Re: How to bes use Google Cloud Storage for logging?

2017-12-20 Thread Kevin Lam
Hi all,

Just a small follow-up to this. Is there a way to store logs exclusively on
remote storage? We would like to avoid local logs from growing and taking
up too much space, with the current set-up it seems local logs still exist
and they are also written remotely.

On Wed, Dec 20, 2017 at 11:44 AM, Kevin Lam  wrote:

> I got it to work, it seems i had mismatched some code (
> airflow/config_templates/airflow_local_settings.py) from the master
> branch in the v1-9-stable branch. Thanks for your help everyone!
>
> On Wed, Dec 20, 2017 at 11:01 AM, Kevin Lam  wrote:
>
>> Hi Ash,
>>
>> That run was at the head of master branch in github:
>>
>> https://github.com/apache/incubator-airflow/blob/master/airf
>> low/utils/log/gcs_task_handler.py#L144
>>
>>
>> On Wed, Dec 20, 2017 at 10:54 AM, Ash Berlin-Taylor <
>> ash_airflowl...@firemirror.com> wrote:
>>
>>> What version are you on? I can't match up the line numbers in this stack
>>> trace to either 1.9.0rc8 or 1.9.0rc2 -- both of which show the 'if old_log
>>> else log' on line 157
>>>
>>> -ash
>>>
>>>
>>> > On 20 Dec 2017, at 15:25, Kevin Lam  wrote:
>>> >
>>> > Thanks Bolke and Feng!
>>> >
>>> > I seem to have a working connection with GCS but it seems there some
>>> error
>>> > occuring in the gcs_task_handler in airflow:
>>> >
>>> > Traceback (most recent call last):
>>> >  File "/usr/local/bin/airflow", line 27, in 
>>> >args.func(args)
>>> >  File "/usr/local/lib/python3.5/dist-packages/airflow/bin/cli.py",
>>> line
>>> > 423, in run
>>> >logging.shutdown()
>>> >  File "/usr/lib/python3.5/logging/__init__.py", line 1882, in shutdown
>>> >h.close()
>>> >  File
>>> > "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gc
>>> s_task_handler.py",
>>> > line 87, in close
>>> >self.gcs_write(log, remote_loc)
>>> >  File
>>> > "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gc
>>> s_task_handler.py",
>>> > line 144, in gcs_write
>>> >log = '\n'.join([old_log, log]) if old_log else log
>>> > UnboundLocalError: local variable 'old_log' referenced before
>>> assignment
>>> >
>>> > I believe the connection is working because the tasks are getting a 404
>>> > instead of 403 when trying to read from remote logs, but they aren't
>>> being
>>> > written because of the above error.
>>> >
>>> > Eg.
>>> >
>>> > *** Unable to read remote log from
>>> > gs:///<...>/2017-12-20T15:21:23.704614+00:00/1.log
>>> > *** >> > https://www.googleapis.com/storage/v1/b//o/<...>F2
>>> 017-12-20T15%3A21%3A23.704614%2B00%3A00%2F1.log?alt=media
>>> > returned "Not Found">
>>> >
>>> >
>>> > On Wed, Dec 20, 2017 at 1:48 AM, Bolke de Bruin 
>>> wrote:
>>> >
>>> >> Both will/should work, master is just cleaner and more manageable.
>>> >>
>>> >> B.
>>> >>
>>> >> Verstuurd vanaf mijn iPad
>>> >>
>>> >>> Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het
>>> >> volgende geschreven:
>>> >>>
>>> >>> Looks like it might be related to
>>> >>> https://github.com/apache/incubator-airflow/commit/
>>> >> 02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
>>> >>> Why isn't this fix on the v1-9 branches? Should I be using master
>>> >> instead?
>>> >>>
>>>  On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam 
>>> >> wrote:
>>> 
>>>  Hi Feng,
>>> 
>>>  Thanks for your help! Got it, will try to push on the python based
>>> >> logging
>>>  config.
>>> 
>>>  I'm trying to set-up the GCS logging on airflow v1-9-stable and my
>>>  logging_config.py seems to be causing a python import error, caused
>>> by
>>>  'from airflow import configuration'
>>> 
>>>  "Initialize database...
>>>  Unable to load the config, contains a configuration error.
>>>  Traceback (most recent call last):
>>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>>    self.importer(used)
>>>  ImportError: No module named 'airflow.utils.log.logging_
>>> >> mixin.RedirectStdHandler';
>>>  'airflow.utils.log.logging_mixin' is not a package
>>> 
>>>  The above exception was the direct cause of the following exception:
>>> 
>>>  Traceback (most recent call last):
>>>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>>>    handler = self.configure_handler(handlers[name])
>>>  File "/usr/lib/python3.5/logging/config.py", line 708, in
>>>  configure_handler
>>>    klass = self.resolve(cname)
>>>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>>>    raise v
>>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>>    self.importer(used)
>>>  ValueError: Cannot resolve 'airflow.utils.log.logging_
>>> >> mixin.RedirectStdHandler':
>>>  No module named 'airflow.utils.log.logging_mix
>>> in.RedirectStdHandler';
>>>  'airflow.utils.log.logging_mixin' is not a package
>>> 
>>>  During handling 

Re: How to bes use Google Cloud Storage for logging?

