Do your AWS deployments match your Terraform definitions? Use SQL to search out out.

In “How SQL can unify entry to APIs” I made the case for SQL as a typical surroundings by which to cause about information flowing from many alternative APIs. The important thing enabler of that state of affairs is Steampipe, a Postgres-based instrument with a rising suite of API plugins that map APIs to overseas tables in Postgres.

These APIs have been, initially, those offered by AWS, Azure, and GCP. Such APIs are sometimes made extra accessible to builders by means of wrappers like boto3. A standard SQL interface is arguably a greater unifier of the sprawling API ecosystems inside these clouds, and that’s inarguably true in multicloud eventualities. With Postgres underneath the hood, by the best way, you’re not restricted to SQL: You may hook Python or JavaScript or one other language to Postgres and leverage the widespread SQL interface from these languages too.

The Steampipe ecosystem then expanded with plugins for a lot of different providers together with GitHub, Google Workspace, IMAP, Jira, LDAP, Shodan, Slack, Stripe, and Zendesk. Becoming a member of throughout these APIs is a superpower finest confirmed by this instance that joins Amazon EC2 endpoints with Shodan vulnerabilities in simply 10 strains of very primary SQL.

choose
  a.instance_id,
  s.ports
  s.vulns
from
  aws_ec2_instance a
left be part of
  shodan_host s on a.public_ip_address = s.ip
the place
  a.public_ip_address shouldn't be null;

+---------------------+----------+--------------------+
| instance_id         | ports    | vulns              |
+---------------------+----------+--------------------+
| i-0dc60dd191cb84239 | null     | null               |
| i-042a51a815773780d | [80,22]  | null               |
| i-00cf426db9b8a58b6 | [22]     | null               |
| i-0e97f373db42dfa3f | [22,111] | ["CVE-2018-15919"] |
+---------------------+----------+--------------------+

Recordsdata are APIs too

However what’s an API, actually? Should it at all times entail HTTP requests to service endpoints? Extra broadly APIs are information sources that are available in different flavors too. Internet pages are sometimes, nonetheless, de facto APIs. I’ve carried out extra internet scraping than I care to consider through the years and the talent stays helpful.

Recordsdata are additionally information sources: configuration information (INI, YAML, JSON), infrastructure-as-code information (Terraform, CloudFormation), information information (CSV). When plugins for these sources started to affix the combo, Steampipe turned much more highly effective.

First got here the CSV plugin, which unlocked all types of helpful queries. Take into account, for instance, how we regularly fake spreadsheets are databases. In doing so we are able to assume there’s referential integrity when actually there isn’t. Should you export spreadsheet information to CSV, you need to use SQL to discover these flawed assumptions. And that’s simply one of many infinite methods I can think about utilizing SQL to question the world’s main file format for information alternate.

Then got here the Terraform plugin, which queries Terraform information to ask and reply questions like: “Which trails usually are not encrypted?”

choose
  title,
  path
from
  terraform_resource
the place
  kind="aws_cloudtrail"
  and arguments -> 'kms_key_id' is null;

Utilizing the AWS plugin’s aws_cloudtrail_trail desk, we are able to ask and reply the identical query for deployed infrastructure, and return a consequence set that you may UNION with the primary one.

choose
  title,
  arn as path
from
  aws_cloudtrail_trail
the place
  kms_key_id is null;

Ideally the solutions will at all times be the identical. What you mentioned ought to be deployed, utilizing Terraform, ought to match what’s truly deployed for those who question AWS APIs. In the true world, after all, upkeep and/or incident response may end up in configuration drift. Given a typical solution to cause over outlined and deployed infrastructure, we are able to handle such drift programmatically.

Belt and suspenders

For deployed infrastucture, Steampipe has lengthy offered a collection of mods that layer safety and compliance checks onto API-derived overseas tables. The AWS Compliance mod, for instance, supplies benchmarks and controls to test deployed infrastructure towards eleven requirements and frameworks together with CIS, GDPR, HIPAA, NIST 800-53, and SOC 2.

IDG

With the arrival of the Terraform plugin it turned attainable to create complementary mods, like Terraform AWS Compliance, that present the identical sorts of checks for outlined infrastructure.

IDG

Does what you outlined final month match what you deployed yesterday? A passable reply requires the power to cause over outlined and deployed infrastructure in a typical and frictionless method. SQL can’t take away all of the friction nevertheless it’s a strong solvent.