Data Pipeline Skill

Use this skill when configuring how Coralogix processes, enriches, and transforms data. It covers parsing rules (extract structured fields from raw logs), enrichments (add context from lookup tables), Events2Metrics (derive metrics from log/span events), and recording rules (precompute PromQL expressions).

CLI Commands

Key flags:

• All create/update operations use --from-file <path> (or - for stdin)
• All commands support -o json for structured output and -p <profile> for profile selection
• cx parsing-rules update and cx recording-rules update require both --from-file and the rule group ID
• cx enrichments custom search requires --id <table-id> and --query <text>
• cx parsing-rules bulk-delete requires --ids <id1> <id2> ...

Working with JSON Payloads

These commands use complex JSON structures. Always template from an existing resource to avoid format errors:

# 1. Get an existing resource as a template
cx parsing-rules get <rule-group-id> -o json > template.json

# 2. Modify the template (change fields, remove the ID for create operations)

# 3. Create or update
cx parsing-rules create --from-file template.json
cx parsing-rules update --from-file template.json <rule-group-id>

This pattern applies to all create/update operations across all 4 commands. It prevents payload format errors that are the #1 cause of failed attempts.

Parsing Rules Workflow

1. List Existing Rules

cx parsing-rules list -o json
cx parsing-rules list -o json | jq '[.[] | {id, name, enabled, rule_count: (.rules | length)}]'

2. Get a Template

cx parsing-rules get <existing-rule-group-id> -o json > rule-template.json

3. Create New Rule Group

Edit the template for your new service, then:

cx parsing-rules create --from-file rule-template.json

4. Verify Parsing

Query recent logs to confirm fields are extracted (load cx-telemetry-querying for log querying):

cx logs 'source logs | filter $d.subsystem == "my-service" | limit 10' -o json

5. Check Usage Limits

cx parsing-rules usage-limits -o json

Enrichment Workflow

1. List Enrichment Rules

cx enrichments list -o json
cx enrichments settings -o json
cx enrichments limit -o json

2. Create Custom Enrichment Table (if needed)

cx enrichments custom list -o json
cx enrichments custom create --from-file table-definition.json

3. Add Enrichment Rules

cx enrichments add --from-file enrichment-rules.json

4. Search Custom Table Data

cx enrichments custom search --id <table-id> --query "search term"

5. Verify Enriched Fields

Query logs on hot storage (FrequentSearch tier) to confirm enriched fields appear. Avoid querying archive for verification - ingestion delays can cause false negatives.

cx logs 'source logs | filter $d.enriched_field != null | limit 5' -o json

Events2Metrics Workflow

1. Design the Metric

Decide the metric name, labels, and aggregation type before creating.

2. Check Limits

cx e2m limits -o json
cx e2m labels-cardinality -o json

3. Get a Template

cx e2m list -o json
cx e2m get <existing-e2m-id> -o json > e2m-template.json

4. Create E2M Definition

cx e2m create --from-file e2m-definition.json

5. Verify Metric

Confirm the new metric appears (load cx-telemetry-querying for metrics querying):

cx metrics search --name "new_metric_name"

Recording Rules Workflow

1. List Existing Recording Rules

cx recording-rules list -o json
cx recording-rules list -o json | jq '[.[] | {id, name, rules: [.rules[]?.record]}]'

2. Get a Template

cx recording-rules get <existing-id> -o json > recording-rule-template.json

3. Create Recording Rule Group

cx recording-rules create --from-file recording-rule-group.json

4. Verify with PromQL

Confirm the precomputed metric is available (load cx-telemetry-querying for metrics querying):

cx metrics query "new_precomputed_metric" --time now

Key Principles

• Always template from existing - cx <command> get <id> -o json > template.json before any create
• Verify after create - query logs/metrics to confirm the pipeline change took effect
• Use -o json - all payload inspection and creation should use JSON output
• Check limits first - cx parsing-rules usage-limits and cx e2m limits before creating to avoid hitting caps
• Bulk operations - use cx parsing-rules bulk-delete --ids for cleanup, not individual deletes

Related Skills

• cx-telemetry-querying - discover what data is available before configuring pipeline, and verify parsing results and enriched fields via log/metrics queries