cloud-custodian VS jmespath.py

Compare cloud-custodian vs jmespath.py and see what are their differences.

cloud-custodian

Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources (by cloud-custodian)

jmespath.py

JMESPath is a query language for JSON. (by jmespath)
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cloud-custodian jmespath.py
32 30
5,219 2,071
1.4% 1.9%
9.5 0.0
3 days ago about 1 month ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

cloud-custodian

Posts with mentions or reviews of cloud-custodian. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-22.
  • Cutting down AWS cost by $150k per year simply by shutting things off
    8 projects | news.ycombinator.com | 22 Jan 2024
    > The best optimization is simply shutting things off

    This is the way.

    A similar idea has been bouncing around in my mind for a while now. An ideal, turnkey system would do the following:

    - Execute via Lambda (serverless).

    - Support automated startup and shutdown of various AWS resources on a schedule influenced by specially formatted tags.

    - Enable resources to be brought back up out of schedule when demand dictates.

    - Operate as a TCP/HTTP proxy that can delay clients so that a given service can be started when it is dormant or, even better, the service isn't serverless but you want it to be. This can't work for everything, but perhaps enough things such that the need to run always on services is reduced.

    Cloud Custodian [1] can purportedly do some of this, but I've been reluctant to learn yet another YAML-based DSL to use it.

    So this is my "make things designed to be always-on serverless instead" project and the work AWS has done to make Java apps function on Lambda keeps me thinking about the potential to take things that 1) have a relatively long startup time and 2) are designed to be long running service loops, and find a way to force them into the serverless execution model.

    [1] https://cloudcustodian.io/

  • When have you screwed up, bad?
    1 project | /r/sysadmin | 6 Dec 2023
    Goal was to clear up anything old and set us up to rotate keys in use. Why did I do it in the end of December? It was a quarterly goal and I learned to push those across the line if I wanted a good review. Great incentive, that one. I used Cloud Custodian for this. It has a terrible bug where the code says you'll be acting on days since the key was used but actually is reading days since it was created.
  • Open-Source tools for monitoring ML/AI usage- Recommendations?
    1 project | /r/devops | 4 Nov 2023
    What is wrong with https://github.com/cloud-custodian/cloud-custodian?
  • Automate deletion of aws ebs snapshots older than year
    1 project | /r/sysadmin | 14 Apr 2023
    You can start reading about it here.
  • Optimizing cost on an app which is not used 24/7
    2 projects | /r/aws | 23 Feb 2023
    Use a tool like this https://cloudcustodian.io/ to manage instance on/off hours or go fargate.
  • Going for the CCP with a Compliance background. Any insight on what direction to pursue in AWS?
    1 project | /r/AWSCertifications | 10 Feb 2023
    Certs aside, there are some great compliance tools out there that you might want to become familiar with. Here is one that comes to mind (is open-source): https://cloudcustodian.io/
  • What are some of the community's best recommendations and use cases for Cost Optimization and FinOps
    1 project | /r/aws | 22 Dec 2022
  • EC2 start and stop via Lambda
    3 projects | /r/aws | 3 Dec 2022
    I'd use a combination of Cloudcustodian for start/stop scheduling and Apprise for notifications.
  • Tag Enforcement
    1 project | /r/aws | 7 Nov 2022
    Cloud custodian is a good utility if config rules doesn’t satisfy your needs. It’s also cross platform.
  • 26 AWS Security Best Practices to Adopt in Production
    1 project | dev.to | 21 Sep 2022
    AWS Security with open source – Cloud Custodian is a Cloud Security Posture Management (CSPM) tool. CSPM tools evaluate your cloud configuration and identify common configuration mistakes. They also monitor cloud logs to detect threats and configuration changes.

jmespath.py

Posts with mentions or reviews of jmespath.py. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-29.
  • Automating Nightly Local Database Refreshes from Azure Blob Storage with Docker
    3 projects | dev.to | 29 Feb 2024
    The Azure CLI lets us write queries to filter the results of the az storage blob list command. The queries are written in JMESPath, which is a query language for JSON. In this case, we are filtering the results to only include blobs that end with the .bacpac extension and then selecting the first one as ordered by the lastModified property. If there are no blobs found, the script exits with a failure code. If we find a blob, we download it to the local path specified by the localPath variable.
  • What's New in Python 3.12
    5 projects | news.ycombinator.com | 18 Oct 2023
    For JSON there is the `jmespath` library which might help.

    https://github.com/jmespath/jmespath.py

  • jq 1.7 Released
    33 projects | news.ycombinator.com | 6 Sep 2023
    I love jq, but I also use JMESPath (especially with AWS CLI), yq (bundled with tomlq and xq as well), and dasel [2]. I also wish hclq [3] wasn't so dead!

    [0]: https://jmespath.org/

  • Announcing serde-query 0.2.0
    5 projects | /r/rust | 25 Feb 2023
    Probably writing the query side of things is a lot of the fun here, but there is actually a spec (and a complying Rust impl) you can hook into for this JQ-like querying: https://jmespath.org/ ( https://github.com/jmespath/jmespath.rs ).
  • JMESPath
    1 project | news.ycombinator.com | 13 Jan 2023
  • Spring Boot logging with Loki, Promtail, and Grafana (Loki stack)
    5 projects | dev.to | 6 Jan 2023
    Thanks to custom variables that use labels, we can create various filters for the dashboard. You can look up my configuration of variables and extend it with an analogy way for your own needs. At the top, I marked the filter with detected pods in selected namespace. In the lower part, you can see a preview of all labels that are associated with a single log line. Most labels are meta information that Promtail adds during scraping targets. This part of the Promtail configuration provides it. In this section, I also marked a few labels that not comes out-of-the box e.g. leavel , class , thread . We added these labels using the Promtail json stage. You need to know that Promtail processes scraped logs in a pipeline. A pipeline is comprised of a set of stages. json stage is a parsing stage that reads the log line as JSON and accepts JMESPath expressions to extract data.
  • Who is JSON?
    1 project | /r/ProgrammerHumor | 3 Nov 2022
  • jmespath.py VS jertl - a user suggested alternative
    2 projects | 31 Oct 2022
  • YAML value retrieval
    1 project | /r/ansible | 25 Oct 2022
    The tester on the official website for JMESPath (what json_query is doing) has been useful to me: https://jmespath.org/
  • I've built a PathDict, a library that makes it easy to work with dicts!
    4 projects | /r/Python | 15 Oct 2022
    Interesting. How does this compared to Jmespath? Not saying Jmespath is superior, just wondering whether you were aware of it.

What are some alternatives?

When comparing cloud-custodian and jmespath.py you can also consider the following projects:

terraform - Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

jq - Command-line JSON processor [Moved to: https://github.com/jqlang/jq]

ScoutSuite - Multi-Cloud Security Auditing Tool

jq - Command-line JSON processor

steampipe - Zero-ETL, infinite possibilities. Live query APIs, code & more with SQL. No DB required.

yq - yq is a portable command-line YAML, JSON, XML, CSV, TOML and properties processor

gatekeeper - 🐊 Gatekeeper - Policy Controller for Kubernetes

jfq - JSONata on the command line

fixinventory - Fix Inventory consolidates user, resource, and configuration data from your cloud environments into a unified, graph-based asset inventory.

jello - CLI tool to filter JSON and JSON Lines data with Python syntax. (Similar to jq)

cloudquery - The open source high performance ELT framework powered by Apache Arrow

yq - Command-line YAML, XML, TOML processor - jq wrapper for YAML/XML/TOML documents