsbot|curl|urllib|bitdiscovery|\+https://|googlebot')
+            then 'bot'
+            when match(user_agent, 'android')
+            then 'mobile-android'
+            when match(user_agent, 'ipad|iphone|ipod')
+            then 'mobile-ios'
+            else 'desktop'
+        END as device,
+        case
+            when match(user_agent, 'firefox')
+            then 'firefox'
+            when match(user_agent, 'chrome|crios')
+            then 'chrome'
+            when match(user_agent, 'opera')
+            then 'opera'
+            when match(user_agent, 'msie|trident')
+            then 'ie'
+            when match(user_agent, 'iphone|ipad|safari')
+            then 'safari'
+            else 'Unknown'
+        END as browser
+    FROM parsed_hits
+
 NODE analytics_pages_1
 DESCRIPTION >
    Aggregate by pathname and calculate session and views
@ -18,7 +80,7 @@ SQL >
        ) AS member_status,
        uniqState(session_id) AS visits,
        countState() AS pageviews
-    FROM analytics_hits
+    FROM analytics_hits_data
    GROUP BY date, device, browser, location, source, pathname, post_uuid,site_uuid

 TYPE MATERIALIZED
--- a/ghost/tinybird/pipes/analytics_sessions.pipe
+++ b/ghost/tinybird/pipes/analytics_sessions.pipe
@ -1,3 +1,65 @@
+NODE parsed_hits
+DESCRIPTION >
+    Parse raw page_hit events
+
+SQL >
+    SELECT
+        timestamp,
+        action,
+        version,
+        coalesce(session_id, '0') as session_id,
+        JSONExtractString(payload, 'locale') as locale,
+        JSONExtractString(payload, 'location') as location,
+        JSONExtractString(payload, 'referrer') as referrer,
+        JSONExtractString(payload, 'pathname') as pathname,
+        JSONExtractString(payload, 'href') as href,
+        JSONExtractString(payload, 'site_uuid') as site_uuid,
+        JSONExtractString(payload, 'member_uuid') as member_uuid,
+        JSONExtractString(payload, 'member_status') as member_status,
+        JSONExtractString(payload, 'post_uuid') as post_uuid,
+        lower(JSONExtractString(payload, 'user-agent')) as user_agent
+    FROM analytics_events
+    where action = 'page_hit'
+
+NODE analytics_hits_data
+SQL >
+    SELECT
+        site_uuid,
+        timestamp,
+        action,
+        version,
+        session_id,
+        member_uuid,
+        member_status,
+        post_uuid,
+        location,
+        domainWithoutWWW(referrer) as source,
+        pathname,
+        href,
+        case
+            when match(user_agent, 'wget|ahrefsbot|curl|urllib|bitdiscovery|\+https://|googlebot')
+            then 'bot'
+            when match(user_agent, 'android')
+            then 'mobile-android'
+            when match(user_agent, 'ipad|iphone|ipod')
+            then 'mobile-ios'
+            else 'desktop'
+        END as device,
+        case
+            when match(user_agent, 'firefox')
+            then 'firefox'
+            when match(user_agent, 'chrome|crios')
+            then 'chrome'
+            when match(user_agent, 'opera')
+            then 'opera'
+            when match(user_agent, 'msie|trident')
+            then 'ie'
+            when match(user_agent, 'iphone|ipad|safari')
+            then 'safari'
+            else 'Unknown'
+        END as browser
+    FROM parsed_hits
+
 NODE analytics_sessions_1
 DESCRIPTION >
    Aggregate by session_id and calculate session metrics
@ -20,7 +82,7 @@ SQL >
        minSimpleState(timestamp) AS first_view,
        maxSimpleState(timestamp) AS latest_view,
        countState() AS pageviews
-    FROM analytics_hits
+    FROM analytics_hits_data
    GROUP BY date, session_id, site_uuid

 TYPE MATERIALIZED
--- a/ghost/tinybird/pipes/analytics_sources.pipe
+++ b/ghost/tinybird/pipes/analytics_sources.pipe
@ -1,14 +1,76 @@
+NODE parsed_hits
+DESCRIPTION >
+    Parse raw page_hit events
+
+SQL >
+    SELECT
+        timestamp,
+        action,
+        version,
+        coalesce(session_id, '0') as session_id,
+        JSONExtractString(payload, 'locale') as locale,
+        JSONExtractString(payload, 'location') as location,
