From ee86890944b0d1538c8baff6b454a83fc5226baa Mon Sep 17 00:00:00 2001 From: Ryan Ly Date: Thu, 27 Jul 2023 13:11:01 -0400 Subject: [PATCH 01/32] Don't run validation test in integration tests (#1740) --- .github/workflows/run_coverage.yml | 2 +- CHANGELOG.md | 5 +++++ environment-ros3.yml | 2 +- test.py | 35 +++++++++++++++++++++--------- 4 files changed, 32 insertions(+), 12 deletions(-) diff --git a/.github/workflows/run_coverage.yml b/.github/workflows/run_coverage.yml index a465676bc..acbc3bd05 100644 --- a/.github/workflows/run_coverage.yml +++ b/.github/workflows/run_coverage.yml @@ -71,7 +71,7 @@ jobs: - name: Run integration tests and generate coverage report run: | - python -m coverage run -p test.py --integration --backwards + python -m coverage run -p test.py --integration --validation-module --backwards # validation CLI tests generate separate .coverage files that need to be merged python -m coverage combine python -m coverage xml # codecov uploader requires xml format diff --git a/CHANGELOG.md b/CHANGELOG.md index 7fa808a77..70f768eb9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,10 @@ # PyNWB Changelog +## PyNWB 2.4.1 (July 26, 2023) + +### Bug fixes +- Stop running validation tests as part of integration tests. They cause issues in CI and can be run separately. @rly [#1740](https://github.com/NeurodataWithoutBorders/pynwb/pull/1740) + ## PyNWB 2.4.0 (July 23, 2023) ### Enhancements and minor changes diff --git a/environment-ros3.yml b/environment-ros3.yml index 83e9d37d2..3244a32d2 100644 --- a/environment-ros3.yml +++ b/environment-ros3.yml @@ -12,4 +12,4 @@ dependencies: - pandas==2.0.0 - python-dateutil==2.8.2 - setuptools - - dandi==0.52.0 # NOTE: dandi does not support osx-arm64 + - dandi==0.55.1 # NOTE: dandi does not support osx-arm64 diff --git a/test.py b/test.py index ba9eebe47..96b33445c 100755 --- a/test.py +++ b/test.py @@ -12,7 +12,16 @@ import traceback import unittest -flags = {'pynwb': 2, 'integration': 3, 'example': 4, 'backwards': 5, 'validation': 6, 'ros3': 7, 'example-ros3': 8} +flags = { + 'pynwb': 2, + 'integration': 3, + 'example': 4, + 'backwards': 5, + 'validate-examples': 6, + 'ros3': 7, + 'example-ros3': 8, + 'validation-module': 9 +} TOTAL = 0 FAILURES = 0 @@ -233,9 +242,6 @@ def run_integration_tests(verbose=True): run_test_suite("tests/integration/utils", "integration utils tests", verbose=verbose) - # also test the validation script - run_test_suite("tests/validation", "validation tests", verbose=verbose) - def clean_up_tests(): # remove files generated from running example files @@ -298,18 +304,21 @@ def main(): help='run example tests with ros3 streaming') parser.add_argument('-b', '--backwards', action='append_const', const=flags['backwards'], dest='suites', help='run backwards compatibility tests') - parser.add_argument('-w', '--validation', action='append_const', const=flags['validation'], dest='suites', - help='run example tests and validation tests on example NWB files') + parser.add_argument('-w', '--validate-examples', action='append_const', const=flags['validate-examples'], + dest='suites', help='run example tests and validation tests on example NWB files') parser.add_argument('-r', '--ros3', action='append_const', const=flags['ros3'], dest='suites', help='run ros3 streaming tests') + parser.add_argument('-x', '--validation-module', action='append_const', const=flags['validation-module'], + dest='suites', help='run tests on pynwb.validate') args = parser.parse_args() if not args.suites: args.suites = list(flags.values()) # remove from test suites run by default args.suites.pop(args.suites.index(flags['example'])) args.suites.pop(args.suites.index(flags['example-ros3'])) - args.suites.pop(args.suites.index(flags['validation'])) + args.suites.pop(args.suites.index(flags['validate-examples'])) args.suites.pop(args.suites.index(flags['ros3'])) + args.suites.pop(args.suites.index(flags['validation-module'])) # set up logger root = logging.getLogger() @@ -332,8 +341,10 @@ def main(): run_test_suite("tests/unit", "pynwb unit tests", verbose=args.verbosity) # Run example tests - if flags['example'] in args.suites or flags['validation'] in args.suites: + is_run_example_tests = False + if flags['example'] in args.suites or flags['validate-examples'] in args.suites: run_example_tests() + is_run_example_tests = True # Run example tests with ros3 streaming examples # NOTE this requires h5py to be built with ROS3 support and the dandi package to be installed @@ -342,13 +353,17 @@ def main(): run_example_ros3_tests() # Run validation tests on the example NWB files generated above - if flags['validation'] in args.suites: + if flags['validate-examples'] in args.suites: validate_nwbs() # Run integration tests if flags['integration'] in args.suites: run_integration_tests(verbose=args.verbosity) + # Run validation module tests, requires coverage to be installed + if flags['validation-module'] in args.suites: + run_test_suite("tests/validation", "validation tests", verbose=args.verbosity) + # Run backwards compatibility tests if flags['backwards'] in args.suites: run_test_suite("tests/back_compat", "pynwb backwards compatibility tests", verbose=args.verbosity) @@ -358,7 +373,7 @@ def main(): run_test_suite("tests/integration/ros3", "pynwb ros3 streaming tests", verbose=args.verbosity) # Delete files generated from running example tests above - if flags['example'] in args.suites or flags['validation'] in args.suites: + if is_run_example_tests: clean_up_tests() final_message = 'Ran %s tests' % TOTAL From f0b3317b1dcd87bc89671145105db2141f23f65d Mon Sep 17 00:00:00 2001 From: Ben Dichter Date: Fri, 28 Jul 2023 12:58:12 -0400 Subject: [PATCH 02/32] add get_timestamps to TimeSeries (#1741) * add get_timestamps to TimeSeries * Update CHANGELOG.md --- CHANGELOG.md | 7 +++++-- src/pynwb/base.py | 6 ++++++ tests/unit/test_base.py | 9 +++++++++ 3 files changed, 20 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 70f768eb9..d7dbad481 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,8 +1,11 @@ # PyNWB Changelog -## PyNWB 2.4.1 (July 26, 2023) +## PyNWB 2.5.0 (Upcoming) -### Bug fixes +### Enhancements and minor changes +- Add `TimeSeries.get_timestamps`. @bendichter [#1741](https://github.com/NeurodataWithoutBorders/pynwb/pull/1741) + +## PyNWB 2.4.1 (July 26, 2023) - Stop running validation tests as part of integration tests. They cause issues in CI and can be run separately. @rly [#1740](https://github.com/NeurodataWithoutBorders/pynwb/pull/1740) ## PyNWB 2.4.0 (July 23, 2023) diff --git a/src/pynwb/base.py b/src/pynwb/base.py index 41f163c70..fb52e2530 100644 --- a/src/pynwb/base.py +++ b/src/pynwb/base.py @@ -281,6 +281,12 @@ def __add_link(self, links_key, link): def time_unit(self): return self.