add twenty-tinybird package (#8030)

https://github.com/twentyhq/private-issues/issues/75 **TLDR** Add twenty-server package, wich contains the last tinybird datasources and pipes used in analytics. This new version of the API endpoints, pipes and datasources are inspired by the implementation of dub.co (https://github.com/dubinc/dub/blob/main/packages/tinybird/). It contains the webhooks analytics, serverless functions duration and serverless functions error count analytics. As well as **In order to test** - Follow the instructions in the README.md on twenty-tinybird using your admin token from twenty_analytics_playground if you want to modify them. - For a better experience add the extension Tinybird support for VsCode - If you want more info about datasources and pipes please read the tinybird docs. --------- Co-authored-by: Félix Malfait <felix@twenty.com> Co-authored-by: Félix Malfait <felix.malfait@gmail.com>
2024-11-21 16:12:18 +03:00 · 2024-10-29 06:31:05 -03:00 · 2024-10-29 06:31:05 -03:00 · 8ef4efa0f5
commit 8ef4efa0f5
parent 6fba3e0805
22 changed files with 791 additions and 0 deletions
--- a/.github/workflows/ci-tinybird.yaml
+++ b/.github/workflows/ci-tinybird.yaml
@ -0,0 +1,22 @@
+name: CI Tinybird
+on:
+  # Temporarily disabled
+  # push:
+  #   branches:
+  #     - main
+
+  # pull_request:
+    
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  ci:
+    uses: tinybirdco/ci/.github/workflows/ci.yml@main
+    with:
+        data_project_dir: packages/twenty-tinybird
+    secrets:
+        tb_admin_token: ${{ secrets.TINYBIRD_ADMIN_TOKEN }} 
+        tb_host: https://api.eu-central-1.aws.tinybird.co
--- a/.gitignore
+++ b/.gitignore
@ -29,3 +29,4 @@ storybook-static
 .nyc_output
 test-results/
 dump.rdb
+.tinyb
--- a/packages/twenty-tinybird/.gitignore
+++ b/packages/twenty-tinybird/.gitignore
@ -0,0 +1,2 @@
+.tinyb
+.venv
--- a/packages/twenty-tinybird/.tinyenv
+++ b/packages/twenty-tinybird/.tinyenv
@ -0,0 +1,18 @@
+
+VERSION=0.0.0
+
+
+
+##########
+# OPTIONAL env vars
+
+# Don't print CLI version warning message if there's a new available version
+# TB_VERSION_WARNING=0
+
+# Skip regression tests
+# TB_SKIP_REGRESSION=0
+
+# Use `OBFUSCATE_REGEX_PATTERN` and `OBFUSCATE_PATTERN_SEPARATOR` environment variables to define a regex pattern and a separator (in case of a single string with multiple regex) to obfuscate secrets in the CLI output.
+# OBFUSCATE_REGEX_PATTERN="https://(www\.)?[^/]+||^Follow these instructions =>"
+# OBFUSCATE_PATTERN_SEPARATOR=||
+##########
--- a/packages/twenty-tinybird/README.md
+++ b/packages/twenty-tinybird/README.md
@ -0,0 +1,42 @@
+
+## How to use
+Create a virtual enviroment and install tinybird
+```sh
+python3 -m venv .venv
+source .venv/bin/activate
+pip install tinybird-cli
+```
+Authenticate using your admin token from your workspace (twenty_analytics_cli_playground)
+```sh
+tb auth -i
+
+** List of available regions:
+[1] us-east4 (gcp) (https://app.us-east.tinybird.co)
+[2] europe-west3 (gcp) (https://app.tinybird.co/gcp/europe-west3)
+[3] us-east-1 (aws) (https://app.tinybird.co/aws/us-east-1)
+[4] us-west-2 (aws) (https://app.tinybird.co/aws/us-west-2)
+[5] eu-central-1 (aws) (https://app.tinybird.co/aws/eu-central-1) <- this
+[0] Cancel
+
+Use region [5]:
+Copy the "admin your@email" token from from https://app.tinybird.co/tokens and paste it here: <pasted Token>
+** Auth successful!
