feat(xml_files): add PNSSet parser

.github/workflows/lint_and_test.yaml

@@ -15,7 +15,7 @@ jobs:
     # Name the job
     name: Lint and Test
     # Set the type of machine to run on
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-20.04
     steps:
         # Check out the latest commit from the current branch
       - name: Checkout Current Branch

examples/example_2.json

@@ -8112,6 +8112,7 @@
         }
     },
     "dipoleSet": {},
+    "PNSSet": {},
     "historyEntries": [
         {
             "name": "Noise_30Seconds",

mffpy/tests/conftest.py

@@ -13,6 +13,7 @@
 ANY KIND, either express or implied.
 """
 
+from typing import Any, Dict
 from glob import glob
 import os.path as op
 from zipfile import ZipFile, ZIP_STORED
@@ -30,3 +31,49 @@ def ensure_mfz():
             for content_filename in glob(op.join(fname[:-3] + 'mff', '*')):
                 arc_filename = op.basename(content_filename)
                 zf.write(content_filename, arcname=arc_filename)
+
+
+@pytest.fixture
+def sensors() -> Dict[int, Any]:
+    return {
+        0: {
+            'name': 'ECG',
+            'number': 0,
+            'unit': 'uV',
+            'psgType': 0,
+            'mapping': 1,
+            'samplingRate': 0,
+            'sensorType': 'ECG',
+            'highpass': 0.3000000119,
+            'lowpass': 70,
+            'notch': 60,
+            'groupNumber': 1,
+            'gain': 1,
+            'defaultDisplayAmplitude': 7.5,
+            'highpassDisplay': 0.3000000119,
+            'lowpassDisplay': 70,
+            'notchDisplay': 60,
+            'color':  [0.0000, 0.0000, 0.0000, 1.0000],
+            'positiveUp': 'false',
+        },
+        1: {
+            'name': 'EMG',
+            'number': 1,
+            'unit': 'uV',
+            'psgType': 0,
+            'mapping': 2,
+            'samplingRate': 0,
+            'sensorType': 'EMG',
+            'highpass': 10,
+            'lowpass': 100,
+            'notch': 60,
+            'groupNumber': 1,
+            'gain': 1,
+            'defaultDisplayAmplitude': 7.5,
+            'highpassDisplay': 10,
+            'lowpassDisplay': 100,
+            'notchDisplay': 60,
+            'color': [0.0000, 0.0000, 0.0000, 1.0000],
+            'positiveUp': 'false',
+        }
+    }

mffpy/tests/test_writer.py

@@ -165,7 +165,7 @@ def test_overwrite_mfz(tmpdir):
         assert R2.startdatetime == time2
 
 
-def test_writer_writes_multple_bins(tmpdir):
+def test_writer_writes_multple_bins(tmpdir, sensors):
     """test that `mffpy.Writer` can write multiple binary files"""
     dirname = join(str(tmpdir), 'multiple_bins.mff')
     device = 'HydroCel GSN 256 1.0'
@@ -174,7 +174,7 @@ def test_writer_writes_multple_bins(tmpdir):
     sampling_rate = 128
     num_channels_dict = {
         'EEG': 256,
-        'PNSData': 16
+        'PNSData': 2
     }
     data = {
         dtype: np.random.randn(
@@ -192,6 +192,12 @@ def test_writer_writes_multple_bins(tmpdir):
     startdatetime = datetime.strptime(
         '1984-02-18T14:00:10.000000+0100', XML._time_format)
     W.addxml('fileInfo', recordTime=startdatetime)
+    W.addxml(
+        'PNSSet',
+        name='Physio 16 set 60hz 1.0',
+        amp_series='400',
+        sensors=sensors,
+    )
     W.add_coordinates_and_sensor_layout(device)
     for b in bin_writers.values():
         W.addbin(b)
@@ -212,6 +218,14 @@ def test_writer_writes_multple_bins(tmpdir):
     layout = XML.from_file(layout)
     assert layout.name == device
 
+    pns_set = R.directory.filepointer('pnsSet')
+    pns_set = XML.from_file(pns_set)
+    assert pns_set.name == 'Physio 16 set 60hz 1.0'
+    assert pns_set.amp_series == '400'
+    for key, val in pns_set.sensors.items():
+        for k, v in val.items():
+            assert v == sensors[key][k]
+
 
 def test_write_multiple_blocks():
     """check that BinWriter correctly handles adding multiple blocks"""

mffpy/tests/test_xml_files.py

@@ -30,6 +30,7 @@
 
 examples_path = join(dirname(__file__), '..', '..', 'examples')
 mff_path = join(examples_path, 'example_1.mff')
+mffpath_3 = join(examples_path, 'example_3.mff')
 
 """
 Here are several fixtures that parse example xml files
@@ -516,6 +517,18 @@ def test_dipoleSet_w_different_order(dipoleSet):
     ], dtype=np.float32))
 
 
+def test_pnsSet(sensors):
+    """test parsing of `pnsSet.xml`"""
+    filepath = join(mffpath_3, 'pnsSet.xml')
+    assert exists(filepath), f"Not found: '{filepath}'"
+    pns_set = XML.from_file(filepath)
+    assert pns_set.name == 'Physio 16 set 60hz 1.0'
+    assert pns_set.amp_series == '400'
+    for key, val in pns_set.sensors.items():
+        for k, v in val.items():
+            assert v == sensors[key][k]
+
+
 @pytest.mark.parametrize("idx,expected", [
     ('name', 'Noise_30Seconds'),
     ('method', 'Segmentation'),

mffpy/xml_files.py

@@ -1266,6 +1266,171 @@ def get_serializable_content(self):
         return content
 
