To expand on Max's point it doesn't concern me that this is a blocker for
AirBnB, but it's not logical behavior and I'm sure many companies rely on
the previous behavior (which I would say is the logically correct one). We
are already running a fork of the release internally so we are unaffected,
I'm more concerned about:
a) Airflow 1.8.0 having a huge issue/regression in behavior that causes a
lot of companies to revert or patch after upgrading.
b) An illogical change being made in Airflow that makes the behavior
non-intuitive.

Here are my PRs to fix the various issues (we might as well merge all of
them in the next RC if we have one):
Here is the fix for the dagruns ending prematurely: https://github.
com/apache/incubator-airflow/pull/2099

Here is the fix for dagruns in a bad state crashing the UI (not a blocker
but might as well include it in the next RC if we create one):
https://github.com/apache/incubator-airflow/pull/2094

Black Squares in UI: No fix yet (will try to work on one shortly) but it's
not a blocker.

Double Trigger Issue That Alex G Mentioned: We have been seeing tasks in
the running state get run by another worker almost exactly 1 hour after
they start running. Double triggers are pretty unacceptable in Airflow, but
I'm not counting this as a blocker because I don't fully understand what it
is happening but it is still pretty scary. Internally we have a patch that
mitigates this to some degree but Alex G is still investigating.

On Thu, Feb 23, 2017 at 1:49 PM, Bolke de Bruin <bdbr...@gmail.com> wrote:

> I’m not particularly against another RC. On the IPMC there were some
> issues mentioned regarding licensing, which probably are blocking as well
> (eg. no LICENSE etc in the tar ball). I found some HighCharts left overs as
> well, while addressing the licensing issues. PR here:
> https://github.com/apache/incubator-airflow/pull/2098 <
> https://github.com/apache/incubator-airflow/pull/2098> , will be merged
> shortly.
>
> I just hope we can get our own vote to pass quickly(!) and not have
> another last minute blocker :P.
>
> Cheers
> Bolke
>
> > On 23 Feb 2017, at 22:41, Maxime Beauchemin <maximebeauche...@gmail.com>
> wrote:
> >
> > IMHO 1 is a blocker. The other issues could have been mitigated but 1 is
> a
> > dealbreaker for Airbnb. We have lots of large, critical DAGs that would
> be
> > in a standstill because of individual task failures, where in reality a
> lot
> > of progress can be made.
> >
> > Airflow should really do as much work as possible and honor the
> > dependencies specified by the user before giving up and requiring
> > intervention.
> >
> > Max
> >
> > On Thu, Feb 23, 2017 at 1:10 PM, Chris Riccomini <criccom...@apache.org>
> > wrote:
> >
> >> My 2c:
> >>
> >> I observed both #1 and #2 in Dan's list. I figured y'all had had a
> >> discussion about the change in behavior. :) In any case, I made my peace
> >> with it, and we've been running happily in production for weeks now, so
> I
> >> personally don't see it as a blocker. Obviously, if it's an issue for
> you
> >> guys at AirBNB, a patch and merge to master is critical, but I still
> think
> >> we should fix this stuff as part of 1.8.1.
> >>
> >> One compelling counter argument to this is that there's a bit of
> whiplash
> >> in terms of behavior, where 1.7.1.* behaves one way, then 1.8.0 behaves
> >> another, then 1.8.1 goes back to the old way again. I guess I'm just not
> >> that worried about it.
> >>
> >> Anyway.. take it or leave it. :)
> >>
> >> Cheers,
> >> Chris
> >>
> >> On Thu, Feb 23, 2017 at 12:31 PM, Bolke de Bruin <bdbr...@gmail.com>
> >> wrote:
> >>
> >>> Gotcha. Will be patient. Good luck.
> >>>
> >>> Bolke
> >>>
> >>>> On 23 Feb 2017, at 21:12, Dan Davydov <dan.davy...@airbnb.com.
> INVALID>
> >>> wrote:
> >>>>
> >>>> Here is an example for 1, you can see that there are some white tasks
> >>> that should have been run. I don't have time to create a skeleton DAG
> at
> >>> the moment unfortunately because of release-related firefighting. Will
> >>> hopefully post back here later once firefighting is done.
