[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446

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zhaoqizqwang merged 1 commit into
aws:mainfrom
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
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[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom
jchatter321:add-hyp-create-ray-dashboard-connection-command

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@jchatter321jchatter321 commented Aug 11, 2026•
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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.

Usage:

hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.

Testing

Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.

Unit tests -

dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
jchatter321 requested a review from a team as a code ownerAugust 11, 2026 16:57
psnilesh
psnilesh reviewed Aug 11, 2026
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py Outdated
if connection_url:
click.echo(connection_url)
else:
click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")

@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.

@jchatter321jchatter321Aug 11, 2026

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Added exception.

psnilesh
psnilesh reviewed Aug 11, 2026
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
"""Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
api_client = _get_eks_api_client()

body = {

@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)

@jchatter321jchatter321Aug 11, 2026

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Added exception below.

@jchatter321
jchatter321force-pushed the add-hyp-create-ray-dashboard-connection-command branch 2 times, most recently from b4aeb21 to 4281c4aCompareAugust 11, 2026 17:29
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@zhaoqizqwang

zhaoqizqwang commented Aug 12, 2026

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Did we update the help message or add documentation for this new command: ray-dashboard-connection?

@jchatter321

jchatter321 commented Aug 12, 2026

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Did we update the help message or add documentation for this new command: ray-dashboard-connection?

We plan to release public documentation containing this information.

@jchatter321jchatter321 changed the title Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
@jchatter321
jchatter321force-pushed the add-hyp-create-ray-dashboard-connection-command branch from 4281c4a to 98d3755CompareAugust 13, 2026 21:17
@jchatter321
jchatter321force-pushed the add-hyp-create-ray-dashboard-connection-command branch from 98d3755 to 0a8d259CompareAugust 13, 2026 21:19
@jchatter321
jchatter321deployed to manual-approval August 13, 2026 21:19 — with GitHub Actions Active
@jchatter321
jchatter321force-pushed the add-hyp-create-ray-dashboard-connection-command branch from 0a8d259 to 6f37c9bCompareAugust 15, 2026 00:05
@jchatter321
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@zhaoqizqwang
zhaoqizqwang merged commit cc1294b into aws:mainAug 17, 2026
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@nargokulnargokul mentioned this pull request Aug 21, 2026
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@zhaoqizqwangzhaoqizqwangzhaoqizqwang approved these changes
@rsareddy0329rsareddy0329rsareddy0329 approved these changes
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
jchatter321
requested a review
from a team
as a code ownerAugust 11, 2026 16:57
psnilesh
psnilesh
reviewed
Aug 11, 2026
View reviewed changes
Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
psnilesh
reviewed
Aug 11, 2026
View reviewed changes
Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
@jchatter321
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
@jchatter321
jchatter321
commented
Aug 12, 2026

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ContributorAuthor
Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
changed the title
Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
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@zhaoqizqwang
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
psnilesh
reviewed
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
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Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
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Aug 11, 2026
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
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Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
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@zhaoqizqwang
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@zhaoqizqwangzhaoqizqwangzhaoqizqwang approved these changes
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
jchatter321
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psnilesh
psnilesh
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View reviewed changes
Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
psnilesh
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Aug 11, 2026
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
@jchatter321
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@zhaoqizqwang
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
@jchatter321
jchatter321
commented
Aug 12, 2026

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ContributorAuthor
Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
changed the title
Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
@jchatter321
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@zhaoqizqwang
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@zhaoqizqwangzhaoqizqwangzhaoqizqwang approved these changes
@rsareddy0329rsareddy0329rsareddy0329 approved these changes

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@jchatter321@zhaoqizqwang@psnilesh@rsareddy0329

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
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psnilesh
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
psnilesh
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
@jchatter321
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
changed the title
Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
@jchatter321
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
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@jchatter321
@jchatter321jchatter321
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Aug 11, 2026•

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Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
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Aug 11, 2026
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Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
@jchatter321
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@zhaoqizqwang
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
@jchatter321
jchatter321
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
changed the title
Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
@jchatter321
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@jchatter321
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@jchatter321
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@zhaoqizqwang
zhaoqizqwang
merged commit cc1294b
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@nargokulnargokul
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Aug 21, 2026
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Reviewers

@zhaoqizqwangzhaoqizqwangzhaoqizqwang approved these changes
@rsareddy0329rsareddy0329rsareddy0329 approved these changes

