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Add new demo/tutorial/blog for validate input
This content is generated from bash scripts in conforma/demos#5 Ref: https://issues.redhat.com/browse/EC-1610
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---
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title: Validating arbitrary data
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date: 2026-02-11T17:38:38-05:00
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author: Simon Baird
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---
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In this tutorial we'll introduce some basic Conforma concepts and
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look at examples where Conforma is used to apply policy checks against
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arbitrary input data.
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We often use the `ec validate image` command, which fetches and
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verifies an image's SLSA provenance attestations, then applies policy checks
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against them. But Conforma can work just as well with any kind of input using
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the `ec validate input` command, and in fact that is a useful way to
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demonstrate some Conforma ideas and techniques.
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## ec validate input
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Conforma can perform policy checks on arbitrary data with `ec
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validate input`. Let's try an example.
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A simple data file:
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```yaml
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# file: input.yaml
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animals:
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- name: Charlie
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species: dog
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- name: Luna
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species: cat
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```
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A minimal Conforma policy defined in Rego:
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```rego
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# file: no-cats/main.rego
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package main
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# METADATA
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# title: No cats
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# description: Disallow felines.
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# custom:
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# short_name: no_cats
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# solution: Ensure no cats are present in the animal list!
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#
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deny contains result if {
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some animal in input.animals
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animal.species == "cat"
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result := {"code": "main.no_cats", "msg": "No cats allowed!"}
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}
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```
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To use that policy, Conforma needs a policy.yaml file specifying a source:
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```yaml
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# file: policy.yaml
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sources:
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- policy:
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- ./no-cats
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```
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Now we can run Conforma like this:
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml
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Success: false
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Result: FAILURE
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Violations: 1, Warnings: 0, Successes: 0
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Input File: input.yaml
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Results:
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: No cats allowed!
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Error: success criteria not met
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```
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## Using --info for more detailed output
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The metadata associated with the policy rule is important for
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Conforma. Adding the `--info` flag will use the metadata to show more
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details about the violation:
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --info
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Success: false
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Result: FAILURE
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Violations: 1, Warnings: 0, Successes: 0
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Input File: input.yaml
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Results:
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: No cats allowed!
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Title: No cats
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Description: Disallow felines. To exclude this rule add "main.no_cats" to the `exclude` section of the policy configuration.
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Solution: Ensure no cats are present in the animal list!
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Error: success criteria not met
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```
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## Using --show-successes to show passing checks
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Let's "fix" the violation and run it again:
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```ec
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$ sed -i "s/cat/rabbit/" input.yaml
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```
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```yaml
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# file: input.yaml
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animals:
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- name: Charlie
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species: dog
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- name: Luna
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species: rabbit
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```
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --info
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Success: true
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Result: SUCCESS
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Violations: 0, Warnings: 0, Successes: 1
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Input File: input.yaml
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```
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By default there's not much output on success, but we can add
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the `--show-successes` flag to change that:
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --info --show-successes
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Success: true
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Result: SUCCESS
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Violations: 0, Warnings: 0, Successes: 1
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Input File: input.yaml
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Results:
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✓ [Success] main.no_cats
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FilePath: input.yaml
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Title: No cats
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Description: Disallow felines.
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```
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(Turn rabbits back into cats for the next step):
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```ec
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$ sed -i "s/rabbit/cat/" input.yaml
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```
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## Warnings
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We can use "warn" to produce a warning instead of a violation:
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(We'll append to the existing file here.)
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```rego
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# file: no-cats/main.rego
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# from-line: 16
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# METADATA
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# title: Charlie warning
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# description: Charlie is a troublemaker!
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# custom:
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# short_name: charlie_watch
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# solution: Keep a close eye on Charlie.
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#
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warn contains result if {
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some animal in input.animals
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animal.name == "Charlie"
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result := {"code": "main.charlie_watch", "msg": "Charlie is here"}
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}
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```
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Notice we now see the warning in the output:
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --info --show-successes
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Success: false
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Result: FAILURE
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Violations: 1, Warnings: 1, Successes: 0
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Input File: input.yaml
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Results:
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: No cats allowed!
