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[EventHubs] Performance improvement #7533

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yunhaoling
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@yunhaoling yunhaoling commented Oct 1, 2019

  1. Disable accept
  • Receive settle mode -> ReceiveAndDelete
  • auto_complete -> False
  1. Lazy parse message properties

@adxsdk6
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adxsdk6 commented Oct 1, 2019

Can one of the admins verify this patch?

@yunhaoling yunhaoling changed the title Performance improvement [EventHubs] Performance improvement Oct 1, 2019
@yunhaoling yunhaoling requested a review from bryevdv October 1, 2019 19:06
@bryevdv
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bryevdv commented Oct 1, 2019

@yunhaoling What does the improvement look like with these changes?

@yunhaoling
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yunhaoling commented Oct 1, 2019

Hello @bryevdv ,

After making these changes, async receiving events (without accessing the properties of each event as accessing the properties would require parsing the underlying c_message object), the performance could be 3 times faster then previous eh.

Previously eh parses each underlying c message properties once received.

Partition Count Previously Now
1 2.5k/s 10.1k/s
2 4.1k/s 11.9k/s
4 4.4.k/s 12.3k/s
8 4.4k/s 13.5k/s
16 4.3k/s 13.0k/s
32 4.2k/s 13.4k/s

unit: msg(size of 1024bytes) per second

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bryevdv commented Oct 1, 2019

@yunhaoling nice, thanks. The body of the message is still always accessible, correct? It's just asking for the properties that incurs additional cost?

I would suggest adding some tests that maintain that properties are not filled in unless they are explicitly asked for.

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@bryevdv yes, the body is always accessible. only the properties (message_annotation, delivery_annotation, header, application_properties) needs extra parsing.

no problem.
I'll add some test retrieving properties after finish receiving.

sdk/eventhub/azure-eventhubs/azure/eventhub/common.py Outdated Show resolved Hide resolved
sdk/eventhub/azure-eventhubs/azure/eventhub/common.py Outdated Show resolved Hide resolved
Comment on lines 208 to 209
if self._need_further_parse:
self._parse_message_properties()
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uamqp already lazily loads properties. I guess another lazy loading won't improve much performance

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@yunhaoling yunhaoling Oct 2, 2019

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I'm afraid I have to do the lazy assignment here.
because the parsing actually takes place when properties of message are assigned to events (the property method of message in uamqp will call parse function).
so we need make the assignment lazy too.

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I think we can potentially only put the lazy loading into uamqp... we can discuss offline.

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lazy parsing removed

@yunhaoling yunhaoling marked this pull request as ready for review October 2, 2019 02:57
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Hello @annatisch

as we actually don't need accept messages in EventHubs, can you check whether I can set the auto_complete to be False in EventHubs use case?

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LGTM

sdk/eventhub/azure-eventhubs/azure/eventhub/common.py Outdated Show resolved Hide resolved
Comment on lines 208 to 209
if self._need_further_parse:
self._parse_message_properties()
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I think we can potentially only put the lazy loading into uamqp... we can discuss offline.

@yunhaoling yunhaoling requested a review from annatisch October 2, 2019 22:05
@yunhaoling yunhaoling merged commit f26de12 into Azure:eventhubs_preview4 Oct 2, 2019
YijunXieMS added a commit that referenced this pull request Oct 5, 2019
* [EventHubs] Eventhubs runtime metric (#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (#7575)

* Python EventHubs test code revamp (#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py
iscai-msft pushed a commit to iscai-msft/azure-sdk-for-python that referenced this pull request Oct 7, 2019
* [EventHubs] Eventhubs runtime metric (Azure#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (Azure#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (Azure#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (Azure#7575)

* Python EventHubs test code revamp (Azure#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (Azure#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py
iscai-msft added a commit that referenced this pull request Oct 7, 2019
* switched vault_url to vault_endpoint across key vault

* moved enabled and tags to kwargs

* changed the name parameter for get_policy and update_policy to certificate_name

* updated changelog

* [Core] Updated release notes (#7627)

* Core doc fix (#7638)

* Fix azure-core examples

* Fix azure-core Readme

* Simplify doc

* Kill common.py file

* Remove tracing.ext

* update app config doc (#7618)

* update app config doc

* move match_condition to internal

* [AutoPR] netapp/resource-manager (#7092)

* Generated from 34d744550227bee7b380604d38fc1de6c9af6397 (#7089)

Update netapp.json

* changelog for netapp

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API (#7460)

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* extending pypy timeout. (#7640)

* Eventhubs preview4 merge to master (#7605)

* [EventHubs] Eventhubs runtime metric (#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (#7575)

* Python EventHubs test code revamp (#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py

* Resolve Global Install Errors (#7642)

* swapping all dev_requirements to leverage the non-develop mode. opencensus-tracing will fail if azure-core is installed in dev mode. all the rest of the tests are ok with using non-dev, so this seems to be a good compromise

* Setup core for unified pipelines. (#7577)

* Setup core for unified pipelines.