__time_unit + def get_timestamps(self): + if self.fields.get('timestamps'): + return self.timestamps + else: + return np.arange(len(self.data)) / self.rate + self.starting_time + @register_class('Image', CORE_NAMESPACE) class Image(NWBData): diff --git a/tests/unit/test_base.py b/tests/unit/test_base.py index a27a90e96..cd7cc2bc9 100644 --- a/tests/unit/test_base.py +++ b/tests/unit/test_base.py @@ -9,9 +9,11 @@ TimeSeriesReference, ImageReferences ) +from pynwb.testing.mock.base import mock_TimeSeries from pynwb.testing import TestCase from hdmf.data_utils import DataChunkIterator from hdmf.backends.hdf5 import H5DataIO +from numpy.testing import assert_array_equal class TestProcessingModule(TestCase): @@ -386,6 +388,13 @@ def test_dimension_warning(self): timestamps=[0.3, 0.4, 0.5, 0.6, 0.7, 0.8], ) + def test_get_timestamps(self): + time_series = mock_TimeSeries(data=[1, 2, 3], rate=40.0, starting_time=30.0) + assert_array_equal(time_series.get_timestamps(), [30, 30+1/40, 30+2/40]) + + time_series = mock_TimeSeries(data=[1, 2, 3], timestamps=[3, 4, 5], rate=None) + assert_array_equal(time_series.get_timestamps(), [3, 4, 5]) + class TestImage(TestCase): def test_init(self): From 74c045a1ffa59008a11b441066dce0d52ed25613 Mon Sep 17 00:00:00 2001 From: Ben Dichter Date: Sat, 29 Jul 2023 09:15:56 -0400 Subject: [PATCH 03/32] add TimeSeries.get_data_in_units() (#1745) * add TimeSeries.get_data_in_units() * Update CHANGELOG.md * fix flak8 --- CHANGELOG.md | 3 ++- src/pynwb/base.py | 3 +++ src/pynwb/testing/mock/base.py | 2 ++ tests/unit/test_base.py | 14 ++++++++++++-- 4 files changed, 19 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d7dbad481..1552b97e6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -3,7 +3,8 @@ ## PyNWB 2.5.0 (Upcoming) ### Enhancements and minor changes -- Add `TimeSeries.get_timestamps`. @bendichter [#1741](https://github.com/NeurodataWithoutBorders/pynwb/pull/1741) +- Add `TimeSeries.get_timestamps()`. @bendichter [#1741](https://github.com/NeurodataWithoutBorders/pynwb/pull/1741) +- Add `TimeSeries.get_data_in_units()`. @bendichter [#1745](https://github.com/NeurodataWithoutBorders/pynwb/pull/1745) ## PyNWB 2.4.1 (July 26, 2023) - Stop running validation tests as part of integration tests. They cause issues in CI and can be run separately. @rly [#1740](https://github.com/NeurodataWithoutBorders/pynwb/pull/1740) diff --git a/src/pynwb/base.py b/src/pynwb/base.py index fb52e2530..bec8903d5 100644 --- a/src/pynwb/base.py +++ b/src/pynwb/base.py @@ -287,6 +287,9 @@ def get_timestamps(self): else: return np.arange(len(self.data)) / self.rate + self.starting_time + def get_data_in_units(self): + return np.asarray(self.data) * self.conversion + self.offset + @register_class('Image', CORE_NAMESPACE) class Image(NWBData): diff --git a/src/pynwb/testing/mock/base.py b/src/pynwb/testing/mock/base.py index 37271dd8f..976688481 100644 --- a/src/pynwb/testing/mock/base.py +++ b/src/pynwb/testing/mock/base.py @@ -18,6 +18,7 @@ def mock_TimeSeries( control=None, control_description=None, continuity=None, + offset=0., ): return TimeSeries( name=name or name_generator("TimeSeries"), @@ -33,4 +34,5 @@ def mock_TimeSeries( control=control, control_description=control_description, continuity=continuity, + offset=offset, ) diff --git a/tests/unit/test_base.py b/tests/unit/test_base.py index cd7cc2bc9..805f946ec 100644 --- a/tests/unit/test_base.py +++ b/tests/unit/test_base.py @@ -1,4 +1,5 @@ import numpy as np +from numpy.testing import assert_array_equal from pynwb.base import ( ProcessingModule, @@ -9,11 +10,10 @@ TimeSeriesReference, ImageReferences ) -from pynwb.testing.mock.base import mock_TimeSeries from pynwb.testing import TestCase +from pynwb.testing.mock.base import mock_TimeSeries from hdmf.data_utils import DataChunkIterator from hdmf.backends.hdf5 import H5DataIO -from numpy.testing import assert_array_equal class TestProcessingModule(TestCase): @@ -395,6 +395,16 @@ def test_get_timestamps(self): time_series = mock_TimeSeries(data=[1, 2, 3], timestamps=[3, 4, 5], rate=None) assert_array_equal(time_series.get_timestamps(), [3, 4, 5]) + def test_get_data_in_units(self): + ts = mock_TimeSeries(data=[1., 2., 3.], conversion=2., offset=3.) + assert_array_equal(ts.get_data_in_units(), [5., 7., 9.]) + + ts = mock_TimeSeries(data=[1., 2., 3.], conversion=2.) + assert_array_equal(ts.get_data_in_units(), [2., 4., 6.]) + + ts = mock_TimeSeries(data=[1., 2., 3.]) + assert_array_equal(ts.get_data_in_units(), [1., 2., 3.]) + class TestImage(TestCase): def test_init(self): From 946070bec78fc11c74a678904942621a07cba5c2 Mon Sep 17 00:00:00 2001 From: Ben Dichter Date: Sat, 29 Jul 2023 10:58:11 -0400 Subject: [PATCH 04/32] Enh mock nwbfile (#1707) * add nwbfile to all mock functions * fix SpikeEventSeries * fix flake8 * add write tests for mocks and fix errors * add to mock docs --------- Co-authored-by: Matthew Avaylon --- docs/source/testing/mock.rst | 44 ++++++- src/pynwb/testing/mock/base.py | 29 +++-- src/pynwb/testing/mock/behavior.py | 67 +++++++--- src/pynwb/testing/mock/device.py | 19 ++- src/pynwb/testing/mock/ecephys.py | 92 +++++++++----- src/pynwb/testing/mock/file.py | 25 ++-- src/pynwb/testing/mock/icephys.py | 147 ++++++++++++++-------- src/pynwb/testing/mock/ogen.py | 54 ++++++--- src/pynwb/testing/mock/ophys.py | 188 ++++++++++++++++++++--------- tests/unit/test_mock.py | 82 +++++++------ 10 files changed, 515 insertions(+), 232 deletions(-) diff --git a/docs/source/testing/mock.rst b/docs/source/testing/mock.rst index fe0f761a3..ff98ce988 100644 --- a/docs/source/testing/mock.rst +++ b/docs/source/testing/mock.rst @@ -7,9 +7,9 @@ neurodata objects. However, this can be quite laborious for some types. For inst :py:class:`~hdmf.common.table.DynamicTableRegion` of a :py:class:`~pynwb.ophys.PlaneSegmentation` table with the appropriate rows. This object in turn requires input of an :py:class:`~pynwb.ophys.ImageSegmentation` object, which in turn requires a :py:class:`~pynwb.device.Device` and an :py:class:`~pynwb.ophys.OpticalChannel` object. In -the end, creating a single neurodata object in this case requires the creation of 5 other objects. ``testing.mock`` -is a module that creates boilerplate objects with a single line of code that can be used for testing. In this case, you -could simply run +the end, creating a single neurodata object in this case requires the creation of 5 other objects. +:py:mod:`.testing.mock` is a module that creates boilerplate objects with a single line of code that can be used for +testing. In this case, you could simply run .. code-block:: python @@ -28,6 +28,44 @@ necessary neurodata types. You can customize any of these fields just as you wou roi_response_series = mock_RoiResponseSeries(data=[[1,2,3], [1,2,3]]) + +If you want to create objects and automatically add them to an :py:class:`~pynwb.file.NWBFile`, create an +:py:class:`~pynwb.file.NWBFile` and pass it into the mock function: + +.. code-block:: python + + from pynwb.testing.mock.file import mock_NWBFile + from pynwb.testing.mock.ophys import mock_RoiResponseSeries + + nwbfile = mock_NWBFile() + mock_RoiResponseSeries(nwbfile=nwbfile) + +Now this NWBFile contains an :py:class:`~pynwb.ophys.RoiResponseSeries` and all the upstream classes: + +.. code-block:: python + + print(nwbfile) + + root pynwb.file.NWBFile at 0x4335131760 + Fields: + devices: { + Device , + Device2 + } + file_create_date: [datetime.datetime(2023, 6, 26, 21, 56, 44, 322249, tzinfo=tzlocal())] + identifier: 3c13e816-a50f-49a9-85ec-93b9944c3e79 + imaging_planes: { + ImagingPlane , + ImagingPlane2 + } + processing: { + ophys + } + session_description: session_description + session_start_time: 1970-01-01 00:00:00-05:00 + timestamps_reference_time: 1970-01-01 00:00:00-05:00 + + Name generator -------------- Two neurodata objects stored in the same location within an NWB file must have unique names. This can cause an error diff --git a/src/pynwb/testing/mock/base.py b/src/pynwb/testing/mock/base.py index 976688481..45b95fc08 100644 --- a/src/pynwb/testing/mock/base.py +++ b/src/pynwb/testing/mock/base.py @@ -1,26 +1,30 @@ +from typing import Optional + import numpy as np +from ... import NWBFile from ...base import TimeSeries from .utils import name_generator def mock_TimeSeries( - name=None, + name: Optional[str] = None, data=None, - unit="volts", - resolution=-1.0, - conversion=1.0, + unit: str = "volts", + resolution: float = -1.0, + conversion: float = 1.0, timestamps=None, - starting_time=None, - rate=10.0, - comments="no comments", - description="no description", + starting_time: Optional[float] = None, + rate: Optional[float] = 10.0, + comments: str = "no comments", + description: str = "no description", control=None, control_description=None, continuity=None, + nwbfile: Optional[NWBFile] = None, offset=0., -): - return TimeSeries( +) -> TimeSeries: + time_series = TimeSeries( name=name or name_generator("TimeSeries"), data=data if data is not None else np.array([1, 2, 3, 4]), unit=unit, @@ -36,3 +40,8 @@ def mock_TimeSeries( continuity=continuity, offset=offset, ) + + if nwbfile is not None: + nwbfile.add_acquisition(time_series) + + return time_series diff --git a/src/pynwb/testing/mock/behavior.py b/src/pynwb/testing/mock/behavior.py index b0aba5eb1..b76d21dc8 100644 --- a/src/pynwb/testing/mock/behavior.py +++ b/src/pynwb/testing/mock/behavior.py @@ -1,5 +1,8 @@ +from typing import Optional + import numpy as np +from ... import NWBFile, TimeSeries from ...behavior import ( PupilTracking, Position, @@ -11,21 +14,22 @@ def mock_SpatialSeries( - name=None, + name: Optional[str] = None, data=None, - reference_frame="lower left is (0, 0)", - unit="meters", + reference_frame: str = "lower left is (0, 0)", + unit: str = "meters", conversion=1.0, resolution=-1.0, timestamps=None, - starting_time=None, - rate=10.0, - comments="no comments", - description="no description", + starting_time: Optional[float] = None, + rate: Optional[float] = 10.0, + comments: str = "no comments", + description: str = "no description", control=None, control_description=None, -): - return SpatialSeries( + nwbfile: Optional[NWBFile] = None, +) -> SpatialSeries: + spatial_series = SpatialSeries( name=name or name_generator("SpatialSeries"), data=data if data is not None else np.array([1, 2, 3, 4]), reference_frame=reference_frame, @@ -41,21 +45,48 @@ def mock_SpatialSeries( control_description=control_description, ) + if nwbfile is not None: + nwbfile.add_acquisition(spatial_series) + + return spatial_series + def mock_Position( - name=None, spatial_series=None, -): - return Position(name=name or name_generator("Position"), spatial_series=spatial_series or [mock_SpatialSeries()]) + name: Optional[str] = None, spatial_series: Optional[SpatialSeries] = None, nwbfile: Optional[NWBFile] = None, +) -> Position: + + position = Position( + name=name or name_generator("Position"), spatial_series=spatial_series or [mock_SpatialSeries(nwbfile=nwbfile)] + ) + + if nwbfile is not None: + nwbfile.add_acquisition(position) + return position def mock_PupilTracking( - name=None, time_series=None, -): - return PupilTracking(name=name or name_generator("PupilTracking"), time_series=time_series or [mock_TimeSeries()]) + name: Optional[str] = None, time_series: Optional[TimeSeries] = None, nwbfile: Optional[NWBFile] = None +) -> PupilTracking: + pupil_tracking = PupilTracking( + name=name or name_generator("PupilTracking"), time_series=time_series or [mock_TimeSeries(nwbfile=nwbfile)] + ) + + if nwbfile is not None: + nwbfile.add_acquisition(pupil_tracking) + + return pupil_tracking -def mock_CompassDirection(name=None, spatial_series=None): - return CompassDirection( +def mock_CompassDirection( + name: Optional[str] = None, spatial_series: Optional[SpatialSeries] = None, nwbfile: Optional[NWBFile] = None +) -> CompassDirection: + + compass_direction = CompassDirection( name=name or name_generator("CompassDirection"), - spatial_series=spatial_series or [mock_SpatialSeries(unit="radians")], + spatial_series=spatial_series or [mock_SpatialSeries(unit="radians", nwbfile=nwbfile)], ) + + if nwbfile is not None: + nwbfile.add_acquisition(compass_direction) + + return compass_direction diff --git a/src/pynwb/testing/mock/device.py b/src/pynwb/testing/mock/device.py index b1ad960cc..06ac628e8 100644 --- a/src/pynwb/testing/mock/device.py +++ b/src/pynwb/testing/mock/device.py @@ -1,15 +1,24 @@ +from typing import Optional + +from ... import NWBFile from ...device import Device from .utils import name_generator def mock_Device( - name=None, - description="description", - manufacturer=None, -): - return Device( + name: Optional[str] = None, + description: str = "description", + manufacturer: Optional[str] = None, + nwbfile: Optional[NWBFile] = None, +) -> Device: + device = Device( name=name or name_generator("Device"), description=description, manufacturer=manufacturer, ) + + if nwbfile is not None: + nwbfile.add_device(device) + + return device diff --git a/src/pynwb/testing/mock/ecephys.py b/src/pynwb/testing/mock/ecephys.py index 3e9e2d960..888f19962 100644 --- a/src/pynwb/testing/mock/ecephys.py +++ b/src/pynwb/testing/mock/ecephys.py @@ -1,42 +1,62 @@ +from typing import Optional + import numpy as np -from hdmf.common.table import DynamicTableRegion +from hdmf.common.table import DynamicTableRegion, DynamicTable -from ...file import ElectrodeTable +from ...device import Device +from ...file import ElectrodeTable, NWBFile from ...ecephys import ElectricalSeries, ElectrodeGroup, SpikeEventSeries from .device import mock_Device from .utils import name_generator def mock_ElectrodeGroup( - name=None, - description="description", - location="location", - device=None, - position=None, -): - return ElectrodeGroup( + name: Optional[str] = None, + description: str = "description", + location: str = "location", + device: Optional[Device] = None, + position: Optional[str] = None, + nwbfile: Optional[NWBFile] = None, +) -> ElectrodeGroup: + + electrode_group = ElectrodeGroup( name=name or name_generator("ElectrodeGroup"), description=description, location=location, - device=device or mock_Device(), + device=device or mock_Device(nwbfile=nwbfile), position=position, ) + if nwbfile is not None: + nwbfile.add_electrode_group(electrode_group) + + return electrode_group -def mock_ElectrodeTable(n_rows=5, group=None): - table = ElectrodeTable() - group = group if group is not None else mock_ElectrodeGroup() + +def mock_ElectrodeTable( + n_rows: int = 5, group: Optional[ElectrodeGroup] = None, nwbfile: Optional[NWBFile] = None +) -> DynamicTable: + electrodes_table = ElectrodeTable() + group = group if group is not None else mock_ElectrodeGroup(nwbfile=nwbfile) for i in range(n_rows): - table.add_row( + electrodes_table.add_row( location="CA1", group=group, group_name=group.name, ) - return table + + if nwbfile is not None: + nwbfile.electrodes = electrodes_table + + return electrodes_table -def mock_electrodes(n_electrodes=5, table=mock_ElectrodeTable(n_rows=5)): +def mock_electrodes( + n_electrodes: int = 5, table: Optional[DynamicTable] = None, nwbfile: Optional[NWBFile] = None +) -> DynamicTableRegion: + + table = table or mock_ElectrodeTable(n_rows=5, nwbfile=nwbfile) return DynamicTableRegion( name="electrodes", data=list(range(n_electrodes)), @@ -46,36 +66,48 @@ def mock_electrodes(n_electrodes=5, table=mock_ElectrodeTable(n_rows=5)): def mock_ElectricalSeries( - name=None, - description="description", + name: Optional[str] = None, + description: str = "description", data=None, - rate=30000.0, + rate: float = 30000.0, timestamps=None, - electrodes=None, - filtering="filtering", -): - return ElectricalSeries( + electrodes: Optional[DynamicTableRegion] = None, + filtering: str = "filtering", + nwbfile: Optional[NWBFile] = None +) -> ElectricalSeries: + electrical_series = ElectricalSeries( name=name or name_generator("ElectricalSeries"), description=description, data=data if data is not None else np.ones((10, 5)), rate=rate, timestamps=timestamps, - electrodes=electrodes or mock_electrodes(), + electrodes=electrodes or mock_electrodes(nwbfile=nwbfile), filtering=filtering, ) + if nwbfile is not None: + nwbfile.add_acquisition(electrical_series) + + return electrical_series + def mock_SpikeEventSeries( - name=None, - description="description", + name: Optional[str] = None, + description: str = "description", data=None, timestamps=np.arange(10).astype(float), - electrodes=None, -): - return SpikeEventSeries( + electrodes: Optional[DynamicTableRegion] = None, + nwbfile: Optional[NWBFile] = None, +) -> SpikeEventSeries: + spike_event_series = SpikeEventSeries( name=name or name_generator("SpikeEventSeries"), description=description, data=data