+** Configuration written to .tinyb file, consider adding it to .gitignore
+```
+To sync your changes to Tinybird use:
+```sh
+tb push --force --push-deps
+```
+To pull data from Tinybird use:
+```sh
+tb pull
+```
+Things I learned:
+
+* When creating Materialied Views think about populating it first using the files from the fixtures
+* When pushing your pipes prefer to push one by one so you can have more coherent error messages
+* The Include files will be nodes that will be added at the start of your node in Tinybird UI
+* It's best to stick only with only the CLI or the UI when developping in Tinybird
+* If you want to format the data us the tb fmt command, perhaps we can add it to the linter in a next pull request.
+
+
--- a/packages/twenty-tinybird/datasources/event.datasource
+++ b/packages/twenty-tinybird/datasources/event.datasource
@ -0,0 +1,11 @@
+SCHEMA >
+    `action` String `json:$.action`,
+    `timestamp` DateTime64(3) `json:$.timestamp`,
+    `version` String `json:$.version`,
+    `userId` String `json:$.userId` DEFAULT '',
+    `workspaceId` String `json:$.workspaceId` DEFAULT '',
+    `payload` String `json:$.payload`
+
+ENGINE MergeTree
+ENGINE_PARTITION_KEY toYear(timestamp)
+ENGINE_SORTING_KEY action, timestamp
--- a/packages/twenty-tinybird/datasources/fixtures/event.csv
+++ b/packages/twenty-tinybird/datasources/fixtures/event.csv
@ -0,0 +1,283 @@
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--- a/packages/twenty-tinybird/datasources/fixtures/pageview.csv
+++ b/packages/twenty-tinybird/datasources/fixtures/pageview.csv
@ -0,0 +1,11 @@
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+"http://localhost:3001/objects/companies","en-US","/objects/companies","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:37:53.184","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/profile","en-US","/settings/profile","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:37:54.802","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/integrations","en-US","/settings/integrations","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:37:56.686","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/developers","en-US","/settings/developers","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:38:01.364","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","en-US","/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:38:02.518","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","en-US","/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:41:11.844","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/profile","en-US","/settings/profile","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:41:23.864","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
+"http://localhost:3001/settings/appearance","en-US","/settings/appearance","http://localhost:3001/settings/developers/webhooks/41a8ad80-265a-425a-93da-35452d0ac83d","8fc30143-b648-4fc0-afe7-e55e1c452003","Europe/Paris","2024-10-17 12:41:25.972","Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36","20202020-9e3b-46d4-a556-88b9ddc2b034","1","20202020-1c25-4d02-bf25-6aeccf7ea419"
--- a/packages/twenty-tinybird/datasources/pageview.datasource
+++ b/packages/twenty-tinybird/datasources/pageview.datasource
@ -0,0 +1,16 @@
+SCHEMA >
+    `href` String `json:$.href`,
+    `locale` String `json:$.locale`,
+    `pathname` String `json:$.pathname`,
+    `referrer` String `json:$.referrer`,
+    `sessionId` String `json:$.sessionId`,
+    `timeZone` String `json:$.timeZone`,
+    `timestamp` DateTime64(3) `json:$.timestamp`,
+    `userAgent` String `json:$.userAgent`,
+    `userId` String `json:$.userId` DEFAULT '',
+    `version` String `json:$.version`,
+    `workspaceId` String `json:$.workspaceId`
+
