waldorf | Waldorf is an efficient , parallel task execution framework | Job Scheduling library
kandi X-RAY | waldorf Summary
kandi X-RAY | waldorf Summary
waldorf is a Python library typically used in Data Processing, Job Scheduling, RabbitMQ, Framework applications. waldorf has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install waldorf' or download it from GitHub, PyPI.
Waldorf is an efficient, parallel task execution framework written in Python. It was developed for research into reinforcement learning algorithms at our startup company in Beijing, China. Waldorf is based on the Celery distributed task queue, and takes its name from Waldorf salad, which also has celery as an ingredient. It can speed up algorithms such as Monte Carlo Tree Search (MCTS) by spreading concurrent sub-tasks, written as Python functions, across multiple machines and automating the collection of outputs. Waldorf can also be used to implement MapReduce-style work-flows. Although Waldorf can be deployed on cloud servers, our emphasis at the moment is on utilizing the spare CPU capacity of a commodity PC cluster (e.g. normal office workstations). Support for GPUs may be included in a future release.
Waldorf is an efficient, parallel task execution framework written in Python. It was developed for research into reinforcement learning algorithms at our startup company in Beijing, China. Waldorf is based on the Celery distributed task queue, and takes its name from Waldorf salad, which also has celery as an ingredient. It can speed up algorithms such as Monte Carlo Tree Search (MCTS) by spreading concurrent sub-tasks, written as Python functions, across multiple machines and automating the collection of outputs. Waldorf can also be used to implement MapReduce-style work-flows. Although Waldorf can be deployed on cloud servers, our emphasis at the moment is on utilizing the spare CPU capacity of a commodity PC cluster (e.g. normal office workstations). Support for GPUs may be included in a future release.
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Quality
Security
License
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Support
waldorf has a low active ecosystem.
It has 20 star(s) with 5 fork(s). There are 5 watchers for this library.
It had no major release in the last 12 months.
waldorf has no issues reported. There are 1 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of waldorf is 0.6.0.post1
Quality
waldorf has 0 bugs and 0 code smells.
Security
waldorf has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
waldorf code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
waldorf is licensed under the Apache-2.0 License. This license is Permissive.
Permissive licenses have the least restrictions, and you can use them in most projects.
Reuse
waldorf releases are available to install and integrate.
Deployable package is available in PyPI.
Build file is available. You can build the component from source.
Installation instructions, examples and code snippets are available.
Top functions reviewed by kandi - BETA
kandi has reviewed waldorf and discovered the below as its top functions. This is intended to give you an instant insight into waldorf implemented functionality, and help decide if they suit your requirements.
- Respond to a get_info request
- Update the cores
- Add a slave
- Update the list of cores
- Main loop
- Handle retry
- Format log record
- Respond to a GET request
- Parse an environment
- Handle a GET request response
- Called when the worker is received
- Parse command line arguments
- Called when a clean response is received
- Respond to an update table
- Register a new task
- Get environment variables
- Deal with a git credential
- Called when a connection is received
- Called when a GET command is received
- Setup celery
- Receive a client info response
- Get system information
- Clone a git repository
- Start the celery worker
- Called when a response is received
- Parse the response of get_env
Get all kandi verified functions for this library.
waldorf Key Features
No Key Features are available at this moment for waldorf.
waldorf Examples and Code Snippets
No Code Snippets are available at this moment for waldorf.
Community Discussions
Trending Discussions on waldorf
QUESTION
How to add a column to a dataframe and set all rows to a specific value
Asked 2021-Feb-19 at 04:23
Attempt
After reading a large json file and capturing only the 'text' column, I would like to add a column to dataframe and set all rows to a specific value:
ANSWER
Answered 2021-Feb-19 at 04:23The problem is that your read_json(....).text line returns a series, not a dataframe.
Adding a .to_frame() and referencing the column in the following line should fix it:
QUESTION
MySQL query to count occurrences on days of the year
Asked 2020-Sep-01 at 12:12
I have a (large) table like this:
...ANSWER
Answered 2020-Sep-01 at 12:12One way to achieve this is to select all the distinct city/date combinations in a subquery and then count the occurrence of each city:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install waldorf
Install Waldorf using the installation guide and check out the gym demo.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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