Renaming DataStructure test into DataFeatures.

1 files changed, 0 insertions, 350 deletions

diff --git a/src/argaze.test/DataStructures.py b/src/argaze.test/DataStructures.py
deleted file mode 100644
index b30c560..0000000
--- a/src/argaze.test/DataStructures.py
+++ /dev/null
@@ -1,350 +0,0 @@
-#!/usr/bin/env python
-
-""" """
-
-__author__ = "Théo de la Hogue"
-__credits__ = []
-__copyright__ = "Copyright 2023, Ecole Nationale de l'Aviation Civile (ENAC)"
-__license__ = "BSD"
-
-import unittest
-from dataclasses import dataclass, field
-import os
-
-from argaze import DataFeatures
-
-import pandas
-import numpy
-
-def random_data_buffer(size, data_keys):
-    """ Generate a random TimeStampedBuffer for testing purpose.
-        Timestamps are current time.
-        Values are tuples containing an expected value and a random value.
-    """
-
-    import random
-    import time
-
-    ts_buffer = DataFeatures.TimeStampedBuffer()
-    
-    for i in range(0, size):
-
-        # Edit data
-        random_data = {}
-        for key in data_keys:
-            random_data[key] = (i, random.random())
-
-        # Store data
-        ts_buffer[time.time()] = random_data
-
-        time.sleep(0.0001)
-
-    return ts_buffer
-
-@dataclass()
-class BasicDataClass():
-    """Define a basic dataclass for testing purpose."""
-
-    value: tuple
-
-class TestTimeStampedBufferClass(unittest.TestCase):
-    """Test TimeStampedBuffer class."""
-
-    def test_new(self):
-        """Test TimeStampedBuffer creation."""
-        
-        # Check TimeStampedBuffer length after creation
-        self.assertEqual(len(DataFeatures.TimeStampedBuffer()), 0)
-        self.assertEqual(len(DataFeatures.TimeStampedBuffer({0: ""})), 1)
-        self.assertEqual(len(DataFeatures.TimeStampedBuffer({0.1: ""})), 1)
-        self.assertEqual(len(DataFeatures.TimeStampedBuffer({0: "A", 1: "B"})), 2)
-
-        # Check TimeStampedBuffer keys after creation
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer().keys()), [])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0: ""}).keys()), [0])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0.1: ""}).keys()), [0.1])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0: "A", 1: "B"}).keys()), [0, 1])
-
-        # Check TimeStampedBuffer items after creation
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer().items()), [])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0: ""}).items()), [(0, "")])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0.1: ""}).items()), [(0.1, "")])
-        self.assertEqual(list(DataFeatures.TimeStampedBuffer({0: "A", 1: "B"}).items()), [(0, "A"), (1, "B")])
-
-        # Check that TimeStampedBuffer creation fails when keys are not numbers
-        with self.assertRaises(AssertionError):
-
-            DataFeatures.TimeStampedBuffer({"first": ""})
-
-    def test_from_dataframe(self):
-        """Test TimeStampedBuffer creation from pandas dataframe."""
-
-        ts_buffer = random_data_buffer(10, ["data_A", "data_B", "data_C"])
-
-        # Check dataframe conversion
-        ts_buffer_from_df = DataFeatures.TimeStampedBuffer.from_dataframe(ts_buffer.as_dataframe())
-
-        self.assertEqual(len(ts_buffer_from_df), 10)
-
-    def test_from_json(self):
-        """Test TimeStampedBuffer creation from json file."""
-
-        # Edit dataframe csv file path
-        current_directory = os.path.dirname(os.path.abspath(__file__))
-        json_filepath = os.path.join(current_directory, 'utils/ts_buffer.json')
-
-        # Load TimeStampedBuffer from json file
-        ts_buffer = DataFeatures.TimeStampedBuffer.from_json(json_filepath)
-
-        self.assertEqual(len(ts_buffer), 3)
-
-    def test___repr__(self):
-        """Test TimeStampedBuffer string representation."""
-
-        self.assertEqual(repr(DataFeatures.TimeStampedBuffer()), "{}")
-        self.assertEqual(repr(DataFeatures.TimeStampedBuffer({0: ""})), "{\"0\": \"\"}")
-        self.assertEqual(repr(DataFeatures.TimeStampedBuffer({0.1: ""})), "{\"0.1\": \"\"}")
-
-        data = BasicDataClass((123, 456))
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: data})
-
-        self.assertEqual(repr(ts_buffer), "{\"0\": {\"value\": [123, 456]}}")
-
-        array = numpy.zeros(3)
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: array})
-
-        self.assertEqual(repr(ts_buffer), "{\"0\": [0.0, 0.0, 0.0]}")
-
-    def test___str__(self):
-        """Test TimeStampedBuffer string representation."""