2017-12-20 Thread Kevin Lam
Hi Ash,

That run was at the head of master branch in github:

https://github.com/apache/incubator-airflow/blob/master/airflow/utils/log/gcs_task_handler.py#L144


On Wed, Dec 20, 2017 at 10:54 AM, Ash Berlin-Taylor <
ash_airflowl...@firemirror.com> wrote:

> What version are you on? I can't match up the line numbers in this stack
> trace to either 1.9.0rc8 or 1.9.0rc2 -- both of which show the 'if old_log
> else log' on line 157
>
> -ash
>
>
> > On 20 Dec 2017, at 15:25, Kevin Lam  wrote:
> >
> > Thanks Bolke and Feng!
> >
> > I seem to have a working connection with GCS but it seems there some
> error
> > occuring in the gcs_task_handler in airflow:
> >
> > Traceback (most recent call last):
> >  File "/usr/local/bin/airflow", line 27, in 
> >args.func(args)
> >  File "/usr/local/lib/python3.5/dist-packages/airflow/bin/cli.py", line
> > 423, in run
> >logging.shutdown()
> >  File "/usr/lib/python3.5/logging/__init__.py", line 1882, in shutdown
> >h.close()
> >  File
> > "/usr/local/lib/python3.5/dist-packages/airflow/utils/
> log/gcs_task_handler.py",
> > line 87, in close
> >self.gcs_write(log, remote_loc)
> >  File
> > "/usr/local/lib/python3.5/dist-packages/airflow/utils/
> log/gcs_task_handler.py",
> > line 144, in gcs_write
> >log = '\n'.join([old_log, log]) if old_log else log
> > UnboundLocalError: local variable 'old_log' referenced before assignment
> >
> > I believe the connection is working because the tasks are getting a 404
> > instead of 403 when trying to read from remote logs, but they aren't
> being
> > written because of the above error.
> >
> > Eg.
> >
> > *** Unable to read remote log from
> > gs:///<...>/2017-12-20T15:21:23.704614+00:00/1.log
> > ***  > https://www.googleapis.com/storage/v1/b//o/<...
> >F2017-12-20T15%3A21%3A23.704614%2B00%3A00%2F1.log?alt=media
> > returned "Not Found">
> >
> >
> > On Wed, Dec 20, 2017 at 1:48 AM, Bolke de Bruin 
> wrote:
> >
> >> Both will/should work, master is just cleaner and more manageable.
> >>
> >> B.
> >>
> >> Verstuurd vanaf mijn iPad
> >>
> >>> Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het
> >> volgende geschreven:
> >>>
> >>> Looks like it might be related to
> >>> https://github.com/apache/incubator-airflow/commit/
> >> 02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
> >>> Why isn't this fix on the v1-9 branches? Should I be using master
> >> instead?
> >>>
>  On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam 
> >> wrote:
> 
>  Hi Feng,
> 
>  Thanks for your help! Got it, will try to push on the python based
> >> logging
>  config.
> 
>  I'm trying to set-up the GCS logging on airflow v1-9-stable and my
>  logging_config.py seems to be causing a python import error, caused by
>  'from airflow import configuration'
> 
>  "Initialize database...
>  Unable to load the config, contains a configuration error.
>  Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>    self.importer(used)
>  ImportError: No module named 'airflow.utils.log.logging_
> >> mixin.RedirectStdHandler';
>  'airflow.utils.log.logging_mixin' is not a package
> 
>  The above exception was the direct cause of the following exception:
> 
>  Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>    handler = self.configure_handler(handlers[name])
>  File "/usr/lib/python3.5/logging/config.py", line 708, in
>  configure_handler
>    klass = self.resolve(cname)
>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>    raise v
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>    self.importer(used)
>  ValueError: Cannot resolve 'airflow.utils.log.logging_
> >> mixin.RedirectStdHandler':
>  No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>  'airflow.utils.log.logging_mixin' is not a package
> 
>  During handling of the above exception, another exception occurred:
> 
>  Traceback (most recent call last):
>  File "/usr/local/bin/airflow", line 16, in 
>    from airflow import configuration
>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py",
> >> line
>  31, in 
>    from airflow import settings
>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py",
> >> line
>  148, in 
>    configure_logging()
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
> >> config.py",
>  line 75, in configure_logging
>    raise e
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
> >> config.py",
>  line 70, in configure_logging
>    dictConfig(logging_config)
>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>    dictConfigClass(config).configure()
> 

Re: How to bes use Google Cloud Storage for logging?

