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

Project description

netdata-pandas

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

pypi package CI

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)
<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }
.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}
</style>
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

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