> >>>>
> >>>>
> >>>> On Thu, Feb 23, 2017 at 12:00 PM, Bolke de Bruin <bdbr...@gmail.com
> >>> <mailto:bdbr...@gmail.com>> wrote:
> >>>> Hey Dan, Alex,
> >>>>
> >>>> Indeed #1 seems serious, specifically the the second part - skipping
> >> the
> >>> root task (root task of the whole DAG?). Do you have a skeleton DAG
> that
> >>> exposes the issue? Is there a root cause analysis? When was the issue
> >>> introduced? On the the issue Alex mentioned, we don’t see that and I
> >> cannot
> >>> really align the description of the issue with the PR yet, ie. I need
> >>> clarification.
> >>>>
> >>>> Obviously, I’m not very happy if we indeed need to retract the release
> >>> as we are ~12 hours away from closing of the vote at the IPMC
> mailinglist
> >>> (strangely enough no one has voted yet). However, if it is that serious
> >>> that it cannot wait for 1.8.1 then we need to do it. I would define
> >>> “serious” as many people are going to be affected by it and they will
> not
> >>> have a workaround available to them (ie. patching code or database),
> but
> >>> the opinion of the community might differ.
> >>>>
> >>>> Cheers
> >>>> Bolke
> >>>>
> >>>> P.S. I am also interested in #3, as it sounds like a integrity issue
> >>> (which verify_integrity should catch) but also maybe too strong a
> >>> assumption that such a task should exist (ie. a task was added to a Dag
> >> in
> >>> a later stage).
> >>>>
> >>>>
> >>>>> On 23 Feb 2017, at 20:15, Dan Davydov <dan.davy...@airbnb.com
> >> <mailto:
> >>> dan.davy...@airbnb.com>.INVALID> wrote:
> >>>>>
> >>>>> Some more issues found by our users in addition to the one Alex
> >>> reported
> >>>>> and the UI issue when a dagrun doesn't have a start date:
> >>>>> 1. If a task fails it fails the whole dagrun immediately fails, this
> >>> is a
> >>>>> very large change to how control flow works as the rest of the tasks
> >>> in the
> >>>>> DAG are not run (even e.g. leaf tasks). The same is true of the
> >> skipped
> >>>>> status (if a leaf task is skipped then the root task for the DAG will
> >>> get
> >>>>> skipped and none of the other tasks in the DAG will run).
> >>>>> 2. The black squares in the UI for tasks that aren't ready to run yet
> >>> are
> >>>>> confusing and make it hard for users to see which tasks haven't run
> >> yet
> >>>>> (lower contrast). We should never initialize tasks in the DB that do
> >>> not
> >>>>> have a state (or at the least these should be white).
> >>>>> 3. The Dagrun has a get_task_instance method that will fail if a
> >> dagrun
> >>>>> doesn't have a copy of a task instance created which we have seen
> >>> happen
> >>>>> for some DAGs. This prevents those tasks from getting scheduled.
> >>>>>
> >>>>> I already patched 3 (and have a PR in flight for open source), and am
> >>>>> working on a patch for 1 internally. 1 should be a blocker for
> >>> releasing.
> >>>>>
> >>>>> On Wed, Feb 22, 2017 at 4:38 PM, Alex Guziel <alex.guz...@airbnb.com
> >>> <mailto:alex.guz...@airbnb.com>.invalid
> >>>>>> wrote:
> >>>>>
> >>>>>> I have some concern that this change
> >>>>>> https://github.com/apache/incubator-airflow/pull/1939 <
> >>> https://github.com/apache/incubator-airflow/pull/1939>
> >>>>>> [AIRFLOW-679] may be having issues because we are seeing lots of
> >>> double
> >>>>>> triggers
> >>>>>> of tasks and tasks being killed as a result.
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>> On Wed, Feb 22, 2017 4:35 PM, Dan Davydov
> >>> dan.davy...@airbnb.com.INVALID
> >>>>>> wrote:
> >>>>>> Bumping the thread so another user can comment.
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>> On Wed, Feb 22, 2017 at 3:12 PM, Maxime Beauchemin <
> >>>>>>
> >>>>>> maximebeauche...@gmail.com <mailto:maximebeauche...@gmail.com>>
> >>> wrote:
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>>
> >>>>>>> What I meant to ask is "how much engineering effort it takes to
> >> bake
> >>> a
> >>>>>>
> >>>>>>> single RC?", I guess it depends on how much git-fu is necessary
> >> plus
> >>> some
> >>>>>>
> >>>>>>> overhead cost of doing the series of actions/commands/emails/jira.
