🐍 Source Mixpanel: certification preparations #30149

davydov-d · 2023-09-05T09:20:05Z

What

#29746

How

Set the checkpointing interval to 15 records
Limit the max number of retries by 3
Make credentials required
Change project_id to the required parameter for the Service Account type of Authentication
Improve input config validation
Cover input config validation with unit tests
Unpin Airbyte CDK to be sure its version is always up to date
Add suggested streams
Fix date-time field values based on unexpected value reports from datadoghq

🚨 User Impact 🚨

No breaking changes. Config schema was changed, but config migrations will handle it.

github-actions · 2023-09-05T09:20:30Z

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github-actions · 2023-09-05T13:56:00Z

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github-actions · 2023-09-05T13:58:32Z

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github-actions · 2023-09-05T16:10:21Z

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erohmensing

In general, this looks really good! Solid UX improvements. The only blocking comment I have at the moment is around swallowing the config errors, since they won't get raised. I did leave some other suggestions as well, though.

erohmensing · 2023-09-06T17:05:32Z

airbyte-integrations/connectors/source-mixpanel/acceptance-test-config.yml

-    - config_path: "secrets/config_old.json"
-      status: "succeed"


Let's remember to delete this afterwards if its not going to be used anymore. It makes sense that this old config won't be valid anymore.

erohmensing · 2023-09-06T17:06:05Z

airbyte-integrations/connectors/source-mixpanel/metadata.yaml

-  dockerImageTag: 0.1.38
+  dockerImageTag: 1.0.0


You're going to need a releases: breakingChanges: entry for this change - the validation should also tell you that, though

erohmensing · 2023-09-06T17:08:29Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

+            raise_config_error("Please provide a valid True/False value for the `Select properties by default` parameter.")
+
+        if not isinstance(attribution_window, int) or attribution_window < 0:
+            raise_config_error("Please provide a valid integer for the `Attribution window` parameter.")
+        if not isinstance(date_window_size, int) or date_window_size < 1:
+            raise_config_error("Please provide a valid integer for the `Date slicing window` parameter.")


So many specific config errors - this is great!

Could be be specific on what is valid? Looks like for attribution window, valid is positive or 0, and for date slicing window, it must be positive

Added comments to spec

that works too. UX-wise someone might have an opinion on where it should go as to not be cluttered, but I think as long as the info is somewhere, its good for now

erohmensing · 2023-09-06T17:15:39Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

        except Exception as e:
-            return False, e
+            return False, e.message


Unfortunately doing this here negates all the good work of our config errors! Instead we should remove the exception wrapping here.

Then when we hit a config error, it will be raised and shown to the user (instead of only sending a connection status failed message, which would not contain the traceback).

If we hit an error in the above methods that we don't have handling for, the CDK's check() method which wraps this method will do the proper error handling of emitting an AirbyteTraceMessage (of a "system" error instead of a "config" error)

erohmensing · 2023-09-06T17:17:37Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

@@ -84,7 +114,7 @@ def check_connection(self, logger: AirbyteLogger, config: Mapping[str, Any]) ->
            config = self._validate_and_transform(config)
            auth = self.get_authenticator(config)
        except Exception as e:
-            return False, e
+            return False, e.message

        # https://github.com/airbytehq/airbyte/pull/27252#discussion_r1228356872
        # temporary solution, testing access for all streams to avoid 402 error


The below testing only checks one stream before early returning - I don't think it will actually check all streams. This might be worth looking at, in addition to the exception/error handling down here

This is workaround for this issue: #27252 (comment)

Right, but the comment says it is testing access for all streams, but it is only testing access for one stream?

Notably, it used to break if successfully connected to one stream, but now returns True:

https://github.com/airbytehq/airbyte/pull/27252/files#diff-ec2bcf88395f3b6aa5b5016d6d83b6b0c0270640e6cbb699c04034b9c9c4e0d4R95

That doesn't look like it was introduced in this PR, so I won't be a stickler about it, but a follow up issue would be good

The snippet from your comment behaves similarly but breaks instead of returning. The comment indicates that the system tests to see if any stream functions correctly. If at least one does, the check is deemed successful. I'll rephrase it for better clarity.

