Pytest revamp (#743)

* WIP: Pull from old stash, resolve conflicts

* Pytest WIP. Position centriod fix. Centralize device prompt logic

* Add tests for all tables in

* WIP: Improve coverage behav, dio

* WIP: Add coverage, see details:

- Add `return_fig` param to plotting helper functions to permit tests
  - `common_filter`
  - `common_interval`
- Add coverage for ~1/2 of `common`
  - `common_behav`
  - `common_device`
  - `common_ephys`
  - `common_filter`
  - `common_interval` - with helper funcs tested seperately
  - `common_lab`
  - `common_nwbfile` - partial

* WIP pytest common 2nd half, start lfp

* WIP lfp tests, ahead of fetch upstream

* Add lfp pipeline tests

* Run pre-commit checks

* Fix bug

* Unpin position_tools for CI

* Change download data dir

* Change download data dir 2

* Fix teardown. Coverage 67%

* Update changelog

* logger.warn -> logger.warning

.github/workflows/test-conda.yml

@@ -17,16 +17,6 @@ jobs:
     env:
       OS: ${{ matrix.os }}
       PYTHON: '3.8'
-    #   SPYGLASS_BASE_DIR: ./data
-    #   KACHERY_STORAGE_DIR: ./data/kachery-storage
-    #   DJ_SUPPORT_FILEPATH_MANAGEMENT: True
-    # services:
-    #   datajoint_test_server:
-    #     image: datajoint/mysql
-    #     ports:
-    #     - 3306:3306
-    #     options: >-
-    #       -e MYSQL_ROOT_PASSWORD=tutorial
     steps:
     - name: Cancel Workflow Action
       uses: styfle/[email protected]
@@ -49,6 +39,17 @@ jobs:
     - name: Install spyglass
       run: |
         pip install -e .[test]
+    - name: Download data
+      env:
+        UCSF_BOX_TOKEN: ${{ secrets.UCSF_BOX_TOKEN }}
+        UCSF_BOX_USER: ${{ secrets.UCSF_BOX_USER }}
+        WEBSITE: ftps://ftp.box.com/trodes_to_nwb_test_data/minirec20230622.nwb
+        RAW_DIR: /home/runner/work/spyglass/spyglass/tests/_data/raw/ 
+      run: |
+        mkdir -p $RAW_DIR
+        wget --recursive --no-verbose --no-host-directories --no-directories \
+        --user $UCSF_BOX_USER --password $UCSF_BOX_TOKEN \
+        -P $RAW_DIR $WEBSITE
     - name: Run tests
       run: |
         pytest -rP  # env vars are set within certain tests

CHANGELOG.md

@@ -12,6 +12,7 @@
 - Add `deprecation_factory` to facilitate table migration. #717
 - Add Spyglass logger. #730
 - IntervalList: Add secondary key `pipeline` #742
+- Increase pytest coverage for `common`, `lfp`, and `utils`. #743
 
 ### Pipelines
 
@@ -31,7 +32,6 @@
     - Allow multiple spike waveform features for clusterelss decoding #731
     - Reorder notebooks #731
 
-
 ## [0.4.3] (November 7, 2023)
 
 - Migrate `config` helper scripts to Spyglass codebase. #662

pyproject.toml

@@ -70,6 +70,7 @@ spyglass_cli = "spyglass.cli:cli"
 [project.optional-dependencies]
 position = ["ffmpeg", "numba>=0.54", "deeplabcut<2.3.0"]
 test = [
+    "docker",         # for tests in a container
     "pytest",         # unit testing
     "pytest-cov",     # code coverage
     "kachery",        # database access
@@ -109,5 +110,41 @@ line-length = 80
 
