Field-Level Ignore

Use ignoreFields to exclude specific resource fields from Lynq's synchronization loop — letting HPA, other controllers, or manual changes own those fields while Lynq manages the rest.

LynqForm

deployments:

- id: app

ignoreFields:

- "$.spec.replicas"🔒

spec:

apiVersion: apps/v1

kind: Deployment

spec:

replicas: 3ignored

template:

spec:

containers:

- image: 1.20managed

LynqNode

spec:

deployments:

- id: app

ignoreFields:

- "$.spec.replicas"🔒

spec:

replicas: 3ignored

template:

spec:

containers:

- image: 1.20

Deployment

spec:

replicas: 3🔒ignored

template:

spec:

containers:

- image: 1.20

Why ignoreFields Exists

Standard CreationPolicy options are too coarse-grained:

Once: Creates resource once, never syncs any fields (all-or-nothing)
WhenNeeded (default): Continuously syncs all fields

Real-world scenario: You want HPA to dynamically control spec.replicas, but still want the operator to manage container images, environment variables, and other configuration.

Usage

The ignoreFields array accepts standard JSONPath expressions to specify which fields should be excluded from synchronization.

yaml

apiVersion: operator.lynq.sh/v1
kind: LynqForm
spec:
  deployments:
    - id: web-app
      creationPolicy: WhenNeeded  # Default - continues syncing
      ignoreFields:
        - "$.spec.replicas"  # Let HPA control this
        - "$.spec.template.spec.containers[0].resources"  # Allow manual tuning
      spec:
        apiVersion: apps/v1
        kind: Deployment
        metadata:
          name: "{{ .uid }}-web"
        spec:
          replicas: 3  # Initial value, then ignored
          template:
            spec:
              containers:
                - name: app
                  image: "nginx:{{ .version }}"  # Continues to sync

Reconciliation Behavior

Initial Creation

When a resource is first created:

✅ All fields (including ignored ones) are applied
✅ Resource created with complete specification

Subsequent Reconciliations

When the resource already exists:

🔍 Operator detects resource exists
🗑️ Removes ignored fields from desired state
✅ Applies only non-ignored fields via SSA
✨ Result: Ignored fields preserve cluster values, others sync to template

Example Scenario

Step 1: Initial Deployment

Template:

yaml

ignoreFields: ["$.spec.replicas"]
spec:
  replicas: 3
  template:
    spec:
      containers:
        - name: app
          image: nginx:1.20

Result: Deployment created with replicas: 3, image: nginx:1.20

Step 2: HPA Scales Up

HPA scales deployment to replicas: 5

Step 3: Template Update

Template updated:

yaml

ignoreFields: ["$.spec.replicas"]
spec:
  replicas: 3  # Template still shows 3
  template:
    spec:
      containers:
        - name: app
          image: nginx:1.21  # Image updated

Step 4: Reconciliation

Cluster state: replicas: 5, image: nginx:1.20
Desired state: replicas: 3, image: nginx:1.21
Operator removes replicas from desired state
Operator applies: image: nginx:1.21 only

Final Result:

✅ replicas: 5 (preserved - HPA in control)
✅ image: nginx:1.21 (synced - operator in control)

Supported JSONPath Expressions

This feature uses the ojg/jp library, providing complete JSONPath standard support.

yaml

ignoreFields:
  # Simple field
  - "$.spec.replicas"

  # Nested field
  - "$.spec.template.spec.securityContext"

  # Deeply nested field
  - "$.spec.template.spec.containers[0].image"

Array Element Access

yaml

ignoreFields:
  # First container's image
  - "$.spec.template.spec.containers[0].image"

  # Second container's resources
  - "$.spec.template.spec.containers[1].resources"

  # Init container resources
  - "$.spec.template.spec.initContainers[0].resources"

Wildcard Support

yaml

ignoreFields:
  # All containers' images
  - "$.spec.template.spec.containers[*].image"

  # All containers' environment variables
  - "$.spec.template.spec.containers[*].env"

  # All init containers' resources
  - "$.spec.template.spec.initContainers[*].resources"

Map Keys with Special Characters

yaml

ignoreFields:
  # Annotation with dots and slashes
  - "$.metadata.annotations['app.kubernetes.io/version']"

  # Label with special chars
  - "$.metadata.labels['app.kubernetes.io/managed-by']"

  # ConfigMap data key
  - "$.data['application.properties']"

Common Use Cases

1. HPA-Controlled Replicas

Let HPA manage scaling while operator manages configuration:

yaml

deployments:
  - id: api-server
    ignoreFields:
      - "$.spec.replicas"
    spec:
      replicas: 3  # Initial/default value
      # ... rest of spec