2017-12-20 Thread Ash Berlin-Taylor
What version are you on? I can't match up the line numbers in this stack trace 
to either 1.9.0rc8 or 1.9.0rc2 -- both of which show the 'if old_log else log' 
on line 157

-ash


> On 20 Dec 2017, at 15:25, Kevin Lam  wrote:
> 
> Thanks Bolke and Feng!
> 
> I seem to have a working connection with GCS but it seems there some error
> occuring in the gcs_task_handler in airflow:
> 
> Traceback (most recent call last):
>  File "/usr/local/bin/airflow", line 27, in 
>args.func(args)
>  File "/usr/local/lib/python3.5/dist-packages/airflow/bin/cli.py", line
> 423, in run
>logging.shutdown()
>  File "/usr/lib/python3.5/logging/__init__.py", line 1882, in shutdown
>h.close()
>  File
> "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
> line 87, in close
>self.gcs_write(log, remote_loc)
>  File
> "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
> line 144, in gcs_write
>log = '\n'.join([old_log, log]) if old_log else log
> UnboundLocalError: local variable 'old_log' referenced before assignment
> 
> I believe the connection is working because the tasks are getting a 404
> instead of 403 when trying to read from remote logs, but they aren't being
> written because of the above error.
> 
> Eg.
> 
> *** Unable to read remote log from
> gs:///<...>/2017-12-20T15:21:23.704614+00:00/1.log
> ***  https://www.googleapis.com/storage/v1/b//o/<...>F2017-12-20T15%3A21%3A23.704614%2B00%3A00%2F1.log?alt=media
> returned "Not Found">
> 
> 
> On Wed, Dec 20, 2017 at 1:48 AM, Bolke de Bruin  wrote:
> 
>> Both will/should work, master is just cleaner and more manageable.
>> 
>> B.
>> 
>> Verstuurd vanaf mijn iPad
>> 
>>> Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het
>> volgende geschreven:
>>> 
>>> Looks like it might be related to
>>> https://github.com/apache/incubator-airflow/commit/
>> 02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
>>> Why isn't this fix on the v1-9 branches? Should I be using master
>> instead?
>>> 
 On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam 
>> wrote:
 
 Hi Feng,
 
 Thanks for your help! Got it, will try to push on the python based
>> logging
 config.
 
 I'm trying to set-up the GCS logging on airflow v1-9-stable and my
 logging_config.py seems to be causing a python import error, caused by
 'from airflow import configuration'
 
 "Initialize database...
 Unable to load the config, contains a configuration error.
 Traceback (most recent call last):
 File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
   self.importer(used)
 ImportError: No module named 'airflow.utils.log.logging_
>> mixin.RedirectStdHandler';
 'airflow.utils.log.logging_mixin' is not a package
 
 The above exception was the direct cause of the following exception:
 
 Traceback (most recent call last):
 File "/usr/lib/python3.5/logging/config.py", line 558, in configure
   handler = self.configure_handler(handlers[name])
 File "/usr/lib/python3.5/logging/config.py", line 708, in
 configure_handler
   klass = self.resolve(cname)
 File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
   raise v
 File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
   self.importer(used)
 ValueError: Cannot resolve 'airflow.utils.log.logging_
>> mixin.RedirectStdHandler':
 No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
 'airflow.utils.log.logging_mixin' is not a package
 
 During handling of the above exception, another exception occurred:
 
 Traceback (most recent call last):
 File "/usr/local/bin/airflow", line 16, in 
   from airflow import configuration
 File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py",
>> line
 31, in 
   from airflow import settings
 File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py",
>> line
 148, in 
   configure_logging()
 File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
>> config.py",
 line 75, in configure_logging
   raise e
 File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
>> config.py",
 line 70, in configure_logging
   dictConfig(logging_config)
 File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
   dictConfigClass(config).configure()
 File "/usr/lib/python3.5/logging/config.py", line 566, in configure
   '%r: %s' % (name, e))
 ValueError: Unable to configure handler 'console': Cannot resolve
 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
 'airflow.utils.log.logging_mixin.RedirectStdHandler';
 'airflow.utils.log.logging_mixin' is not a package
 HTTP/1.1 200 OK
 Unable to load the config, contains a configuration error.
 Traceback (most recent call last):
 File 

Re: How to bes use Google Cloud Storage for logging?