Ah, if thats the case, then yes I've misinterpreted the comment - thanks

I guess I was thinking continue (onto the next one), not break

erohmensing · 2023-09-06T18:14:52Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/spec.json

@@ -60,14 +61,14 @@
      "project_id": {
        "order": 1,
        "title": "Project ID",
-        "description": "Your project ID number. See the <a href=\"https://help.mixpanel.com/hc/en-us/articles/115004490503-Project-Settings#project-id\">docs</a> for more information on how to obtain this.",
+        "description": "Your project ID number. See the <a href=\"https://help.mixpanel.com/hc/en-us/articles/115004490503-Project-Settings#project-id\">docs</a> for more information on how to obtain this. Required if you are using a service account to authenticate.",


Is there a way to leverage groups to make this conditionally required? (General question, I don't know the answer to this. But if there is, I'd recommend we do it). Someone from @airbytehq/connector-extensibility might be able to answer this

Changed parameter to required

Ah that looks like it will do it, I think - thanks! in that case we can probably remove the Required if you are using a service account to authenticate.

erohmensing · 2023-09-06T18:16:18Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/streams/base.py

+        # we assume there's at least 10 records per request returned in average. Given that each request is followed by a 60 seconds
+        # sleep, we'll have to emit state once per 150 records


If each request is followed by a 60 second sleep anyway, perhaps we could emit state after every request? The 15 minutes is a maximum, and it seems like it won't slow down the connector, since the bottleneck is the API rate-limiting us

Decreased checkpoint interval to emit state every request

hm it looks like it still says we're emitting it every 15 records?

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/streams/base.py

github-actions · 2023-09-15T12:06:07Z

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github-actions · 2023-09-15T13:27:00Z

source-mixpanel test report (commit `7e56b58e00`) - ❌

⏲️ Total pipeline duration: 83mn48s

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Build source-mixpanel docker image for platform linux/x86_64	✅
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vercel · 2023-09-20T17:49:07Z

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github-actions · 2023-09-20T18:10:36Z

source-mixpanel test report (commit `c4835f5f73`) - ❌

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erohmensing

Here's what I reviewed:

breaking change metadata
new config errors

No more blocking changes from me

erohmensing · 2023-09-20T19:02:12Z

airbyte-integrations/connectors/source-mixpanel/metadata.yaml

+  releases:
+    breakingChanges:
+      1.0.0:
+        message: In this release, the "datetime" column in the "engage" stream will transition from Date/Time/Datetime types to string due to Mixpanel inconsistencies. Additionally, the "credentials" field is now mandatory, and the "project_id" path has been updated, though a config migration will minimize disruptions.


Nice message. Should the user reset the engage stream as a result of the type change? Maybe we're doing it for them?

I think you'll need a migrations file - QA checks should let you know this

erohmensing · 2023-09-20T19:04:21Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

+            raise_config_error("Please provide a valid True/False value for the `Select properties by default` parameter.")
+
+        if not isinstance(attribution_window, int) or attribution_window < 0:
+            raise_config_error("Please provide a valid integer for the `Attribution window` parameter.")
+        if not isinstance(date_window_size, int) or date_window_size < 1:
+            raise_config_error("Please provide a valid integer for the `Date slicing window` parameter.")


that works too. UX-wise someone might have an opinion on where it should go as to not be cluttered, but I think as long as the info is somewhere, its good for now

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/streams/base.py

erohmensing · 2023-09-20T19:07:29Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/streams/base.py

+        # we assume there's at least 10 records per request returned in average. Given that each request is followed by a 60 seconds
+        # sleep, we'll have to emit state once per 150 records


hm it looks like it still says we're emitting it every 15 records?

erohmensing · 2023-09-20T19:08:49Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/spec.json

@@ -60,14 +61,14 @@
      "project_id": {
        "order": 1,
        "title": "Project ID",
-        "description": "Your project ID number. See the <a href=\"https://help.mixpanel.com/hc/en-us/articles/115004490503-Project-Settings#project-id\">docs</a> for more information on how to obtain this.",
+        "description": "Your project ID number. See the <a href=\"https://help.mixpanel.com/hc/en-us/articles/115004490503-Project-Settings#project-id\">docs</a> for more information on how to obtain this. Required if you are using a service account to authenticate.",


Ah that looks like it will do it, I think - thanks! in that case we can probably remove the Required if you are using a service account to authenticate.

