[Core] Fix session_name not reused when GCS restarts + node ip address not set for driver#39211
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rkooo567 wants to merge 46 commits intoray-project:masterfrom
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[Core] Fix session_name not reused when GCS restarts + node ip address not set for driver#39211rkooo567 wants to merge 46 commits intoray-project:masterfrom
rkooo567 wants to merge 46 commits intoray-project:masterfrom
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Signed-off-by: SangBin Cho <rkooo567@gmail.com>
Signed-off-by: SangBin Cho <rkooo567@gmail.com>
rkooo567
requested review from
a team,
DmitriGekhtman,
architkulkarni,
kevin85421,
maxpumperla,
pcmoritz and
wuisawesome
as code owners
larrylian
reviewed
Sep 5, 2023
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| You should also set the OS environment variable ``RAY_external_storage_namespace`` to isolate the data stored in Redis. | ||
| This makes sure that there is no data conflicts if multiple Ray clusters share the same Redis instance. | ||
| ``RAY_external_storage_namespace`` must be an unique ID, and whenever you restart a head node, |
Contributor
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Can we give users an example of unique id or generator code like uuid.uuid4() ?
| self._session_name = f"session_{date_str}_{os.getpid()}" | ||
| else: | ||
| assert not self._default_worker | ||
| session_name = ray._private.utils.internal_kv_get_with_retry( |
Contributor
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（This not a broker) . the behavior of worker node will be changed if worker node also set RAY_external_storage_namespace.
origin:
worker node's session_name always fetch from kv storage.
Now:
If worker node set RAY_external_storage_namespace. worker node's session_name will use RAY_external_storage_namespace first.
If the RAY_external_storage_namespace is set improperly by the user, it can potentially cause issues with the worker nodes.
Contributor
Author
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Sorry @larrylian this was the emergency PR in case we cannot get #39194 in. I think #39194 will work out, so let me close the issue |
Contributor
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ok |
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Why are these changes needed?
This is the PR that combines #37644 and also allows to reuse the session_name when GCS is restarted.
Every GCS HA users are supposed to use
RAY_external_storage_namespace, and we are using this name as a session_name. This also means all the directory will have different style naming when GCS HA is used (instead of session_, it will become session_).Related issue number
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.