[openstack-dev] [all][requirements] a plan to stop syncing requirements into projects
doug at doughellmann.com
Thu Mar 15 11:03:11 UTC 2018
Back in Barcelona for the Ocata summit I presented a rough outline
of a plan for us to change the way we manage dependencies across
projects so that we can stop syncing them . We've made some
progress, and I think it's time to finish the work so I'm volunteering
to take some of it up during Rocky. This email is meant to rehash
and update the proposal, and fill in some of the missing details.
Let's stop copying exact dependency specifications into all our
projects to allow them to reflect the actual versions of things
they depend on. The constraints system in pip makes this change
safe. We still need to maintain some level of compatibility, so the
existing requirements-check job (run for changes to requirements.txt
within each repo) will change a bit rather than going away completely.
We can enable unit test jobs to verify the lower constraint settings
at the same time that we're doing the other work.
Back in the dark ages of OpenStack development we had a lot of
trouble keeping the dependencies of all of our various projects
configured so they were co-installable. Usually, but not always,
the problems were caused by caps or "exclusions" (version != X) on
dependencies in one project but not in another. Because pip's
dependency resolver does not take into account the versions of
dependencies needed by existing packages, it was quite easy to
install things in the "wrong" order and end up with incompatible
libraries so services wouldn't start or couldn't import plugins.
The first (working) solution to the problem was to develop a
dependency management system based the openstack/requirements
repository. This system and our policies required projects to copy
exactly the settings for all of their dependencies from a global
list managed by a team of reviewers (first the release team, and
later the requirements team). By copying exactly the same settings
into all projects we ensured that they were "co-installable" without
any dependency conflicts. Having a centralized list of dependencies
with a review team also gave us an opportunity to look for duplicates,
packages using incompatible licenses, and otherwise curate the list
of dependencies. More on that later.
Some time after we had the centralized dependency management system
in place, Robert Collins worked with the PyPA folks to add a feature
to pip to constrain installed versions of packages that are actually
installed, while still allowing a range of versions to be specified
in the dependency list. We were then able to to create a list of
"upper constraints" -- the highest, or newest, versions -- of all
of the packages we depend on and set up our test jobs to use that
list to control what is actually installed. This gives us the ability
to say that we need at least version X.Y.Z of a package and to force
the selection of X.Y+1.0 because we want to test with that version.
The constraint feature means that we no longer need to have all of
the dependency specifications match exactly, since we basically
force the installation of a specific version anyway. We've been
running with both constraints and requirements syncing enabled for
a while now, and I think we should stop syncing the settings to
allow projects to let their lower bounds (the minimum versions of
their dependencies) diverge.
That divergence is useful to folks creating packages for just some
of the services, especially when they are going to be deployed in
isolation where co-installability is not required. Skipping the
syncs will also mean we end up releasing fewer versions of stable
libraries, because we won't be raising the minimum supported versions
of their dependencies automatically. That second benefit is my
motivation for focusing on this right now.
We have three primary requirements for managing the dependency list:
1. Maintain a list of co-installable versions of all of our
2. Avoid breaking or deadlocking any of our gate jobs due to
3. Continue to review new dependencies for licensing, redundancy,
I believe the upper-constraints.txt file in openstack/releases
satisfies the first two of these requirements. The third means we
need to continue to *have* a global requirements list, but we can
change how we manage it.
In addition to these hard requirements, it would be nice if we could
test the lower bounds of dependencies in projects to detect when a
project is using a feature of a newer version of a library than
their dependencies indicate. Although that is a bit orthogonal to
the syncing issue, I'm going to describe one way we could do that
because the original plan of keeping a global list of "lower
constraints" breaks our ability to stop syncing the same lower
bounds into all of the projects somewhat.
What I Want to Do
1. Update the requirements-check test job to change the check for
an exact match to be a check for compatibility with the
We would check the value for the dependency from upper-constraints.txt
against the range of allowed values in the project. If the
constraint version is compatible, the dependency range is OK.
This rule means that in order to change the dependency settings
for a project in a way that are incompatible with the constraint,
the constraint (and probably the global requirements list) would
have to be changed first in openstack/requirements. However, if
the change to the dependency is still compatible with the
constraint, no change would be needed in openstack/requirements.
For example, if the global list constraints a library to X.Y.Z
and a project lists X.Y.Z-2 as the minimum version but then needs
to raise that because it needs a feature in X.Y.Z-1, it can do
that with a single patch in-tree.
We also need to change requirements-check to look at the exclusions
to ensure they all appear in the global-requirements.txt list
(the local list needs to be a subset of the global list, but
does not have to match it exactly). We can't have one project
excluding a version that others do not, because we could then
end up with a conflict with the upper constraints list that could
wedge the gate as we had happen in the past.