2017-12-20 Thread Kevin Lam
Thanks Bolke and Feng!

I seem to have a working connection with GCS but it seems there some error
occuring in the gcs_task_handler in airflow:

Traceback (most recent call last):
  File "/usr/local/bin/airflow", line 27, in 
args.func(args)
  File "/usr/local/lib/python3.5/dist-packages/airflow/bin/cli.py", line
423, in run
logging.shutdown()
  File "/usr/lib/python3.5/logging/__init__.py", line 1882, in shutdown
h.close()
  File
"/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
line 87, in close
self.gcs_write(log, remote_loc)
  File
"/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
line 144, in gcs_write
log = '\n'.join([old_log, log]) if old_log else log
UnboundLocalError: local variable 'old_log' referenced before assignment

I believe the connection is working because the tasks are getting a 404
instead of 403 when trying to read from remote logs, but they aren't being
written because of the above error.

Eg.

*** Unable to read remote log from
gs:///<...>/2017-12-20T15:21:23.704614+00:00/1.log
*** https://www.googleapis.com/storage/v1/b//o/<...>F2017-12-20T15%3A21%3A23.704614%2B00%3A00%2F1.log?alt=media
returned "Not Found">


On Wed, Dec 20, 2017 at 1:48 AM, Bolke de Bruin  wrote:

> Both will/should work, master is just cleaner and more manageable.
>
> B.
>
> Verstuurd vanaf mijn iPad
>
> > Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het
> volgende geschreven:
> >
> > Looks like it might be related to
> > https://github.com/apache/incubator-airflow/commit/
> 02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
> > Why isn't this fix on the v1-9 branches? Should I be using master
> instead?
> >
> >> On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam 
> wrote:
> >>
> >> Hi Feng,
> >>
> >> Thanks for your help! Got it, will try to push on the python based
> logging
> >> config.
> >>
> >> I'm trying to set-up the GCS logging on airflow v1-9-stable and my
> >> logging_config.py seems to be causing a python import error, caused by
> >> 'from airflow import configuration'
> >>
> >> "Initialize database...
> >> Unable to load the config, contains a configuration error.
> >> Traceback (most recent call last):
> >>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> >>self.importer(used)
> >> ImportError: No module named 'airflow.utils.log.logging_
> mixin.RedirectStdHandler';
> >> 'airflow.utils.log.logging_mixin' is not a package
> >>
> >> The above exception was the direct cause of the following exception:
> >>
> >> Traceback (most recent call last):
> >>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
> >>handler = self.configure_handler(handlers[name])
> >>  File "/usr/lib/python3.5/logging/config.py", line 708, in
> >> configure_handler
> >>klass = self.resolve(cname)
> >>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
> >>raise v
> >>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> >>self.importer(used)
> >> ValueError: Cannot resolve 'airflow.utils.log.logging_
> mixin.RedirectStdHandler':
> >> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> >> 'airflow.utils.log.logging_mixin' is not a package
> >>
> >> During handling of the above exception, another exception occurred:
> >>
> >> Traceback (most recent call last):
> >>  File "/usr/local/bin/airflow", line 16, in 
> >>from airflow import configuration
> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py",
> line
> >> 31, in 
> >>from airflow import settings
> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py",
> line
> >> 148, in 
> >>configure_logging()
> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
> config.py",
> >> line 75, in configure_logging
> >>raise e
> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_
> config.py",
> >> line 70, in configure_logging
> >>dictConfig(logging_config)
> >>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
> >>dictConfigClass(config).configure()
> >>  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
> >>'%r: %s' % (name, e))
> >> ValueError: Unable to configure handler 'console': Cannot resolve
> >> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> >> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> >> 'airflow.utils.log.logging_mixin' is not a package
> >> HTTP/1.1 200 OK
> >> Unable to load the config, contains a configuration error.
> >> Traceback (most recent call last):
> >>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> >>self.importer(used)
> >> ImportError: No module named 'airflow.utils.log.logging_
> mixin.RedirectStdHandler';
> >> 'airflow.utils.log.logging_mixin' is not a package
> >>
> >> The above exception was the direct cause of the following exception:
> >>
> 

Re: How to bes use Google Cloud Storage for logging?

2017-12-20 Thread Kevin Lam
Sorry to clarify, this is now on master branch.