erohmensing · 2023-09-20T19:09:45Z

docs/integrations/sources/mixpanel.md

@@ -51,7 +51,8 @@ Syncing huge date windows may take longer due to Mixpanel's low API rate-limits

 | Version | Date       | Pull Request                                             | Subject                                                                                                     |
 |:--------|:-----------|:---------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|
-| 0.1.39  | 2023-09-15 | [30469](https://github.com/airbytehq/airbyte/pull/30469) | Add default primary key `distinct_id` to `Export` stream   |
+| 1.0.0   | 2023-09-20 | [30149](https://github.com/airbytehq/airbyte/pull/30149) | Prepare for certifying to the next stage                                                                    |


Can we describe what changed in the actual code instead of referring to certification?

erohmensing · 2023-09-20T19:11:36Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

@@ -84,7 +114,7 @@ def check_connection(self, logger: AirbyteLogger, config: Mapping[str, Any]) ->
            config = self._validate_and_transform(config)
            auth = self.get_authenticator(config)
        except Exception as e:
-            return False, e
+            return False, e.message

        # https://github.com/airbytehq/airbyte/pull/27252#discussion_r1228356872
        # temporary solution, testing access for all streams to avoid 402 error


Right, but the comment says it is testing access for all streams, but it is only testing access for one stream?

erohmensing · 2023-09-20T19:12:47Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/source.py

@@ -84,7 +114,7 @@ def check_connection(self, logger: AirbyteLogger, config: Mapping[str, Any]) ->
            config = self._validate_and_transform(config)
            auth = self.get_authenticator(config)
        except Exception as e:
-            return False, e
+            return False, e.message

        # https://github.com/airbytehq/airbyte/pull/27252#discussion_r1228356872
        # temporary solution, testing access for all streams to avoid 402 error


Notably, it used to break if successfully connected to one stream, but now returns True:

https://github.com/airbytehq/airbyte/pull/27252/files#diff-ec2bcf88395f3b6aa5b5016d6d83b6b0c0270640e6cbb699c04034b9c9c4e0d4R95

That doesn't look like it was introduced in this PR, so I won't be a stickler about it, but a follow up issue would be good

erohmensing · 2023-09-20T20:14:47Z

❓ Question: Is it feasible for us to separate out non-breaking and breaking changes and merge the non-breaking ones first?

In general, these certification PRs are huge. I would love to see them implemented in a more incremental way, so that if there are any issues with any part of the PR, we can roll back as necessary without undoing everything. As a bonus we can check each thing off as it's done, and ship more values to users earlier. cc @katmarkham

github-actions · 2023-09-20T20:21:43Z

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airbyte-oss-build-runner · 2023-09-26T19:32:30Z

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airbyte-oss-build-runner · 2023-09-27T03:57:49Z

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Unit tests	✅
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davydov-d · 2023-09-27T07:29:39Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/streams/export.py

@@ -75,7 +75,7 @@ class Export(DateSlicesMixin, IncrementalMixpanelStream):
     3 queries per second and 60 queries per hour.
    """

-    primary_key: str = "distinct_id"
+    primary_key: Iterable[str] = ["distinct_id", "event", "time"]


This is a breaking change I believe

davydov-d · 2023-09-27T07:33:35Z

airbyte-integrations/connectors/source-mixpanel/source_mixpanel/utils.py

+ISO_FORMAT_PATTERN = re.compile(r"^(\d{4}-\d{2}-\d{2})[ t](\d{2}:\d{2}:\d{2})$")
+
+
+def to_iso_format(s: str) -> str:


Let's add some unit tests please for fix_date_time and to_iso_format

airbyte-oss-build-runner · 2023-09-27T10:48:41Z

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octavia-squidington-iii added area/connectors Connector related issues area/documentation Improvements or additions to documentation connectors/source/mixpanel labels Sep 5, 2023

davydov-d requested review from erohmensing, lazebnyi and darynaishchenko September 5, 2023 09:26

davydov-d marked this pull request as ready for review September 5, 2023 09:26

davydov-d added the breaking-change Don't merge me unless you are ready. label Sep 5, 2023

octavia-squidington-iii added the connectors/source/hubplanner label Sep 5, 2023

erohmensing requested changes Sep 6, 2023

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davydov-d assigned davydov-d and tolik0 Sep 8, 2023

tolik0 requested a review from erohmensing September 18, 2023 12:28

tolik0 force-pushed the ddavydov/#29746-source-mixpanel-prepare-for-certification branch from 1c34027 to 603d9c7 Compare September 20, 2023 17:49