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>> I can volunteer for 1.8.1 (hopefully I can get do it along another
> >>> Airbnb
> >>>>>>
> >>>>>>> engineer/volunteer to tag along) and will try to document/automate
> >>>>>>
> >>>>>>> everything I can as I go through the process. The goal of 1.8.1
> >>> could be
> >>>>>> to
> >>>>>>
> >>>>>>> basically package 1.8.0 + Dan's bugfix, and for Airbnb to get
> >>> familiar
> >>>>>> with
> >>>>>>
> >>>>>>> the process.
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>> It'd be great if you can dump your whole process on the wiki, and
> >>> we'll
> >>>>>>
> >>>>>>> improve it on this next pass.
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>> Thanks again for the mountain of work that went into packaging this
> >>>>>>
> >>>>>>> release.
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>> Max
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>> On Wed, Feb 22, 2017 at 2:44 PM, Bolke de Bruin <bdbr...@gmail.com
> >>> <mailto:bdbr...@gmail.com>>
> >>>>>> wrote:
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>>>>> I thought you volunteered to baby sit 1.8.1 Chris ;-)?
> >>>>>>
> >>>>>>>>
> >>>>>>
> >>>>>>>> Sent from my iPhone
> >>>>>>
> >>>>>>>>
> >>>>>>
> >>>>>>>>> On 22 Feb 2017, at 23:31, Chris Riccomini <criccom...@apache.org
> >>> <mailto:criccom...@apache.org>>
> >>>>>>
> >>>>>>> wrote:
> >>>>>>
> >>>>>>>>>
> >>>>>>
> >>>>>>>>> I'm +1 for doing a 1.8.1 fast follow-on
> >>>>>>
> >>>>>>>>>
> >>>>>>
> >>>>>>>>> On Wed, Feb 22, 2017 at 2:26 PM, Maxime Beauchemin <
> >>>>>>
> >>>>>>>>> maximebeauche...@gmail.com <mailto:maximebeauche...@gmail.com>>
> >>> wrote:
> >>>>>>
> >>>>>>>>>
> >>>>>>
> >>>>>>>>>> Our database may have edge cases that could be associated with
> >>>>>> running
> >>>>>>
> >>>>>>>> any
> >>>>>>
> >>>>>>>>>> previous version that may or may not have been part of an
> >> official
> >>>>>>
> >>>>>>>> release.
> >>>>>>
> >>>>>>>>>>
> >>>>>>
> >>>>>>>>>> Let's see if anyone else reports the issue. If no one does, one
> >>>>>> option
> >>>>>>
> >>>>>>>> is
> >>>>>>
> >>>>>>>>>> to release 1.8.0 as is with a comment in the release notes, and
> >>>>>> have a
> >>>>>>
> >>>>>>>>>> future official minor apache release 1.8.1 that would fix these
> >>>>>> minor
> >>>>>>
> >>>>>>>>>> issues that are not deal breaker.
> >>>>>>
> >>>>>>>>>>
> >>>>>>
> >>>>>>>>>> @bolke, I'm curious, how long does it take you to go through one
> >>>>>>
> >>>>>>> release
> >>>>>>
> >>>>>>>>>> cycle? Oh, and do you have a documented step by step process for
> >>>>>>
> >>>>>>>> releasing?
> >>>>>>
> >>>>>>>>>> I'd like to add the Pypi part to this doc and add committers
> >> that
> >>>>>> are
> >>>>>>
> >>>>>>>>>> interested to have rights on the project on Pypi.
> >>>>>>
> >>>>>>>>>>
> >>>>>>
> >>>>>>>>>> Max
> >>>>>>
> >>>>>>>>>>
> >>>>>>
> >>>>>>>>>>> On Wed, Feb 22, 2017 at 2:00 PM, Bolke de Bruin <
> >>> bdbr...@gmail.com <mailto:bdbr...@gmail.com>
> >>>>>>>
> >>>>>>
> >>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>> So it is a database integrity issue? Afaik a start_date should
> >>>>>> always
> >>>>>>
> >>>>>>>> be
> >>>>>>
> >>>>>>>>>>> set for a DagRun (create_dagrun) does so I didn't check the
> >> code
> >>>>>>
> >>>>>>>> though.
> >>>>>>
> >>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>> Sent from my iPhone
> >>>>>>
> >>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>> On 22 Feb 2017, at 22:19, Dan Davydov <dan.davy...@airbnb.com
> >>> <mailto:dan.davy...@airbnb.com>.