if data is not None else np.ones((10, 5)), timestamps=timestamps if timestamps is not None else np.arange(10).astype(float), - electrodes=electrodes if electrodes is not None else mock_electrodes(), + electrodes=electrodes if electrodes is not None else mock_electrodes(nwbfile=nwbfile), ) + + if nwbfile is not None: + nwbfile.add_acquisition(spike_event_series) + + return spike_event_series diff --git a/src/pynwb/testing/mock/file.py b/src/pynwb/testing/mock/file.py index 1447b97cc..943f86dcb 100644 --- a/src/pynwb/testing/mock/file.py +++ b/src/pynwb/testing/mock/file.py @@ -1,3 +1,4 @@ +from typing import Optional from uuid import uuid4 from datetime import datetime from dateutil.tz import tzlocal @@ -7,31 +8,35 @@ def mock_NWBFile( - session_description='session_description', - identifier=None, - session_start_time=datetime(1970, 1, 1, tzinfo=tzlocal()), - subject=None, + session_description: str = 'session_description', + identifier: Optional[str] = None, + session_start_time: datetime = datetime(1970, 1, 1, tzinfo=tzlocal()), **kwargs ): return NWBFile( session_description=session_description, identifier=identifier or str(uuid4()), session_start_time=session_start_time, - subject=subject or mock_Subject(), **kwargs ) def mock_Subject( - age="P50D", - description="this is a mock mouse.", - sex="F", - subject_id=None, + age: Optional[str] = "P50D", + description: str = "this is a mock mouse.", + sex: Optional[str] = "F", + subject_id: Optional[str] = None, + nwbfile: Optional[NWBFile] = None, ): - return Subject( + subject = Subject( age=age, description=description, sex=sex, subject_id=subject_id or name_generator("subject"), ) + + if nwbfile is not None: + nwbfile.subject = subject + + return subject diff --git a/src/pynwb/testing/mock/icephys.py b/src/pynwb/testing/mock/icephys.py index bd3a0f1b5..2f13323e8 100644 --- a/src/pynwb/testing/mock/icephys.py +++ b/src/pynwb/testing/mock/icephys.py @@ -1,3 +1,5 @@ +from typing import Optional + import numpy as np from pynwb.icephys import ( @@ -12,90 +14,113 @@ from .utils import name_generator from .device import mock_Device +from ... import NWBFile +from ...device import Device def mock_IntracellularElectrode( - name=None, description="description", device=None, -): - return IntracellularElectrode( + name: Optional[str] = None, + description: str = "description", + device: Optional[Device] = None, + nwbfile: Optional[NWBFile] = None, +) -> IntracellularElectrode: + intracellular_electrode = IntracellularElectrode( name=name or name_generator("IntracellularElectrode"), description=description, - device=device or mock_Device(), + device=device or mock_Device(nwbfile=nwbfile), ) + if nwbfile is not None: + nwbfile.add_icephys_electrode(intracellular_electrode) + + return intracellular_electrode + def mock_VoltageClampStimulusSeries( - name=None, + name: Optional[str] = None, data=None, - rate=100_000., - electrode=None, - gain=0.02, + rate: float = 100_000., + electrode: Optional[IntracellularElectrode] = None, + gain: float = 0.02, timestamps=None, - starting_time=None, -): - return VoltageClampStimulusSeries( + starting_time: Optional[float] = None, + nwbfile: Optional[NWBFile] = None, +) -> VoltageClampStimulusSeries: + voltage_clamp_stimulus_series = VoltageClampStimulusSeries( name=name or name_generator("VoltageClampStimulusSeries"), data=data or np.ones((30,)), rate=None if timestamps else rate, - electrode=electrode or mock_IntracellularElectrode(), + electrode=electrode or mock_IntracellularElectrode(nwbfile=nwbfile), gain=gain, timestamps=timestamps, starting_time=starting_time, ) + if nwbfile is not None: + nwbfile.add_stimulus(voltage_clamp_stimulus_series) + + return voltage_clamp_stimulus_series + def mock_VoltageClampSeries( - name=None, + name: Optional[str] = None, data=None, - conversion=1.0, - resolution=np.nan, - starting_time=None, - rate=100_000.0, - electrode=None, - gain=0.02, - capacitance_slow=100e-12, - resistance_comp_correction=70.0, -): - return VoltageClampSeries( + conversion: float = 1.0, + resolution: float = np.nan, + starting_time: Optional[float] = None, + rate: Optional[float] = 100_000.0, + electrode: Optional[IntracellularElectrode] = None, + gain: float = 0.02, + capacitance_slow: float = 100e-12, + resistance_comp_correction: float = 70.0, + nwbfile: Optional[NWBFile] = None, +) -> VoltageClampSeries: + voltage_clamp_series = VoltageClampSeries( name=name if name is not None else name_generator("VoltageClampSeries"), data=data if data is not None else np.ones((30,)), conversion=conversion, resolution=resolution, starting_time=starting_time, rate=rate, - electrode=electrode or mock_IntracellularElectrode(), + electrode=electrode or mock_IntracellularElectrode(nwbfile=nwbfile), gain=gain, capacitance_slow=capacitance_slow, resistance_comp_correction=resistance_comp_correction, ) + if nwbfile is not None: + nwbfile.add_acquisition(voltage_clamp_series) + + return voltage_clamp_series + def mock_CurrentClampSeries( - name=None, + name: Optional[str] = None, data=None, - electrode=None, - gain=0.02, - stimulus_description="N/A", + electrode: Optional[IntracellularElectrode] = None, + gain: float = 0.02, + stimulus_description: str = "N/A", bias_current=None, bridge_balance=None, capacitance_compensation=None, resolution=-1.0, conversion=1.0, timestamps=None, - starting_time=None, - rate=100_000., - comments="no comments", - description="no description", + starting_time: Optional[float] = None, + rate: Optional[float] = 100_000., + comments: str = "no comments", + description: str = "no description", control=None, control_description=None, sweep_number=None, offset=0.0, - unit="volts", -): - return CurrentClampSeries( + unit: str = "volts", + nwbfile: Optional[NWBFile] = None, +) -> CurrentClampSeries: + current_clamp_series = CurrentClampSeries( name=name if name is not None else name_generator("CurrentClampSeries"), data=data if data is not None else np.ones((30,)), - electrode=electrode or mock_IntracellularElectrode(), + electrode=electrode or mock_IntracellularElectrode(nwbfile=nwbfile), gain=gain, stimulus_description=stimulus_description, bias_current=bias_current, @@ -115,9 +140,14 @@ def mock_CurrentClampSeries( unit=unit, ) + if nwbfile is not None: + nwbfile.add_acquisition(current_clamp_series) + + return current_clamp_series + def mock_CurrentClampStimulusSeries( - name=None, + name: Optional[str] = None, data=None, electrode=None, gain=0.02, @@ -134,11 +164,12 @@ def mock_CurrentClampStimulusSeries( sweep_number=None, offset=0.0, unit="amperes", -): - return CurrentClampStimulusSeries( + nwbfile: Optional[NWBFile] = None, +) -> CurrentClampStimulusSeries: + current_clamp_stimulus_series = CurrentClampStimulusSeries( name=name or name_generator("CurrentClampStimulusSeries"), data=data if data is not None else np.ones((30,)), - electrode=electrode or mock_IntracellularElectrode(), + electrode=electrode or mock_IntracellularElectrode(nwbfile=nwbfile), gain=gain, stimulus_description=stimulus_description, resolution=resolution, @@ -155,11 +186,16 @@ def mock_CurrentClampStimulusSeries( unit=unit, ) + if nwbfile is not None: + nwbfile.add_stimulus(current_clamp_stimulus_series) + + return current_clamp_stimulus_series + def mock_IZeroClampSeries( - name=None, + name: Optional[str] = None, data=None, - electrode=None, + electrode: Optional[IntracellularElectrode] = None, gain=.02, stimulus_description="N/A", resolution=-1.0, @@ -174,11 +210,12 @@ def mock_IZeroClampSeries( sweep_number=None, offset=0.0, unit="volts", -): - return IZeroClampSeries( + nwbfile: Optional[NWBFile] = None, +) -> IZeroClampSeries: + izero_clamp_series = IZeroClampSeries( name=name or name_generator("IZeroClampSeries"), data=data if data is not None else np.ones((30,)), - electrode=electrode or