 [tool.codespell]
 skip = '.git,*.pdf,*.svg,*.ipynb,./docs/site/**,temp*'
-# Nevers - name in Citation
 ignore-words-list = 'nevers'
+# Nevers - name in Citation
+
+[tool.pytest.ini_options]
+minversion = "7.0"
+addopts = [
+  "-sv",
+  "-p no:warnings",
+  # "--no-teardown", # don't teardown the database after tests
+  # "--quiet-spy", # don't show logging from spyglass
+  "--show-capture=no",
+  "--pdbcls=IPython.terminal.debugger:TerminalPdb", # use ipython debugger
+  "--cov=spyglass",
+  "--cov-report=term-missing",
+  "--no-cov-on-fail",
+]
+testpaths = ["tests"]
+log_level = "INFO"
+
+[tool.coverage.run]
+source = ["*/src/spyglass/*"]
+omit = [ # which submodules have no tests
+  "*/__init__.py",
+  "*/_version.py",
+  "*/cli/*",
+  # "*/common/*",
+  "*/data_import/*",
+  "*/decoding/*",
+  "*/figurl_views/*",
+  # "*/lfp/*",
+  "*/linearization/*",
+  "*/lock/*",
+  "*/position/*",
+  "*/ripple/*",
+  "*/sharing/*",
+  "*/spikesorting/*",
+  # "*/utils/*",
+]

src/spyglass/common/common_device.py

@@ -2,8 +2,8 @@
 import ndx_franklab_novela
 
 from spyglass.common.errors import PopulateException
-from spyglass.utils.dj_mixin import SpyglassMixin
-from spyglass.utils.logging import logger
+from spyglass.settings import test_mode
+from spyglass.utils import SpyglassMixin, logger
 from spyglass.utils.nwb_helper_fn import get_nwb_file
 
 schema = dj.schema("common_device")
@@ -154,25 +154,9 @@ def _add_device(cls, new_device_dict):
         all_values = DataAcquisitionDevice.fetch(
             "data_acquisition_device_name"
         ).tolist()
-        if name not in all_values:
-            # no entry with the same name exists, prompt user to add a new entry
-            logger.info(
-                f"\nData acquisition device '{name}' was not found in the "
-                f"database. The current values are: {all_values}. "
-                "Please ensure that the device you want to add does not already"
-                " exist in the database under a different name or spelling. "
-                "If you want to use an existing device in the database, "
-                "please change the corresponding Device object in the NWB file."
-                " Entering 'N' will raise an exception."
-            )
-            to_db = " to the database"
-            val = input(f"Add data acquisition device '{name}'{to_db}? (y/N)")
-            if val.lower() in ["y", "yes"]:
-                cls.insert1(new_device_dict, skip_duplicates=True)
-                return
-            raise PopulateException(
-                f"User chose not to add device '{name}'{to_db}."
-            )
+        if prompt_insert(name=name, all_values=all_values):
+            cls.insert1(new_device_dict, skip_duplicates=True)
+            return
 
         # Check if values provided match the values stored in the database
         db_dict = (
@@ -213,28 +197,11 @@ def _add_system(cls, system):
         all_values = DataAcquisitionDeviceSystem.fetch(
             "data_acquisition_device_system"
         ).tolist()
-        if system not in all_values:
-            logger.info(
-                f"\nData acquisition device system '{system}' was not found in"
-                f" the database. The current values are: {all_values}. "
-                "Please ensure that the system you want to add does not already"
-                " exist in the database under a different name or spelling. "
-                "If you want to use an existing system in the database, "
-                "please change the corresponding Device object in the NWB file."
-                " Entering 'N' will raise an exception."
-            )
-            val = input(
-                f"Do you want to add data acquisition device system '{system}'"
-                + " to the database? (y/N)"
-            )
-            if val.lower() in ["y", "yes"]:
-                key = {"data_acquisition_device_system": system}
-                DataAcquisitionDeviceSystem.insert1(key, skip_duplicates=True)
-            else:
-                raise PopulateException(
-                    "User chose not to add data acquisition device system "
-                    + f"'{system}' to the database."
-                )
+        if prompt_insert(
+            name=system, all_values=all_values, table_type="system"
+        ):
+            key = {"data_acquisition_device_system": system}
+            DataAcquisitionDeviceSystem.insert1(key, skip_duplicates=True)
         return system
 