On Wed, Dec 20, 2017 at 10:25 AM, Kevin Lam  wrote:

> Thanks Bolke and Feng!
>
> I seem to have a working connection with GCS but it seems there some error
> occuring in the gcs_task_handler in airflow:
>
> Traceback (most recent call last):
>   File "/usr/local/bin/airflow", line 27, in 
> args.func(args)
>   File "/usr/local/lib/python3.5/dist-packages/airflow/bin/cli.py", line
> 423, in run
> logging.shutdown()
>   File "/usr/lib/python3.5/logging/__init__.py", line 1882, in shutdown
> h.close()
>   File 
> "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
> line 87, in close
> self.gcs_write(log, remote_loc)
>   File 
> "/usr/local/lib/python3.5/dist-packages/airflow/utils/log/gcs_task_handler.py",
> line 144, in gcs_write
> log = '\n'.join([old_log, log]) if old_log else log
> UnboundLocalError: local variable 'old_log' referenced before assignment
>
> I believe the connection is working because the tasks are getting a 404
> instead of 403 when trying to read from remote logs, but they aren't being
> written because of the above error.
>
> Eg.
>
> *** Unable to read remote log from gs:///<...>/2017-12-
> 20T15:21:23.704614+00:00/1.log
> *** https://www.googleapis.com/
> storage/v1/b//o/<...>F2017-12-20T15%3A21%3A23.
> 704614%2B00%3A00%2F1.log?alt=media returned "Not Found">
>
>
> On Wed, Dec 20, 2017 at 1:48 AM, Bolke de Bruin  wrote:
>
>> Both will/should work, master is just cleaner and more manageable.
>>
>> B.
>>
>> Verstuurd vanaf mijn iPad
>>
>> > Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het
>> volgende geschreven:
>> >
>> > Looks like it might be related to
>> > https://github.com/apache/incubator-airflow/commit/02ff8ae35
>> dd16e6f23d29d7b24a5fb9c09d0b7a4?
>> > Why isn't this fix on the v1-9 branches? Should I be using master
>> instead?
>> >
>> >> On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam 
>> wrote:
>> >>
>> >> Hi Feng,
>> >>
>> >> Thanks for your help! Got it, will try to push on the python based
>> logging
>> >> config.
>> >>
>> >> I'm trying to set-up the GCS logging on airflow v1-9-stable and my
>> >> logging_config.py seems to be causing a python import error, caused by
>> >> 'from airflow import configuration'
>> >>
>> >> "Initialize database...
>> >> Unable to load the config, contains a configuration error.
>> >> Traceback (most recent call last):
>> >>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>> >>self.importer(used)
>> >> ImportError: No module named 'airflow.utils.log.logging_mix
>> in.RedirectStdHandler';
>> >> 'airflow.utils.log.logging_mixin' is not a package
>> >>
>> >> The above exception was the direct cause of the following exception:
>> >>
>> >> Traceback (most recent call last):
>> >>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>> >>handler = self.configure_handler(handlers[name])
>> >>  File "/usr/lib/python3.5/logging/config.py", line 708, in
>> >> configure_handler
>> >>klass = self.resolve(cname)
>> >>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>> >>raise v
>> >>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>> >>self.importer(used)
>> >> ValueError: Cannot resolve 'airflow.utils.log.logging_mix
>> in.RedirectStdHandler':
>> >> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> >> 'airflow.utils.log.logging_mixin' is not a package
>> >>
>> >> During handling of the above exception, another exception occurred:
>> >>
>> >> Traceback (most recent call last):
>> >>  File "/usr/local/bin/airflow", line 16, in 
>> >>from airflow import configuration
>> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py",
>> line
>> >> 31, in 
>> >>from airflow import settings
>> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py",
>> line
>> >> 148, in 
>> >>configure_logging()
>> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_conf
>> ig.py",
>> >> line 75, in configure_logging
>> >>raise e
>> >>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_conf
>> ig.py",
>> >> line 70, in configure_logging
>> >>dictConfig(logging_config)
>> >>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>> >>dictConfigClass(config).configure()
>> >>  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
>> >>'%r: %s' % (name, e))
>> >> ValueError: Unable to configure handler 'console': Cannot resolve
>> >> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
>> >> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> >> 'airflow.utils.log.logging_mixin' is not a package
>> >> HTTP/1.1 200 OK
>> >> Unable to load the config, contains a configuration error.
>> >> Traceback (most recent call last):
>> >>  File 

Re: How to bes use Google Cloud Storage for logging?

2017-12-19 Thread Bolke de Bruin
Both will/should work, master is just cleaner and more manageable.

B.