2. Manual Resource Tuning

Allow manual resource adjustments while syncing code changes:

yaml

deployments:
  - id: backend
    ignoreFields:
      - "$.spec.template.spec.containers[0].resources"
    spec:
      template:
        spec:
          containers:
            - name: app
              image: "backend:{{ .version }}"  # Syncs
              resources:  # Ignored after creation
                limits:
                  memory: "2Gi"

3. Multiple Containers

Different ignore policies per container:

yaml

deployments:
  - id: multi-container-app
    ignoreFields:
      # Main app: ignore resources
      - "$.spec.template.spec.containers[0].resources"
      # Sidecar: ignore image (updated separately)
      - "$.spec.template.spec.containers[1].image"
    spec:
      template:
        spec:
          containers:
            - name: app
              image: "app:latest"
            - name: sidecar
              image: "sidecar:stable"

4. Bulk Ignoring with Wildcards

Ignore same field across all containers:

yaml

deployments:
  - id: microservice
    ignoreFields:
      # All containers can be manually scaled
      - "$.spec.template.spec.containers[*].resources.limits"
      # All containers' liveness probes can be tuned
      - "$.spec.template.spec.containers[*].livenessProbe"

Validation

Admission Webhook

JSONPath expressions are validated at admission time:

bash

# Valid
ignoreFields: ["$.spec.replicas"]  ✅

# Invalid - missing $ prefix
ignoreFields: ["spec.replicas"]  ❌
Error: invalid JSONPath "spec.replicas"

# Invalid - malformed bracket
ignoreFields: ["$[invalid"]  ❌
Error: invalid JSONPath "$[invalid"

Runtime Behavior

Non-existent paths: Silently skipped (no error)
Array out of bounds: Silently skipped (no error)
Type mismatches: Silently skipped (no error)

This graceful handling ensures reconciliation continues even if ignored fields don't exist.

Interaction with Policies

CreationPolicy: Once

When combined with CreationPolicy: Once, ignoreFields has no effect:

yaml

deployments:
  - id: init-job
    creationPolicy: Once
    ignoreFields: ["$.spec.replicas"]  # No effect - resource never reconciled

Reason: Once policy means resource is created once and never touched again, so field-level control is irrelevant.

ConflictPolicy

Ignored fields do not participate in conflict detection:

yaml

deployments:
  - id: app
    conflictPolicy: Stuck
    ignoreFields: ["$.spec.replicas"]

If another controller modifies replicas, no conflict is detected because it's ignored.

DeletionPolicy

ignoreFields does not affect deletion behavior:

yaml

deployments:
  - id: app
    deletionPolicy: Retain
    ignoreFields: ["$.spec.replicas"]

When LynqNode is deleted, deletion policy is still respected (resources retained).

Best Practices

1. Document Why Fields Are Ignored

yaml

deployments:
  - id: api-server
    # Replicas controlled by HPA based on CPU/memory
    ignoreFields: ["$.spec.replicas"]

2. Use Specific Paths Over Wildcards

yaml

# ✅ Good - explicit and clear
ignoreFields:
  - "$.spec.template.spec.containers[0].resources"

# ⚠️ Use with caution - affects all containers
ignoreFields:
  - "$.spec.template.spec.containers[*].resources"

3. Test Ignored Fields in Staging

Before production, verify:

Initial creation includes ignored fields ✅
Manual changes to ignored fields are preserved ✅
Template changes to other fields still sync ✅

4. Monitor Drift

While ignored fields won't trigger reconciliation, monitor them separately:

promql

# Alert if replicas drift significantly from template
# Compare cluster state against the desired replicas value carried in the
# rendered LynqNode spec (kube-state-metrics on Deployments + an exporter
# that surfaces the LynqForm's templated replica count).
abs(
  kube_deployment_spec_replicas - 3
) > 10

Troubleshooting

Issue: Ignored Field Still Being Overwritten

Check:

Is creationPolicy set to WhenNeeded? (default)
Is JSONPath expression valid?
Does path exactly match the field structure?

bash

# Verify JSONPath
kubectl get lynqnode -o yaml
# Check ignoreFields syntax

Issue: Template Changes Not Applying

Possible causes:

Field is accidentally in ignoreFields
Wrong JSONPath (typo in path)

yaml

# Wrong
ignoreFields: ["$.spec.template.spec.container[0].image"]
                                          # ^^^ missing 's'