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Title: No cats
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Description: Disallow felines. To exclude this rule add "main.no_cats" to the `exclude` section of the policy configuration.
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Solution: Ensure no cats are present in the animal list!
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› [Warning] main.charlie_watch
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FilePath: input.yaml
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Reason: Charlie is here
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Title: Charlie warning
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Description: Charlie is a troublemaker!
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Solution: Keep a close eye on Charlie.
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Error: success criteria not met
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```
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Warnings are considered non-blocking.
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## Adding more detail to the violation reason
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Rego is an expressive and capable language so we can easily add more detail to the violation
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reason. For example:
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```rego
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# file: no-cats/main.rego
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# from-line: 10
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deny contains result if {
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some animal in input.animals
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animal.species == "cat"
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result := {"code": "main.no_cats", "msg": sprintf("A cat named %s was found!", [animal.name])}
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}
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```
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml
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Success: false
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Result: FAILURE
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Violations: 1, Warnings: 1, Successes: 0
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Input File: input.yaml
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Results:
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: A cat named Luna was found!
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› [Warning] main.charlie_watch
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FilePath: input.yaml
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Reason: Charlie is here
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Error: success criteria not met
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```
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If there are multiple cats, we now get multiple different violations:
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```yaml
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# file: input.yaml
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animals:
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- name: Charlie
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species: dog
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- name: Luna
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species: cat
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- name: Fluffy
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species: cat
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```
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml
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Success: false
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Result: FAILURE
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Violations: 2, Warnings: 1, Successes: 0
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Input File: input.yaml
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Results:
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: A cat named Fluffy was found!
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✕ [Violation] main.no_cats
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FilePath: input.yaml
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Reason: A cat named Luna was found!
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› [Warning] main.charlie_watch
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FilePath: input.yaml
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Reason: Charlie is here
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Error: success criteria not met
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```
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That's about it for this lesson. Hopefully you now have a better
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idea of what Conforma policies look like, and what kind of output Conforma
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produces.
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Before we wrap this up let's look at two extra tips which should be
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useful when integrating these kind of policy checks into a CI or build system:
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## Machine readable output
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Text output is the default, but you can also output json or yaml,
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which includes some additional information not included in the text output:
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --info --output json | fold -s -w 400
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Error: success criteria not met
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{"success":false,"filepaths":[{"filepath":"input.yaml","violations":[{"msg":"A cat named Fluffy was found!","metadata":{"code":"main.no_cats","description":"Disallow felines. To exclude this rule add \"main.no_cats\" to the `exclude` section of the policy configuration.","solution":"Ensure no cats are present in the animal list!","title":"No cats"}},{"msg":"A cat named Luna was
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found!","metadata":{"code":"main.no_cats","description":"Disallow felines. To exclude this rule add \"main.no_cats\" to the `exclude` section of the policy configuration.","solution":"Ensure no cats are present in the animal list!","title":"No cats"}}],"warnings":[{"msg":"Charlie is here","metadata":{"code":"main.charlie_watch","description":"Charlie is a troublemaker!","solution":"Keep a close
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eye on Charlie.","title":"Charlie warning"}}],"successes":null,"success":false,"success-count":0}],"policy":{"sources":[{"policy":["./no-cats"]}]},"ec-version":"v0.8.97","effective-time":"2026-02-11T22:38:39.207175414Z"}
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```
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## "Strict" vs "non-strict"
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By default we produce a non-zero exit code if there are any
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violations, which is useful to interrupt a script or a CI task. You can change
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that behavior if you need to with `--strict=false:`
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml > output.txt; echo "Exit code: $?"; head -3 output.txt
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Error: success criteria not met
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Exit code: 1
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Success: false
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Result: FAILURE
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Violations: 2, Warnings: 1, Successes: 0
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```
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```ec
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$ ec validate input --file input.yaml --policy policy.yaml --strict=false > output.txt; echo "Exit code: $?"; head -3 output.txt
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Exit code: 0
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Success: false
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Result: FAILURE
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Violations: 2, Warnings: 1, Successes: 0
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```
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