+ENGINE MergeTree
+ENGINE_PARTITION_KEY toYear(timestamp)
+ENGINE_SORTING_KEY timestamp, userId, version, workspaceId
--- a/packages/twenty-tinybird/datasources/serverlessFunctionEventMV.datasource
+++ b/packages/twenty-tinybird/datasources/serverlessFunctionEventMV.datasource
@ -0,0 +1,11 @@
+SCHEMA >
+    `timestamp` DateTime64(3),
+    `workspaceId` String,
+    `functionId` String,
+    `durationInMs` Int64,
+    `success` Bool,
+    `errorType` String
+
+ENGINE MergeTree
+ENGINE_PARTITION_KEY toYYYYMM(timestamp)
+ENGINE_SORTING_KEY timestamp, functionId, success
--- a/packages/twenty-tinybird/datasources/webhookEventMV.datasource
+++ b/packages/twenty-tinybird/datasources/webhookEventMV.datasource
@ -0,0 +1,13 @@
+SCHEMA >
+    `timestamp` DateTime64(3),
+    `workspaceId` String,
+    `webhookId` String,
+    `url` String,
+    `success` UInt8,
+    `status` Int64,
+    `eventName` String,
+    `version` String
+
+ENGINE MergeTree
+ENGINE_PARTITION_KEY toYYYYMM(timestamp)
+ENGINE_SORTING_KEY timestamp, workspaceId
--- a/packages/twenty-tinybird/includes/timeSeries.incl
+++ b/packages/twenty-tinybird/includes/timeSeries.incl
@ -0,0 +1,87 @@
+DESCRIPTION >
+    Inspired by DUB implementation
+
+NODE dayIntervals
+SQL >
+    %
+    WITH
+        toStartOfDay(
+            toDateTime64({{ DateTime64(start, '2024-10-16 00:00:00.000') }}, 3),
+            {{ String(timezone, 'UTC') }}
+        ) AS start,
+        toStartOfDay(
+            toDateTime64({{ DateTime64(end, '2024-10-23 00:00:00.000') }}, 3),
+            {{ String(timezone, 'UTC') }}
+        ) AS
+    end
+    SELECT
+        arrayJoin(
+            arrayMap(
+                x -> toDateTime64(toStartOfDay(toDateTime64(x, 3), {{ String(timezone, 'UTC') }}), 3),
+                range(toUInt32(start + 86400), toUInt32(end + 86400),
+                86400
+            )
+        )
+    ) as interval
+
+NODE hourIntervals
+SQL >
+    %
+    WITH
+        toStartOfHour(
+            toDateTime64({{ DateTime64(start, '2024-10-22 00:00:00.000') }}, 3),
+            {{ String(timezone, 'UTC') }}
+        ) AS start,
+        toStartOfHour(
+            toDateTime64({{ DateTime64(end, '2024-10-23 00:00:00.000') }}, 3),
+            {{ String(timezone, 'UTC') }}
+        ) AS
+    end
+    SELECT
+        arrayJoin(
+            arrayMap(x -> toDateTime64(x, 3), range(toUInt32(start + 3600), toUInt32(end + 3600), 3600)
+        )
+    ) as interval
+
+NODE customIntervals
+SQL >
+    %
+    WITH
+        time_series AS (
+            SELECT
+                toDateTime64(
+                    toDateTime(
+                        toStartOfInterval(
+                            toDateTime64({{ DateTime64(start, '2024-10-22 00:00:00.000') }}, 3),
+                            INTERVAL {{ Int32(tickIntervalInMinutes, 420) }} MINUTE
+                        )
+                    )
+                    + INTERVAL number * {{ Int32(tickIntervalInMinutes, 420) }} MINUTE,
+                    3
+                ) AS interval
+            FROM
+                numbers(
+                    0,
+                    1 + intDiv(
+                        dateDiff(
+                            'minute',
+                            toDateTime64({{ DateTime64(start, '2024-10-22 00:00:00.000') }}, 3),
+                            toDateTime64({{ DateTime64(end, '2024-10-23 00:00:00.000') }}, 3)
+                        ),
+                        {{ Int32(tickIntervalInMinutes, 420) }}
+                    )
+                )
+            WHERE interval <= toDateTime64({{ DateTime64(end, '2024-10-23 00:00:00.000') }}, 3)
+        )
+    SELECT interval
+    FROM time_series
+
+NODE selectIntervalByGranularity
+SQL >
+    %
+    SELECT *
+    FROM