> >>>>>>
> >>>>>>>> INVALID>
> >>>>>>
> >>>>>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>> Should clarify this occurs when a dagrun does not have a start
> >>>>>> date,
> >>>>>>
> >>>>>>>>>> not
> >>>>>>
> >>>>>>>>>>> a
> >>>>>>
> >>>>>>>>>>>> dag (which makes it even less likely to happen). I don't think
> >>>>>> this
> >>>>>>
> >>>>>>> is
> >>>>>>
> >>>>>>>>>> a
> >>>>>>
> >>>>>>>>>>>> blocker for releasing.
> >>>>>>
> >>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> On Wed, Feb 22, 2017 at 1:15 PM, Dan Davydov <
> >>>>>>
> >>>>>>> dan.davy...@airbnb.com <mailto:dan.davy...@airbnb.com>
> >>>>>>
> >>>>>>>>>
> >>>>>>
> >>>>>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> I rolled this out in our prod and the webservers failed to
> >> load
> >>>>>> due
> >>>>>>
> >>>>>>>> to
> >>>>>>
> >>>>>>>>>>>>> this commit:
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> [AIRFLOW-510] Filter Paused Dags, show Last Run & Trigger Dag
> >>>>>>
> >>>>>>>>>>>>> 7c94d81c390881643f94d5e3d7d6fb351a445b72
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> This fixed it:
> >>>>>>
> >>>>>>>>>>>>> - </a> <span id="statuses_info"
> >>>>>>
> >>>>>>>>>>>>> class="glyphicon glyphicon-info-sign" aria-hidden="true"
> >>>>>>
> >>>>>>> title="Start
> >>>>>>
> >>>>>>>>>>> Date:
> >>>>>>
> >>>>>>>>>>>>> {{last_run.start_date.strftime('%Y-%m-%d %H:%M')}}"></span>
> >>>>>>
> >>>>>>>>>>>>> + </a> <span id="statuses_info"
> >>>>>>
> >>>>>>>>>>>>> class="glyphicon glyphicon-info-sign"
> >>> aria-hidden="true"></span>
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> This is caused by assuming that all DAGs have start dates
> >> set,
> >>>>>> so a
> >>>>>>
> >>>>>>>>>>> broken
> >>>>>>
> >>>>>>>>>>>>> DAG will take down the whole UI. Not sure if we want to make
> >>>>>> this a
> >>>>>>
> >>>>>>>>>>> blocker
> >>>>>>
> >>>>>>>>>>>>> for the release or not, I'm guessing for most deployments
> >> this
> >>>>>>
> >>>>>>> would
> >>>>>>
> >>>>>>>>>>> occur
> >>>>>>
> >>>>>>>>>>>>> pretty rarely. I'll submit a PR to fix it soon.
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> On Tue, Feb 21, 2017 at 9:49 AM, Chris Riccomini <
> >>>>>>
> >>>>>>>>>> criccom...@apache.org <mailto:criccom...@apache.org>
> >>>>>>
> >>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>> Ack that the vote has already passed, but belated +1
> >> (binding)
> >>>>>>
> >>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>> On Tue, Feb 21, 2017 at 7:42 AM, Bolke de Bruin <
> >>>>>>
> >>>>>>> bdbr...@gmail.com <mailto:bdbr...@gmail.com>>
> >>>>>>
> >>>>>>>>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>> IPMC Voting can be found here:
> >>>>>>
> >>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>> http://mail-archives.apache.org/mod_mbox/incubator-
> >> general/
> >>> <http://mail-archives.apache.org/mod_mbox/incubator-general/>
> >>>>>>
> >>>>>>>>>>>>>> 201702.mbox/%
> >>>>>>
> >>>>>>>>>>>>>>> 3c676bdc9f-1b55-4469-92a7-9ff309ad0...@gmail.com <mailto:
> >>> 3c676bdc9f-1b55-4469-92a7-9ff309ad0...@gmail.com>%3e <
> >>>>>>
> >>>>>>>>>>>>>>> http://mail-archives.apache.org/mod_mbox/incubator-
> >> general/
> >>> <http://mail-archives.apache.org/mod_mbox/incubator-general/>
> >>>>>>
> >>>>>>>>>>>>>> 201702.mbox/%
> >>>>>>
> >>>>>>>>>>>>>>> 3c676bdc9f-1b55-4469-92a7-9ff309ad0...@gmail.com <mailto:
> >>> 3c676bdc9f-1b55-4469-92a7-9ff309ad0...@gmail.com>%3E>
> >>>>>>
> >>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>> Kind regards,
> >>>>>>
> >>>>>>>>>>>>>>> Bolke
> >>>>>>
> >>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> On 21 Feb 2017, at 08:20, Bolke de Bruin <
> >> bdbr...@gmail.com
> >>> <mailto:bdbr...@gmail.com>>
> >>>>>>
> >>>>>>>>>> wrote:
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Hello,
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Apache Airflow (incubating) 1.8.0 (based on RC4) has been
> >>>>>>
> >>>>>>>> accepted.