+        JSONExtractString(payload, 'referrer') as referrer,
+        JSONExtractString(payload, 'pathname') as pathname,
+        JSONExtractString(payload, 'href') as href,
+        JSONExtractString(payload, 'site_uuid') as site_uuid,
+        JSONExtractString(payload, 'member_uuid') as member_uuid,
+        JSONExtractString(payload, 'member_status') as member_status,
+        JSONExtractString(payload, 'post_uuid') as post_uuid,
+        lower(JSONExtractString(payload, 'user-agent')) as user_agent
+    FROM analytics_events
+    where action = 'page_hit'
+
+NODE analytics_hits_data
+SQL >
+    SELECT
+        site_uuid,
+        timestamp,
+        action,
+        version,
+        session_id,
+        member_uuid,
+        member_status,
+        post_uuid,
+        location,
+        domainWithoutWWW(referrer) as source,
+        pathname,
+        href,
+        case
+            when match(user_agent, 'wget|ahrefsbot|curl|urllib|bitdiscovery|\+https://|googlebot')
+            then 'bot'
+            when match(user_agent, 'android')
+            then 'mobile-android'
+            when match(user_agent, 'ipad|iphone|ipod')
+            then 'mobile-ios'
+            else 'desktop'
+        END as device,
+        case
+            when match(user_agent, 'firefox')
+            then 'firefox'
+            when match(user_agent, 'chrome|crios')
+            then 'chrome'
+            when match(user_agent, 'opera')
+            then 'opera'
+            when match(user_agent, 'msie|trident')
+            then 'ie'
+            when match(user_agent, 'iphone|ipad|safari')
+            then 'safari'
+            else 'Unknown'
+        END as browser
+    FROM parsed_hits
+
 NODE analytics_sources_1
 DESCRIPTION >
    Aggregate by referral and calculate session and views

 SQL >
-    WITH (SELECT domainWithoutWWW(href) FROM analytics_hits LIMIT 1) AS current_domain,
+    WITH (SELECT domainWithoutWWW(href) FROM analytics_hits_data LIMIT 1) AS current_domain,
    sessions AS (
        SELECT
            session_id, argMin(source, timestamp) AS source,
            maxIf(member_status, member_status IN ('paid', 'free', 'undefined')) AS member_status
-        FROM analytics_hits
+        FROM analytics_hits_data
        GROUP BY session_id
    )
    SELECT
@ -22,7 +84,7 @@ SQL >
        b.member_status AS member_status,
        uniqState(a.session_id) AS visits,
        countState() AS pageviews
-    FROM analytics_hits as a
+    FROM analytics_hits_data as a
    INNER JOIN sessions AS b ON a.session_id = b.session_id
    GROUP BY a.site_uuid, toDate(a.timestamp), a.device, a.browser, a.location, b.member_status, b.source, a.pathname
    HAVING b.source != current_domain
--- a/ghost/tinybird/pipes/trend.pipe
+++ b/ghost/tinybird/pipes/trend.pipe
@ -6,6 +6,70 @@ DESCRIPTION >
 TOKEN "dashboard" READ
 TOKEN "stats page" READ

+VERSION 0
+
+NODE parsed_hits
+DESCRIPTION >
+    Parse raw page_hit events
+
+SQL >
+    SELECT
+        timestamp,
+        action,
+        version,
+        coalesce(session_id, '0') as session_id,
+        JSONExtractString(payload, 'locale') as locale,
+        JSONExtractString(payload, 'location') as location,
+        JSONExtractString(payload, 'referrer') as referrer,
+        JSONExtractString(payload, 'pathname') as pathname,
+        JSONExtractString(payload, 'href') as href,
+        JSONExtractString(payload, 'site_uuid') as site_uuid,
+        JSONExtractString(payload, 'member_uuid') as member_uuid,
+        JSONExtractString(payload, 'member_status') as member_status,
+        JSONExtractString(payload, 'post_uuid') as post_uuid,
+        lower(JSONExtractString(payload, 'user-agent')) as user_agent
+    FROM analytics_events
+    where action = 'page_hit'
+
+NODE analytics_hits_data
+SQL >
+    SELECT
+        site_uuid,
+        timestamp,
+        action,
+        version,
+        session_id,
+        member_uuid,
+        member_status,
+        post_uuid,
+        location,
+        domainWithoutWWW(referrer) as source,
+        pathname,
+        href,