+        {% if granularity == "custom" %} customIntervals
+        {% elif granularity == "hour" %} hourIntervals
+        {% else %} dayIntervals
+        {% end %}
--- a/packages/twenty-tinybird/pipes/getServerlessFunctionDuration.pipe
+++ b/packages/twenty-tinybird/pipes/getServerlessFunctionDuration.pipe
@ -0,0 +1,35 @@
+INCLUDE "../includes/timeSeries.incl"
+
+NODE timeSeriesServerlessFunctionDurationData
+SQL >
+    %
+    SELECT
+        {% if granularity == "hour" %} toStartOfHour(timestamp, {{ String(timezone, 'UTC') }})
+        {% elif granularity == "custom" %}
+            toDateTime64(
+                toStartOfMinute(timestamp, {{ String(timezone, 'UTC') }}),
+                3,
+                {{ String(timezone, 'UTC') }}
+            )
+        {% else %} toDateTime64(toStartOfDay(timestamp, {{ String(timezone, 'UTC') }}), 3)
+        {% end %} AS interval,
+        avg(CAST(durationInMs AS Float64)) as average,
+        min(durationInMs) as minimum,
+        max(durationInMs) as maximum
+    FROM serverlessFunctionEventMV
+    WHERE
+        true
+        AND functionId = {{ String(functionId, 'a9fd87c0-af86-4e17-be3a-a6d3d961678a', required=True) }}
+        AND workspaceId
+        ={{ String(workspaceId, '20202020-1c25-4d02-bf25-6aeccf7ea419', required=True) }}
+        AND timestamp >= {{ DateTime(start, '2024-10-22 00:00:00') }}
+        AND timestamp < {{ DateTime(end, '2024-10-23 00:00:00') }}
+    GROUP BY interval
+    ORDER BY interval
+
+NODE endpoint
+SQL >
+    %
+    SELECT formatDateTime(interval, '%FT%T.000%z') as start, minimum, maximum, average
+    FROM selectIntervalByGranularity
+    LEFT JOIN timeSeriesServerlessFunctionDurationData USING interval
--- a/packages/twenty-tinybird/pipes/getServerlessFunctionErrors.pipe
+++ b/packages/twenty-tinybird/pipes/getServerlessFunctionErrors.pipe
@ -0,0 +1,41 @@
+INCLUDE "../includes/timeSeries.incl"
+
+NODE timeSeriesServerlessFunctionErrorsData
+SQL >
+    %
+    SELECT
+        {% if granularity == "hour" %} toStartOfHour(timestamp, {{ String(timezone, 'UTC') }})
+        {% elif granularity == "custom" %}
+            toDateTime64(
+                toStartOfMinute(timestamp, {{ String(timezone, 'UTC') }}),
+                3,
+                {{ String(timezone, 'UTC') }}
+            )
+        {% else %} toDateTime64(toStartOfDay(timestamp, {{ String(timezone, 'UTC') }}), 3)
+        {% end %} AS interval,
+        uniqIf(*, success = false) as error_count,
+        round(
+            if(
+                uniqIf(*, success = true) = 0,
+                0,
+                (uniqIf(*, success = true) - uniqIf(*, success = false)) / uniqIf(*, success = true)
+            ),
+            2
+        ) as success_rate
+    FROM serverlessFunctionEventMV
+    WHERE
+        true
+        AND functionId = {{ String(functionId, 'a9fd87c0-af86-4e17-be3a-a6d3d961678a', required=True) }}
+        AND workspaceId
+        ={{ String(workspaceId, '20202020-1c25-4d02-bf25-6aeccf7ea419', required=True) }}
+        AND timestamp >= {{ DateTime(start, '2024-10-22 00:00:00') }}
+        AND timestamp < {{ DateTime(end, '2024-10-23 00:00:00') }}
+    GROUP BY interval
+    ORDER BY interval
+
+NODE endpoint
+SQL >
+    %
+    SELECT formatDateTime(interval, '%FT%T.000%z') as start, error_count, success_rate
+    FROM selectIntervalByGranularity
+    LEFT JOIN timeSeriesServerlessFunctionErrorsData USING interval
--- a/packages/twenty-tinybird/pipes/getWebhookAnalytics.pipe
+++ b/packages/twenty-tinybird/pipes/getWebhookAnalytics.pipe
@ -0,0 +1,34 @@
+INCLUDE "../includes/timeSeries.incl"
+
+NODE timeSeriesWebhookData
+SQL >
+    %
+    SELECT
+        {% if granularity == "hour" %} toStartOfHour(timestamp, {{ String(timezone, 'UTC') }})
+        {% elif granularity == "custom" %}
