Python raw_to_ts Examples

Example #1

def test_ts_to_range():
    path = os.path.join(THIS_DIR, os.pardir, 'tests/data/sample-raw.csv')
    raw = pd.read_csv(path).sort_values('date')
    ts = raw_to_ts(raw)
    range = ts_to_range(ts, time_range='24H')
    assert 'category' in range.index.names
    assert 'date' in range.index.names
    assert range.iloc[0, 0] > 1

Example #2

def test_ts_to_range_no_categories():
    path = os.path.join(THIS_DIR, os.pardir, 'tests/data/sample-raw.csv')
    raw = pd.read_csv(path)
    ts = raw_to_ts(raw)
    ts2 = ts[ts['category'] == 'A']
    ts2 = ts2.drop(columns='category')
    range = ts_to_range(ts2, time_range='24H')
    assert 'category' not in range.index.names
    assert 'date' in range.index.names
    assert range.iloc[0, 0] > 1

Example #3

File: test_get_ranged_ts.py Project: omri374/moda

def test_raw_to_ts1():
    path = os.path.join(THIS_DIR, os.pardir, "tests/data/sample-raw.csv")
    raw = pd.read_csv(path)
    ts = raw_to_ts(raw)
    assert isinstance(ts.index, pd.DatetimeIndex)

Example #4

File: test_get_ranged_ts.py Project: omri374/moda

def test_ts_to_range():
    path = os.path.join(THIS_DIR, os.pardir, "tests/data/sample-raw.csv")
    raw = pd.read_csv(path)
    ts = raw_to_ts(raw)