- A
server_names: "{{ api_result.servers | rejectattr('status', '==', 'active') | rejectattr('role', '==', 'web') | map(attribute='name') | list }}"
Why wrong: rejectattr with '==' removes items that match; this would give servers that are not active or not web, opposite of desired.
- B
server_names: "{{ api_result.servers | selectattr('status', 'equalto', 'active') | selectattr('role', 'equalto', 'web') | map(attribute='name') | list }}"
Why wrong: Filters like selectattr do not support 'equalto'; they use operators like '==', '!=', 'in', etc.
- C
server_names: "{{ api_result.servers | selectattr('status', 'is', 'active') | selectattr('role', 'is', 'web') | map(attribute='name') | list }}"
Why wrong: 'is' is not a valid operator for selectattr.
- D
server_names: "{{ api_result.servers | selectattr('status', '==', 'active') | selectattr('role', '==', 'web') | map(attribute='name') | list }}"
Correctly filters active and web roles, then extracts names.
EX294 Transform data with filters and plugins Practice Question
This EX294 practice question tests your understanding of transform data with filters and plugins. Examine the command output carefully: the correct answer depends on what the output actually shows, not on general recall alone. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A senior automation engineer is optimizing a playbook that processes large amounts of data. The playbook uses the "json_query" filter to filter and extract specific fields from a complex JSON structure returned by an API. The engineer notices that the playbook runs very slowly and consumes a lot of memory. They suspect the json_query filter is inefficient for this use case. The engineer wants to replace json_query with a combination of built-in Ansible filters to improve performance. The JSON structure is as follows:
{
"servers": [
{"name": "web01", "status": "active", "role": "web"},
{"name": "web02", "status": "active", "role": "web"},
{"name": "db01", "status": "active", "role": "db"}
]
}The engineer needs to extract a list of server names where the status is "active" and the role is "web". The current code using json_query is: server_names: "{{ api_result | json_query(\"servers[?status=='active' && role=='web'].name\") }}" Which of the following alternatives uses only Ansible built-in filters (not json_query) and is likely to be more efficient?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
server_names: "{{ api_result.servers | selectattr('status', '==', 'active') | selectattr('role', '==', 'web') | map(attribute='name') | list }}"
Option A is correct. It uses selectattr twice to filter by status and role, then map to extract names. This is more efficient because it avoids JMESPath parsing and works directly on Python objects. Option B uses 'equalto' which is not a valid test operator for selectattr. Option C uses 'is' which is invalid. Option D uses rejectattr with '==' which would exclude the correct items, giving the opposite result.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
server_names: "{{ api_result.servers | rejectattr('status', '==', 'active') | rejectattr('role', '==', 'web') | map(attribute='name') | list }}"
Why it's wrong here
rejectattr with '==' removes items that match; this would give servers that are not active or not web, opposite of desired.
- ✗
server_names: "{{ api_result.servers | selectattr('status', 'equalto', 'active') | selectattr('role', 'equalto', 'web') | map(attribute='name') | list }}"
Why it's wrong here
Filters like selectattr do not support 'equalto'; they use operators like '==', '!=', 'in', etc.
- ✗
server_names: "{{ api_result.servers | selectattr('status', 'is', 'active') | selectattr('role', 'is', 'web') | map(attribute='name') | list }}"
Why it's wrong here
'is' is not a valid operator for selectattr.
- ✓
server_names: "{{ api_result.servers | selectattr('status', '==', 'active') | selectattr('role', '==', 'web') | map(attribute='name') | list }}"
Why this is correct
Correctly filters active and web roles, then extracts names.
Related concept
Static NAT maps one inside address to one outside address.
Common exam traps
Common exam trap: NAT rules depend on direction and matching traffic
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
How to think about this question
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
KKey Concepts to Remember
- Static NAT maps one inside address to one outside address.
- PAT allows many inside hosts to share one public address using ports.
- Inside local and inside global describe the private and translated addresses.
- NAT ACLs identify traffic for translation, not always security filtering.
TExam Day Tips
- Identify inside and outside interfaces first.
- Check whether the scenario needs static NAT, dynamic NAT or PAT.
- Do not confuse NAT matching ACLs with normal packet-filtering intent.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Real-world example
How this comes up in practice
A small business has 20 workstations on the 192.168.1.0/24 network and one public IP from its ISP. The router uses PAT (NAT overload) so all 20 devices share one public address using different source ports. NAT questions test whether you understand the four address terms and which direction each translation applies.
What to study next
Got this wrong? Here's your next step.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related EX294 NAT questions on configuration and troubleshooting.
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FAQ
Questions learners often ask
What does this EX294 question test?
Transform data with filters and plugins — This question tests Transform data with filters and plugins — Static NAT maps one inside address to one outside address..
What is the correct answer to this question?
The correct answer is: server_names: "{{ api_result.servers | selectattr('status', '==', 'active') | selectattr('role', '==', 'web') | map(attribute='name') | list }}" — Option A is correct. It uses selectattr twice to filter by status and role, then map to extract names. This is more efficient because it avoids JMESPath parsing and works directly on Python objects. Option B uses 'equalto' which is not a valid test operator for selectattr. Option C uses 'is' which is invalid. Option D uses rejectattr with '==' which would exclude the correct items, giving the opposite result.
What should I do if I get this EX294 question wrong?
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related EX294 NAT questions on configuration and troubleshooting.
What is the key concept behind this question?
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 24, 2026
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