+            toDateTime64(
+                toStartOfMinute(timestamp, {{ String(timezone, 'UTC') }}),
+                3,
+                {{ String(timezone, 'UTC') }}
+            )
+        {% else %} toDateTime64(toStartOfDay(timestamp, {{ String(timezone, 'UTC') }}), 3)
+        {% end %} AS interval,
+        uniqIf(*, success = true) as success_count,
+        uniqIf(*, success = false) as failure_count
+    FROM webhookEventMV
+    WHERE
+        true
+        AND webhookId = {{ String(webhookId, '90f12aed-0276-4bea-bcaa-c21ea2763d7d', required=True) }}
+        AND workspaceId
+        ={{ String(workspaceId, '20202020-1c25-4d02-bf25-6aeccf7ea419', required=True) }}
+        AND timestamp >= {{ DateTime(start, '2024-10-22 00:00:00') }}
+        AND timestamp < {{ DateTime(end, '2024-10-23 00:00:00') }}
+    GROUP BY interval
+    ORDER BY interval
+
+NODE endpoint
+SQL >
+    %
+    SELECT formatDateTime(interval, '%FT%T.000%z') as start, success_count, failure_count
+    FROM selectIntervalByGranularity
+    LEFT JOIN timeSeriesWebhookData USING interval
--- a/packages/twenty-tinybird/pipes/materializeServerlessFunctionEvent.pipe
+++ b/packages/twenty-tinybird/pipes/materializeServerlessFunctionEvent.pipe
@ -0,0 +1,14 @@
+NODE mv
+SQL >
+    SELECT
+        timestamp,
+        workspaceId,
+        JSONExtractString(payload, 'functionId') as functionId,
+        JSONExtractInt(payload, 'duration') as durationInMs,
+        if(JSONExtractString(payload, 'status') = 'SUCCESS', TRUE, FALSE) as success,
+        JSONExtractString(payload, 'errorType') as errorType
+    FROM event
+    WHERE action = 'serverlessFunction.executed'
+
+TYPE MATERIALIZED
+DATASOURCE serverlessFunctionEventMV
--- a/packages/twenty-tinybird/pipes/materializeWebhookEvent.pipe
+++ b/packages/twenty-tinybird/pipes/materializeWebhookEvent.pipe
@ -0,0 +1,16 @@
+NODE mv
+SQL >
+    SELECT
+        timestamp,
+        workspaceId,
+        JSONExtractString(payload, 'webhookId') as webhookId,
+        JSONExtractString(payload, 'url') as url,
+        JSONExtractBool(payload, 'success') as success,
+        JSONExtractInt(payload, 'status') as status,
+        JSONExtractString(payload, 'eventName') as eventName,
+        version
+    FROM event
+    WHERE action = 'webhook.response'
+
+TYPE MATERIALIZED
+DATASOURCE webhookEventMV
--- a/packages/twenty-tinybird/requirements.txt
+++ b/packages/twenty-tinybird/requirements.txt
@ -0,0 +1 @@
+tinybird-cli==5.10.1
--- a/packages/twenty-tinybird/scripts/append_fixtures.sh
+++ b/packages/twenty-tinybird/scripts/append_fixtures.sh
@ -0,0 +1,21 @@
+
+#!/usr/bin/env bash
+set -euxo pipefail
+
+directory="datasources/fixtures"
+extensions=("csv" "ndjson")
+
+absolute_directory=$(realpath "$directory")
+
+for extension in "${extensions[@]}"; do
+  file_list=$(find "$absolute_directory" -type f -name "*.$extension")
+
+  for file_path in $file_list; do
+    file_name=$(basename "$file_path")
+    file_name_without_extension="${file_name%.*}"
+
+    command="tb datasource append $file_name_without_extension datasources/fixtures/$file_name"
+    echo $command
+    $command
+  done
+done
--- a/packages/twenty-tinybird/scripts/exec_test.sh
+++ b/packages/twenty-tinybird/scripts/exec_test.sh
@ -0,0 +1,58 @@
+
+#!/usr/bin/env bash
+set -euxo pipefail
+
+export TB_VERSION_WARNING=0
+
+run_test() {
+    t=$1
+    echo "** Running $t **"
+    echo "** $(cat $t)"
+    tmpfile=$(mktemp)
+    retries=0
+    TOTAL_RETRIES=3
+
+    # When appending fixtures, we need to retry in case of the data is not replicated in time
+    while [ $retries -lt $TOTAL_RETRIES ]; do
+        # Run the test and store the output in a temporary file
+        bash $t $2 >$tmpfile
+        exit_code=$?