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> 9 “+1” votes received:
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> - Maxime Beauchemin (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Arthur Wiedmer (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Dan Davydov (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Jeremiah Lowin (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Siddharth Anand (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Alex van Boxel (binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Bolke de Bruin (binding)
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> - Jayesh Senjaliya (non-binding)
> >>>>>>
> >>>>>>>>>>>>>>>> - Yi (non-binding)
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Vote thread (start):
> >>>>>>
> >>>>>>>>>>>>>>>> http://mail-archives.apache.org/mod_mbox/incubator- <
> >>> http://mail-archives.apache.org/mod_mbox/incubator->
> >>>>>>
> >>>>>>>>>>>>>>> airflow-dev/201702.mbox/%3cD360D9BE-C358-42A1-9188-
> >>>>>>
> >>>>>>>>>>>>>>> 6c92c31a2...@gmail.com <mailto:6c92c31a2...@gmail.com>%3e
> >> <
> >>> http://mail-archives.apache <http://mail-archives.apache/>.
> >>>>>>
> >>>>>>>>>>>>>>> org/mod_mbox/incubator-airflow-dev/201702.mbox/%
> >> 3C7EB7B6D6-
> >>>>>>
> >>>>>>>>>>>>>> 092E-48D2-AA0F-
> >>>>>>
> >>>>>>>>>>>>>>> 15f44376a...@gmail.com <mailto:15f44376a...@gmail.com>%3E>
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Next steps:
> >>>>>>
> >>>>>>>>>>>>>>>> 1) will start the voting process at the IPMC mailinglist.
> >> I
> >>> do
> >>>>>>
> >>>>>>>>>> expect
> >>>>>>
> >>>>>>>>>>>>>>> some changes to be required mostly in documentation maybe a
> >>>>>>
> >>>>>>> license
> >>>>>>
> >>>>>>>>>>> here
> >>>>>>
> >>>>>>>>>>>>>>> and there. So, we might end up with changes to stable. As
> >>> long
> >>>>>> as
> >>>>>>
> >>>>>>>>>>> these
> >>>>>>
> >>>>>>>>>>>>>> are
> >>>>>>
> >>>>>>>>>>>>>>> not (significant) code changes I will not re-raise the
> >> vote.
> >>>>>>
> >>>>>>>>>>>>>>>> 2) Only after the positive voting on the IPMC and
> >>>>>> finalisation I
> >>>>>>
> >>>>>>>>>> will
> >>>>>>
> >>>>>>>>>>>>>>> rebrand the RC to Release.
> >>>>>>
> >>>>>>>>>>>>>>>> 3) I will upload it to the incubator release page, then
> >> the
> >>>>>> tar
> >>>>>>
> >>>>>>>>>> ball
> >>>>>>
> >>>>>>>>>>>>>>> needs to propagate to the mirrors.
> >>>>>>
> >>>>>>>>>>>>>>>> 4) Update the website (can someone volunteer please?)
> >>>>>>
> >>>>>>>>>>>>>>>> 5) Finally, I will ask Maxime to upload it to pypi. It
> >> seems
> >>>>>> we
> >>>>>>
> >>>>>>>> can
> >>>>>>
> >>>>>>>>>>>>>> keep
> >>>>>>
> >>>>>>>>>>>>>>> the apache branding as lib cloud is doing this as well (
> >>>>>>
> >>>>>>>>>>>>>>> https://libcloud.apache.org/downloads.html#pypi-package <
> >>> https://libcloud.apache.org/downloads.html#pypi-package> <
> >>>>>>
> >>>>>>>>>>>>>>> https://libcloud.apache.org/downloads.html#pypi-package <
> >>> https://libcloud.apache.org/downloads.html#pypi-package>>).
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Jippie!
> >>>>>>
> >>>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>> Bolke
> >>>>>>
> >>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>>
> >>>>>>
> >>>>>>>>>>
> >>>>>>
> >>>>>>>>
> >>>>>>
> >>>>>>>
> >>>>>>
> >>>>
> >>>>
> >>>
> >>>
> >>
>
>

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