0.9.10

New Features

Debugger Utility

• We've introduced a new Debugger Utility that allows you to set timing checkpoints in your code. This functionality can help you identify bottlenecks and optimize your application more effectively. Debugger Docs

Improvements

rp_downloader

• Performance enhancement: rp_downloader now supports streaming downloads with chunking. This update results in faster, more efficient file downloads.

Dependency Updates

• We have updated the versions of various dependencies to ensure optimal performance and compatibility. Please take a look at the updated requirements file for the specific changes.

Bug Fixes

Heartbeat Thread Management

• We have addressed an issue concerning the management of heartbeat or ping threads. The fix improves the stability of the module and reduces the likelihood of encountering threading errors.

Full Changelog: 0.9.9...0.9.10

0.9.9

Fix:

• Timed out Jobs were not being handled gracefully

Full Changelog: 0.9.8...0.9.9

0.9.8

Logging

• Bug fix where no info was printed if RUNPOD_DEBUG_LEVEL was not explicitly set

Testing

• Better arg parsing allows users to use their arg parser for the main code.

Full Changelog: 0.9.7...0.9.8

0.9.7

Full Changelog: 0.9.6...0.9.7

0.9.6

Full Changelog: 0.9.5...0.9.6

0.9.5

Full Changelog: 0.9.4...0.9.5

0.9.4

rp_validator

• Refactored code
• Improved error handling
• Additional check for type enforcement

Worker Testing

• Test inputs can now be passed in by calling the file containing your handler with the arg --test_input or providing a test_input key as part of the start worker config.
• Non-Zero exit code is raised if an error is returned when performing local tests (good for CI/CD)

Docs

• Real-time information added to the docs.

Full Changelog: 0.9.3...0.9.4

0.9.3

Full Changelog: 0.9.2...0.9.3

0.9.2

Improvements

• General code cleanup and refactoring
• Improved documentation with end-to-end examples
• Removed outdated docs
• Enhanced logging verbosity for a better developer experience

Expanded Worker Functions

• refresh_worker can now be set within the start_work configuration

Download Utility

• (BREAKING CHANGE) Renamed download_input_objects to download_files_from_urls for additional clarity
• download_files_from_urls now requires the additional input parameter job_id
• Enhanced download_files_from_urls to support both string input and list of strings
• Improved download_files_from_urls performance by downloading files in parallel
• download_files_from_urls now saves files to jobs/{job_id}/downloaded_files
• download_files_from_urls uses the file name from URL as a fallback if unavailable in Content-Disposition

Upload Utility

• (BREAKING CHANGE) Renamed file to upload_file_to_bucket for added clarity
• (NEW) Added upload_in_memory_object to upload files directly from memory to bucket storage
• Ability to define bucket name and file path

Housekeeping

• Future releases will automatically be versioned with the GitHub tag

What's Changed

• Async serverless runner by @SkullMag in #15

New Contributors

• @SkullMag made their first contribution in #15

Full Changelog: 0.9.1...0.9.2

0.9.1

SDK

• Improved verbose feedback

Upload Utility

• Faster file uploads

Download Utility

• Accepts URLs that have file attachments vs only files in paths

Upload Utility

• Upload status shown when uploading file to S3 bucket

Language Library - Endpoints

• Endpoints can now be interacted with natively within Python

import runpod

runpod.api_key = "YOUR_API_KEY"
endpoint = runpod.Endpoint("ENDPOINT_ID")

run_request = endpoint.run(
    {"YOUR_MODEL_INPUT_JSON": "YOUR_MODEL_INPUT_VALUE"}
)

# Check the status of the endpoint run request
print(run_request.status())

# Get the output of the endpoint run request, blocking until the endpoint run is complete.
print(run_request.output())

import runpod

runpod.api_key = "YOUR_API_KEY"
endpoint = runpod.Endpoint("ENDPOINT_ID")

run_request = endpoint.run_sync(
    {"YOUR_MODEL_INPUT_JSON": "YOUR_MODEL_INPUT_VALUE"}
)

# Returns the job results if completed within 90 seconds, otherwise, returns the job status.
print(run_request )

Full Changelog: 0.8.4...0.9.1