Lithops-1.0.5

Added

• log_level propagated to functions
• added an option to get debug logs from boto3
• Support for configurable IAM endpoint
• added chunk_size tests

Changed

• Project structure refactor
• Modified create_zip_action method
• Docs updated
• Improved runtime deployment
• improved 'bucket' parallelism in partitioning
• Removed annoying info prints

Fixed

• Fix function name
• Fixed issue in cf_connector when running PW from Windows
• Fix issue with log_level
• Fixed issue with white spaces when deploying a runtime

Version 1.0.4 release

Added

• Added rabbitmq logic
• Added is_notebook method
• Added wrapper to data_stream for partitioned data
• Created WrappedStreamingBodyPartition() class for data partitions
• Run multiple maps() in the same executor
• added multiple execution on the same executor tests
• added ibm_cos tests
• Added download_results parameter in monitor() method to ensure all results are downloaded
• Added pika package to dependencies
• Tracking new futures from a function
• Example of Docker image for dlib

Changed

• Change name of wait() method to monitor()
• Tuned up some parameters to speedup wait method
• Moved all partitioner logic into partitioner.py
• Installation script to support PW version as a parameter
• Changed way to get last row position on data partition
• Deleted duplicated get_result method
• Hide urllib3 annoying debug logs within functions
• Activate remote_invocation when data comes from COS
• Docs updated

Fixed

• Fixed partitioner data wrapper
• Fix tests to work with last partitioner update
• Fixed chunk threshold
• Fix printing plots
• Fixed rabbitmq config
• Some other fixes

Lithops-1.0.3

Added

• Add support to generate execution timeline plots
• pi_estimation_using_monte_carlo_with_PyWren.ipynb
• stock_prediction_monte_carlo_with_PyWren.ipynb
• Added missing modules in setup.py
• Added memory usage in action logs

Changed

• Reverted cloudpickle usage
• Move default action memory to 512MB
• Improved installation script
• Refactored deploy_runtime script
• Updated deploy_runtime script, clone command
• Docs updated
• Finished map() and map_reduce() consistency issue
• Raise exception when some activation fails

Fixed

• Fixed issue reusing COS tokens
• Fixed partitioner object split
• Fixed map() and map_reduce() consistency issue
• Some other fixes

Lithops-1.0.2

Added

• ibm_boto3 client as an input of the parameter 'ibm_cos' of the function
• Add functional test script
• Added retry logic
• Invoker logic
• Added missing init file
• Added user agent to identify pywren
• Added missing dependencies

Changed

• Abstracted COS logic for map() and map_reduce() methods
• pw.map() method through COS abstractions
• Retry mechanism when exception
• Use CloudPickle module in all project for serializing/unserializing
• Docs updated
• Storage separation
• Project update. 'bx' and 'wsk' CLI tools are no longer necessary
• Updated setup.py
• Deleted requirements.txt
• Updated default_preinstalls

Fixed

• Minor warnings fix
• Fixed logging
• step back with gevent until import fixed in openwhisk
• Fixed issue when running map_reduce job from COS keys
• Fixed issue retrieving results
• Fixed issue when processing a dataset from url
• Fixed issue when running map_reduce method
• Some other fixes

Lithops-1.0.1

Added

• Example of the Docker image that is based on Anaconda
• Enabled support for multiple call_assync() calls in the same pw instance
• Added 'OutOfMemory' Exception
• Jupyter notebook example
• configurable cleaner for temporary data

Changed

• Changed and improved logging in order to log correctly within IBM Cloud Functions
• Changed Python interpreter of the data_cleaner method
• Moved some info prints to debug
• improved remote function invocation mechanism

Fixed

• Fixing flask security issues CVE-2018-1000656
• Fixed minor issue when futures is not a list
• Fixed default config exception. API KEY is not mandatory.
• Fixes in logging
• Some other fixes