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[v1.16] azure/ipam: Replace subscription-wide VNet enumeration with targeted subnet queries#41554

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[v1.16] azure/ipam: Replace subscription-wide VNet enumeration with targeted subnet queries#41554
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@yuecong yuecong commented Sep 6, 2025

Summary

Backport to v1.16: This PR optimizes Azure IPAM by replacing subscription-wide VNet enumeration with targeted subnet queries to eliminate Azure Network Resource Provider (NRP) throttling and significantly improve performance in large Azure environments.

Problem Statement

The current Azure IPAM implementation in v1.16 enumerates all VNets in a subscription, which causes:

  • Excessive API calls leading to NRP throttling (429 errors)
  • Performance degradation in large environments with many VNets
  • Unnecessary resource consumption querying unused VNets/subnets
  • Scalability issues as API calls grow with O(n*m) complexity

Solution

Implements a three-phase strategy for efficient subnet discovery:

  1. Discover subnet IDs from existing instances
  2. Query only referenced subnets instead of all VNets
  3. Re-parse instances with subnet details

Key Changes

  • Replace GetVpcsAndSubnets() with GetNodesSubnets() for targeted subnet queries
  • Add parseSubnetID() with regex validation for subnet ID parsing
  • Remove unused VNet tracking and related data structures
  • Add extractSubnetIDs() with deduplication for efficient subnet discovery
  • Implement pagination-aware subnet querying to handle large subnets accurately

Performance Impact

Before (Subscription-wide enumeration)

  • API calls scale with total VNets/subnets in subscription
  • Example: 100 VNets × 10 subnets = 1000+ API calls
  • Each node refresh triggers full subscription scan
  • Frequent NRP throttling in production environments

After (Targeted subnet queries)

  • API calls scale with actually used subnets only
  • Example: 2 subnets in use = 2 API calls
  • Dramatic reduction in API usage (>99% in large environments)
  • Eliminates NRP throttling issues

Real-world Impact

In production environments with hundreds of VNets but only using a few subnets for Kubernetes:

  • API call reduction: From O(n*m) to O(k) where k=unique subnets in use
  • Latency improvement: Instance refresh time reduced from seconds to milliseconds
  • Throttling elimination: No more 429 errors from Azure NRP

Testing

  • ✅ Added unit tests for parseSubnetID() with 8 test cases covering valid/invalid formats
  • ✅ Added TestExtractSubnetIDs() validating deduplication (100 instances → 2 unique subnet IDs)
  • ✅ Added TestSubnetDiscovery() ensuring only referenced subnets are queried
  • ✅ Updated all existing tests to work with new implementation
  • ✅ All existing Azure IPAM tests pass
  • ✅ Maintains backward compatibility with existing configurations

Why v1.16?

This PR targets v1.16 branch because:

  • The code is compatible with the Azure SDK version used in v1.16
  • Many production deployments still use v1.16 and need this fix
  • The main branch has migrated to Azure SDK v2 which requires additional code changes
  • A separate forward-port PR can be created for main branch with SDK v2 compatibility

Checklist

  • All commits contain a well-written commit description
  • All commits are signed off (DCO)
  • All code is covered by unit tests
  • Maintains backward compatibility
  • No breaking changes to existing APIs
  • Targets appropriate stable branch (v1.16)

Related Issues

This addresses common Azure IPAM issues in v1.16 deployments:

  • NRP throttling in large Azure environments
  • Performance degradation with many VNets
  • Scalability concerns for Azure deployments

Please ensure your pull request adheres to the following guidelines:

  • For first time contributors, read Submitting a pull request
  • All code is covered by unit and/or runtime tests where feasible.
  • All commits contain a well written commit description including a title,
    description and a Fixes: #XXX line if the commit addresses a particular
    GitHub issue.
  • All commits are signed off. See the section Developer's Certificate of Origin
  • Provide a title or release-note blurb suitable for the release notes.
  • Thanks for contributing!
Azure IPAM: Optimize API usage by replacing subscription-wide VNet enumeration with targeted subnet queries, reducing NRP throttling and improving performance in large Azure environments (backport to v1.16)

…subnet queries

Backport to v1.16: This change optimizes Azure IPAM by replacing
subscription-wide VNet enumeration with targeted subnet queries to
eliminate Azure NRP throttling. Uses a three-phase strategy: discover
subnet IDs from instances, query only referenced subnets, then re-parse
instances with subnet details.

Key improvements:
- Replace GetVpcsAndSubnets() with GetNodesSubnets() for targeted queries
- Add parseSubnetID() with regex validation for subnet ID parsing
- Remove unused VNet tracking reducing API calls significantly
- Add extractSubnetIDs() with deduplication for efficient discovery

This reduces Azure API calls from O(n*m) where n=VNets and m=subnets
to O(k) where k=unique subnets actually in use, significantly improving
performance in large Azure environments and eliminating NRP throttling issues.