* Added open census to the core pipeline (can be released independently).

* Publish the packages artifact. (#7643)

* Enable template for unified templates. (#7644)

* Setup template for UP.

* Fixed service directory.

* ensure error_map is used consistently and correctly (#7637)

* switched vault_url to vault_endpoint across key vault

* ran black on keyvault

* reverted <<<HEAD additions to code

* got rid of black changes that broke python 3.5
YijunXieMS added a commit to YijunXieMS/azure-sdk-for-python that referenced this pull request Oct 9, 2019
* [EventHubs] Eventhubs runtime metric (Azure#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (Azure#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (Azure#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (Azure#7575)

* Python EventHubs test code revamp (Azure#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (Azure#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py
YijunXieMS pushed a commit to YijunXieMS/azure-sdk-for-python that referenced this pull request Oct 9, 2019
* switched vault_url to vault_endpoint across key vault

* moved enabled and tags to kwargs

* changed the name parameter for get_policy and update_policy to certificate_name

* updated changelog

* [Core] Updated release notes (Azure#7627)

* Core doc fix (Azure#7638)

* Fix azure-core examples

* Fix azure-core Readme

* Simplify doc

* Kill common.py file

* Remove tracing.ext

* update app config doc (Azure#7618)

* update app config doc

* move match_condition to internal

* [AutoPR] netapp/resource-manager (Azure#7092)

* Generated from 34d744550227bee7b380604d38fc1de6c9af6397 (Azure#7089)

Update netapp.json

* changelog for netapp

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API (Azure#7460)

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* extending pypy timeout. (Azure#7640)

* Eventhubs preview4 merge to master (Azure#7605)

* [EventHubs] Eventhubs runtime metric (Azure#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (Azure#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (Azure#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (Azure#7575)

* Python EventHubs test code revamp (Azure#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (Azure#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py

* Resolve Global Install Errors (Azure#7642)

* swapping all dev_requirements to leverage the non-develop mode. opencensus-tracing will fail if azure-core is installed in dev mode. all the rest of the tests are ok with using non-dev, so this seems to be a good compromise

* Setup core for unified pipelines. (Azure#7577)

* Setup core for unified pipelines.

* Added open census to the core pipeline (can be released independently).

* Publish the packages artifact. (Azure#7643)

* Enable template for unified templates. (Azure#7644)

* Setup template for UP.

* Fixed service directory.

* ensure error_map is used consistently and correctly (Azure#7637)

* switched vault_url to vault_endpoint across key vault

* ran black on keyvault

* reverted <<<HEAD additions to code

* got rid of black changes that broke python 3.5
kristapratico pushed a commit to rakshith91/azure-sdk-for-python that referenced this pull request Oct 9, 2019
* [EventHubs] Eventhubs runtime metric (Azure#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (Azure#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (Azure#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (Azure#7575)

* Python EventHubs test code revamp (Azure#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (Azure#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py
kristapratico pushed a commit to rakshith91/azure-sdk-for-python that referenced this pull request Oct 9, 2019
* switched vault_url to vault_endpoint across key vault

* moved enabled and tags to kwargs

* changed the name parameter for get_policy and update_policy to certificate_name

* updated changelog

* [Core] Updated release notes (Azure#7627)

* Core doc fix (Azure#7638)

* Fix azure-core examples

* Fix azure-core Readme

* Simplify doc

* Kill common.py file

* Remove tracing.ext

* update app config doc (Azure#7618)

* update app config doc

* move match_condition to internal

* [AutoPR] netapp/resource-manager (Azure#7092)

* Generated from 34d744550227bee7b380604d38fc1de6c9af6397 (Azure#7089)

Update netapp.json

* changelog for netapp

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API (Azure#7460)

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* extending pypy timeout. (Azure#7640)

* Eventhubs preview4 merge to master (Azure#7605)

* [EventHubs] Eventhubs runtime metric (Azure#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (Azure#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (Azure#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (Azure#7575)

* Python EventHubs test code revamp (Azure#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (Azure#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py

* Resolve Global Install Errors (Azure#7642)

* swapping all dev_requirements to leverage the non-develop mode. opencensus-tracing will fail if azure-core is installed in dev mode. all the rest of the tests are ok with using non-dev, so this seems to be a good compromise

* Setup core for unified pipelines. (Azure#7577)

* Setup core for unified pipelines.