-
-        self.assertEqual(str(DataFeatures.TimeStampedBuffer()), "{}")
-        self.assertEqual(str(DataFeatures.TimeStampedBuffer({0: ""})), "{\"0\": \"\"}")
-        self.assertEqual(str(DataFeatures.TimeStampedBuffer({0.1: ""})), "{\"0.1\": \"\"}")
-
-        data = BasicDataClass((123, 456))
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: data})
-
-        self.assertEqual(str(ts_buffer), "{\"0\": {\"value\": [123, 456]}}")
-
-        array = numpy.zeros(3)
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: array})
-
-        self.assertEqual(str(ts_buffer), "{\"0\": [0.0, 0.0, 0.0]}")
-
-    def test_append(self):
-        """Test TimeStampedBuffer append method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B"})
-        ts_buffer_next = DataFeatures.TimeStampedBuffer({2: "C", 3: "D"})
-
-        self.assertEqual(len(ts_buffer.append(ts_buffer_next)), 4)
-        self.assertEqual(list(ts_buffer.append(ts_buffer_next).keys()), [0, 1, 2, 3])
-
-    def test_first(self):
-        """Test TimeStampedBuffer first property."""
-
-        self.assertEqual(DataFeatures.TimeStampedBuffer({0: "A", 1: "B"}).first, (0, "A"))
-
-        # Check that accessing to first item of an empty TimeStampedBuffer fails
-        with self.assertRaises(IndexError):
-
-            DataFeatures.TimeStampedBuffer().first
-
-    def test_pop_first(self):
-        """Test TimeStampedBuffer pop_first method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B"})
-
-        self.assertEqual(ts_buffer.pop_first(), (0, "A"))
-        self.assertEqual(len(ts_buffer), 1)
-        self.assertEqual(ts_buffer.first, (1, "B"))
-    
-    def test_pop_last_until(self):
-        """Test TimeStampedBuffer pop_last_until method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        # Check pop until an existing timestamp
-        pop_last_until_2 = ts_buffer.pop_last_until(2)
-
-        self.assertEqual(pop_last_until_2, (2, "C"))
-        self.assertEqual(len(ts_buffer), 2)
-        self.assertEqual(ts_buffer.first, (2, "C"))
-
-        # Check first until an none existing timestamp
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        pop_last_until_1dot5 = ts_buffer.pop_last_until(1.5)
-
-        self.assertEqual(pop_last_until_1dot5, (1, "B"))
-        self.assertEqual(len(ts_buffer), 3)
-        self.assertEqual(ts_buffer.first, (1, "B"))
-    
-    def test_pop_last_before(self):
-        """Test TimeStampedBuffer pop_last_before method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        # Check pop until an existing timestamp
-        last_before_2 = ts_buffer.pop_last_before(2)
-
-        self.assertEqual(last_before_2, (1, "B"))
-        self.assertEqual(len(ts_buffer), 2)
-        self.assertEqual(ts_buffer.first, (2, "C"))
-
-        # Check pop until an none existing timestamp
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        first_until_1dot5 = ts_buffer.pop_last_before(1.5)
-
-        self.assertEqual(first_until_1dot5, (1, "B"))
-        self.assertEqual(len(ts_buffer), 2)
-        self.assertEqual(ts_buffer.first, (2, "C"))
-
-    def test_last(self):
-        """Test TimeStampedBuffer last property."""
-
-        self.assertEqual(DataFeatures.TimeStampedBuffer({0: "A", 1: "B"}).last, (1, "B"))
-
-        # Check that accessing to last item of an empty TimeStampedBuffer fails
-        with self.assertRaises(IndexError):
-
-            DataFeatures.TimeStampedBuffer().last
-
-    def test_pop_last(self):
-        """Test TimeStampedBuffer pop_last method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B"})
-
-        self.assertEqual(ts_buffer.pop_last(), (1, "B"))
-        self.assertEqual(len(ts_buffer), 1)
-        self.assertEqual(ts_buffer.last, (0, "A"))
-
-    def test_get_first_from(self):
-        """Test TimeStampedBuffer get_first_from method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        get_first_from_1 = ts_buffer.get_first_from(1)
-
-        self.assertEqual(get_first_from_1, (1, "B"))
-        self.assertEqual(len(ts_buffer), 4)
-
-        get_first_from_1dot5 = ts_buffer.get_first_from(1.5)
-
-        self.assertEqual(get_first_from_1dot5, (2, "C"))
-
-        get_first_from_0 = ts_buffer.get_first_from(0)
-
-        self.assertEqual(get_first_from_0, (0, "A"))
-
-        # Check that accessing to lately timestamp fails
-        with self.assertRaises(KeyError):
-
-            ts_buffer.get_first_from(4)
-
-    def test_get_last_before(self):
-        """Test TimeStampedBuffer get_last_before method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        get_last_before_2 = ts_buffer.get_last_before(2)
-
-        self.assertEqual(get_last_before_2, (1, "B"))
-        self.assertEqual(len(ts_buffer), 4)
-
-        get_last_before_1dot5 = ts_buffer.get_last_before(1.5)
-
-        self.assertEqual(get_last_before_1dot5, (1, "B"))
-
-        get_last_before_4 = ts_buffer.get_last_before(4)
-
-        self.assertEqual(get_last_before_4, (3, "D"))
-
-        # Check that accessing to early timestamp fails
-        with self.assertRaises(KeyError):
-
-            ts_buffer.get_last_before(-1)
-            
-            
-    def test_get_last_until(self):
-        """Test TimeStampedBuffer get_last_until method."""
