runpod

Full Changelog: https://github.com/runpod/runpod-python/compare/0.9.2...0.9.3

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• Removed outdated docs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 https://github.com/runpod/runpod-python/pull/15

New Contributors

• @SkullMag made their first contribution in https://github.com/runpod/runpod-python/pull/15

Full Changelog: https://github.com/runpod/runpod-python/compare/0.9.1...0.9.2

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: https://github.com/runpod/runpod-python/compare/0.8.4...0.9.1

What's Changed

• Fix log message for test_inputs.json by @jimgoo in https://github.com/runpod/runpod-python/pull/10

New Contributors

• @jimgoo made their first contribution in https://github.com/runpod/runpod-python/pull/10

Full Changelog: https://github.com/runpod/runpod-python/compare/0.8.3...0.8.4

Full Changelog: https://github.com/runpod/runpod-python/compare/0.8.2...0.8.3

Full Changelog: https://github.com/runpod/runpod-python/compare/0.8.1...0.8.2

Features:

• Logging level implements

Fix:

• Wraps errors with a string

Changes:

• Realtime endpoint is now {endpoint_id}/realtime

Full Changelog: https://github.com/runpod/runpod-python/compare/0.8.0...0.8.1

• Realtime Worker
  • FastAPI natively available within the serverless worker

What's Changed

• Fast api by @justinmerrell in https://github.com/runpod/runpod-python/pull/6

New Contributors

• @justinmerrell made their first contribution in https://github.com/runpod/runpod-python/pull/6

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.6...0.8.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.5...0.7.6

feature:

• utility function to upload to custom bucket

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.4...0.7.5

Clean up:

• Improved verbose formatting
• Does not try to to post results while testing

Fix:

• Handles bool returns

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.3...0.7.4

Fix:

• Download utility supports pre-signed URLs

Tests:

• Download utility test re-introduced

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.2...0.7.3

Full Changelog: https://github.com/runpod/runpod-python/compare/0.7.0...0.7.1

Features:

• Better local development

Bug Fixes:

• Run errors hidden

move to asyncio fix issue with long running jobs add retries to http calls make main loop more reliable

Full Changelog: https://github.com/runpod/runpod-python/compare/0.6.3...0.6.4

Full Changelog: https://github.com/runpod/runpod-python/compare/0.6.2...0.6.3

Full Changelog: https://github.com/runpod/runpod-python/compare/0.6.0...0.6.1

Full Changelog: https://github.com/runpod/runpod-python/compare/0.5.2...0.6.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.5.1...0.5.2

Full Changelog: https://github.com/runpod/runpod-python/compare/0.5.0...0.5.1

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.6...0.5.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.5...0.4.6

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.4...0.4.5

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.3...0.4.4

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.2...0.4.3

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.1...0.4.2

Full Changelog: https://github.com/runpod/runpod-python/compare/0.4.0...0.4.1

Full Changelog: https://github.com/runpod/runpod-python/compare/0.3.1...0.4.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.3.0...0.3.1

Full Changelog: https://github.com/runpod/runpod-python/compare/0.2.4...0.3.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.2.3...0.2.4

Full Changelog: https://github.com/runpod/runpod-python/compare/0.2.2...0.2.3

Full Changelog: https://github.com/runpod/runpod-python/compare/0.2.1...0.2.2

Full Changelog: https://github.com/runpod/runpod-python/compare/0.2.0...0.2.1

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.15...0.2.0

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.14...0.1.15

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.13...0.1.14

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.12...0.1.13

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.11...0.1.12

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.10...0.1.11

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.9...0.1.10

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.6...0.1.7

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.5...0.1.6

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.4...0.1.5

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.2...0.1.4

Full Changelog: https://github.com/runpod/runpod-python/compare/0.1.1...0.1.2

Full Changelog: https://github.com/runpod/runpod-python/commits/0.1.0