mock_IntracellularElectrode(), + electrode=electrode or mock_IntracellularElectrode(nwbfile=nwbfile), gain=gain, stimulus_description=stimulus_description, resolution=resolution, @@ -195,13 +232,25 @@ def mock_IZeroClampSeries( unit=unit, ) + if nwbfile is not None: + nwbfile.add_acquisition(izero_clamp_series) -def mock_IntracellularRecordingsTable(n_rows=5): + return izero_clamp_series + + +def mock_IntracellularRecordingsTable( + n_rows: int = 5, nwbfile: Optional[NWBFile] = None +) -> IntracellularRecordingsTable: irt = IntracellularRecordingsTable() for _ in range(n_rows): - electrode = mock_IntracellularElectrode() + electrode = mock_IntracellularElectrode(nwbfile=nwbfile) irt.add_recording( electrode=electrode, - stimulus=mock_VoltageClampStimulusSeries(electrode=electrode), - response=mock_VoltageClampSeries(electrode=electrode), + stimulus=mock_VoltageClampStimulusSeries(electrode=electrode, nwbfile=nwbfile), + response=mock_VoltageClampSeries(electrode=electrode, nwbfile=nwbfile), ) + + if nwbfile is not None: + nwbfile.intracellular_recordings = irt + + return irt diff --git a/src/pynwb/testing/mock/ogen.py b/src/pynwb/testing/mock/ogen.py index ceed36a43..43155d800 100644 --- a/src/pynwb/testing/mock/ogen.py +++ b/src/pynwb/testing/mock/ogen.py @@ -1,5 +1,9 @@ +from typing import Optional + import numpy as np +from ... import NWBFile +from ...device import Device from ...ogen import OptogeneticStimulusSite, OptogeneticSeries from .device import mock_Device @@ -7,39 +11,46 @@ def mock_OptogeneticStimulusSite( - name=None, - device=None, - description="optogenetic stimulus site", - excitation_lambda=500., - location="part of the brain", -): - return OptogeneticStimulusSite( + name: Optional[str] = None, + device: Optional[Device] = None, + description: str = "optogenetic stimulus site", + excitation_lambda: float = 500., + location: str = "part of the brain", + nwbfile: Optional[NWBFile] = None, +) -> OptogeneticStimulusSite: + optogenetic_stimulus_site = OptogeneticStimulusSite( name=name or name_generator("OptogeneticStimulusSite"), - device=device or mock_Device(), + device=device or mock_Device(nwbfile=nwbfile), description=description, excitation_lambda=excitation_lambda, location=location ) + if nwbfile is not None: + nwbfile.add_ogen_site(optogenetic_stimulus_site) + + return optogenetic_stimulus_site + def mock_OptogeneticSeries( - name=None, + name: Optional[str] = None, data=None, - site=None, - resolution=-1.0, - conversion=1.0, + site: Optional[OptogeneticStimulusSite] = None, + resolution: float = -1.0, + conversion: float = 1.0, timestamps=None, - starting_time=None, - rate=10.0, - comments="no comments", - description="no description", + starting_time: Optional[float] = None, + rate: Optional[float] = 10.0, + comments: str = "no comments", + description: str = "no description", control=None, control_description=None, -): - return OptogeneticSeries( + nwbfile: Optional[NWBFile] = None, +) -> OptogeneticSeries: + optogenetic_series = OptogeneticSeries( name=name or name_generator("OptogeneticSeries"), data=data if data is not None else np.array([1, 2, 3, 4]), - site=site or mock_OptogeneticStimulusSite(), + site=site or mock_OptogeneticStimulusSite(nwbfile=nwbfile), resolution=resolution, conversion=conversion, timestamps=timestamps, @@ -50,3 +61,8 @@ def mock_OptogeneticSeries( control=control, control_description=control_description, ) + + if nwbfile is not None: + nwbfile.add_acquisition(optogenetic_series) + + return optogenetic_series diff --git a/src/pynwb/testing/mock/ophys.py b/src/pynwb/testing/mock/ophys.py index f35d19720..5b43828fa 100644 --- a/src/pynwb/testing/mock/ophys.py +++ b/src/pynwb/testing/mock/ophys.py @@ -1,6 +1,11 @@ +from typing import Optional, Sequence + import numpy as np from hdmf.common.table import DynamicTableRegion + +from ... import NWBFile +from ...device import Device from ...ophys import ( RoiResponseSeries, OpticalChannel, @@ -17,38 +22,45 @@ def mock_OpticalChannel( - name=None, - description="description", - emission_lambda=500.0, -): - return OpticalChannel( + name: Optional[str] = None, + description: str = "description", + emission_lambda: float = 500.0, + nwbfile: Optional[NWBFile] = None, +) -> OpticalChannel: + optical_channel = OpticalChannel( name=name or name_generator("OpticalChannel"), description=description, emission_lambda=emission_lambda, ) + if nwbfile is not None: + mock_ImagingPlane(nwbfile=nwbfile, optical_channel=optical_channel) + + return optical_channel + def mock_ImagingPlane( - name=None, - optical_channel=None, - description="description", - device=None, - excitation_lambda=500.0, - indicator="indicator", - location="unknown", - imaging_rate=30.0, + name: Optional[str] = None, + optical_channel: Optional[OpticalChannel] = None, + description: str = "description", + device: Optional[Device] = None, + excitation_lambda: float = 500.0, + indicator: str = "indicator", + location: str = "unknown", + imaging_rate: float = 30.0, manifold=None, - conversion=1.0, - unit="meters", + conversion: float = 1.0, + unit: str = "meters", reference_frame=None, origin_coords=None, - origin_coords_unit="meters", + origin_coords_unit: str = "meters", grid_spacing=None, - grid_spacing_unit="meters", -): - return ImagingPlane( + grid_spacing_unit: str = "meters", + nwbfile: Optional[NWBFile] = None, +) -> ImagingPlane: + imaging_plane = ImagingPlane( name=name or name_generator("ImagingPlane"), - optical_channel=optical_channel or mock_OpticalChannel(), + optical_channel=optical_channel or mock_OpticalChannel(nwbfile=nwbfile), description=description, - device=device or mock_Device(), + device=device or mock_Device(nwbfile=nwbfile), excitation_lambda=excitation_lambda, indicator=indicator, location=location, @@ -63,13 +75,20 @@ def mock_ImagingPlane( grid_spacing_unit=grid_spacing_unit, ) + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + nwbfile.add_imaging_plane(imaging_plane) + + return imaging_plane + def mock_OnePhotonSeries( - name=None, - imaging_plane=None, + name: Optional[str] = None, + imaging_plane: Optional[ImagingPlane] = None, data=None, - rate=50.0, - unit="n.a.", + rate: Optional[float] = 50.0, + unit: str = "n.a.", exposure_time=None, binning=None, power=None, @@ -91,10 +110,11 @@ def mock_OnePhotonSeries( control=None, control_description=None, device=None, -): - return OnePhotonSeries( + nwbfile: Optional[NWBFile] = None, +) -> OnePhotonSeries: + one_photon_series = OnePhotonSeries( name=name if name is not None else name_generator("OnePhotonSeries"), - imaging_plane=imaging_plane or mock_ImagingPlane(), + imaging_plane=imaging_plane or mock_ImagingPlane(nwbfile=nwbfile), data=data if data is not None else np.ones((20, 5, 5)), unit=unit, exposure_time=exposure_time, @@ -120,10 +140,15 @@ def mock_OnePhotonSeries( device=device, ) + if nwbfile is not None: + nwbfile.add_acquisition(one_photon_series) + + return one_photon_series + def mock_TwoPhotonSeries( - name=None, - imaging_plane=None, + name: Optional[str] = None, + imaging_plane: Optional[ImagingPlane] = None, data=None, rate=50.0, unit="n.a.", @@ -144,10 +169,11 @@ def mock_TwoPhotonSeries( control=None, control_description=None, device=None, -): - return TwoPhotonSeries( + nwbfile: Optional[NWBFile] = None, +) -> TwoPhotonSeries: + two_photon_series = TwoPhotonSeries( name=name if name is not None else name_generator("TwoPhotonSeries"), - imaging_plane=imaging_plane or mock_ImagingPlane(), + imaging_plane=imaging_plane or mock_ImagingPlane(nwbfile=nwbfile), data=data if data is not None else np.ones((20, 5, 5)), unit=unit, format=format, @@ -170,17 +196,23 @@ def mock_TwoPhotonSeries( device=device, ) + if nwbfile is not None: + nwbfile.add_acquisition(two_photon_series) + + return two_photon_series + def mock_PlaneSegmentation( - description="no