netdata-pandas 0.0.9

A helper library for pulling data from netdata into a pandas dataframe.

netdata-pandas

A helper library to pull data from netdata api into a pandas dataframe.

Install

pip install netdata-pandas

Quickstart

Get some data into a pandas dataframe.

from netdata_pandas.data import get_data

df = get_data('london.my-netdata.io', ['system.cpu','system.load'], after=-60, before=0)
print(df.shape)
df.head()

(61, 12)

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	system.cpu|guest_nice	system.cpu|guest	system.cpu|steal	system.cpu|softirq	system.cpu|irq	system.cpu|user	system.cpu|system	system.cpu|nice	system.cpu|iowait	system.load|load1	system.load|load5	system.load|load15
time_idx
1592257125	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	0.0	0.0
1592257129	0.0	0.0	0.0	0.000000	0.0	0.501253	0.751880	0.0	0.0	NaN	NaN	NaN
1592257130	0.0	0.0	0.0	0.000000	0.0	0.501253	0.751880	0.0	0.0	0.0	0.0	0.0
1592257131	0.0	0.0	0.0	0.249377	0.0	0.997506	0.498753	0.0	0.0	NaN	NaN	NaN
1592257132	0.0	0.0	0.0	0.000000	0.0	0.503778	0.755668	0.0	0.0	NaN	NaN	NaN