Source Zuora: fix decimals in stringified datetimes #24460

frans-k · 2023-03-24T13:11:26Z

What

It outputs timestamps in a format that Zuora can cast to TIMESTAMP.

Today Zuora accepts 6 decimals for fractions of a second when casting to TIMESTAMP, but if that's in a WHERE filter on for example updateddate, that filter is ignored for input rows.

So if the table has > 10m rows, it hits the Data Query 10m input row limit. Haven't tested if it affects output rows.

How

Changed from 6 decimals to 3 for second fractions. Instead of strftime it uses Pendulum's format.

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Are there any breaking changes? What is the end result perceived by the user? If yes, please merge this PR with the 🚨🚨 emoji so changelog authors can further highlight this if needed.

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…me_str

CLAassistant · 2023-03-24T13:11:32Z

All committers have signed the CLA.

sh4sh · 2023-04-18T15:20:30Z

/test connector=connectors/source-zuora

🕑 connectors/source-zuora https://github.com/airbytehq/airbyte/actions/runs/4734069600
❌ connectors/source-zuora https://github.com/airbytehq/airbyte/actions/runs/4734069600
🐛

Build Failed

Test summary info:

Could not find result summary

sh4sh · 2023-04-18T17:15:43Z

The tests came up with this error:

BUILD FAILED in 22s
> Task :airbyte-integrations:connectors:source-zuora:flakeCheck FAILED
[python] .venv/bin/python -m pflake8 --config /actions-runner/_work/airbyte/airbyte/pyproject.toml ./
	 ./unit_tests/unit_test.py:6:1: F401 'datetime.datetime' imported but unused

@frans-k before I remove datetime.datetime I want to double check with you since it was added in this PR, is it supposed to be in use somewhere? if not, removing it should get us past the error

airbyte-integrations/connectors/source-zuora/unit_tests/unit_test.py

sh4sh · 2023-04-19T14:26:09Z

/test connector=connectors/source-zuora

🕑 connectors/source-zuora https://github.com/airbytehq/airbyte/actions/runs/4744494361
❌ connectors/source-zuora https://github.com/airbytehq/airbyte/actions/runs/4744494361
🐛 https://gradle.com/s/t67ex5uarmlbq

Build Failed

Test summary info:

=========================== short test summary info ============================
FAILED test_core.py::TestConnection::test_check[inputs0] - AssertionError: as...
FAILED test_core.py::TestDiscovery::test_discover[inputs0] - docker.errors.Co...
ERROR test_core.py::TestDiscovery::test_defined_cursors_exist_in_schema[inputs0]
ERROR test_core.py::TestDiscovery::test_defined_refs_exist_in_schema[inputs0]
ERROR test_core.py::TestDiscovery::test_defined_keyword_exist_in_schema[inputs0-allOf]
ERROR test_core.py::TestDiscovery::test_defined_keyword_exist_in_schema[inputs0-not]
ERROR test_core.py::TestDiscovery::test_primary_keys_exist_in_schema[inputs0]
ERROR test_core.py::TestDiscovery::test_streams_has_sync_modes[inputs0] - doc...
ERROR test_core.py::TestDiscovery::test_additional_properties_is_true[inputs0]
ERROR test_core.py::TestDiscovery::test_backward_compatibility[inputs0] - doc...
ERROR test_core.py::TestBasicRead::test_read[inputs0] - docker.errors.Contain...
ERROR test_full_refresh.py::TestFullRefresh::test_sequential_reads[inputs0]
ERROR test_incremental.py::TestIncremental::test_two_sequential_reads[inputs0]
ERROR test_incremental.py::TestIncremental::test_read_sequential_slices[inputs0]
ERROR test_incremental.py::TestIncremental::test_state_with_abnormally_large_values[inputs0]
============ 2 failed, 25 passed, 40 warnings, 13 errors in 36.32s =============

sh4sh · 2023-04-19T16:33:46Z

It looks like the Zuora integration test credentials need to be refreshed. I've submitted a request to get it investigated.

frans-k · 2023-04-24T09:28:21Z

Just let me know if there's anything I can do, @sh4sh.

jetvp · 2023-04-26T11:13:41Z

Hi @frans-k and @sh4sh,

The "TypeError: 'NoneType' object does not support item assignment" error is caused by a bug in zuora_auth.py not an authentication failure (code is trying to edit a null object to remove a field, instead of building the body and removing the items).