+        if [ "$exit_code" -eq 0 ]; then
+            # If the test passed, break the loop
+            if diff -B ${t}.result $tmpfile >/dev/null 2>&1; then
+                break
+            # If the test failed, increment the retries counter and try again
+            else
+                retries=$((retries+1))
+            fi
+        # If the bash command failed, print an error message and break the loop
+        else
+            break
+        fi
+    done
+
+    if diff -B ${t}.result $tmpfile >/dev/null 2>&1; then
+        echo "✅ Test $t passed"
+        rm $tmpfile
+        return 0
+    elif [ $retries -eq $TOTAL_RETRIES ]; then
+        echo "🚨 ERROR: Test $t failed, diff:";
+        diff -B ${t}.result $tmpfile
+        rm $tmpfile
+        return 1
+    else
+        echo "🚨 ERROR: Test $t failed with bash command exit code $?"
+        cat $tmpfile
+        rm $tmpfile
+        return 1
+    fi
+    echo ""
+}
+export -f run_test
+
+fail=0
+find ./tests -name "*.test" -print0 | xargs -0 -I {} -P 4 bash -c 'run_test "$@"' _ {} || fail=1
+
+if [ $fail == 1 ]; then
+  exit -1;
+fi
--- a/packages/twenty-tinybird/tests/example.yml
+++ b/packages/twenty-tinybird/tests/example.yml
@ -0,0 +1,29 @@
+
+##############################################################################################################################
+###   Visit https://www.tinybird.co/docs/production/implementing-test-strategies.html#data-quality-tests              ###
+###   for more details on Data Quality tests                                                                               ###
+##############################################################################################################################
+
+- example_no_negative_numbers:
+    max_bytes_read: null
+    max_time: null
+    sql: |
+        SELECT
+            number
+        FROM numbers(10)
+        WHERE
+            number < 0
+
+#    - example_top_products_params_no_empty_top_10_on_2023:
+#       max_bytes_read: null
+#       max_time: null
+#       sql: |
+#          SELECT *
+#          FROM top_products_params
+#          WHERE empty(top_10)
+#       pipe:
+#          name: top_products_params
+#          params:
+#             start: '2023-01-01'
+#             end: '2023-12-31'
+
--- a/packages/twenty-tinybird/tests/regression.yaml
+++ b/packages/twenty-tinybird/tests/regression.yaml
@ -0,0 +1,25 @@
+
+############################################################################################################################
+###   Visit https://www.tinybird.co/docs/production/implementing-test-strategies.html#regression-tests              ###
+###   for more details on Regression tests                                                                               ###
+############################################################################################################################
+
+###
+### New pipes are covered by this rule, rules below this one supersede this setting
+###
+- pipe: '.*'
+  tests:
+    - coverage:
+
+
+
+###
+### These are rules to customize regression testing by pipe using regular expressions
+### For instance skip regression tests for the pipes matching `endpoint_name.*`
+###
+- pipe: 'endpoint_name.*'
+  tests:
+    - coverage:
+        config:
+          skip: True
+