+1 more reviewer

@psnileshpsnileshpsnilesh approved these changes
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
[DO NOT MERGE] Add hyp create ray-dashboard-connection command - #446
Merged
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Aug 17, 2026
Merged
[DO NOT MERGE] Add hyp create ray-dashboard-connection command#446
zhaoqizqwang merged 1 commit into
aws:mainfrom 
jchatter321:add-hyp-create-ray-dashboard-connection-command
Conversation
@jchatter321
@jchatter321jchatter321
commented
Aug 11, 2026•

edited

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Contributor
Adds a CLI command to create a RayDashboardConnection CR and return the dashboard URL.
Usage:
hyp create ray-dashboard-connection --cluster-name <name> --namespace <ns>

Returns the connection URL from the operator's extension API. Flag --namespace defaults to default namespace if not provided.
Testing
Installed CLI with pip install -e . and successfully generated a RayDashboardConnection using hyp create ray-dashboard-connection --cluster-name my-raycluster.
Unit tests -
dev-dsk-jdchatte-2a-4e225af8 % python -m pytest test/unit_tests/cli/test_ray_dashboard_connection.py -v
✓ hyperpod-cluster-stack-template installed successfully from local directory
==================================== test session starts =====================================
platform linux -- Python 3.12.11, pytest-8.3.2, pluggy-1.6.0 -- /home/jdchatte/.local/share/mise/installs/python/3.12.11/bin/python
cachedir: .pytest_cache
rootdir: /local/home/jdchatte/sagemaker-hyperpod-cli
configfile: setup.cfg
plugins: cov-5.0.0, anyio-4.14.2, order-1.3.0, hydra-core-1.3.2, dependency-0.6.0
collected 8 items test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_success_returns_url PASSED [ 12%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_default_namespace PASSED [ 25%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_empty_url_raises_error PASSED [ 37%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_no_status_raises_error PASSED [ 50%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_api_not_installed PASSED [ 62%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_404_namespace_not_found PASSED [ 75%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_create_403_raises_exception PASSED [ 87%]
test/unit_tests/cli/test_ray_dashboard_connection.py::TestRayDashboardConnectionCommand::test_missing_cluster_name PASSED [100%]<unknown>:33: SyntaxWarning: invalid escape sequence '\/'

@jchatter321
jchatter321
requested a review
from a team
as a code ownerAugust 11, 2026 16:57
psnilesh
psnilesh
reviewed
Aug 11, 2026
View reviewed changes
Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
Outdated

 if connection_url:
 click.echo(connection_url)
 else:
 click.echo(f"RayDashboardConnection created in namespace '{namespace}' for cluster '{cluster_name}'")
@psnileshpsnileshAug 11, 2026

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This can never happen because agg APIs are sychronous. Lets fail with an error message 'contact your administrator' or something when URL is null / empty.
@jchatter321jchatter321Aug 11, 2026

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Added exception.
psnilesh
psnilesh
reviewed
Aug 11, 2026
View reviewed changes
Comment threadsrc/sagemaker/hyperpod/cli/commands/ray_dashboard_connection.py
 """Create a RayDashboardConnection to get a dashboard URL for a RayCluster."""
 api_client = _get_eks_api_client()

 body = {
@psnileshpsnileshAug 11, 2026

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Can we handle the case where the ray endpoint operator is not installed gracefully? If kind RayDashboardConnection is not recognized by the API server, lets instruct customers to install ray-endpoint-operator (we'll come back and link the docs when it's ready)
@jchatter321jchatter321Aug 11, 2026

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Added exception below.
@jchatter321
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@zhaoqizqwang
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Did we update the help message or add documentation for this new command: ray-dashboard-connection?
@jchatter321
jchatter321
commented
Aug 12, 2026

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ContributorAuthor
Did we update the help message or add documentation for this new command: ray-dashboard-connection?
We plan to release public documentation containing this information.
@jchatter321jchatter321
changed the title
Add hyp create ray-dashboard-connection command[DO NOT MERGE] Add hyp create ray-dashboard-connection commandAug 13, 2026
@jchatter321
jchatter321force-pushed
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@jchatter321
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@zhaoqizqwang
zhaoqizqwang
merged commit cc1294b
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5 of 6 checks passed

@nargokulnargokul
mentioned this pull request
Aug 21, 2026
 Merged

3 tasks
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Reviewers

@zhaoqizqwangzhaoqizqwangzhaoqizqwang approved these changes
@rsareddy0329rsareddy0329rsareddy0329 approved these changes

+1 more reviewer

@psnileshpsnileshpsnilesh approved these changes
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