The following version of zuora_auth.py should fix the error:

#
# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
#


from typing import Any, Dict, Mapping

from airbyte_cdk.sources.streams.http.requests_native_auth.oauth import Oauth2Authenticator

from .zuora_endpoint import get_url_base


class OAuth(Oauth2Authenticator):
    def __init__(self, **kwargs):
        super().__init__(**kwargs)
    
    def build_refresh_request_body(self) -> Mapping[str, Any]:
        payload = super().build_refresh_request_body()
        payload.pop("refresh_token")  # Zuora doesn't have Refresh Token parameter
        return payload

class ZuoraAuthenticator:
    def __init__(self, config: Dict):
        self.config = config

    @property
    def url_base(self) -> str:
        return get_url_base(self.config["tenant_endpoint"])

    def get_auth(self) -> OAuth:
        return OAuth(
            token_refresh_endpoint=f"{self.url_base}/oauth/token",
            client_id=self.config["client_id"],
            client_secret=self.config["client_secret"],
            refresh_token='refresh_token',
            grant_type='client_credentials'
        )

frans-k · 2023-04-27T14:45:31Z

Good call @jetvp, fixed the OAuth issue.

Now I'm getting a new issue though. Zuora gets spammed with hundreds of DESCRIBE queries for the single stream I synced. Zuora only keeps a history of 100 queries, so I don't know how many it's done nor how many it could run if I let it.

Posting a short excerpt from the logs, I can't see anything that stands out however.

2023-04-27 14:22:57 INFO i.a.w.i.s.SyncPersistenceImpl(startBackgroundFlushStateTask):168 - starting state flush thread for connectionId 8eb62d62-5ebc-49f1-bb9a-f0ff2df01994
2023-04-27 14:22:57 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@366e837a[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@37b5274b[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@325523d9[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@6f5d2204[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:29+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:29+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:04 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@2d6a09c6[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@33fbfc5f[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@28ab5a12[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@2e601001[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:29+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:29+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:04 WARN i.a.w.i.b.DefaultSyncStatsTracker(updateDestinationStateStats):195 - The message tracker encountered an issue that prevents committed record counts from being reliably computed. This only impacts metadata and does not indicate a problem with actual sync data.
io.airbyte.workers.internal.book_keeping.StateDeltaTracker$StateDeltaTrackerException: State hash -1215753501 was already committed, likely indicating a state hash collision
	at io.airbyte.workers.internal.book_keeping.StateDeltaTracker.commitStateHash(StateDeltaTracker.java:121) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at io.airbyte.workers.internal.book_keeping.DefaultSyncStatsTracker.updateDestinationStateStats(DefaultSyncStatsTracker.java:192) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at io.airbyte.workers.internal.sync_persistence.SyncPersistenceImpl.updateDestinationStateStats(SyncPersistenceImpl.java:426) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at io.airbyte.workers.internal.book_keeping.AirbyteMessageTracker.handleDestinationEmittedState(AirbyteMessageTracker.java:137) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at io.airbyte.workers.internal.book_keeping.AirbyteMessageTracker.acceptFromDestination(AirbyteMessageTracker.java:103) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at io.airbyte.workers.general.DefaultReplicationWorker.lambda$readFromDstRunnable$4(DefaultReplicationWorker.java:319) ~[io.airbyte-airbyte-commons-worker-0.43.1.jar:?]
	at java.util.concurrent.CompletableFuture$AsyncRun.run(CompletableFuture.java:1804) ~[?:?]
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1144) ~[?:?]
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:642) ~[?:?]
	at java.lang.Thread.run(Thread.java:1589) ~[?:?]
2023-04-27 14:23:04 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@53391832[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@3fcc1f0e[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@4dc5a92f[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@638b588e[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:30+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:30+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:10 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@78683445[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@27037029[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@47ef3937[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@7e19466c[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:33+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:33+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:10 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@476a9ff6[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@7b543d0a[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@45cc95d6[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@71528125[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:33+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:33+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:18 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@625435d6[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@3832f8fb[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@19f1b80e[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@7c4f59bc[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:33+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:33+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]
2023-04-27 14:23:18 INFO i.a.w.g.DefaultReplicationWorker(lambda$readFromDstRunnable$4):317 - State in DefaultReplicationWorker from destination: io.airbyte.protocol.models.AirbyteMessage@3ff62966[type=STATE,log=<null>,spec=<null>,connectionStatus=<null>,catalog=<null>,record=<null>,state=io.airbyte.protocol.models.AirbyteStateMessage@10acfb43[type=STREAM,stream=io.airbyte.protocol.models.AirbyteStreamState@4891090[streamDescriptor=io.airbyte.protocol.models.StreamDescriptor@20d3b04[name=revenueeventitem,namespace=<null>,additionalProperties={}],streamState={"updateddate":"2023-02-01T02:01:33+01:00"},additionalProperties={}],global=<null>,data={"revenueeventitem":{"updateddate":"2023-02-01T02:01:33+01:00"}},additionalProperties={}],trace=<null>,control=<null>,additionalProperties={}]