# Correct
ignoreFields: ["$.spec.template.spec.containers[0].image"]

Issue: Validation Error on Admission

Check JSONPath syntax:

bash

# Test JSONPath locally
echo '{"spec":{"replicas":3}}' | jq '.spec.replicas'

# Valid JSONPath must start with $
ignoreFields: ["$.spec.replicas"]  ✅
ignoreFields: ["spec.replicas"]    ❌

Performance Considerations

Minimal Overhead

Parsing: JSONPath expressions parsed once at filter creation
Filtering: O(n) where n = number of ignored fields (typically < 5)
Memory: Negligible (~100 bytes per expression)

Large-Scale Deployments

For 1000+ nodes with ignored fields:

CPU impact: < 1% overhead
Reconciliation time: < 10ms additional latency

Migration Guide

Adding ignoreFields to Existing Resources

Step 1: Identify fields to ignore

bash

# Check what's being managed
kubectl get deployment myapp -o yaml | grep replicas

Step 2: Add to template

yaml

deployments:
  - id: myapp
    ignoreFields: ["$.spec.replicas"]
    # ... existing spec

Step 3: Apply template

bash

kubectl apply -f lynqnode-template.yaml

Step 4: Verify

bash

# Make a manual change
kubectl scale deployment myapp --replicas=10

# Update template (change something else)
# Apply template

# Verify replicas unchanged
kubectl get deployment myapp -o jsonpath='{.spec.replicas}'
# Should still show 10

Removing ignoreFields

Warning: Removing ignoreFields will cause operator to overwrite cluster values with template values on next reconciliation.

yaml

# Before
ignoreFields: ["$.spec.replicas"]  # replicas=10 in cluster
spec:
  replicas: 3  # template value

# After removal
ignoreFields: []  # ← Removed

# Next reconciliation: replicas will be reset to 3

Policies - Overall resource management policies
Dependencies - Resource creation ordering
Templates - Template variable system

Field-Level Ignore ​

Why ignoreFields Exists ​

Usage ​

Reconciliation Behavior ​

Initial Creation ​

Subsequent Reconciliations ​

Example Scenario ​

Step 1: Initial Deployment ​

Step 2: HPA Scales Up ​

Step 3: Template Update ​

Step 4: Reconciliation ​

Supported JSONPath Expressions ​

Basic Path Navigation ​

Array Element Access ​

Wildcard Support ​

Map Keys with Special Characters ​

Common Use Cases ​

1. HPA-Controlled Replicas ​

2. Manual Resource Tuning ​

3. Multiple Containers ​

4. Bulk Ignoring with Wildcards ​

Validation ​

Admission Webhook ​

Runtime Behavior ​

Interaction with Policies ​

CreationPolicy: Once ​

ConflictPolicy ​

DeletionPolicy ​

Best Practices ​

1. Document Why Fields Are Ignored ​

2. Use Specific Paths Over Wildcards ​

3. Test Ignored Fields in Staging ​

4. Monitor Drift ​

Troubleshooting ​

Issue: Ignored Field Still Being Overwritten ​

Issue: Template Changes Not Applying ​

Issue: Validation Error on Admission ​

Performance Considerations ​

Minimal Overhead ​

Large-Scale Deployments ​

Migration Guide ​

Adding ignoreFields to Existing Resources ​

Removing ignoreFields ​

Related Features ​

Field-Level Ignore

Why ignoreFields Exists

Usage

Reconciliation Behavior

Initial Creation

Subsequent Reconciliations

Example Scenario

Step 1: Initial Deployment

Step 2: HPA Scales Up

Step 3: Template Update

Step 4: Reconciliation

Supported JSONPath Expressions

Basic Path Navigation

Array Element Access

Wildcard Support

Map Keys with Special Characters

Common Use Cases

1. HPA-Controlled Replicas

2. Manual Resource Tuning

3. Multiple Containers

4. Bulk Ignoring with Wildcards

Validation

Admission Webhook

Runtime Behavior

Interaction with Policies

CreationPolicy: Once

ConflictPolicy

DeletionPolicy

Best Practices

1. Document Why Fields Are Ignored

2. Use Specific Paths Over Wildcards

3. Test Ignored Fields in Staging

4. Monitor Drift

Troubleshooting

Issue: Ignored Field Still Being Overwritten

Issue: Template Changes Not Applying

Issue: Validation Error on Admission

Performance Considerations

Minimal Overhead

Large-Scale Deployments

Migration Guide

Adding ignoreFields to Existing Resources

Removing ignoreFields

Related Features