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Remote caching should be a strategy #18245

Open
Tracked by #19904
jmmv opened this issue Apr 27, 2023 · 6 comments
Open
Tracked by #19904

Remote caching should be a strategy #18245

jmmv opened this issue Apr 27, 2023 · 6 comments
Labels
awaiting-user-response Awaiting a response from the author not stale Issues or PRs that are inactive but not considered stale P3 We're not considering working on this, but happy to review a PR. (No assignee) team-Remote-Exec Issues and PRs for the Execution (Remote) team type: feature request

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@jmmv
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jmmv commented Apr 27, 2023

Description of the feature request:

When configuring Bazel to use a remote cache without remote execution, the remote cache is not exposed as a strategy as far as I can tell. (Bazel does print remote-cache in the list of strategies when scheduling an action, but this value cannot be explicitly selected via strategy flags, so it is misleading.)

The use of a remote cache should be a strategy that works well with any other strategy, such as dynamic, and can be selectively enabled for individual actions.

What underlying problem are you trying to solve with this feature?

We are facing two issues when remote caching is enabled:

  1. It is not possible to configure Bazel so that certain actions use the cache and other actions skip it, yet we need to do this for build performance reasons and to minimize network traffic. The remote-cache magic identifier cannot be passed to --strategy. More context in Expose workspace provenance for strategy selection #18244.
  2. It is not possible to combine the use of remote caching with the dynamic strategy. When remote caching is enabled, as soon as Bazel scores a cache hit for an action, it will patiently wait for the outputs of the action to be downloaded. If you consider a "slow" network and very large artifacts, this is a big problem: many times it's silly to wait for the download because re-running the action locally would have generated the output much sooner.

Which operating system are you running Bazel on?

N/A

What is the output of bazel info release?

bazel-6.1.1

If bazel info release returns development version or (@non-git), tell us how you built Bazel.

No response

What's the output of git remote get-url origin; git rev-parse master; git rev-parse HEAD ?

No response

Have you found anything relevant by searching the web?

No response

Any other information, logs, or outputs that you want to share?

No response

@sgowroji sgowroji added team-Remote-Exec Issues and PRs for the Execution (Remote) team Starlark configuration Starlark transitions, build_settings and removed Starlark configuration Starlark transitions, build_settings labels Apr 28, 2023
@larsrc-google
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For point #2, would changing AbstractSpawnStrategy.java:134 to

        spawnRunner.handlesCaching() || stopConcurrentSpawns != null

do it?

@wilwell wilwell added P3 We're not considering working on this, but happy to review a PR. (No assignee) awaiting-user-response Awaiting a response from the author and removed untriaged labels May 9, 2023
@WSUFan
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WSUFan commented May 20, 2023

I have a similar use case where I would like to configure different endpoints for the remote cache and remote executor. For example I have a remote cache service A but remote executor B. The remote executor B has its own implementation of remote cache. And what I want is for Bazel to check the remote cache to see if it has a hit. If not, Bazel will fallback to remote execution, upload all inputs, and let the remote executor perform the jobs. Is this possible in the current version?

@larsrc-google
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@jmmv Forget my previous comment. I'm confused about #2. src/main/java/com/google/devtools/build/lib/exec/AbstractSpawnStrategy.java:144 ought to prevent that problem.

@coeuvre
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coeuvre commented Jun 22, 2023

I have a similar use case where I would like to configure different endpoints for the remote cache and remote executor. For example I have a remote cache service A but remote executor B. The remote executor B has its own implementation of remote cache. And what I want is for Bazel to check the remote cache to see if it has a hit. If not, Bazel will fallback to remote execution, upload all inputs, and let the remote executor perform the jobs. Is this possible in the current version?

This is possible today. The caveat is your remote executor needs to upload the execution result to your remote cache service. Otherwise, Bazel will fail to fetch them after remote execution.

jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Jul 14, 2023
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.
jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Jul 14, 2023
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.
jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Jul 14, 2023
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.
jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Jul 14, 2023
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.
jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Jul 14, 2023
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jun 10, 2024
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jun 20, 2024
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jun 21, 2024
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jun 26, 2024
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jun 28, 2024
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
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Thank you for contributing to the Bazel repository! This issue has been marked as stale since it has not had any activity in the last 1+ years. It will be closed in the next 90 days unless any other activity occurs. If you think this issue is still relevant and should stay open, please post any comment here and the issue will no longer be marked as stale.