Verstuurd vanaf mijn iPad

> Op 19 dec. 2017 om 23:44 heeft Kevin Lam  het volgende 
> geschreven:
> 
> Looks like it might be related to
> https://github.com/apache/incubator-airflow/commit/02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
> Why isn't this fix on the v1-9 branches? Should I be using master instead?
> 
>> On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam  wrote:
>> 
>> Hi Feng,
>> 
>> Thanks for your help! Got it, will try to push on the python based logging
>> config.
>> 
>> I'm trying to set-up the GCS logging on airflow v1-9-stable and my
>> logging_config.py seems to be causing a python import error, caused by
>> 'from airflow import configuration'
>> 
>> "Initialize database...
>> Unable to load the config, contains a configuration error.
>> Traceback (most recent call last):
>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>self.importer(used)
>> ImportError: No module named 
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> 'airflow.utils.log.logging_mixin' is not a package
>> 
>> The above exception was the direct cause of the following exception:
>> 
>> Traceback (most recent call last):
>>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>>handler = self.configure_handler(handlers[name])
>>  File "/usr/lib/python3.5/logging/config.py", line 708, in
>> configure_handler
>>klass = self.resolve(cname)
>>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>>raise v
>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>self.importer(used)
>> ValueError: Cannot resolve 
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler':
>> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> 'airflow.utils.log.logging_mixin' is not a package
>> 
>> During handling of the above exception, another exception occurred:
>> 
>> Traceback (most recent call last):
>>  File "/usr/local/bin/airflow", line 16, in 
>>from airflow import configuration
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
>> 31, in 
>>from airflow import settings
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
>> 148, in 
>>configure_logging()
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
>> line 75, in configure_logging
>>raise e
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
>> line 70, in configure_logging
>>dictConfig(logging_config)
>>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>>dictConfigClass(config).configure()
>>  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
>>'%r: %s' % (name, e))
>> ValueError: Unable to configure handler 'console': Cannot resolve
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> 'airflow.utils.log.logging_mixin' is not a package
>> HTTP/1.1 200 OK
>> Unable to load the config, contains a configuration error.
>> Traceback (most recent call last):
>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>self.importer(used)
>> ImportError: No module named 
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> 'airflow.utils.log.logging_mixin' is not a package
>> 
>> The above exception was the direct cause of the following exception:
>> 
>> Traceback (most recent call last):
>>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>>handler = self.configure_handler(handlers[name])
>>  File "/usr/lib/python3.5/logging/config.py", line 708, in
>> configure_handler
>>klass = self.resolve(cname)
>>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>>raise v
>>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>>self.importer(used)
>> ValueError: Cannot resolve 
>> 'airflow.utils.log.logging_mixin.RedirectStdHandler':
>> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
>> 'airflow.utils.log.logging_mixin' is not a package
>> 
>> During handling of the above exception, another exception occurred:
>> 
>> Traceback (most recent call last):
>>  File "/usr/local/bin/airflow", line 16, in 
>>from airflow import configuration
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
>> 31, in 
>>from airflow import settings
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
>> 148, in 
>>configure_logging()
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
>> line 75, in configure_logging
>>raise e
>>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
>> line 70, in configure_logging
>>dictConfig(logging_config)
>>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>>

Re: How to bes use Google Cloud Storage for logging?

2017-12-19 Thread Bolke de Bruin
You seem to mix master and 1-9-stable. The RedirectStdHandler is only available 
in master.

B.

Verstuurd vanaf mijn iPad

> Op 19 dec. 2017 om 23:37 heeft Kevin Lam  het volgende 
> geschreven:
> 
> Hi Feng,
> 
> Thanks for your help! Got it, will try to push on the python based logging
> config.
> 
> I'm trying to set-up the GCS logging on airflow v1-9-stable and my
> logging_config.py seems to be causing a python import error, caused by
> 'from airflow import configuration'
> 
> "Initialize database...
> Unable to load the config, contains a configuration error.
> Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>self.importer(used)
> ImportError: No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> 
> The above exception was the direct cause of the following exception:
> 
> Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>handler = self.configure_handler(handlers[name])
>  File "/usr/lib/python3.5/logging/config.py", line 708, in
> configure_handler
>klass = self.resolve(cname)
>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>raise v
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>self.importer(used)
> ValueError: Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> 
> During handling of the above exception, another exception occurred:
> 
> Traceback (most recent call last):
>  File "/usr/local/bin/airflow", line 16, in 
>from airflow import configuration
>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
> 31, in 
>from airflow import settings
>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
> 148, in 
>configure_logging()
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 75, in configure_logging
>raise e
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 70, in configure_logging
>dictConfig(logging_config)
>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>dictConfigClass(config).configure()
>  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
>'%r: %s' % (name, e))
> ValueError: Unable to configure handler 'console': Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> HTTP/1.1 200 OK
> Unable to load the config, contains a configuration error.
> Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>self.importer(used)
> ImportError: No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> 
> The above exception was the direct cause of the following exception:
> 
> Traceback (most recent call last):
>  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
>handler = self.configure_handler(handlers[name])
>  File "/usr/lib/python3.5/logging/config.py", line 708, in
> configure_handler
>klass = self.resolve(cname)
>  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
>raise v
>  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
>self.importer(used)
> ValueError: Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> 
> During handling of the above exception, another exception occurred:
> 
> Traceback (most recent call last):
>  File "/usr/local/bin/airflow", line 16, in 
>from airflow import configuration
>  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
> 31, in 
>from airflow import settings
>  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
> 148, in 
>configure_logging()
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 75, in configure_logging
>raise e
>  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 70, in configure_logging
>dictConfig(logging_config)
>  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
>dictConfigClass(config).configure()
>  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
>'%r: %s' % (name, e))
> ValueError: Unable to configure handler 'console': Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package"
> 