-
-        ts_buffer = DataFeatures.TimeStampedBuffer({0: "A", 1: "B", 2: "C", 3: "D"})
-
-        get_last_until_2 = ts_buffer.get_last_until(2)
-
-        self.assertEqual(get_last_until_2, (2, "C"))
-        self.assertEqual(len(ts_buffer), 4)
-
-        get_last_until_1dot5 = ts_buffer.get_last_until(1.5)
-
-        self.assertEqual(get_last_until_1dot5, (1, "B"))
-
-        get_last_until_4 = ts_buffer.get_last_until(4)
-
-        self.assertEqual(get_last_until_4, (3, "D"))
-
-        # Check that accessing to early timestamp fails
-        with self.assertRaises(KeyError):
-
-            ts_buffer.get_last_until(-1)
-
-    def test_as_dataframe(self):
-        """Test TimeStampedBuffer as_dataframe method."""
-
-        ts_buffer = random_data_buffer(10, ["data_A", "data_B", "data_C"])
-
-        # Check dataframe conversion
-        ts_buffer_dataframe = ts_buffer.as_dataframe()
-
-        self.assertEqual(ts_buffer_dataframe.index.name, "timestamp")
-        self.assertEqual(ts_buffer_dataframe.index.size, 10)
-
-        self.assertEqual(ts_buffer_dataframe.columns.size, 3)
-        self.assertEqual(ts_buffer_dataframe.columns[0], "data_A")
-        self.assertEqual(ts_buffer_dataframe.columns[1], "data_B")
-        self.assertEqual(ts_buffer_dataframe.columns[2], "data_C")
-
-        self.assertEqual(ts_buffer_dataframe.index.dtype, 'float64')
-        self.assertEqual(ts_buffer_dataframe["data_A"].dtype, 'object')
-        self.assertEqual(ts_buffer_dataframe["data_B"].dtype, 'object')
-        self.assertEqual(ts_buffer_dataframe["data_C"].dtype, 'object')
-
-        # Check data exclusion option
-        ts_buffer_dataframe = ts_buffer.as_dataframe(exclude=["data_B"])
-
-        self.assertEqual(ts_buffer_dataframe.index.name, "timestamp")
-        self.assertEqual(ts_buffer_dataframe.index.size, 10)
-
-        self.assertEqual(ts_buffer_dataframe.columns.size, 2)
-        self.assertEqual(ts_buffer_dataframe.columns[0], "data_A")
-        self.assertEqual(ts_buffer_dataframe.columns[1], "data_C")
-
-        # Check dataframe split option
-        ts_buffer_dataframe = ts_buffer.as_dataframe(split={"data_B": ["data_B0", "data_B1"]})
-
-        self.assertEqual(ts_buffer_dataframe.index.name, "timestamp")
-        self.assertEqual(ts_buffer_dataframe.index.size, 10)
-
-        self.assertEqual(ts_buffer_dataframe.columns.size, 4)
-        self.assertEqual(ts_buffer_dataframe.columns[0], "data_A")
-        self.assertEqual(ts_buffer_dataframe.columns[1], "data_B0")
-        self.assertEqual(ts_buffer_dataframe.columns[2], "data_B1")
-        self.assertEqual(ts_buffer_dataframe.columns[3], "data_C")
-
-        # Check dataframe conversion with dataclass
-        data = BasicDataClass((123, 456))
-        ts_buffer_dataframe = DataFeatures.TimeStampedBuffer({0: data}).as_dataframe()
-
-        self.assertEqual(ts_buffer_dataframe.index.name, "timestamp")
-        self.assertEqual(ts_buffer_dataframe.index.size, 1)
-
-        self.assertEqual(ts_buffer_dataframe.columns.size, 1)
-        self.assertEqual(ts_buffer_dataframe.columns[0], "value")
-
-
-if __name__ == '__main__':
-
-    unittest.main()
\ No newline at end of file