+        case
+            when match(user_agent, 'wget|ahrefsbot|curl|urllib|bitdiscovery|\+https://|googlebot')
+            then 'bot'
+            when match(user_agent, 'android')
+            then 'mobile-android'
+            when match(user_agent, 'ipad|iphone|ipod')
+            then 'mobile-ios'
+            else 'desktop'
+        END as device,
+        case
+            when match(user_agent, 'firefox')
+            then 'firefox'
+            when match(user_agent, 'chrome|crios')
+            then 'chrome'
+            when match(user_agent, 'opera')
+            then 'opera'
+            when match(user_agent, 'msie|trident')
+            then 'ie'
+            when match(user_agent, 'iphone|ipad|safari')
+            then 'safari'
+            else 'Unknown'
+        END as browser
+    FROM parsed_hits
+
 NODE timeseries
 DESCRIPTION >
    Generate a timeseries for the last 30 minutes, so we call fill empty data points
@ -22,7 +86,7 @@ DESCRIPTION >
 SQL >
    %
    select toStartOfMinute(timestamp) as t, uniq(session_id) as visits
-    from analytics_hits
+    from analytics_hits_data
    where
        site_uuid = {{String(site_uuid, 'mock_site_uuid', description="Tenant ID", required=True)}}
         {% if defined(member_status) %}
--- a/ghost/tinybird/tests/all_analytics_hits.test
+++ b/ghost/tinybird/tests/all_analytics_hits.test
@ -1 +0,0 @@
-tb pipe data analytics_hits --format CSV
--- a/ghost/tinybird/tests/all_analytics_hits.test.result
+++ b/ghost/tinybird/tests/all_analytics_hits.test.result
@ -1,32 +0,0 @@
-"site_uuid","timestamp","action","version","session_id","member_uuid","member_status","post_uuid","location","source","pathname","href","device","browser"
-"mock_site_uuid","2100-01-01 00:06:15","page_hit","1","e5c37e25-ed9e-4940-a2be-bc49149d991a","undefined","undefined","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","petty-queen.com","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","bot","Unknown"
-"mock_site_uuid","2100-01-01 01:21:17","page_hit","1","1267b782-e5a1-4334-8cf6-771d72bbc28e","d4678fdf-824c-4d5f-a5fe-c713d409faac","free","undefined","ES","","/","https://my-ghost-site.com/","desktop","chrome"
-"mock_site_uuid","2100-01-01 01:39:48","page_hit","1","1267b782-e5a1-4334-8cf6-771d72bbc28e","d4678fdf-824c-4d5f-a5fe-c713d409faac","free","undefined","ES","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","chrome"
-"mock_site_uuid","2100-01-01 02:21:13","page_hit","1","2a31286e-53b4-41da-a7fd-89d966072af5","df8343d2-e89d-45b7-ba12-988734efcc56","free","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","GB","bing.com","/about/","https://my-ghost-site.com/about/","desktop","ie"
-"mock_site_uuid","2100-01-01 02:31:43","page_hit","1","2a31286e-53b4-41da-a7fd-89d966072af5","df8343d2-e89d-45b7-ba12-988734efcc56","free","undefined","GB","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","ie"
-"mock_site_uuid","2100-01-02 00:59:45","page_hit","1","f253b9b7-0a1a-4168-8fcf-b20a1668ce4d","65bacac2-8122-4ed0-a11f-ac52aa82beb0","paid","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","GB","google.com","/about/","https://my-ghost-site.com/about/","desktop","firefox"
-"mock_site_uuid","2100-01-02 01:12:56","page_hit","1","f253b9b7-0a1a-4168-8fcf-b20a1668ce4d","65bacac2-8122-4ed0-a11f-ac52aa82beb0","paid","undefined","GB","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","firefox"
-"mock_site_uuid","2100-01-02 01:16:52","page_hit","1","f253b9b7-0a1a-4168-8fcf-b20a1668ce4d","65bacac2-8122-4ed0-a11f-ac52aa82beb0","paid","undefined","GB","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","firefox"
-"mock_site_uuid","2100-01-03 00:01:24","page_hit","1","9c15f99e-c8b1-4145-a073-e7f8649d2fa4","4c14393f-d792-403e-bbdc-aa5af3abbdd9","free","undefined","US","duckduckgo.com","/","https://my-ghost-site.com/","desktop","firefox"
-"mock_site_uuid","2100-01-03 01:28:09","page_hit","1","9c15f99e-c8b1-4145-a073-e7f8649d2fa4","4c14393f-d792-403e-bbdc-aa5af3abbdd9","free","6b8635fb-292f-4422-9fe4-d76cfab2ba31","US","my-ghost-site.com","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","firefox"