Re: How to bes use Google Cloud Storage for logging?

2017-12-19 Thread Kevin Lam
Looks like it might be related to
https://github.com/apache/incubator-airflow/commit/02ff8ae35dd16e6f23d29d7b24a5fb9c09d0b7a4?
Why isn't this fix on the v1-9 branches? Should I be using master instead?

On Tue, Dec 19, 2017 at 5:37 PM, Kevin Lam  wrote:

> Hi Feng,
>
> Thanks for your help! Got it, will try to push on the python based logging
> config.
>
> I'm trying to set-up the GCS logging on airflow v1-9-stable and my
> logging_config.py seems to be causing a python import error, caused by
> 'from airflow import configuration'
>
> "Initialize database...
> Unable to load the config, contains a configuration error.
> Traceback (most recent call last):
>   File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> self.importer(used)
> ImportError: No module named 
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
>
> The above exception was the direct cause of the following exception:
>
> Traceback (most recent call last):
>   File "/usr/lib/python3.5/logging/config.py", line 558, in configure
> handler = self.configure_handler(handlers[name])
>   File "/usr/lib/python3.5/logging/config.py", line 708, in
> configure_handler
> klass = self.resolve(cname)
>   File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
> raise v
>   File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> self.importer(used)
> ValueError: Cannot resolve 
> 'airflow.utils.log.logging_mixin.RedirectStdHandler':
> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
>
> During handling of the above exception, another exception occurred:
>
> Traceback (most recent call last):
>   File "/usr/local/bin/airflow", line 16, in 
> from airflow import configuration
>   File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
> 31, in 
> from airflow import settings
>   File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
> 148, in 
> configure_logging()
>   File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 75, in configure_logging
> raise e
>   File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 70, in configure_logging
> dictConfig(logging_config)
>   File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
> dictConfigClass(config).configure()
>   File "/usr/lib/python3.5/logging/config.py", line 566, in configure
> '%r: %s' % (name, e))
> ValueError: Unable to configure handler 'console': Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
> HTTP/1.1 200 OK
> Unable to load the config, contains a configuration error.
> Traceback (most recent call last):
>   File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> self.importer(used)
> ImportError: No module named 
> 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
>
> The above exception was the direct cause of the following exception:
>
> Traceback (most recent call last):
>   File "/usr/lib/python3.5/logging/config.py", line 558, in configure
> handler = self.configure_handler(handlers[name])
>   File "/usr/lib/python3.5/logging/config.py", line 708, in
> configure_handler
> klass = self.resolve(cname)
>   File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
> raise v
>   File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
> self.importer(used)
> ValueError: Cannot resolve 
> 'airflow.utils.log.logging_mixin.RedirectStdHandler':
> No module named 'airflow.utils.log.logging_mixin.RedirectStdHandler';
> 'airflow.utils.log.logging_mixin' is not a package
>
> During handling of the above exception, another exception occurred:
>
> Traceback (most recent call last):
>   File "/usr/local/bin/airflow", line 16, in 
> from airflow import configuration
>   File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
> 31, in 
> from airflow import settings
>   File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
> 148, in 
> configure_logging()
>   File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 75, in configure_logging
> raise e
>   File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
> line 70, in configure_logging
> dictConfig(logging_config)
>   File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
> dictConfigClass(config).configure()
>   File "/usr/lib/python3.5/logging/config.py", line 566, in configure
> '%r: %s' % (name, e))
> ValueError: Unable to configure handler 'console': Cannot resolve
> 'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
> 

Re: How to bes use Google Cloud Storage for logging?

2017-12-19 Thread Kevin Lam
Hi Feng,

Thanks for your help! Got it, will try to push on the python based logging
config.

