Skip to main content

Rakam Systems Tools

Shared utilities for the Rakam Systems framework: evaluation client, S3 storage, logging, metrics, and tracing.

Installation

pip install rakam-systems-tools

Modules

Evaluation Client

A client for submitting evaluation runs to the Rakam evaluation server. Used by rakam-systems-cli under the hood.

from rakam_systems_tools.evaluation.client import EvalClient
from rakam_systems_tools.evaluation.schema import EvalConfig, TextInputItem

See the CLI documentation for the recommended way to run evaluations.

S3 Utilities

Helpers for uploading and downloading files from S3-compatible storage.

from rakam_systems_tools.utils.s3 import S3Client

Logging, Metrics & Tracing

  • rakam_systems_tools.utils.logging — structured logging
  • rakam_systems_tools.utils.metrics — metrics collection
  • rakam_systems_tools.utils.tracing — tracing utilities

Documentation

See the official documentation for full usage guides.

License

Apache 2.0

Release files for rakam-systems-tools 0.2.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for rakam-systems-tools 0.2.3
File Size Uploaded
rakam_systems_tools-0.2.3.tar.gz 19.4 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for rakam-systems-tools 0.2.3
File Interpreter ABI Platform
rakam_systems_tools-0.2.3-py3-none-any.whl Python 3 none any Details

Total release size: 45.4 kB

Release files / rakam_systems_tools-0.2.3.tar.gz

Download URL rakam_systems_tools-0.2.3.tar.gz
Size 19.4 kB
Tags Source
SHA-256 checksum
How to use checksums
aa2b4dfdaf2677526cd6024bc2713deb62ae1db661445abf03674dfa5f850a57
BLAKE2b-256 checksum
How to use checksums
be29940f526a9bc4ca78961a5b205b426fa34fc6c6767552a15a72fe168f2d2a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / rakam_systems_tools-0.2.3-py3-none-any.whl

Download URL rakam_systems_tools-0.2.3-py3-none-any.whl
Size 26.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
2fac4ce74b3e8f11aa22766ebae58a1c5abfd58a167091d0c0f89363757c2ea1
BLAKE2b-256 checksum
How to use checksums
bf44fa691879b45478692334dfe74df40fd13d18c56a8cef72a9bdd64474dcb8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page