description", - imaging_plane=None, - name=None, + description: str = "no description", + imaging_plane: Optional[ImagingPlane] = None, + name: Optional[str] = None, reference_images=None, - n_rois=5, -): + n_rois: int = 5, + nwbfile: Optional[NWBFile] = None, +) -> PlaneSegmentation: plane_segmentation = PlaneSegmentation( description=description, - imaging_plane=imaging_plane or mock_ImagingPlane(), + imaging_plane=imaging_plane or mock_ImagingPlane(nwbfile=nwbfile), name=name if name is not None else name_generator("PlaneSegmentation"), reference_images=reference_images, ) @@ -188,22 +220,37 @@ def mock_PlaneSegmentation( for _ in range(n_rois): plane_segmentation.add_roi(image_mask=np.zeros((10, 10))) + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + nwbfile.processing["ophys"].add(plane_segmentation) + return plane_segmentation def mock_ImageSegmentation( - plane_segmentations=None, name=None, -): - return ImageSegmentation( - plane_segmentations=plane_segmentations or [mock_PlaneSegmentation()], + plane_segmentations: Optional[Sequence[PlaneSegmentation]] = None, + name: Optional[str] = None, + nwbfile: Optional[NWBFile] = None +) -> ImageSegmentation: + image_segmentation = ImageSegmentation( + plane_segmentations=plane_segmentations or [mock_PlaneSegmentation(nwbfile=nwbfile)], name=name or name_generator("ImageSegmentation"), ) + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + + nwbfile.processing["ophys"].add(image_segmentation) + + return image_segmentation + def mock_RoiResponseSeries( - name=None, + name: Optional[str] = None, data=None, - unit="n.a.", + unit: str = "n.a.", rois=None, resolution=-1.0, conversion=1.0, @@ -215,7 +262,9 @@ def mock_RoiResponseSeries( control=None, control_description=None, n_rois=None, -): + plane_segmentation: Optional[PlaneSegmentation] = None, + nwbfile: Optional[NWBFile] = None, +) -> RoiResponseSeries: if data is not None: if n_rois is not None and n_rois != data.shape[1]: raise ValueError("Argument conflict: n_rois does not match second dimension of data.") @@ -223,7 +272,7 @@ def mock_RoiResponseSeries( else: n_rois = 5 - return RoiResponseSeries( + roi_response_series = RoiResponseSeries( name=name if name is not None else name_generator("RoiResponseSeries"), data=data if data is not None else np.ones((30, n_rois)), unit=unit, @@ -231,7 +280,7 @@ def mock_RoiResponseSeries( or DynamicTableRegion( name="rois", description="rois", - table=mock_PlaneSegmentation(n_rois=n_rois), + table=plane_segmentation or mock_PlaneSegmentation(n_rois=n_rois, nwbfile=nwbfile), data=list(range(n_rois)), ), resolution=resolution, @@ -245,16 +294,47 @@ def mock_RoiResponseSeries( control_description=control_description, ) + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + + nwbfile.processing["ophys"].add(roi_response_series) -def mock_DfOverF(roi_response_series=None, name=None): - return DfOverF( - roi_response_series=roi_response_series or [mock_RoiResponseSeries()], + return roi_response_series + + +def mock_DfOverF( + roi_response_series: Optional[RoiResponseSeries] = None, + name: Optional[str] = None, + nwbfile: Optional[NWBFile] = None +) -> DfOverF: + df_over_f = DfOverF( + roi_response_series=roi_response_series or [mock_RoiResponseSeries(nwbfile=nwbfile)], name=name if name is not None else name_generator("DfOverF"), ) + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + + nwbfile.processing["ophys"].add(df_over_f) + + return df_over_f -def mock_Fluorescence(roi_response_series=None, name=None): - return Fluorescence( - roi_response_series=roi_response_series or [mock_RoiResponseSeries()], + +def mock_Fluorescence( + roi_response_series: Optional[Sequence[RoiResponseSeries]] = None, + name: Optional[str] = None, + nwbfile: Optional[NWBFile] = None, +) -> Fluorescence: + fluorescence = Fluorescence( + roi_response_series=roi_response_series or [mock_RoiResponseSeries(nwbfile=nwbfile)], name=name if name is not None else name_generator("Fluorescence"), ) + + if nwbfile is not None: + if "ophys" not in nwbfile.processing: + nwbfile.create_processing_module("ophys", "ophys") + nwbfile.processing["ophys"].add(fluorescence) + + return fluorescence diff --git a/tests/unit/test_mock.py b/tests/unit/test_mock.py index 6f59c2007..d24e47551 100644 --- a/tests/unit/test_mock.py +++ b/tests/unit/test_mock.py @@ -1,3 +1,5 @@ +from pynwb import NWBHDF5IO + from pynwb.testing.mock.file import mock_Subject, mock_NWBFile from pynwb.testing.mock.base import mock_TimeSeries @@ -49,45 +51,57 @@ from pynwb.testing.mock.utils import name_generator, name_generator_registry +mock_functions = [ + mock_ImagingPlane, + mock_OnePhotonSeries, + mock_TwoPhotonSeries, + mock_RoiResponseSeries, + mock_PlaneSegmentation, + mock_OpticalChannel, + mock_Fluorescence, + mock_DfOverF, + mock_ImageSegmentation, + mock_OptogeneticStimulusSite, + mock_OptogeneticSeries, + mock_Device, + mock_Position, + mock_PupilTracking, + mock_CompassDirection, + mock_SpatialSeries, + mock_ElectrodeGroup, + mock_ElectrodeTable, + mock_ElectricalSeries, + mock_SpikeEventSeries, + mock_Subject, + mock_NWBFile, + mock_TimeSeries, + mock_CurrentClampSeries, + mock_IZeroClampSeries, + mock_VoltageClampSeries, + mock_VoltageClampStimulusSeries, + mock_IntracellularElectrode, + mock_CurrentClampStimulusSeries, + mock_IntracellularRecordingsTable, +] -@pytest.mark.parametrize( - "mock_function", [ - mock_ImagingPlane, - mock_OnePhotonSeries, - mock_TwoPhotonSeries, - mock_RoiResponseSeries, - mock_PlaneSegmentation, - mock_OpticalChannel, - mock_Fluorescence, - mock_DfOverF, - mock_ImageSegmentation, - mock_OptogeneticStimulusSite, - mock_OptogeneticSeries, - mock_Device, - mock_Position, - mock_PupilTracking, - mock_CompassDirection, - mock_SpatialSeries, - mock_ElectrodeGroup, - mock_ElectrodeTable, - mock_ElectricalSeries, - mock_SpikeEventSeries, - mock_Subject, - mock_NWBFile, - mock_TimeSeries, - mock_CurrentClampSeries, - mock_IZeroClampSeries, - mock_VoltageClampSeries, - mock_VoltageClampStimulusSeries, - mock_IntracellularElectrode, - mock_CurrentClampStimulusSeries, - mock_IntracellularRecordingsTable, - ], -) + +@pytest.mark.parametrize("mock_function", mock_functions) def test_mock(mock_function): mock_function() +@pytest.mark.parametrize("mock_function", mock_functions) +def test_mock_write(mock_function, tmp_path): + if mock_function is mock_NWBFile: + return + nwbfile = mock_NWBFile() + assert mock_function(nwbfile=nwbfile) is not None + + test_file = tmp_path / (mock_function.__name__ + ".nwb") + with NWBHDF5IO(test_file, "w") as io: + io.write(nwbfile) + + def test_name_generator(): name_generator_registry.clear() # reset registry From 24feaf5520e41799a2f89ccc2821fd3de7a11f1e Mon Sep 17 00:00:00 2001 From: Ben Dichter Date: Mon, 14 Aug 2023 19:29:25 -0400 Subject: [PATCH 05/32] flake8 (#1758) --- src/pynwb/misc.py | 2 +- tests/integration/hdf5/test_ecephys.py | 14 ++++++++++++-- tests/unit/test_ecephys.py | 14 ++++++++++++-- 3 files changed, 25 insertions(+), 5 deletions(-) diff --git a/src/pynwb/misc.py b/src/pynwb/misc.py index 098fce1de..4d977b4f2 100644 --- a/src/pynwb/misc.py +++ b/src/pynwb/misc.py @@ -75,7 +75,7 @@ def __init__(self, **kwargs): {'name': 'features', 'type': (list, np.ndarray), 'doc': 'the feature values for this time point'}) def add_features(self, **kwargs): time, features = getargs('time', 'features', kwargs) - if type(self.timestamps) == list and type(self.data) is list: + if isinstance(self.timestamps, list) and isinstance(self.data, list): self.timestamps.append(time) self.data.append(features) else: diff --git a/tests/integration/hdf5/test_ecephys.py b/tests/integration/hdf5/test_ecephys.py index 9d810270c..df6e81dfa 100644 --- a/tests/integration/hdf5/test_ecephys.py +++ b/tests/integration/hdf5/test_ecephys.py @@ -1,7 +1,17 @@ from hdmf.common import