[Inference Operator] Update sample CRD files for v3.1 features - #413

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zicanl-amazon:feature/update-inference-operator-samples
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[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
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zicanl-amazon:feature/update-inference-operator-samples

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@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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[Inference Operator] Update sample CRD files for v3.1 features - #413

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aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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[Inference Operator] Update sample CRD files for v3.1 features - #413

Open
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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[Inference Operator] Update sample CRD files for v3.1 features - #413

Open
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

Copy link
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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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[Inference Operator] Update sample CRD files for v3.1 features - #413

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aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[Inference Operator] Update sample CRD files for v3.1 features - #413

Open
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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Copy Markdown

What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[Inference Operator] Update sample CRD files for v3.1 features - #413

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zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

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@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

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What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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[Inference Operator] Update sample CRD files for v3.1 features - #413

Open
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples
Open

[Inference Operator] Update sample CRD files for v3.1 features#413
zicanl-amazon wants to merge 1 commit into
aws:mainfrom
zicanl-amazon:feature/update-inference-operator-samples

Conversation

@zicanl-amazon

@zicanl-amazonzicanl-amazon commented Apr 22, 2026

Copy link
Copy Markdown

What's changing and why?

Replace 6 stale v1alpha1-era sample files with 20 curated v1 samples from the internal operator repo.

The existing samples did not reflect any of the new CRD features added in v3.1 (PR #412). The new samples demonstrate all customer-facing v3.1 features:

  • HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
  • Kubernetes volume model source
  • ServiceAccount (IRSA) support
  • NVMe + S3 prefetch patterns (on/off, with/without fallback)
  • BYO TLS certificate
  • Health probes (liveness/readiness)
  • Multi-node inference
  • Node affinity scheduling
  • Intelligent routing with KV cache (L1, L1+L2)

Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized with <PLACEHOLDER> values.

Before/After UX

Before:
6 outdated samples from v1alpha1 era — no huggingface, no kubernetesVolume, no serviceAccount, no dataCapture, no health probes.

After:
20 samples covering all customer-facing v3.1 features with clear comments, prerequisites, and placeholder values for easy customization.

How was this change tested?

Sample files are static YAML documentation — no runtime behavior. Validated:

  • All 20 YAML files parse correctly
  • All samples use apiVersion: inference.sagemaker.aws.amazon.com/v1
  • All internal content sanitized (account IDs, bucket names, node IDs)
  • No DPD-related samples included

Are unit tests added?

N/A — sample files are documentation/examples, not executable code.

Are integration tests added?

N/A — sample files are documentation/examples, not executable code.

Reviewer Guidelines

‼️Merge Requirements: PRs with failing integration tests cannot be merged without justification.

One of the following must be true:

  • All automated PR checks pass
  • Failed tests include local run results/screenshots proving they work
  • Changes are documentation-only

Replace 6 stale v1alpha1-era samples with 20 curated v1 samples covering:
- HuggingFace model source (TGI, vLLM, SGLang runtimes, prefetch on/off)
- Kubernetes volume model source
- ServiceAccount (IRSA) support
- NVMe + S3 prefetch patterns (on/off, with/without fallback)
- BYO TLS certificate
- Health probes (liveness/readiness)
- Multi-node inference
- Node affinity scheduling
- Intelligent routing with KV cache (L1, L1+L2)
Internal-only samples excluded (DPD, test fixtures, benchmarks).
All account IDs, personal bucket names, and internal hostnames sanitized.
Signed-off-by: Zican Li <zicanl@amazon.com>
@zicanl-amazon
zicanl-amazon requested a review from a team as a code ownerApril 22, 2026 22:44
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Labels

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Development

Successfully merging this pull request may close these issues.

1 participant

@zicanl-amazon