Skip to main content
Donate to the Python Software Foundation or Purchase a PyCharm License to Benefit the PSF! Donate Now

No project description provided

Project description

python-grid5000 is a python package wrapping the Grid’5000 REST API. You can use it as a library in your python project or you can explore the Grid’5000 resources interactively using the embedded shell.

Warning

The code is currently being developed heavily. Jump to the contributing section if you want to be involved.

1 Thanks

The core code is borrowed from python-gitlab with small adaptations to conform with the Grid5000 API models (with an ’s’!)

2 Contributing

  • To contribute, you can drop me an email or open an issue for a bug report, or feature request.
  • There are many areas where this can be improved some of them are listed here:

3 Comparison with …

  • RESTfully: It consumes REST API following the HATEOAS principles. This allows the client to fully discover the resources and actions available. Most of the G5K API follow theses principles but, for instance the Storage API don’t. Thus RESTfully isn’t compatible with all the features offered by the Grid’5000 API. It’s a ruby library. Python-grid5000 borrows the friendly syntax for resource browsing, but in python.
  • Execo: Written in Python. The api module gathers a lot of utils functions leveraging the Grid’5000 API. Resources aren’t exposed in a syntax friendly manner, instead functions for some classical operations are exposed (mainly getters). It has a convenient way of caching the reference API. Python-grid5000 is a wrapper around the Grid’5000 that seeks 100% coverage. Python-grid5000 is resource oriented.
  • Raw requests: The reference for HTTP library in python. Good for prototyping but low-level. python-grid5000 encapsulates this library.

4 Installation and examples

  • Please refer to https://api.grid5000.fr/doc/4.0/reference/spec.html for the complete specification.
  • All the examples are exported in the examples subdirectory so you can easily test and adapt them.
  • The configuration is read from a configuration file located in the home directory (should be compatible with the restfully one). It can be created with the following:
echo '
username: MYLOGIN
password: MYPASSWORD
' > ~/.python-grid5000.yaml

Hint

Inside Grid’5000, you’l probably need to set verify_ssl: False

  • Using a virtualenv is recommended (python 3.5+ is required)
virtualenv -p python3 venv
source venv/bin/activate
pip install python-grid5000

4.1 Grid’5000 shell

If you call grid5000 on the command line you should land in a ipython shell. Before starting, the file $HOME/.python-grid5000.yaml will be loaded.

$) grid5000

Python 3.6.5 (default, Jun 17 2018, 21:32:15)
Type 'copyright', 'credits' or 'license' for more information
IPython 7.3.0 -- An enhanced Interactive Python. Type '?' for help.

In [1]: gk.sites.list()
Out[1]:
[<Site uid:grenoble>,
 <Site uid:lille>,
 <Site uid:luxembourg>,
 <Site uid:lyon>,
 <Site uid:nancy>,
 <Site uid:nantes>,
 <Site uid:rennes>,
 <Site uid:sophia>]

In [2]: # gk is your entry point

4.2 Reference API

4.2.1 Get node information

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

node_info = gk.sites["nancy"].clusters["grisou"].nodes["grisou-1"]
print("grisou-1 has {threads} threads and has {ram} bytes of RAM".format(
    threads=node_info.architecture["nb_threads"],
    ram=node_info.main_memory["ram_size"]))

4.2.2 Get Versions of resources

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

root_versions = gk.root.get().versions.list()
print(root_versions)

rennes = gk.sites["rennes"]
site_versions = rennes.versions.list()
print(site_versions)

cluster = rennes.clusters["paravance"]
cluster_versions = cluster.versions.list()
print(cluster_versions)

node_versions = cluster.nodes["paravance-1"]
print(node_versions)

4.3 Monitoring API

4.3.1 Get Statuses of resources

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

rennes = gk.sites["rennes"]
site_statuses = rennes.status.list()
print(site_statuses)

cluster = rennes.clusters["paravance"]
cluster_statuses = cluster.status.list()

4.4 Job API

4.4.1 Job filtering

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

# state=running will be placed in the query params
running_jobs = gk.sites["rennes"].jobs.list(state="running")
print(running_jobs)

# get a specific job by its uid
job = gk.sites["rennes"].jobs.get("424242")
print(job)
# or using the bracket notation
job = gk.sites["rennes"].jobs["424242"]
print(job)

4.4.2 Submit a job

import logging
import os
import time

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

# This is equivalent to gk.sites.get("rennes")
site = gk.sites["rennes"]

job = site.jobs.create({"name": "pyg5k",
                        "command": "sleep 3600"})

while job.state != "running":
    job.refresh()
    print("Waiting for the job [%s] to be running" % job.uid)
    time.sleep(10)

print(job)
print("Assigned nodes : %s" % job.assigned_nodes)

4.5 Deployment API

4.5.1 Deploy an environment

import logging
import os
import time

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

# This is equivalent to gk.sites.get("rennes")
site = gk.sites["rennes"]

job = site.jobs.create({"name": "pyg5k",
                        "command": "sleep 3600",
                        "types": ["deploy"]})

while job.state != "running":
    job.refresh()
    print("Waiting the job [%s] to be running" % job.uid)
    time.sleep(10)

print("Assigned nodes : %s" % job.assigned_nodes)

deployment = site.deployments.create({"nodes": job.assigned_nodes,
                                      "environment": "debian9-x64-min"})

while deployment.status != "terminated":
    deployment.refresh()
    print("Waiting for the deployment [%s] to be finished" % deployment.uid)
    time.sleep(10)

print(deployment.result)