I'm trying to set-up the GCS logging on airflow v1-9-stable and my
logging_config.py seems to be causing a python import error, caused by
'from airflow import configuration'

"Initialize database...
Unable to load the config, contains a configuration error.
Traceback (most recent call last):
  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
self.importer(used)
ImportError: No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
handler = self.configure_handler(handlers[name])
  File "/usr/lib/python3.5/logging/config.py", line 708, in
configure_handler
klass = self.resolve(cname)
  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
raise v
  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
self.importer(used)
ValueError: Cannot resolve
'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/local/bin/airflow", line 16, in 
from airflow import configuration
  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
31, in 
from airflow import settings
  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
148, in 
configure_logging()
  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
line 75, in configure_logging
raise e
  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
line 70, in configure_logging
dictConfig(logging_config)
  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
dictConfigClass(config).configure()
  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
'%r: %s' % (name, e))
ValueError: Unable to configure handler 'console': Cannot resolve
'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package
HTTP/1.1 200 OK
Unable to load the config, contains a configuration error.
Traceback (most recent call last):
  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
self.importer(used)
ImportError: No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/lib/python3.5/logging/config.py", line 558, in configure
handler = self.configure_handler(handlers[name])
  File "/usr/lib/python3.5/logging/config.py", line 708, in
configure_handler
klass = self.resolve(cname)
  File "/usr/lib/python3.5/logging/config.py", line 391, in resolve
raise v
  File "/usr/lib/python3.5/logging/config.py", line 384, in resolve
self.importer(used)
ValueError: Cannot resolve
'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/local/bin/airflow", line 16, in 
from airflow import configuration
  File "/usr/local/lib/python3.5/dist-packages/airflow/__init__.py", line
31, in 
from airflow import settings
  File "/usr/local/lib/python3.5/dist-packages/airflow/settings.py", line
148, in 
configure_logging()
  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
line 75, in configure_logging
raise e
  File "/usr/local/lib/python3.5/dist-packages/airflow/logging_config.py",
line 70, in configure_logging
dictConfig(logging_config)
  File "/usr/lib/python3.5/logging/config.py", line 795, in dictConfig
dictConfigClass(config).configure()
  File "/usr/lib/python3.5/logging/config.py", line 566, in configure
'%r: %s' % (name, e))
ValueError: Unable to configure handler 'console': Cannot resolve
'airflow.utils.log.logging_mixin.RedirectStdHandler': No module named
'airflow.utils.log.logging_mixin.RedirectStdHandler';
'airflow.utils.log.logging_mixin' is not a package"

Have you encountered this before?

On Mon, Dec 18, 2017 at 8:53 PM, Feng Lu  wrote:

> Hi Kevin,
>
> Kindly see my reply inline:
>
> On Mon, Dec 18, 2017 at 3:28 PM, Kevin Lam  wrote:
>
> > Hi,
> >
> > I'm trying to get airflow to use GCS for logging purposes and had a few
> > questions.
> >
> > We're currently using Airflow 1.9rc2, running in a 

Re: How to bes use Google Cloud Storage for logging?

2017-12-18 Thread Feng Lu
Hi Kevin,

Kindly see my reply inline:

On Mon, Dec 18, 2017 at 3:28 PM, Kevin Lam  wrote:

> Hi,
>
> I'm trying to get airflow to use GCS for logging purposes and had a few
> questions.
>
> We're currently using Airflow 1.9rc2, running in a Kubernetes Airflow
> deployment (similar to https://github.com/mumoshu/kube-airflow)
>
> 1/ Seems like the logging code has been going through some changes in the
> recent versions. What's the correct way to set up GCS for logging? Is it by
> just specifying remote_base_log_folder and remote_log_conn_id in
> airflow.cfg? Or by following this guide:
> http://airflow.readthedocs.io/en/latest/integration.html#gcp, using the
> python based logging config? Is there an Airflow version that we should use
> to be most stable?
>
The python based logging config is the right place to make changes, in our
test setup, we override the airflow_local_settings.py similarly to the link
you pasted.
You may also want to config: [core]task_log_reader = gcs.task


>
> 2/ Is there a way to encode the connection for GCS in a file so that one
> doesn't have to open the webserver and create it from the admin panel? It'd
> be nice if the GCS connection would be automatically created.
>
Unfortunately GCS connection ties to some GCP project and is impossible to
pre-populate.
Airflow1.9 should fix the gcp connection type issue  (
https://github.com/apache/incubator-airflow/commit/2f107d8a30910fd025774004d5c4c95407ed55c5),
so you can use airflow connections CLI directly.


>
> Thanks in advance for your help!
>