This release is a pre-release and may not be stable for production use.
Forra SDK Package
Helper python package to interact with the Forra platform.
Installation
pip install forrasdk
Usage
from forrasdk import ForraAPI
forra = ForraAPI(base_url="your_forra_base_url", api_access_token="you_api_access_token")
Retry Logic
The SDK automatically retries failed API requests with exponential backoff to handle transient failures. This improves reliability when dealing with network issues or temporary server problems.
Default Behavior
- Max attempts: 3 (initial request + 2 retries)
- Wait time: Exponential backoff with multiplier=1, min=4s, max=10s
- Retry on:
- Rate limiting (429)
- Server errors (500, 502, 503, 504)
- Network errors (ConnectionError, Timeout)
- Does NOT retry on:
- Client errors (400, 401, 403, 404, etc.)
- Successful responses
How It Works
All HTTP methods (GET, POST, PUT, DELETE, PATCH) in the SDK automatically retry on transient failures:
from forrasdk import ForraAPI
forra = ForraAPI(base_url="your_url", api_access_token="your_token")
# This request will automatically retry up to 3 times on 5xx errors
response = forra.chat.completion(messages="Hello!")
The retry logic is transparent - you don't need to change your code. If a request fails with a retryable error, the SDK will:
- Wait with exponential backoff (4s, then 8s, then 10s max)
- Retry the request
- Return the result if successful, or raise the exception after exhausting retries
Metadata
Release files for forrasdk 0.4.0a3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| forrasdk-0.4.0a3.tar.gz | 385.6 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| forrasdk-0.4.0a3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 848.6 kB
Release files / forrasdk-0.4.0a3.tar.gz
| Download URL | forrasdk-0.4.0a3.tar.gz |
|---|---|
| Size | 385.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
fc7288b856600f74ffe3ce1e9dcaa9568071d2b35cf20cefced3c875966c9a94
|
|
BLAKE2b-256 checksum How to use checksums |
ecfbc5c9310e3aa27fbec1301d4129fb4d595cea098102af265cfbf98f684b05
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 6, 2026.
Transparency logRelease files / forrasdk-0.4.0a3-py3-none-any.whl
| Download URL | forrasdk-0.4.0a3-py3-none-any.whl |
|---|---|
| Size | 463.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2d7680a2fdf0c2110d9894998ca580eb59f74a6e54d13b8ff28a49d7e31cfcb9
|
|
BLAKE2b-256 checksum How to use checksums |
b3641cbd664157eeaf0c88e0be3d529b20cfaaa5ade9c4287180e53066dd6484
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 6, 2026.
Transparency logSecurity for forrasdk 0.4.0a3
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for forrasdk-0.4.0a3.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 6, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
