🎉 Source Facebook Marketing: improve sleeps time in rate limit handler #10698

vladimir-remar · 2022-02-28T12:27:49Z

What

In our Facebook Marketing connection when we want to do a full refresh sync, this probably will take more than 1 day , the connector reach the rate limite often and it seems the default sleep time it is not enough.

I attached a image when the connector reaches the 100%

How

Set sleeps time to 1min between 90%-95% of usage and set to 5min when the usage is greater than or equal 95%

🚨 User Impact 🚨

Increase of time in connection runs, mostly in a full refresh sync mode, due to this new approach.

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Expand the relevant checklist and delete the others.

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Code reviews completed
Documentation updated
- Connector's README.md
- Connector's bootstrap.md. See description and examples
- Changelog updated in docs/integrations/<source or destination>/<name>.md including changelog. See changelog example
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marcosmarxm · 2022-03-01T20:19:15Z

@vladimir-remar it's possible to run a sync comparing the current method and the method proposed by you? Or, there is any docs in Facebook maybe explaining about the best approach to do rate limit waiting?

vladimir-remar · 2022-03-02T14:21:24Z

@vladimir-remar it's possible to run a sync comparing the current method and the method proposed by you? Or, there is any docs in Facebook maybe explaining about the best approach to do rate limit waiting?

Hello @marcosmarxm Thanks for the answer. We did a sync with (ads_insights, ads_insights_country and ads_insights_platform_and_device), I attached the log, as you will see, with my suggestion the sync will keeps around 90%-94% of usage pausing 1min between requests until usage is low. This increase the success chances otherwise it will fail.
About the Facebook documentation, there is not much to do, you guys already did most of the work with rate liminting.

logs-17365.txt

alafanechere

Hi @vladimir-remar, thank you for this contribution.
I made several suggestions 😄, let me know what you think!

Could you please also:

bump the connector version in the dockerfile and in airbyte-config/init/src/main/resources/seed/source_definitions.yaml
update the changelog in docs/integrations/sources/facebook-marketing.md

alafanechere · 2022-03-04T17:01:46Z

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

    call_rate_threshold = 95  # maximum percentage of call limit utilization
+    min_call_rate_threslold = 90 # minimum percentage of call limit utilization
    pause_interval_minimum = pendulum.duration(minutes=1)  # default pause interval if reached or close to call rate limit
+    pause_interval_minimum_at_max_usage = pendulum.duration(minutes=5)


Suggested change

call_rate_threshold = 95 # maximum percentage of call limit utilization

min_call_rate_threslold = 90 # minimum percentage of call limit utilization

pause_interval_minimum = pendulum.duration(minutes=1) # default pause interval if reached or close to call rate limit

pause_interval_minimum_at_max_usage = pendulum.duration(minutes=5)

MAX_RATE, MAX_PAUSE_INTERVAL = (95, pendulum.duration(minutes=5))

MIN_RATE, MAX_PAUSE_INTERVAL = (90, pendulum.duration(minutes=1)

alafanechere · 2022-03-04T17:04:22Z

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

@@ -104,17 +112,22 @@ def handle_call_rate_limit(self, response, params):
                max_usage = max(max_usage, usage)
                max_pause_interval = max(max_pause_interval, pause_interval)

-            if max_usage > self.call_rate_threshold:
+            if max_usage >= self.call_rate_threshold:


Suggested change

if max_usage >= self.call_rate_threshold:

max_rate, max_sleep_duration = self. min_max_rate_sleep_time["max"]

min_rate, min_sleep_duration = self. min_max_rate_sleep_time["min"]

if max_usage >= max_rate:

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

alafanechere · 2022-03-04T17:14:42Z

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

@@ -87,6 +89,12 @@ def _parse_call_rate_header(headers):

        return usage, pause_interval

+    @staticmethod
+    def sleep_time_handler(usage, pause_interval: pendulum.duration):
+


I think the definition of the custom pause interval according to usage should be determined in this function and not in handle_call_rate_limit.
I'd rename it to compute_pause_interval and make it return the total seconds to sleep. Then I'd call sleep with this value from handle_call_rate_limit. I think it would greatly improve the readability and maintainability of this logic.

@alafanechere Thanks, I did some changes, tell me what you think.