We also need to verify that projects do not cap dependencies for
the same reason. Caps prevent us from advancing to versions of
dependencies that are "too new" and possibly incompatible. We
can manage caps in the global requirements list, which would
cause that list to calculate the constraints correctly.
This change would immediately allow all projects currently
following the global requirements lists to specify different
lower bounds from that global list, as long as those lower bounds
still allow the dependencies to be co-installable. (The upper
bounds, managed through the upper-constraints.txt list, would
still be built by selecting the newest compatible version because
that is how pip's dependency resolver works.)
2. We should stop syncing dependencies by turning off the
propose-update-requirements job entirely.
Turning off the job will stop the bot from proposing more
dependency updates to projects.
As part of deleting the job we can also remove the "requirements"
case from playbooks/proposal/propose_update.sh, since it won't
need that logic any more. We can also remove the update-requirements
command from the openstack/requirements repository, since that
is the tool that generates the updated list and it won't be
needed if we aren't proposing updates any more.
3. Remove the minimum specifications from the global requirements
list to make clear that the global list is no longer expressing
This clean-up step has been a bit more controversial among the
requirements team, but I think it is a key piece. As the minimum
versions of dependencies diverge within projects, there will no
longer *be* a real global set of minimum values. Tracking a list of
"highest minimums", would either require rebuilding the list from the
settings in all projects, or requiring two patches to change the
minimum version of a dependency within a project.
Maintaining a global list of minimums also implies that we
consider it OK to run OpenStack as a whole with that list. This
message conflicts with the message we've been sending about the
upper constraints list since that was established, which is that
we have a known good list of versions and deploying all of
OpenStack with different versions of those dependencies is
After these 3 steps are done, the requirements team will continue
to maintain the global-requirements.txt and upper-constraints.txt
files, as before. Adding a new dependency to a project will still
involve a review step to add it to the global list so we can monitor
licensing, duplication, python 3 support, etc. But adjusting the
version numbers once that dependency is in the global list will be
Testing Lower Bounds of Dependencies
I don't have any personal interest in us testing against "old"
versions of dependencies, but since the requirements team feels at
least having a plan for such testing in place is a prerequisite for
the other work, here is what I've come up with.
We can define a new test job to run the unit tests under python 3
using a tox environment called "lower-constraints" that is configured
to install the dependencies for the repo using a file lower-constraints.txt
that lives in the project repository.
Then, for each repository listed in projects.txt (~325 today), we
need to add the job to the zuul configuration within the repo. We
don't want to turn the job on voting by default globally for all
of those projects because it would break until the tox environment
was configured. We don't want to turn it on non-voting because then
the infra team would have ~325 patches to review as it was set to
be voting for each repository individually. At some point in the
future, after all of the projects have it enabled in-repo, we can
move that configuration to the project-config repo in 1 patch and
make the lower-constraints job part of the check-requirements job
To configure the job in a given repo we will need to run a few
separate steps to prepare a single patch like
https://review.openstack.org/#/c/550603/ (that patch is experimental
and contains the full job definition, which won't be needed
1. Set up a new tox environment called "lower-constraints" with
base-python set to "python3" and with the deps setting configured
to include a copy of the existing global lower constraints file
from the openstack/requirements repo.
2. Run "tox -e lower-constraints —notest" to build a virtualenv
using the lower constraints.
3. Run ".tox/lower-constraints/bin/pip freeze > lower-constraints.txt"
to create the initial version of the lower-constraints.txt file for
the current repo.
4. Modify the tox settings for lower-constraints to point to the
new file that was generated instead of the global list.
5. Update the zuul configuration to add the new job defined in
The results of those steps can be combined into a single patch and
proposed to the project. To avoid overwhelming zuul's job configuration
resolver, we need to propose the patches in separate batches of
about 10 repos at a time. This is all mostly scriptable, so I will
write a script and propose the patches (unless someone else wants to do
it all -- we need a single person to keep up with how many patches we're
proposing at one time).
The point of creating the initial lower-constraints.txt file is not
necessarily to be "accurate" with the constraints immediately, but
to have something to work from. After the patches are proposed,
please either plan to land them or vote -2 indicating that you don't
want a job like that on that repo. If you want to change the
constraints significantly, please do that in a separate patch. With
~325 of them, I'm not going to be able to keep up with everyone's
separate needs and this is all meant to just establish the initial
version of the job anyway.
For projects that currently only support python 2 we can modify the
proposed patches to not set base-python to use python3.
You will have noticed that this will only apply to unit test jobs.
Projects are free to use the results to add their own functional
test jobs using the same lower-constraints.txt files, but that's
up to them to do.
For the reasons outlined above about why we want divergence, I don't
think it makes much sense to run a full integration job with the
other projects, since their dependency lists may differ.
Sorry for the length of this email, but we don't have a specs repo
for the requirements team and I wanted to put all of the details
of the proposal down in one place for discussion.
Let me know what you think,
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