 
+class PNSSet(XML):
+    """Parser for 'pnsSet.xml' file
+
+    These files have the following structure:
+    ```
+    <?xml version="1.0" encoding="UTF-8" standalone="yes" ?>
+    <PNSSet xmlns="http://www.egi.com/pnsSet_mff"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
+        <name>Physio 16 set 60hz 1.0</name>
+        <ampSeries>400</ampSeries>
+        <sensors>
+            <sensor>
+                <name>ECG</name>
+                <number>0</number>
+                <unit>uV</unit>
+                <psgType>0</psgType>
+                <mapping>1</mapping>
+                <samplingRate>0</samplingRate>
+                <sensorType>ECG</sensorType>
+                <highpass>0.3000000119</highpass>
+                <lowpass>70</lowpass>
+                <notch>60</notch>
+                <groupNumber>1</groupNumber>
+                <gain>1</gain>
+                <defaultDisplayAmplitude>7.5</defaultDisplayAmplitude>
+                <highpassDisplay>0.3000000119</highpassDisplay>
+                <lowpassDisplay>70</lowpassDisplay>
+                <notchDisplay>60</notchDisplay>
+                <color>0.0000,0.0000,0.0000,1.0000</color>
+                <positiveUp>false</positiveUp>
+            </sensor>
+            <sensor>
+                <name>EMG</name>
+                <number>1</number>
+                <unit>uV</unit>
+                <psgType>0</psgType>
+                <mapping>2</mapping>
+                <samplingRate>0</samplingRate>
+                <sensorType>EMG</sensorType>
+                <highpass>10</highpass>
+                <lowpass>100</lowpass>
+                <notch>60</notch>
+                <groupNumber>1</groupNumber>
+                <gain>1</gain>
+                <defaultDisplayAmplitude>7.5</defaultDisplayAmplitude>
+                <highpassDisplay>10</highpassDisplay>
+                <lowpassDisplay>100</lowpassDisplay>
+                <notchDisplay>60</notchDisplay>
+                <color>0.0000,0.0000,0.0000,1.0000</color>
+                <positiveUp>false</positiveUp>
+            ...
+    ```
+    """
+
+    _xmlns = r'{http://www.egi.com/pnsSet_mff}'
+    _xmlroottag = r'PNSSet'
+    _default_filename = 'pnsSet.xml'
+    _sensor_type_reverter = {
+        'name': str,
+        'number': str,
+        'unit': str,
+        'psgType': str,
+        'mapping': str,
+        'samplingRate': str,
+        'sensorType': str,
+        'highpass': str,
+        'lowpass': str,
+        'notch': str,
+        'groupNumber': str,
+        'gain': str,
+        'defaultDisplayAmplitude': str,
+        'highpassDisplay': str,
+        'lowpassDisplay': str,
+        'notchDisplay': str,
+        'color': lambda color: ','.join(
+            ["{:.4f}".format(c) for c in color]
+        ),
+        'positiveUp': str
+    }
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self._sensor_type_converter = {
+            'name': str,
+            'number': int,
+            'unit': str,
+            'psgType': int,
+            'mapping': int,
+            'samplingRate': int,
+            'sensorType': str,
+            'highpass': float,
+            'lowpass': float,
+            'notch': int,
+            'groupNumber': int,
+            'gain': int,
+            'defaultDisplayAmplitude': float,
+            'highpassDisplay': float,
+            'lowpassDisplay': float,
+            'notchDisplay': int,
+            'color': lambda s: list(map(float, s.split(","))),
+            'positiveUp': str,
+        }
+
+    @cached_property
+    def sensors(self) -> Dict[int, Any]:
+        return dict([
+            self._parse_sensor(sensor)
+            for sensor in self.find('sensors')
+        ])
+
+    def _parse_sensor(self, el) -> Tuple[int, Any]:
+        assert self.nsstrip(el.tag) == 'sensor', f"""
+        Unknown sensor with tag '{self.nsstrip(el.tag)}'"""
+        ans = {}
+        for e in el:
+            tag = self.nsstrip(e.tag)
+            ans[tag] = self._sensor_type_converter[tag](e.text)
+        return ans['number'], ans
+
+    @cached_property
+    def name(self) -> str:
+        """return value of the name tag"""
+        return self.find('name').text
+
+    @cached_property
+    def amp_series(self) -> str:
+        """return value of the ampSeries tag"""
+        return self.find('ampSeries').text
+
+    def get_content(self) -> Dict[str, Any]:
+        """return properties of the sensor
+        set read from the .xml"""
+        return {
+            'name': self.name,
+            'ampSeries': self.amp_series,
+            'sensors': self.sensors
+        }
+
+    def get_serializable_content(self) -> Dict[str, Any]:
+        """return a serializable object containing the
+        properties of the sensor set read from the .xml"""
+        return copy.deepcopy(self.get_content())
+
+    @classmethod
+    def content(cls, name: str, amp_series: str,  # type: ignore
+                sensors: Dict[int, Any]) -> Dict[str, Any]:
+        """return content in xml-convertible json format"""
+        formatted_sensors = []
+        for sensor in sensors.values():
+            formatted = {}
+            for k, v in sensor.items():
+                assert k in cls._sensor_type_reverter, "sensor property "
+                f"'{k}' not serializable. Needs to be on of "
+                "{list(cls._sensor_type_reverter.keys())}"
+                formatted[k] = {
+                    TEXT: cls._sensor_type_reverter[k](v)  # type: ignore
+                }
+            formatted_sensors.append({TEXT: formatted})
+        return {
+            'name': {TEXT: name},
+            'ampSeries': {TEXT: amp_series},
+            'sensors': {TEXT: {'sensor': formatted_sensors}},
+        }
+
+
 class History(XML):
     """Parser for 'history.xml' files