…it_sleeps

vladimir-remar · 2022-03-14T08:15:53Z

Hello @alafanechere let me know if there is something I can do to improve this PR, this change would be a big step for us.

alafanechere · 2022-03-14T17:26:59Z

/test connector=connectors/source-facebook-marketing

alafanechere

Thank you @vladimir-remar for the changes, I still have an important suggestion. Could you please also bump the version in the Dockerfile?

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

alafanechere · 2022-03-14T18:43:34Z

@vladimir-remar could you please fix the conflicts and share the output of your acceptance tests:
./gradlew :airbyte-integrations:connectors:source-facebook-marketing:integrationTest

vladimir-remar · 2022-03-15T12:43:13Z

@vladimir-remar could you please fix the conflicts and share the output of your acceptance tests: ./gradlew :airbyte-integrations:connectors:source-facebook-marketing:integrationTest

Hello @alafanechere the problem here is the quota from the credentials that I have is exhauted, but even with quota I can't inccour in a full refresh run. I'm open to suggestions.

marcosmarxm

small fix and it's ready to merge!

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

alafanechere

Thank you for the changes you made @vladimir-remar. I'm going to run the acceptance tests and merge if they pass.

alafanechere · 2022-03-16T13:44:54Z

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

+        usage = 0
+        pause_interval = self.MIN_PAUSE_INTERVAL

+        if "batch" in params:


nit:

Suggested change

usage = 0

pause_interval = self.MIN_PAUSE_INTERVAL

if "batch" in params:

if "batch" in params:

usage = 0

pause_interval = self.MIN_PAUSE_INTERVAL

alafanechere · 2022-03-16T13:46:37Z

/test connector=connectors/source-facebook-marketing

🕑 connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/1993130973
✅ connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/1993130973
Python tests coverage:

Name                                                 Stmts   Miss  Cover
------------------------------------------------------------------------
source_acceptance_test/utils/__init__.py                 6      0   100%
source_acceptance_test/tests/__init__.py                 4      0   100%
source_acceptance_test/__init__.py                       2      0   100%
source_acceptance_test/tests/test_full_refresh.py       52      2    96%
source_acceptance_test/utils/asserts.py                 37      2    95%
source_acceptance_test/config.py                        74      6    92%
source_acceptance_test/utils/json_schema_helper.py     105     13    88%
source_acceptance_test/utils/common.py                  70     17    76%
source_acceptance_test/utils/compare.py                 62     23    63%
source_acceptance_test/tests/test_core.py              275    106    61%
source_acceptance_test/base.py                          10      4    60%
source_acceptance_test/utils/connector_runner.py       110     48    56%
source_acceptance_test/tests/test_incremental.py        69     38    45%
------------------------------------------------------------------------
TOTAL                                                  876    259    70%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/api.py                               97     13    87%
source_facebook_marketing/streams/base_streams.py             127     27    79%
source_facebook_marketing/streams/common.py                    41     13    68%
source_facebook_marketing/streams/streams.py                   97     32    67%
source_facebook_marketing/source.py                            35     13    63%
source_facebook_marketing/streams/base_insight_streams.py     129     54    58%
source_facebook_marketing/streams/async_job.py                204    128    37%
source_facebook_marketing/streams/async_job_manager.py         74     56    24%
-------------------------------------------------------------------------------
TOTAL                                                         841    336    60%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/async_job.py                204      0   100%
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/source.py                            35      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/streams/common.py                    41      1    98%
source_facebook_marketing/streams/async_job_manager.py         74      3    96%
source_facebook_marketing/streams/base_insight_streams.py     129     13    90%
source_facebook_marketing/api.py                               97     16    84%
source_facebook_marketing/streams/streams.py                   97     22    77%
source_facebook_marketing/streams/base_streams.py             127     30    76%
-------------------------------------------------------------------------------
TOTAL                                                         841     85    90%

alafanechere · 2022-03-16T14:00:45Z

I'm requesting reviews from @sherifnada and @misteryeo because this connector is targeted for GA.

marcosmarxm · 2022-03-18T01:03:22Z

just a comment, this change solves the problem. I saw some clients getting their sync finished because of 100% quota limit and not respecting the correct backoff time. The only drawback is: increase in time to finish the sync.

thanks for this contribution @vladimir-remar

sherifnada

@vladimir-remar could you add unit tests for this functionality please?

misteryeo

LGTM

…it_sleeps

alafanechere

Hey @vladimir-remar I wrote some unit tests for the functions you implemented.
Feel free to review these tests and add more cases if needed.
I have a remaining question about the _compute_pause_interval function that I added in the review comment.

alafanechere · 2022-03-21T12:06:18Z

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py

+        """The sleep time will be calculated based on usage consumed."""
+        if usage >= self.MAX_RATE:
+            return max(self.MAX_PAUSE_INTERVAL, pause_interval)
+        return self.MIN_PAUSE_INTERVAL


Suggested change

return self.MIN_PAUSE_INTERVAL

return max(self.MIN_PAUSE_INTERVAL, pause_interval)

If the usage is lower than the max rate but the pause interval is higher than the default minimum one: don't we want to be conservative and pause for the time the API requests?

