csgapi

Computer Systems Genome API

About

The Mission of the Computer Systems Genome Project (CSGenome) is to conduct the first scientific effort to catalog the lineage of computer system performance over time to enable knowledge discovery and further understanding of the impact of computing innovations on transformative technologies, the knowledge-based economy, and societal change.
This is an API to access our database and request computer system information, ranging from RAM, to processors, and even GPUs.
Learn more at our website: https://csgenome.org/

Table of Contents

• Computer Systems Genome API
  • About
  • Getting Started and Tutorial
  • Examples
  • Contributing
  • Credits

Getting Started and Tutorial

Install through pip install csgapi

Retrieve the client through the import

from csgapi import client

Connect the client with

cli = client.CSGenome()

If you have an auth token that allows you more access:

cli = client.CSGenome(auth_token='test123')

Accessing a specific table in our database

cli.processors

Getting an entry in a table given UID

cli.processors.get(1000)

Retrieving only specific columns of an entry

cli.processors.get(uid=1, params={'columns': 'model,uid'})

Getting a list of entries and only specific columns

cli.processors.list(columns=['model', 'uid'])

Request entries that satisfy a filter

Get all processors with clock_speed of 2100
cli.processors.list(clock_speed=2100)

Get all processors within 2100 to 2500 value for clock_speed
cli.processors.list(clock_speed=[ge(2100), lt(2500)])

Get all processors wih clock_speed greater than 2100
cli.processors.list(clock_speed=gt(2100))

ge() is used to signify greater than or equal to
gt() is used to signify greater than
le() is used to signify less than or equal to
lt() is used to signify less than

These functions can be imported from csgapi.base

Higher authentication capabilities (Post, Put, Delete)

Create entry
processor_data = {'vdd_high': test}
res1 = cli.processor.create(data=processor_data)

Update a entry by UID
updated_data = {'accepted_memory': 'spec2017_test_put'}
res = cli.spec2017.update(50, updated_data)

Modify a specific entry
res = cli.spec2017.get(50)
res.accepted_memory = "test_smart_update"
res.save()

Delete an entry by UID
cli.processors.delete(50)

Examples

Using the data in our database, you can create meaningful visualizations such as these.

Contributing

If you would like to submit a request for a change, email us at [e-mail]

Credits

The CSGenome Project is led by Professors Kirk W. Cameron (PI), Godmar Back (co-PI and Technical Advisor), and Margaret Ellis (co-PI and Team Leader) and an extremely talented and highly diverse group of more than a dozen Virginia Tech undergraduate and graduate students.