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davydov-d and others added 14 commits September 26, 2023 20:51

update changelog

0961f12

Fix config error handling

07bd897

Fix checkpointing interval

83b9307

Change project_id to required parameter

b29cf91

Add breakingChanges to metadata

a6e10c9

Update spec

a413a9f

Fix dates

eb73769

Update breaking change message

c1e05c6

Add migrations guide

d04d4ac

Add old config to migration script

ceea668

Fix abnormal state for incremental tests

870789f

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3ed3bde

Fix full refresh config path

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Update tests

3dcd3a7

tolik0 force-pushed the ddavydov/#29746-source-mixpanel-prepare-for-certification branch from 00a22be to 3dcd3a7 Compare September 26, 2023 18:15

Delete migrations doc from different pr

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tolik0 changed the title ~~🚨 🚨 Source Mixpanel: certification preparations~~ 🐍 Source Mixpanel: certification preparations Sep 27, 2023

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Delete update of primary key from export

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tolik0 force-pushed the ddavydov/#29746-source-mixpanel-prepare-for-certification branch from 0550d05 to 87e2a6e Compare September 27, 2023 09:27

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tolik0 merged commit f8c3e76 into master Sep 27, 2023
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tolik0 deleted the ddavydov/#29746-source-mixpanel-prepare-for-certification branch September 27, 2023 12:04

tolik0 mentioned this pull request Sep 29, 2023

Source Mixpanel: verify and close - checkpointing interval fix #30929

Closed

1 task

		# we assume there's at least 10 records per request returned in average. Given that each request is followed by a 60 seconds
		# sleep, we'll have to emit state once per 150 records

		ISO_FORMAT_PATTERN = re.compile(r"^(\d{4}-\d{2}-\d{2})[ t](\d{2}:\d{2}:\d{2})$")


		def to_iso_format(s: str) -> str:

🐍 Source Mixpanel: certification preparations #30149

🐍 Source Mixpanel: certification preparations #30149

Conversation

davydov-d commented Sep 5, 2023 • edited by tolik0 Loading

What

How

🚨 User Impact 🚨

github-actions bot commented Sep 5, 2023 • edited by tolik0 Loading

Before Merging a Connector Pull Request

github-actions bot commented Sep 5, 2023

source-mixpanel test report (commit 59b5da5bec) - ❌

github-actions bot commented Sep 5, 2023

source-hubplanner test report (commit 3570a2e28c) - ❌

github-actions bot commented Sep 5, 2023

source-mixpanel test report (commit 3570a2e28c) - ❌

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github-actions bot commented Sep 15, 2023

source-hubplanner test report (commit 7e56b58e00) - ❌

github-actions bot commented Sep 15, 2023

source-mixpanel test report (commit 7e56b58e00) - ❌

vercel bot commented Sep 20, 2023 • edited Loading

github-actions bot commented Sep 20, 2023

source-mixpanel test report (commit c4835f5f73) - ❌

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erohmensing commented Sep 20, 2023

github-actions bot commented Sep 20, 2023

source-mixpanel test report (commit 07b5b24246) - ❌

airbyte-oss-build-runner commented Sep 26, 2023

source-mixpanel test report (commit 5ca55e43f0) - ❌

airbyte-oss-build-runner commented Sep 27, 2023

source-mixpanel test report (commit 0550d05799) - ✅

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airbyte-oss-build-runner commented Sep 27, 2023

source-mixpanel test report (commit 7760a54497) - ✅

davydov-d commented Sep 5, 2023 •

edited by tolik0

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github-actions bot commented Sep 5, 2023 •

edited by tolik0

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source-mixpanel test report (commit `59b5da5bec`) - ❌

source-hubplanner test report (commit `3570a2e28c`) - ❌

source-mixpanel test report (commit `3570a2e28c`) - ❌

source-hubplanner test report (commit `7e56b58e00`) - ❌

source-mixpanel test report (commit `7e56b58e00`) - ❌

vercel bot commented Sep 20, 2023 •

edited

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source-mixpanel test report (commit `c4835f5f73`) - ❌

source-mixpanel test report (commit `07b5b24246`) - ❌

source-mixpanel test report (commit `5ca55e43f0`) - ❌

source-mixpanel test report (commit `0550d05799`) - ✅

source-mixpanel test report (commit `7760a54497`) - ✅