If the usage is lower than the max rate but the pause interval is higher than the default minimum one: don't we want to be conservative and pause for the time the API requests?

for sure, the idea is to pause the requests taking into account the time interval that the response returns.

alafanechere · 2022-03-21T12:08:03Z

/test connector=connectors/source-facebook-marketing

🕑 connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2015949287
✅ connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2015949287
Python tests coverage:

Name                                                 Stmts   Miss  Cover
------------------------------------------------------------------------
source_acceptance_test/utils/__init__.py                 6      0   100%
source_acceptance_test/tests/__init__.py                 4      0   100%
source_acceptance_test/__init__.py                       2      0   100%
source_acceptance_test/tests/test_full_refresh.py       52      2    96%
source_acceptance_test/utils/asserts.py                 37      2    95%
source_acceptance_test/config.py                        74      6    92%
source_acceptance_test/utils/json_schema_helper.py     105     13    88%
source_acceptance_test/utils/common.py                  70     17    76%
source_acceptance_test/utils/compare.py                 62     23    63%
source_acceptance_test/tests/test_core.py              275    106    61%
source_acceptance_test/base.py                          10      4    60%
source_acceptance_test/utils/connector_runner.py       110     48    56%
source_acceptance_test/tests/test_incremental.py        69     38    45%
------------------------------------------------------------------------
TOTAL                                                  876    259    70%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/api.py                              101     13    87%
source_facebook_marketing/streams/base_streams.py             127     27    79%
source_facebook_marketing/streams/common.py                    41     13    68%
source_facebook_marketing/streams/streams.py                   97     32    67%
source_facebook_marketing/source.py                            35     13    63%
source_facebook_marketing/streams/base_insight_streams.py     129     54    58%
source_facebook_marketing/streams/async_job.py                204    128    37%
source_facebook_marketing/streams/async_job_manager.py         74     56    24%
-------------------------------------------------------------------------------
TOTAL                                                         845    336    60%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/async_job.py                204      0   100%
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/source.py                            35      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/streams/common.py                    41      1    98%
source_facebook_marketing/streams/async_job_manager.py         74      3    96%
source_facebook_marketing/api.py                              101     10    90%
source_facebook_marketing/streams/base_insight_streams.py     129     13    90%
source_facebook_marketing/streams/streams.py                   97     22    77%
source_facebook_marketing/streams/base_streams.py             127     30    76%
-------------------------------------------------------------------------------
TOTAL                                                         845     79    91%

vladimir-remar · 2022-03-21T13:14:25Z

Hey @vladimir-remar I wrote some unit tests for the functions you implemented. Feel free to review these tests and add more cases if needed. I have a remaining question about the _compute_pause_interval function that I added in the review comment.

@alafanechere thanks for add the unitests

vladimir-remar · 2022-03-21T13:18:44Z

@vladimir-remar could you add unit tests for this functionality please?

@sherifnada thanks to @alafanechere who already did.

alafanechere · 2022-03-21T18:52:28Z

/test connector=connectors/source-facebook-marketing

🕑 connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2018132032
✅ connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2018132032
Python tests coverage:

Name                                                 Stmts   Miss  Cover
------------------------------------------------------------------------
source_acceptance_test/utils/__init__.py                 6      0   100%
source_acceptance_test/tests/__init__.py                 4      0   100%
source_acceptance_test/__init__.py                       2      0   100%
source_acceptance_test/tests/test_full_refresh.py       52      2    96%
source_acceptance_test/utils/asserts.py                 37      2    95%
source_acceptance_test/config.py                        74      6    92%
source_acceptance_test/utils/json_schema_helper.py     105     13    88%
source_acceptance_test/utils/common.py                  70     17    76%
source_acceptance_test/utils/compare.py                 62     23    63%
source_acceptance_test/tests/test_core.py              275    106    61%
source_acceptance_test/base.py                          10      4    60%
source_acceptance_test/utils/connector_runner.py       110     48    56%
source_acceptance_test/tests/test_incremental.py        69     38    45%
------------------------------------------------------------------------
TOTAL                                                  876    259    70%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/api.py                              101     13    87%
source_facebook_marketing/streams/base_streams.py             127     27    79%
source_facebook_marketing/streams/common.py                    41     13    68%
source_facebook_marketing/streams/streams.py                   97     32    67%
source_facebook_marketing/source.py                            35     13    63%
source_facebook_marketing/streams/base_insight_streams.py     129     54    58%
source_facebook_marketing/streams/async_job.py                204    128    37%
source_facebook_marketing/streams/async_job_manager.py         74     56    24%
-------------------------------------------------------------------------------
TOTAL                                                         845    336    60%
Name                                                        Stmts   Miss  Cover
-------------------------------------------------------------------------------
source_facebook_marketing/streams/async_job.py                204      0   100%
source_facebook_marketing/streams/__init__.py                   2      0   100%
source_facebook_marketing/spec.py                              33      0   100%
source_facebook_marketing/source.py                            35      0   100%
source_facebook_marketing/__init__.py                           2      0   100%
source_facebook_marketing/streams/common.py                    41      1    98%
source_facebook_marketing/streams/async_job_manager.py         74      3    96%
source_facebook_marketing/api.py                              101     10    90%
source_facebook_marketing/streams/base_insight_streams.py     129     13    90%
source_facebook_marketing/streams/streams.py                   97     22    77%
source_facebook_marketing/streams/base_streams.py             127     30    76%
-------------------------------------------------------------------------------
TOTAL                                                         845     79    91%

alafanechere

Thanks for your quick reply @vladimir-remar ! I'd love a final review from our connector team.

alafanechere · 2022-03-25T08:01:31Z

/publish connector=connectors/source-facebook-marketing

🕑 connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2038827353
✅ connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/2038827353

…it_sleeps

alafanechere · 2022-03-25T16:09:08Z

Thank you for your contribution and patience @vladimir-remar !

update: improve sleeps time in rate limit handle caller

e56e28a

github-actions bot added the area/connectors Connector related issues label Feb 28, 2022

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alafanechere self-assigned this Mar 4, 2022

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vladimir-remar added 3 commits March 7, 2022 11:43

update: improve sleep time calculation

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Merge branch 'master' into source_facebook_marketing_improve_rate_lim…

e924de1

…it_sleeps

update connector version in source_definitions and docs

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vladimir-remar requested a review from alafanechere March 10, 2022 08:19

vladimir-remar added 2 commits March 10, 2022 11:19

fix conflicts

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fix conflicts

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vladimir-remar added 4 commits March 15, 2022 12:21

update: improve handle_call_rate_limit

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fix conflitcs

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update Dockerfile

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fix: formating

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marcosmarxm approved these changes Mar 16, 2022

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airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/api.py Outdated Show resolved Hide resolved

fix: sleep time in seconds

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vladimir-remar requested a review from marcosmarxm March 16, 2022 08:07

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Merge branch 'master' into source_facebook_marketing_improve_rate_lim…

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…it_sleeps

unit tests

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fix _compute_pause_interval add comparison with time interval

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change unit test according to change

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Merge branch 'master' into source_facebook_marketing_improve_rate_lim…

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…it_sleeps

update source_specs and source_definitions

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Bump Airbyte version from 0.35.60-alpha to 0.35.61-alpha #11478

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🎉 Source Facebook Marketing: improve sleeps time in rate limit handler #10698

🎉 Source Facebook Marketing: improve sleeps time in rate limit handler #10698

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alafanechere commented Mar 25, 2022

-            if max_usage >= self.call_rate_threshold:
+            max_rate, max_sleep_duration =  self. min_max_rate_sleep_time["max"]
+            min_rate, min_sleep_duration =  self. min_max_rate_sleep_time["min"]
+            if max_usage >= max_rate:

	return self.MIN_PAUSE_INTERVAL
	return max(self.MIN_PAUSE_INTERVAL, pause_interval)

🎉 Source Facebook Marketing: improve sleeps time in rate limit handler #10698

🎉 Source Facebook Marketing: improve sleeps time in rate limit handler #10698

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vladimir-remar commented Feb 28, 2022

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