@github-actions github-actions bot added the stale Issues or PRs that are stale (no activity for 30 days) label Aug 26, 2024
@coeuvre coeuvre added not stale Issues or PRs that are inactive but not considered stale and removed stale Issues or PRs that are stale (no activity for 30 days) labels Aug 26, 2024
@csmulhern
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Just wanted to add that I think this is an important feature. For projects with smaller codebases but large dependencies, remote caching is only a win when limiting it to the large dependencies; the small projects can be built much faster locally, and incremental runtimes get dominated by artifact uploading. Today, the only real solution is to manually tag everything with "no-remote-cache-upload", which is not practical.

If remote-cache were a strategy, then I believe this could be accomplished with --strategy_regexp, with e.g. something like --strategy_regexp=^external=remote-cache. Then just the current --spawn_strategy value could be used as a fallback in the case of a cache miss.

sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Jan 21, 2025
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
sfc-gh-mgalindo added a commit to Snowflake-Labs/bazel that referenced this issue Feb 8, 2025
    This new flag is similar in spirit to --remote_accept_cached but allows
    being more selective about what's accepted and what's not.

    The specific problem I face is the following: we have a setup where we
    want to use dynamic execution for performance reasons.  However, we know
    some actions in our build (those run by rules_foreign_cc) are not
    deterministic.  To mitigate this, we force the actions that we know are
    not deterministic to run remotely, without dynamic execution, as this
    will prevent exposing the non-determinism for as long as they are cached
    and until we can fix their problems.

    However, we still observe non-deterministic actions in the build and we
    need to diagnose what those are.  To do this, I need to run two builds
    and compare their execlogs.  And I need these builds to continue to
    reuse the non-deterministic artifacts we _already_ know about from the
    cache, but to rerun other local actions from scratch.

    Unfortunately, the fact that "remote-cache" is not a strategy (see
    bazelbuild#18245) makes this very
    difficult to do because, even if I configure certain actions to run
    locally unconditionally, the spawn strategy insists on checking the
    remote cache for them.

    With this new flag, I can run a build where the remote actions remain
    remote but where I disable the dynamic scheduler and force the remaining
    actions to re-run locally.  I'm marking the flag as experimental because
    this feels like a huge kludge to paper over the fact that the remote
    cache should really be a strategy, but isn't.  In other words: this
    flag should go away with a better rearchitecting of the remote caching
    interface.

Upstream PR: bazelbuild#18944
Author: Julio Merino <julio.merino+oss@snowflake.com>
Date:   Fri Jul 14 10:32:41 2023 -0700

Description

Testing
jmmv added a commit to Snowflake-Labs/bazel that referenced this issue Feb 13, 2025
This new flag is similar in spirit to --remote_accept_cached but allows
being more selective about what's accepted and what's not.

The specific problem I face is the following: we have a setup where we
want to use dynamic execution for performance reasons.  However, we know
some actions in our build (those run by rules_foreign_cc) are not
deterministic.  To mitigate this, we force the actions that we know are
not deterministic to run remotely, without dynamic execution, as this
will prevent exposing the non-determinism for as long as they are cached
and until we can fix their problems.

However, we still observe non-deterministic actions in the build and we
need to diagnose what those are.  To do this, I need to run two builds
and compare their execlogs.  And I need these builds to continue to
reuse the non-deterministic artifacts we _already_ know about from the
cache, but to rerun other local actions from scratch.

Unfortunately, the fact that "remote-cache" is not a strategy (see
bazelbuild#18245) makes this very
difficult to do because, even if I configure certain actions to run
locally unconditionally, the spawn strategy insists on checking the
remote cache for them.

With this new flag, I can run a build where the remote actions remain
remote but where I disable the dynamic scheduler and force the remaining
actions to re-run locally.  I'm marking the flag as experimental because
this feels like a huge kludge to paper over the fact that the remote
cache should really be a strategy, but isn't.  In other words: this
flag should go away with a better rearchitecting of the remote caching
interface.

Upstream PR: bazelbuild#18944
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awaiting-user-response Awaiting a response from the author not stale Issues or PRs that are inactive but not considered stale P3 We're not considering working on this, but happy to review a PR. (No assignee) team-Remote-Exec Issues and PRs for the Execution (Remote) team type: feature request
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