-"mock_site_uuid","2100-01-03 01:41:44","page_hit","1","8a2461a8-91cd-4f01-b066-3de6dc946995","f4c738bc-7327-440c-8007-6a0b306c05e3","free","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","DE","bing.com","/about/","https://my-ghost-site.com/about/","desktop","chrome"
-"mock_site_uuid","2100-01-03 01:53:31","page_hit","1","8a2461a8-91cd-4f01-b066-3de6dc946995","f4c738bc-7327-440c-8007-6a0b306c05e3","free","6b8635fb-292f-4422-9fe4-d76cfab2ba31","DE","my-ghost-site.com","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-03 02:00:19","page_hit","1","8a2461a8-91cd-4f01-b066-3de6dc946995","f4c738bc-7327-440c-8007-6a0b306c05e3","free","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","DE","my-ghost-site.com","/about/","https://my-ghost-site.com/about/","desktop","chrome"
-"mock_site_uuid","2100-01-03 02:51:20","page_hit","1","50785df1-3232-4ff7-8495-d93e06d63f5c","3675e750-09bf-44c9-bc3f-b9aebac37c5d","paid","undefined","FR","search.yahoo.com","/","https://my-ghost-site.com/","desktop","firefox"
-"mock_site_uuid","2100-01-03 03:52:39","page_hit","1","50785df1-3232-4ff7-8495-d93e06d63f5c","3675e750-09bf-44c9-bc3f-b9aebac37c5d","paid","undefined","FR","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","firefox"
-"mock_site_uuid","2100-01-04 00:25:39","page_hit","1","59478d87-ce95-40fd-a081-65d1e497bcfc","97c79891-2ae9-4eb2-ada8-89d2a998747d","paid","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:10:48","page_hit","1","a6b6c4e6-19e3-47a9-afc6-d9870592652e","undefined","undefined","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:16:10","page_hit","1","a6b6c4e6-19e3-47a9-afc6-d9870592652e","undefined","undefined","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","GB","my-ghost-site.com","/about/","https://my-ghost-site.com/about/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:20:15","page_hit","1","a6b6c4e6-19e3-47a9-afc6-d9870592652e","undefined","undefined","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","GB","my-ghost-site.com","/about/","https://my-ghost-site.com/about/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:35:41","page_hit","1","e22a7f6f-28da-4715-a199-6f0338b593d4","5369031a-a5cd-4176-83d8-d6ffcb3bcfb8","free","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:36:33","page_hit","1","e22a7f6f-28da-4715-a199-6f0338b593d4","5369031a-a5cd-4176-83d8-d6ffcb3bcfb8","free","undefined","GB","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","chrome"
-"mock_site_uuid","2100-01-04 01:54:50","page_hit","1","e22a7f6f-28da-4715-a199-6f0338b593d4","5369031a-a5cd-4176-83d8-d6ffcb3bcfb8","free","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","GB","my-ghost-site.com","/about/","https://my-ghost-site.com/about/","desktop","chrome"
-"mock_site_uuid","2100-01-05 00:29:59","page_hit","1","490475f1-1fb7-4672-9edd-daa1b411b5f9","undefined","undefined","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","baidu.com","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-05 00:37:42","page_hit","1","490475f1-1fb7-4672-9edd-daa1b411b5f9","undefined","undefined","undefined","GB","my-ghost-site.com","/","https://my-ghost-site.com/","desktop","chrome"
-"mock_site_uuid","2100-01-05 00:38:12","page_hit","1","490475f1-1fb7-4672-9edd-daa1b411b5f9","undefined","undefined","6b8635fb-292f-4422-9fe4-d76cfab2ba31","GB","my-ghost-site.com","/blog/hello-world/","https://my-ghost-site.com/blog/hello-world/","desktop","chrome"
-"mock_site_uuid","2100-01-05 01:51:00","page_hit","1","d8e4622f-95cc-4fba-b31b-f38ff72e0975","75a190eb-62da-46d2-972d-a9763c954f42","paid","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","ES","","/about/","https://my-ghost-site.com/about/","desktop","ie"
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-"mock_site_uuid","2100-01-07 01:44:10","page_hit","1","7f1e88e1-da8e-46df-bc69-d04fb29d603d","undefined","undefined","06b1b0c9-fb53-4a15-a060-3db3fde7b1fc","US","wilted-tick.com","/about/","https://my-ghost-site.com/about/","desktop","firefox"
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