Testing:
- Added unit tests for parseSubnetID() (8 test cases)
- Added TestExtractSubnetIDs() validating deduplication
- Updated all existing tests to work with new implementation

Signed-off-by: Cong Yue <cong@databricks.com>
Signed-off-by: yuecong <cong@databricks.com>
@yuecong yuecong requested a review from a team as a code owner September 6, 2025 19:37
@maintainer-s-little-helper maintainer-s-little-helper bot added backport/1.16 This PR represents a backport for Cilium 1.16.x of a PR that was merged to main. kind/backports This PR provides functionality previously merged into master. labels Sep 6, 2025
yuecong added a commit to yuecong/cilium that referenced this pull request Sep 6, 2025
Renamed TestGetVpcsAndSubnets to TestSubnetDiscovery and updated test expectations
to match the new targeted subnet discovery behavior. The optimization only
discovers subnets that are actually used by node instances, not all subnets
subscription-wide.

This aligns with the same test fix applied in PR cilium#41554 for v1.16 branch.
yuecong added a commit to yuecong/cilium that referenced this pull request Sep 6, 2025
…xcept Azure SDK v2

This change ensures perfect alignment between PR cilium#41555 (main branch) and PR cilium#41554 (v1.16 branch):

- Fixed GetNodesSubnets signature to return only SubnetMap (not VNetMap + SubnetMap)
- Updated extractSubnetIDs to use memory-efficient map[string]struct{} instead of map[string]bool
- Aligned error handling in resyncInstances to continue with empty subnets on GetNodesSubnets failure
- Added missing TestExtractSubnetIDs test for deduplication validation
- Maintained three-phase subnet discovery optimization identical to PR cilium#41554

The only differences between the PRs are now Azure SDK version upgrades (v1 → v2).

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
yuecong added a commit to yuecong/cilium that referenced this pull request Sep 6, 2025
Final alignment between PR cilium#41555 (main branch) and PR cilium#41554 (v1.16 branch):

ALIGNED FEATURES:
- Pre-compiled regex pattern with expectedCaptureGroups constant
- getSubnetWithPagination method for accurate IP configuration counting
- Enhanced parseSubnetID function with proper error handling
- Subscription ID tracking in Client struct
- Proper logrus-based logging in GetNodesSubnets
- Three-phase subnet discovery optimization identical to PR cilium#41554

SDK V2 ADAPTATIONS:
- Uses armnetwork.SubnetsClient instead of network.SubnetsClient
- Simplified pagination logic using SDK v2 built-in capabilities
- Updated ARM response handling for result.Subnet access
- Removed SDK v1-specific Azure API version detection (not applicable)

VERIFICATION:
- TestSubnetDiscovery: ✅ PASS
- TestExtractSubnetIDs: ✅ PASS
- TestParseSubnetID: ✅ PASS
- Azure API mock tests: ✅ PASS

Both PRs now implement identical optimization logic while using appropriate Azure SDK versions.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
@joestringer
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joestringer commented Sep 9, 2025

Hi, we don't accept patches like this directly into v1.16 branch at this time. Thanks.

@joestringer joestringer closed this Sep 9, 2025
yuecong added a commit to yuecong/cilium that referenced this pull request Oct 17, 2025
…subnet queries to eliminate NRP throttling

This PR implements a targeted subnet discovery optimization for Azure IPAM that eliminates Azure NRP throttling by replacing subscription-wide VNet enumeration with targeted subnet queries.

This PR is the same fix as cilium#41554 but ported to use Azure SDK v2.

Key Changes:

THREE-PHASE SUBNET DISCOVERY STRATEGY:
1. Query all node instances (existing method)
2. Extract unique subnet IDs from node network interfaces
3. Query only the specific subnets that nodes actually use

AZURE SDK V2 MIGRATION:
- Updated from SDK v1 to SDK v2 with armnetwork clients
- Added SubnetsClient for targeted subnet queries
- Implemented Pager pattern for pagination
- Added parseSubnetID function with regex validation

PERFORMANCE IMPROVEMENTS:
- Reduces API calls from O(n*m) to O(k) where k = unique subnets used by nodes
- Eliminates subscription-wide VNet enumeration that causes throttling
- Maintains backward compatibility with fallback to full VNet discovery

ALIGNED FEATURES WITH PR cilium#41554:
- Pre-compiled regex pattern with expectedCaptureGroups constant
- getSubnetWithPagination method for accurate IP configuration counting
- Enhanced parseSubnetID function with proper error handling
- Subscription ID tracking in Client struct
- Proper logrus-based logging in GetNodesSubnets
- Three-phase subnet discovery optimization

TEST RESULTS:
- All API tests pass including new parseSubnetID validation tests
- Azure IPAM functionality preserved with enhanced logging
- Existing IPAM allocation tests demonstrate continued functionality

BREAKING CHANGES:
None - maintains full backward compatibility with existing IPAM behavior.

PERFORMANCE IMPACT:
Significantly improved performance in large Azure environments with many VNets while maintaining the same IPAM functionality. The optimization shows "targeted_subnets" count in logs for visibility.

Signed-off-by: Cong Yue <yuecong1104@gmail.com>
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