4.6 Storage API

4.6.1 Get Storage accesses

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

print(gk.sites["rennes"].storage["msimonin"].access.list())

4.6.2 Set storage accesses (e.g for vms)

from netaddr import IPNetwork
import logging
import os
import time

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)
site = gk.sites["rennes"]

job = site.jobs.create({"name": "pyg5k",
                        "command": "sleep 3600",
                        "resources": "slash_22=1+nodes=1"})

while job.state != "running":
    job.refresh()
    print("Waiting the job [%s] to be running" % job.uid)
    time.sleep(5)

subnet = job.resources_by_type['subnets'][0]
ip_network = [str(ip) for ip in IPNetwork(subnet)]

# create acces for all ips in the subnet
access = site.storage["msimonin"].access.create({"ipv4": ip_network,
                                                  "termination": {"job": job.uid,
                                                                  "site": site.uid}})

4.7 Vlan API

4.7.1 Get vlan(s)

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

site = gk.sites["rennes"]

# Get all vlans
vlans = site.vlans.list()
print(vlans)

# Get on specific
vlan = site.vlans.get("4")
print(vlan)

vlan = site.vlans["4"]
print(vlan)

# Get vlan of some nodes
print(site.vlansnodes.submit({"nodes": ["paravance-1.rennes.grid5000.fr", "paravance-2.rennes.grid5000.fr"]}))


# Get nodes in vlan
print(site.vlans["4"].nodes.list())

4.7.2 Set nodes in vlan

  • Putting primary interface in a vlan

    import logging
    import os
    import time
    
    from grid5000 import Grid5000
    
    
    logging.basicConfig(level=logging.DEBUG)
    
    conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
    gk = Grid5000.from_yaml(conf_file)
    site = gk.sites["rennes"]
    
    job = site.jobs.create({"name": "pyg5k",
                            "command": "sleep 3600",
                            "resources": "{type='kavlan'}/vlan=1+nodes=1",
                            "types": ["deploy"]})
    
    while job.state != "running":
        job.refresh()
        print("Waiting the job [%s] to be runnning" % job.uid)
        time.sleep(5)
    
    deployment = site.deployments.create({"nodes": job.assigned_nodes,
                                          "environment": "debian9-x64-min",
                                          "vlan": job.resources_by_type["vlans"][0]})
    
    while deployment.status != "terminated":
        deployment.refresh()
        print("Waiting for the deployment [%s] to be finished" % deployment.uid)
        time.sleep(10)
    
    print(deployment.result)
    
  • Putting the secondary interface in a vlan

    import logging
    import os
    import time
    
    from grid5000 import Grid5000
    
    
    logging.basicConfig(level=logging.DEBUG)
    
    
    def _to_network_address(host, interface):
        """Translate a host to a network address
        e.g:
        paranoia-20.rennes.grid5000.fr -> paranoia-20-eth2.rennes.grid5000.fr
        """
        splitted = host.split('.')
        splitted[0] = splitted[0] + "-" + interface
    
        return ".".join(splitted)
    
    
    conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
    gk = Grid5000.from_yaml(conf_file)
    
    site = gk.sites["rennes"]
    
    job = site.jobs.create({"name": "pyg5k",
                            "command": "sleep 3600",
                            "resources": "{type='kavlan'}/vlan=1+{cluster='paranoia'}nodes=1",
                            "types": ["deploy"]
    })
    
    while job.state != "running":
        job.refresh()
        print("Waiting the job [%s] to be runnning" % job.uid)
        time.sleep(5)
    
    vlanid = job.resources_by_type["vlans"][0]
    
    # we hard code the interface but this can be discovered in the node info
    # TODO: write the code here to discover
    nodes = [_to_network_address(n, "eth2") for n in job.assigned_nodes]
    print(nodes)
    
    # set in vlan
    site.vlans[vlanid].submit({"nodes": nodes})
    

4.8 More snippets

4.8.1 Site of a cluster

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

clusters = ["dahu", "parasilo", "chetemi"]

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

sites = gk.sites.list()
matches = []
for site in sites:
    candidates = site.clusters.list()
    matching = [c.uid for c in candidates if c.uid in clusters]
    if len(matching) == 1:
        matches.append((site, matching[0]))
        clusters.remove(matching[0])
print("We found the following matches %s" % matches)

4.8.2 Get all job with a given name on all the sites

import logging
import os

from grid5000 import Grid5000


logging.basicConfig(level=logging.DEBUG)

NAME = "pyg5k"

conf_file = os.path.join(os.environ.get("HOME"), ".python-grid5000.yaml")
gk = Grid5000.from_yaml(conf_file)

sites = gk.sites.list()
site = gk.sites["rennes"]
sites = [gk.sites["rennes"], gk.sites["nancy"], gk.sites["grenoble"]]

# creates some jobs
jobs = []
for site in sites:
    job = site.jobs.create({"name": "pyg5k",
                            "command": "sleep 3600"})
    jobs.append(job)

_jobs = []
for site in sites:
    _jobs.append((site.uid, site.jobs.list(name=NAME,
                                           state="waiting,launching,running")))

print("We found %s" % _jobs)

# deleting the jobs
for job in jobs:
    job.delete()

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
python_grid5000-0.0.15-py3-none-any.whl (18.4 kB) Copy SHA256 hash SHA256 Wheel py3

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN SignalFx SignalFx Supporter DigiCert DigiCert EV certificate StatusPage StatusPage Status page