* Added open census to the core pipeline (can be released independently).

* Publish the packages artifact. (Azure#7643)

* Enable template for unified templates. (Azure#7644)

* Setup template for UP.

* Fixed service directory.

* ensure error_map is used consistently and correctly (Azure#7637)

* switched vault_url to vault_endpoint across key vault

* ran black on keyvault

* reverted <<<HEAD additions to code

* got rid of black changes that broke python 3.5
fengzhou-msft pushed a commit that referenced this pull request Nov 5, 2019
* [EventHubs] Eventhubs runtime metric (#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (#7575)

* Python EventHubs test code revamp (#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py
fengzhou-msft pushed a commit that referenced this pull request Nov 5, 2019
* switched vault_url to vault_endpoint across key vault

* moved enabled and tags to kwargs

* changed the name parameter for get_policy and update_policy to certificate_name

* updated changelog

* [Core] Updated release notes (#7627)

* Core doc fix (#7638)

* Fix azure-core examples

* Fix azure-core Readme

* Simplify doc

* Kill common.py file

* Remove tracing.ext

* update app config doc (#7618)

* update app config doc

* move match_condition to internal

* [AutoPR] netapp/resource-manager (#7092)

* Generated from 34d744550227bee7b380604d38fc1de6c9af6397 (#7089)

Update netapp.json

* changelog for netapp

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API (#7460)

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* ANF-374 update for R5 RP version 2019-07-01 API

* extending pypy timeout. (#7640)

* Eventhubs preview4 merge to master (#7605)

* [EventHubs] Eventhubs runtime metric (#7431)

* runtime metric init commit

* evenhubts-runtime-metric implementation

* Update code, and test and docstring

* Add example code

* Update property name

* Update name to last enqueued event properties

* Eventhubs remove iot and linkredirect (#7450)

* Remove iothub/link-redirect related code

* Remove self._running from consumer and producer

* Remove IoT related params "operation" and "device"

* Remove exception from close()

* add iterator long running test

* small bug fix

* small bug fix

* Fix connection properties bug and format

* Changed product to azure-eventhub in user agent

* Fix a type hint

* Improve stress script

* Print to console configurable

* small changes

* Disable tracking last enqueued event properties for uamqp 1.2.2

* use different consumer group

* fix an issue about consumer group

* fix an issue about consumer group

* Fix a get_properties bug

* [EventHubs] Performance improvement (#7533)

* performance improvement

* batch offset

* Review feedback

* Remove lazy parse in EventData

* Add annotation assertions

* Small fix for missing annotation initialization (#7575)

* Python EventHubs test code revamp (#7594)

* fix pylint error

* fix mypy error

* fix for 2.7

* fix for 2.7

* Sleep 300 seconds to test reconnect

* Remove Pypy from eventhub live test

* Remove Pypy from eventhub live test

* Add "Matrix:"

* Fix bug passing timeout in seconds to uamqp

* update checkpointstore HISTORY

* [EventHubs] Update documentations (#7603)

* Update docs

* Update iothub related description

* Docs update

* Small fix

* Small fix

* revert setup.py

* Resolve Global Install Errors (#7642)

* swapping all dev_requirements to leverage the non-develop mode. opencensus-tracing will fail if azure-core is installed in dev mode. all the rest of the tests are ok with using non-dev, so this seems to be a good compromise

* Setup core for unified pipelines. (#7577)

* Setup core for unified pipelines.

* Added open census to the core pipeline (can be released independently).

* Publish the packages artifact. (#7643)

* Enable template for unified templates. (#7644)

* Setup template for UP.

* Fixed service directory.

* ensure error_map is used consistently and correctly (#7637)

* switched vault_url to vault_endpoint across key vault

* ran black on keyvault

* reverted <<<HEAD additions to code

* got rid of black changes that broke python 3.5
@yunhaoling yunhaoling deleted the performance-improvement branch December 31, 2019 22:00
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