Metadata-Version: 2.1
Name: prometheus-pandas
Version: 0.3.0
Summary: Pandas integration for Prometheus
Home-page: https://github.com/dcoles/prometheus-pandas
License: UNKNOWN
Description: # Prometheus Pandas
        
        Python library for querying [Prometheus](https://prometheus.io/) and accessing the results as
         [Pandas](https://pandas.pydata.org/) data structures.
        
        This is mostly intended for use in [Jupyter](https://jupyter.org/) notebooks. See [Prometheus.ipynb](Prometheus.ipynb) for an example.
        
        ## Example
        
        Evaluate an instant query at a single point in time:
        
        ```python
        >>> from prometheus_pandas import query
        >>>
        >>> p = query.Prometheus('http://localhost:9090')
        >>> p.query('node_cpu_seconds_total{mode="system"}', '2020-05-10T00:00:00Z')
        node_cpu_seconds_total{cpu="0",instance="localhost:9100",job="node",mode="system"}    15706.47
        node_cpu_seconds_total{cpu="1",instance="localhost:9100",job="node",mode="system"}    15133.25
        node_cpu_seconds_total{cpu="2",instance="localhost:9100",job="node",mode="system"}    15095.59
        node_cpu_seconds_total{cpu="3",instance="localhost:9100",job="node",mode="system"}    14649.20
        dtype: float64
        ```
        
        Evaluates an expression query over a time range:
        
        ```python
        >>> from prometheus_pandas import query
        >>>
        >>> p = query.Prometheus('http://localhost:9090')
        >>> print(p.query_range(
                'sum(rate(node_cpu_seconds_total{mode=~"system|user"}[1m])) by (mode)',
                '2020-10-05T00:00:00Z', '2020-10-05T06:00:00Z', '1h'))
        dtype: float64
        ---
                             {mode="system"}  {mode="user"}
        2020-10-05 00:00:00         0.022667       0.038222
        2020-10-05 01:00:00         0.015333       0.036667
        2020-10-05 02:00:00         0.028000       0.040667
        2020-10-05 03:00:00         0.015111       0.034889
        2020-10-05 04:00:00         0.015556       0.038000
        2020-10-05 05:00:00         0.018444       0.040222
        2020-10-05 06:00:00         0.018222       0.035111
        ```
        
        ## Installation
        
        Latest release via [`pip`](https://pip.pypa.io):
        
        ```bash
        pip install prometheus-pandas [--user]
        ```
        
        via Git:
        
        ```bash
        git clone https://github.com/dcoles/prometheus-pandas.git; cd prometheus-pandas
        python3 setup.py install [--user]
        ```
        
        ## Licence
        
        Licenced under the [MIT License](https://choosealicense.com/licenses/mit/). See `LICENSE` for details.
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