Those last messages are repeated, unclear if they're related to the issue. data={"revenueeventitem":{"updateddate":"2023-02-01T02:07:29+01:00"}} seem to be incremented ever so slightly with each log message.

jetvp · 2023-04-28T01:04:36Z

I came over this issue the other day.

The ZuoraObjectsBase > def get_json_schema(self) should have a cache above it:

    @lru_cache(maxsize=None)
    def get_json_schema(self) -> Mapping[str, Any]:
        """
        Override get_json_schema CDK method to retrieve the schema information for Zuora Object dynamicaly.
        """
        schema = list(ZuoraDescribeObject(self.name, config=self._config).read_records(sync_mode=None))
        return {"type": "object", "properties": {key: d[key] for d in schema for key in d}}

You'll also need to import:

from functools import lru_cache

That means it will only call describe once and use that result for the other rows (instead of firing of an API call for every row!).

I'm currently fixing it to make sure it does not return more than the 50k rows, and itinerates from the last date (but can have that in a separate patch).

jetvp · 2023-05-01T16:26:58Z

@frans-k , let me know if that works for you.

frans-k · 2023-05-19T09:53:50Z

@jetvp Yes, that part seems to work now, which of course means I'm running into new issues.

Unrelated to this PR, but just to share the first new issue:

select *
            from orderaction where
            updateddate >= TIMESTAMP '2023-02-16 00:54:54.000 +01:00' and
            updateddate <= TIMESTAMP '2023-02-20 23:54:54.000 +00:00'
            order by updateddate asc

Fails on dbValue 3 not supported for coreEnumClass CancellationPolicy. Guessing that #2227 is required to fix this on the client side.

Even a table that don't have this issue is failing on something as well:

  File "/usr/local/lib/python3.9/site-packages/airbyte_cdk/sources/streams/http/http.py", line 439, in _read_pages
    request, response = self._fetch_next_page(stream_slice, stream_state, next_page_token)
  File "/usr/local/lib/python3.9/site-packages/airbyte_cdk/sources/streams/http/http.py", line 462, in _fetch_next_page
    response = self._send_request(request, request_kwargs)
  File "/airbyte/integration_code/source_zuora/source.py", line 452, in _send_request
    status = job_check["data"]["queryStatus"]
KeyError: 'data'
,retryable=<null>,timestamp=1684489330161], io.airbyte.config.FailureReason@34348470[failureOrigin=source,failureType=<null>,internalMessage=Source process exited with non-zero exit code 1,externalMessage=Something went wrong within the source connector,metadata=io.airbyte.config.Metadata@454b1d9c[additionalProperties={attemptNumber=0, jobId=120, connector_command=read}],stacktrace=io.airbyte.workers.internal.exception.SourceException: Source process exited with non-zero exit code 1
	at io.airbyte.workers.general.DefaultReplicationWorker.lambda$readFromSrcAndWriteToDstRunnable$7(DefaultReplicationWorker.java:457)
	at java.base/java.util.concurrent.CompletableFuture$AsyncRun.run(CompletableFuture.java:1804)
	at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1144)
	at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:642)
	at java.base/java.lang.Thread.run(Thread.java:1589)
,retryable=<null>,timestamp=1684489330327]],commitStateAsap=true]

Don't have the time today to try and debug this any further.

marcosmarxm · 2023-09-04T17:19:45Z

Sorry the long delay to get this reviewed and merged. Our team is finishing the August Hackathon review contributions in next two weeks and after we're going to return to the community backlog.

sh4sh · 2023-10-03T19:09:51Z

@frans-k circling back to this PR and hoping to get it merged soon. Since it's been a while, I wanted to confirm - are you still interested in continuing this work? Thanks in advance!

marcosmarxm · 2023-11-20T13:16:04Z

Closed because user didn't return last comment. @frans-k let us know if you want to continue the work here.

frans-k added 2 commits March 24, 2023 13:45

Add unit test (red) for expected format on ZuoraObjectsBase.to_dateti…

5264ad7

…me_str

Remove microseconds from ZuoraObjectsBase.to_datetime_str.

08854bc

octavia-squidington-iii added area/connectors Connector related issues bounty community connectors/source/zuora labels Mar 24, 2023

frans-k added 2 commits March 24, 2023 14:11

Reword bug description.

af32ed9

Remove unittest.main() call.

7037d6b

frans-k changed the title ~~Source Zoura: fix decimals in stringified datetimes~~ Source Zuora: fix decimals in stringified datetimes Mar 27, 2023

frans-k and others added 3 commits March 27, 2023 15:49

Test generating str with pendulum instead.

a71aa6d

Add timezone to end_date, seems to go missing when generating str now.

5898c58

Merge branch 'master' into fix-zuora-datetime-format

36bc960

marcosmarxm added the pr-alpha-beta label Apr 14, 2023

marcosmarxm assigned sh4sh Apr 14, 2023

Merge branch 'master' into fix-zuora-datetime-format

9d9aeb2

sh4sh reviewed Apr 19, 2023

View reviewed changes

airbyte-integrations/connectors/source-zuora/unit_tests/unit_test.py Outdated Show resolved Hide resolved

remove unused datetime.datetime import

899e16c

sh4sh mentioned this pull request Apr 19, 2023

Credentials request for Zuora #25324

Open

jetvp mentioned this pull request Apr 20, 2023

Source Zuora: issues with high volume events (10m+ rows using live) #25319

Closed

frans-k and others added 2 commits April 27, 2023 16:26

As suggested by @jetvp, this fixes the issue with OAuth.

9601171

Merge branch 'master' into fix-zuora-datetime-format

9a90550

marcosmarxm unassigned sh4sh May 12, 2023

marcosmarxm added community-legacy and removed community labels May 15, 2023

Cache get_json_schema.

d01c62c

jrolom removed the bounty label Jun 9, 2023

marcosmarxm added team/tse Technical Support Engineers community and removed community-legacy labels Jun 27, 2023

sh4sh mentioned this pull request Jul 18, 2023

CI checks for #24460 #28409

Closed

Merge branch 'master' into fix-zuora-datetime-format

a9e1aa9

marcosmarxm assigned sh4sh Jul 27, 2023

Merge branch 'master' into fix-zuora-datetime-format

348df9f

marcosmarxm closed this Nov 20, 2023

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Source Zuora: fix decimals in stringified datetimes #24460

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