DynamicTableRegion -from pynwb.ecephys import ElectrodeGroup, ElectricalSeries, FilteredEphys, LFP, Clustering, ClusterWaveforms,\ - SpikeEventSeries, EventWaveform, EventDetection, FeatureExtraction +from pynwb.ecephys import ( + ElectrodeGroup, + ElectricalSeries, + FilteredEphys, + LFP, + Clustering, + ClusterWaveforms, + SpikeEventSeries, + EventWaveform, + EventDetection, + FeatureExtraction, +) from pynwb.device import Device from pynwb.file import ElectrodeTable as get_electrode_table from pynwb.testing import NWBH5IOMixin, AcquisitionH5IOMixin, TestCase diff --git a/tests/unit/test_ecephys.py b/tests/unit/test_ecephys.py index 6cdfcd59e..26320394b 100644 --- a/tests/unit/test_ecephys.py +++ b/tests/unit/test_ecephys.py @@ -2,8 +2,18 @@ import numpy as np -from pynwb.ecephys import ElectricalSeries, SpikeEventSeries, EventDetection, Clustering, EventWaveform,\ - ClusterWaveforms, LFP, FilteredEphys, FeatureExtraction, ElectrodeGroup +from pynwb.ecephys import ( + ElectricalSeries, + SpikeEventSeries, + EventDetection, + Clustering, + EventWaveform, + ClusterWaveforms, + LFP, + FilteredEphys, + FeatureExtraction, + ElectrodeGroup, +) from pynwb.device import Device from pynwb.file import ElectrodeTable from pynwb.testing import TestCase From 977a3bc8e8e0ff256ff605690a0f29315ecbfdb8 Mon Sep 17 00:00:00 2001 From: Ben Dichter Date: Tue, 15 Aug 2023 18:20:09 -0400 Subject: [PATCH 06/32] improve the read tutorial (#1757) * improve the read tutorial * flake8 * add download * fix filename * have read tutorial link out to NWB Overview and rename with plot_ prefix * update doc requirements to include dandi * flake8 * move streaming just after download * remove filler output * more fixes to read tutorial * remove old image files --- docs/gallery/general/plot_file.py | 7 +- .../{read_basics.py => plot_read_basics.py} | 216 +++++------------- docs/source/_static/demo_hdfview.png | Bin 1621319 -> 0 bytes .../_static/demo_nwbfile_stimulus_plot_1.png | Bin 285610 -> 0 bytes .../_static/demo_nwbfile_stimulus_plot_2.png | Bin 2417534 -> 0 bytes .../_static/demo_nwbfile_units_plot.png | Bin 279883 -> 0 bytes docs/source/_static/demo_nwbwidgets.png | Bin 105728 -> 0 bytes docs/source/conf.py | 2 + requirements-doc.txt | 1 + 9 files changed, 69 insertions(+), 157 deletions(-) rename docs/gallery/general/{read_basics.py => plot_read_basics.py} (62%) delete mode 100644 docs/source/_static/demo_hdfview.png delete mode 100644 docs/source/_static/demo_nwbfile_stimulus_plot_1.png delete mode 100644 docs/source/_static/demo_nwbfile_stimulus_plot_2.png delete mode 100644 docs/source/_static/demo_nwbfile_units_plot.png delete mode 100644 docs/source/_static/demo_nwbwidgets.png diff --git a/docs/gallery/general/plot_file.py b/docs/gallery/general/plot_file.py index 6ac9ee250..cd215867d 100644 --- a/docs/gallery/general/plot_file.py +++ b/docs/gallery/general/plot_file.py @@ -129,10 +129,12 @@ The following examples will reference variables that may not be defined within the block they are used in. For clarity, we define them here: + """ -from datetime import datetime # sphinx_gallery_thumbnail_path = 'figures/gallery_thumbnails_file.png' + +from datetime import datetime from uuid import uuid4 import numpy as np @@ -156,7 +158,8 @@ # occurred exactly at the session start time. # # Create an :py:class:`~pynwb.file.NWBFile` object with the required fields -# (``session_description``, ``identifier``, ``session_start_time``) and additional metadata. +# (:py:attr:`~pynwb.file.NWBFile.session_description`, :py:attr:`~pynwb.file.NWBFile.identifier`, +# :py:attr:`~pynwb.file.NWBFile.session_start_time`) and additional metadata. # # .. note:: # Use keyword arguments when constructing :py:class:`~pynwb.file.NWBFile` objects. diff --git a/docs/gallery/general/read_basics.py b/docs/gallery/general/plot_read_basics.py similarity index 62% rename from docs/gallery/general/read_basics.py rename to docs/gallery/general/plot_read_basics.py index 03a698e4f..69e8a8633 100644 --- a/docs/gallery/general/read_basics.py +++ b/docs/gallery/general/plot_read_basics.py @@ -24,28 +24,30 @@ The following examples will reference variables that may not be defined within the block they are used in. For clarity, we define them here: """ -import matplotlib.pyplot as plt # sphinx_gallery_thumbnail_path = 'figures/gallery_thumbnails_read_basics.png' + +import matplotlib.pyplot as plt import numpy as np -from dandi.dandiapi import DandiAPIClient from pynwb import NWBHDF5IO #################### -# Read the data -# ------------- -# We will use the `DANDI `_ neurophysiology data archive -# to access an NWB File. We will use data from one session of an experiment by -# `Chandravadia et al. (2020) `_, where +# We will access NWB data on the `DANDI Archive `_, +# and demonstrate reading one session of an experiment by +# `Chandravadia et al. (2020) `_. In this study, # the authors recorded single neuron activity from the medial temporal lobes of human subjects # while they performed a recognition memory task. # # Download the data -# ^^^^^^^^^^^^^^^^^ +# ----------------- # First, we will demonstrate how to download an NWB data file from `DANDI `_ # to your machine. # +# Download using the DANDI Web UI +# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +# You can download files directly from the DANDI website. +# # 1. Go to the DANDI archive and open `this `_ dataset # 2. List the files in this dataset by clicking the "Files" button in Dandiset Actions (top right column of the page). # @@ -69,62 +71,60 @@ # :alt: selecting a folder on dandi # :align: center # -# Stream the data -# ^^^^^^^^^^^^^^^ -# -# Next, we will demonstrate how to stream the data from the DANDI archive without -# having to download it to your machine. -# Streaming data requires having HDF5 installed with the ROS3 (read-only S3) driver. -# You can install from `conda-forge `_ using ``conda``. -# You might need to first uninstall a currently installed version of ``h5py``. -# -# .. code-block:: bash -# -# $ pip uninstall h5py -# $ conda install -c conda-forge "h5py>=3.2" -# -# We can access the data stored in an S3 bucket using the DANDI API, -# which can be installed from pip: +# Downloading data programmatically +# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +# Alternatively, you can download data using the `dandi` Python module. + +from dandi.download import download + +download("https://api.dandiarchive.org/api/assets/0f57f0b0-f021-42bb-8eaa-56cd482e2a29/download/", ".") + +###################################################### +# .. seealso:: # -# .. code-block:: bash +# Learn about all the different ways you can download data from the DANDI Archive +# `here `_ # -# $ pip install -U dandi +# .. seealso:: Streaming data # -# .. seealso:: -# You can learn more about streaming data in the :ref:`streaming` tutorial. +# Instead of downloading data, another approach is to stream data directly from an archive. Streaming data allows you +# to download only the data you want from a file, so it can be a much better approach when the desired data files +# contain a lot of data you don't care about. There are several approaches to streaming NWB files, outlined in +# :ref:`streaming`. # -# Then, we will use the :py:class:`~dandi.dandiapi.DandiAPIClient` to obtain the S3 URL that points to the NWB File -# stored in S3. We will need the identifier of the dataset (``dandiset_id``) and the path -# to the NWB File. -# We can read these from the DANDI archive URL where ``dandiset_id`` is "000004" and -# file is located in "sub-P11HMH" folder. - - -dandiset_id = "000004" -filepath = "sub-P11HMH/sub-P11HMH_ses-20061101_ecephys+image.nwb" -with DandiAPIClient() as client: - asset = client.get_dandiset(dandiset_id, "draft").get_asset_by_path(filepath) - s3_path = asset.get_content_url(follow_redirects=1, strip_query=True) - -#################### -# Using NWBHDF5IO -# --------------- +# Opening an NWB file with NWBHDF5IO +# ---------------------------------- # # Reading and writing NWB data is carried out using the :py:class:`~pynwb.NWBHDF5IO` class. # :py:class:`~pynwb.NWBHDF5IO` reads NWB data that is in the `HDF5 `_ # storage format, a popular, hierarchical format for storing large-scale scientific data. # -# The first argument to the constructor of :py:class:`~pynwb.NWBHDF5IO` is the ``file_path`` - -# this can be the path that points to the downloaded file on your computer or -# it can be an S3 URL. -# -# Use the ``read`` method to read the data into a :py:class:`~pynwb.file.NWBFile` object. +# The first argument to the constructor of :py:class:`~pynwb.NWBHDF5IO` is the ``file_path``. Use the ``read`` method to +# read the data into a :py:class:`~pynwb.file.NWBFile` object. -# Open the file in read mode "r", and specify the driver as "ros3" for S3 files -io = NWBHDF5IO(s3_path, mode="r", driver="ros3") +filepath = "sub-P11HMH_ses-20061101_ecephys+image.nwb" +# Open the file in read mode "r", +io = NWBHDF5IO(filepath, mode="r", load_namespaces=True) nwbfile = io.read() +nwbfile -#################### +####################################### +# :py:class:`~pynwb.NWBHDF5IO` can also be used as a context manager: + +with NWBHDF5IO(filepath, mode="r", load_namespaces=True) as io2: + nwbfile2 = io2.read() + + # data accessible here + +# data not accessible here + +###################################### +# The advantage of using a context manager is that the file is closed automatically when the context finishes +# successfully or if there is an error. Be aware that if you use this method, closing the context (unindenting the code) +# will automatically close the :py:class:`~pynwb.NWBHDF5IO` object and the corresponding h5py File object. The data not +# already read from the NWB file will then be inaccessible, so any code that reads data must be placed within the +# context. +# # Access stimulus data # -------------------- # @@ -135,39 +135,18 @@ #################### # ``NWBFile.stimulus`` is a dictionary that can contain PyNWB objects representing -# different types of data; such as images (grayscale, RGB) or time series of images. +# different types of data, such as images (grayscale, RGB) or time series of images. # In this file, ``NWBFile.stimulus`` contains a single key "StimulusPresentation" with an # :py:class:`~pynwb.image.OpticalSeries` object representing what images were shown to the subject and at what times. nwbfile.stimulus["StimulusPresentation"] #################### -# .. code-block:: none -# -# {'StimulusPresentation': StimulusPresentation pynwb.image.OpticalSeries at 0x140385583638560 -# Fields: -# comments: no comments -# conversion: 1.0 -# data: -# description: no description -# dimension: -# distance: 0.7 -# field_of_view: -# format: raw -# interval: 1 -# orientation: lower left -# resolution: -1.0 -# timestamps: -# timestamps_unit: seconds -# unit: pixels -# } -# -# # Lazy loading of datasets # ------------------------ # Data arrays are read passively from the NWB file. # Accessing the ``data`` attribute of the :py:class:`~pynwb.image.OpticalSeries` object -# does not read the data values, but presents an HDF5 object that can be indexed to read data. +# does not read the data values, but presents an :py:class:`h5py.Dataset` object that can be indexed to read data. # You can use the ``[:]`` operator to read the entire data array into memory. stimulus_presentation = nwbfile.stimulus["StimulusPresentation"] @@ -181,10 +160,6 @@ stimulus_presentation.data.shape #################### -# .. code-block:: none -# -# (200, 400, 300, 3) -# # This :py:class:`~pynwb.image.OpticalSeries` data contains 200 images of size 400x300 pixels with three channels # (red, green, and blue). # @@ -201,13 +176,6 @@ plt.imshow(image, aspect="auto") #################### -# -# .. image:: ../../_static/demo_nwbfile_stimulus_plot_1.png -# :width: 500 -# :alt: NWBFile stimulus image -# :align: center -# -# # Access single unit data # ----------------------- # Data and metadata about sorted single units are stored in :py:class:`~pynwb.misc.Units` @@ -224,7 +192,7 @@ # We can view the single unit data as a :py:class:`~pandas.DataFrame`. units_df = units.to_dataframe() -units_df +units_df.head() #################### # To access the spike times of the first single unit, index :py:class:`~pynwb.file.NWBFile.units` with the column @@ -234,12 +202,6 @@ units["spike_times"][0] #################### -# .. code-block:: none -# -# array([5932.811644, 6081.077044, 6091.982364, 6093.127644, 6095.068204, -# 6097.438244, 6116.694804, 6129.827604, 6134.825004, 6142.583924, ...]) -# -# # Visualize spiking activity relative to stimulus onset # ----------------------------------------------------- # We can look at when these single units spike relative to when image stimuli were presented to the subject. @@ -276,12 +238,6 @@ axs[1].axvline(0, color=[0.5, 0.5, 0.5]) #################### -# -# .. image:: ../../_static/demo_nwbfile_units_plot.png -# :width: 500 -# :alt: NWBFile units visualization -# :align: center -# # Access Trials # ------------- # Trials are stored as :py:class:`~pynwb.epoch.TimeIntervals` object which is a subclass @@ -295,11 +251,11 @@ # Similarly to :py:class:`~pynwb.misc.Units`, we can view trials as a :py:class:`pandas.DataFrame`. trials_df = nwbfile.trials.to_dataframe() -trials_df +trials_df.head() #################### -# The :py:class:`~pynwb.file.NWBFile.stimulus` can be mapped one-to-one to each row (trial) -# of :py:class:`~pynwb.file.NWBFile.trials` based on the ``stim_on_time`` column. +# The stimulus can be mapped one-to-one to each row (trial) of +# :py:class:`~pynwb.file.NWBFile.trials` based on the ``stim_on_time`` column. assert np.all(stimulus_presentation.timestamps[:] == trials_df.stim_on_time[:]) @@ -309,7 +265,7 @@ stim_on_times_landscapes = trials_df[ trials_df.category_name == "landscapes" ].stim_on_time -for time in stim_on_times_landscapes[:3]: +for time in stim_on_times_landscapes.iloc[:3]: img = np.squeeze( stimulus_presentation.data[ np.where(stimulus_presentation.timestamps[:] == time) @@ -321,59 +277,9 @@ plt.imshow(img, aspect="auto") #################### -# -# .. image:: ../../_static/demo_nwbfile_stimulus_plot_2.png -# :width: 500 -# :alt: NWBFile landscapes stimuli image -# :align: center -# # Exploring the NWB file # ---------------------- # So far we have explored the NWB file by printing the :py:class:`~pynwb.file.NWBFile` # object and accessing its attributes, but it may be useful to explore the data in a -# more interactive, visual way. -# -# You can use `NWBWidgets `_, -# a package containing interactive widgets for visualizing NWB data, -# or you can use the `HDFView `_ -# tool, which can open any generic HDF5 file, which an NWB file is. -# -# NWBWidgets -# ^^^^^^^^^^ -# Install NWBWidgets using pip install: -# -# .. code-block:: bash -# -# $ pip install -U nwbwidgets -# -# Then import the ``nwbwidgets`` package and run the ``nwb2widget()`` function on -# the :py:class:`~pynwb.file.NWBFile` object. - -##################### -# -# .. code-block:: python -# -# from nwbwidgets import nwb2widget -# -# nwb2widget(nwbfile) -# - -#################### -# -# .. image:: ../../_static/demo_nwbwidgets.png -# :width: 700 -# :alt: inspect nwb file with nwbwidgets -# :align: center -# -# -# HDFView -# ^^^^^^^ -# To use `HDFView `_ to inspect and explore the NWB file, -# download and install HDFView from `here `_ -# and then open the NWB file using the application. -# -# .. image:: ../../_static/demo_hdfview.png -# :width: 700 -# :alt: inspect nwb file with hdfview -# :align: center -# +# more interactive, visual way. 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