symphony | Distributed machine learning orchestration engine
kandi X-RAY | symphony Summary
kandi X-RAY | symphony Summary
Symphony aims to ease the process of launching and monitoring multi-process / multi-node computation tasks. It provides a simple abstraction for launching multiple processes in a centralized place and supports multiple backends (e.g. tmux and kubernetes). It also provides a set of essential commandline interfaces to monitor the status of the processes involved.
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Top functions reviewed by kandi - BETA
- Query resources using jsonpath
- Get the namespace command
- Query Kubectl resources
- Generate selectors
- Get the log for a given experiment
- Parse container status list
- Return information about the running experiment
- Launch a process
- Update the config dictionary
- Return information about a process
- Get tmux log
- Sanitize a Docker name
- Switch the current experiment
- Get a running process
- Get log for a given experiment
- Function to setup the services
- Sanitize a DNS name
- Transfer a scp file
- Assign a process to a process
- Create a new experiment
- Get the log of a given experiment
- Execute a command on a given experiment
- Get information about the given experiment
- Launch an experiment
- Get process group information
- Execute commands
symphony Key Features
symphony Examples and Code Snippets
Lines of Code : 26License : Non-SPDX (NOASSERTION)
Copy# myproject.py
from symphony.commandline import SymphonyParser
from symphony.engine import Cluster
from symphony.kube import KubeCluster
import sys
class MyProjectParser(SymphonyParser):
def create_cluster(self): # step 1
return Cluster. # Run experiment.py
from symphony import Cluster
cluster = Cluster.new('tmux', preamble_cmds=['source activate venv', 'export DISABLE_MUJOCO_RENDERING=1']) # cluster is a TmuxCluster
exp = cluster.new_experiment('rl') # exp is a TmuxExperimentSpec $> symphony p
Group Name Ready Restarts State
agent-0 1 0 running: 23.2h
eval-0 1 0 running: 23.2h
...
$> symphony logs agent-0
Agent starting ...
$> sy Community Discussions
Trending Discussions on symphony
QUESTION
So, right now, what I'm trying to do is that I'm trying to scrape a table from rottentomatoes.com and but every time I run the code, I'm facing an issue that it just prints
...ANSWER
Answered 2022-Mar-10 at 21:12Reading tables via pandas.read_html() as provided by @F.Hoque would probably the leaner approache but you can also get your results with BeautifulSoup only.
Iterate over all of the
tags.text.get_text()QUESTION
I was working on the following code which will take input the scrap which has a few phrases as:
...ANSWER
Answered 2022-Feb-25 at 10:35ps = list(set(prog_list))
for p in ps:
for s in scrap:
words = s.split()
for w in words:
if p == w.lower():
r = s+f" - due to the word {p}"
TRUE_PROG.append(r)
print(TRUE_PROG)
QUESTION
I am beginner to symfony. When I calling get API in symphony,Showing error like below.
...ANSWER
Answered 2022-Feb-21 at 09:50It depends on your version of symfony. in version 6 (and maybe 5.4 as well) you don't need any extra config other then autowire: true and autoconfigure: true.
in older versions you have to tell the framework to treat your controllers as controllers with method autowiring:
QUESTION
I am running scrapy spider using flask and crochet. In this I am using Rule Link extractor for defining the rules. In the rule, I am setting allow_domains which is passed from flask application.
spider.py
...ANSWER
Answered 2022-Feb-11 at 06:44The problem here is that CrawlSpider constructor (init) is also handling the rules parameter, so if we need to assign them, we'll have to do it before calling the default constructor.
QUESTION
I've worked hard to solve a probelm where I can now parse a lot of xml into my js and create an object within the functions that contains all the data from the xml that I want.
What I can't do is get a function to return the object as a result so that I can use it in my wider code.
I've logged to console each exit point of each nested function and worked out where it gets stuck but can't work out how to get the data any further...
Could you have a look and see why it is stuck at the point where I've commented. Many thanks if you choose to help a little!
...ANSWER
Answered 2022-Jan-23 at 17:47This type of code is a lesson in asynchronous programming. Functions like fs.readFile() and parser.parseString() are asynchronous. That means that when you call them, they initiate their operation and then IMMEDIATELY return and the rest of your code after them runs. This seriously messes up sequential programming unless you write the code correctly for asynchronous programming. It is ONE of the main things to learn when you start coding in nodejs as lots and lots of things are asynchronous in nodejs.
Fortunately, promises can make it easier to write proper asynchronous code, but you still must be aware of it. And, even when using promises, you will still have to be aware of how/when you can use asynchronously retrieved results.
Here's a reworked version of your code:
QUESTION
I have a rabbitmq message queue on which many other services report status updates for what's called a Point. Now, on a separate service (written with SpringBoot), I need to listen for those Point updates and convert that into a Prometheus-scrapable endpoint.
So my plan is to convert the incoming Point objects into Meters and register them in the MeterRegistry. And that works, but only for some of the points. I haven't figured out, yet, which exactly are visible and which aren't because it looks like that depends on the order in which they come in after a restart of the service. I couldn't figure out any pattern, yet, that would help troubleshooting.
From what I understood reading the micrometer documentation, the Meter is created once, we give it an object and a function that allows it to retrieve the double value from that object for the metric. Since, I have new instances of Point coming in every couple of seconds, that value won't just be updated as the Meter is referencing the old Point.
Assuming this is correct, I added a little wrapper around that Point (the PointWrapper) that I pass to the Meter and cache instance of PointWrapper myself. Now when a new Point comes in, I check if I already have a PointWrapper for that Point and if so, I replace the Point instance in the wrapper with the new one.
ANSWER
Answered 2022-Jan-23 at 02:52This line is suspicious:
QUESTION
I am trying to scrape all the urls in websites like https://www.laphil.com/ https://madisonsymphony.org/ https://www.californiasymphony.org/ etc to name the few. I am getting many urls scraped but not getting complete urls related to that domain. I am not sure why it is not scraping all the urls.
code
items.py
...ANSWER
Answered 2022-Jan-22 at 19:26spider.py:
QUESTION
I am using Lumen for a set of APIs.
using streamedresponse built in library of symphony.
...ANSWER
Answered 2022-Jan-04 at 18:48PHP ZTS was missing from all the servers except the one where the streamed response was working.
Adding php zts on the server fixed the problem for me finally.
QUESTION
I have 2 JDBC Datasources defined in a Spring Boot application utilizing used in a Spring Batch job. However, after autowiring the datasources, only one gets used. The one used is the one annotated @Primary. If I place the annotation on the other JDBC datasource that gets used instead. In a nutshell only one of the JDBC datasources ever gets used. I use Lombok in some places but I'm unsure if that is playing a part.
Here are the datasources:
...ANSWER
Answered 2021-Dec-10 at 01:48In the class JobRepositoryConfig: In the bean:
QUESTION
I'm trying to learn Python and for some reason print summary returns all records, 7 times per record instead of returning all records. I'm running Python3.10, what would be the cause of this? My code is down below:
...ANSWER
Answered 2021-Dec-01 at 20:43Your issue is with this clause:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install symphony
You can use symphony like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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