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autom8qc.qaqc.flatline
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FlatLineTest
============

Class
-----

.. autoclass:: autom8qc.qaqc.flatline.FlatLineTest
   :members:
   :show-inheritance:

Example
-------

.. code-block:: python

   # Generate sample data
   import numpy as np
   import pandas as pd
   np.random.seed(42)
   mu, sigma = 50, 3
   values = np.random.normal(mu, sigma, 500)
   values[100:140] = 48
   values[250:] += 3
   values[400:435] = 55
   index = pd.date_range(start="1/1/2021", periods=500, freq="min")
   series = pd.Series(values, index=index)

   # Perform test and plot the results
   from autom8qc.qaqc.flatline import FlatLineTest
   test = FlatLineTest(stuck_points=30)
   test.plot(series=series, series_name="Example")

Visualization
-------------

.. figure:: ./figures/FlatLineTest.svg
   :width: 100%