     @classmethod
@@ -264,30 +231,11 @@ def _add_amplifier(cls, amplifier):
         all_values = DataAcquisitionDeviceAmplifier.fetch(
             "data_acquisition_device_amplifier"
         ).tolist()
-        if amplifier not in all_values:
-            logger.info(
-                f"\nData acquisition device amplifier '{amplifier}' was not "
-                f"found in the database. The current values are: {all_values}. "
-                "Please ensure that the amplifier you want to add does not "
-                "already exist in the database under a different name or "
-                "spelling. If you want to use an existing name in the database,"
-                " please change the corresponding Device object in the NWB "
-                "file. Entering 'N' will raise an exception."
-            )
-            val = input(
-                "Do you want to add data acquisition device amplifier "
-                + f"'{amplifier}' to the database? (y/N)"
-            )
-            if val.lower() in ["y", "yes"]:
-                key = {"data_acquisition_device_amplifier": amplifier}
-                DataAcquisitionDeviceAmplifier.insert1(
-                    key, skip_duplicates=True
-                )
-            else:
-                raise PopulateException(
-                    "User chose not to add data acquisition device amplifier "
-                    + f"'{amplifier}' to the database."
-                )
+        if prompt_insert(
+            name=amplifier, all_values=all_values, table_type="amplifier"
+        ):
+            key = {"data_acquisition_device_amplifier": amplifier}
+            DataAcquisitionDeviceAmplifier.insert1(key, skip_duplicates=True)
         return amplifier
 
 
@@ -576,27 +524,9 @@ def _add_probe_type(cls, new_probe_type_dict):
         """
         probe_type = new_probe_type_dict["probe_type"]
         all_values = ProbeType.fetch("probe_type").tolist()
-        if probe_type not in all_values:
-            logger.info(
-                f"\nProbe type '{probe_type}' was not found in the database. "
-                f"The current values are: {all_values}. "
-                "Please ensure that the probe type you want to add does not "
-                "already exist in the database under a different name or "
-                "spelling. If you want to use an existing name in the "
-                "database, please change the corresponding Probe object in the "
-                "NWB file. Entering 'N' will raise an exception."
-            )
-            val = input(
-                f"Do you want to add probe type '{probe_type}' to the database?"
-                + " (y/N)"
-            )
-            if val.lower() in ["y", "yes"]:
-                ProbeType.insert1(new_probe_type_dict, skip_duplicates=True)
-                return
-            raise PopulateException(
-                f"User chose not to add probe type '{probe_type}' to the "
-                + "database."
-            )
+        if prompt_insert(probe_type, all_values, table="probe type"):
+            ProbeType.insert1(new_probe_type_dict, skip_duplicates=True)
+            return
 
         # else / entry exists: check whether the values provided match the
         # values stored in the database
@@ -738,3 +668,55 @@ def create_from_nwbfile(
             cls.Shank.insert1(shank, skip_duplicates=True)
         for electrode in elect_dict.values():
             cls.Electrode.insert1(electrode, skip_duplicates=True)
+
+
+# ---------------------------- Helper functions ----------------------------
+
+
+# Migrated down to reduce redundancy and centralize 'test_mode' check for pytest
+def prompt_insert(
+    name: str,
+    all_values: list,
+    table: str = "Data Acquisition Device",
+    table_type: str = None,
+) -> bool:
+    """Prompt user to add an item to the database. Return True if yes.
+
+    Assume insert during test mode.
+
+    Parameters
+    ----------
+    name : str
+        The name of the item to add.
+    all_values : list
+        List of all values in the database.
+    table : str, optional
+        The name of the table to add to, by default Data Acquisition Device
+    table_type : str, optional
+        The type of item to add, by default None. Data Acquisition Device X
+    """
+    if name in all_values:
+        return False
+
+    if test_mode:
+        return True
+
+    if table_type:
+        table_type += " "
+
+    logger.info(
+        f"{table}{table_type} '{name}' was not found in the"
+        f"database. The current values are: {all_values}.\n"
+        "Please ensure that the device you want to add does not already"
+        "exist in the database under a different name or spelling. If you"
+        "want to use an existing device in the database, please change the"
+        "corresponding Device object in the NWB file.\nEntering 'N' will "
+        "raise an exception."
+    )
+    msg = f"Do you want to add {table}{table_type} '{name}' to the database?"
+    if dj.utils.user_choice(msg).lower() in ["y", "yes"]:
+        return True
+
+    raise PopulateException(
+        f"User chose not to add {table}{table_type} '{name}' to the database."
+    )

src/spyglass/common/common_dio.py

@@ -50,7 +50,7 @@ def make(self, key):
             key["dio_object_id"] = event_series.object_id
             self.insert1(key, skip_duplicates=True)
 
-    def plot_all_dio_events(self):
+    def plot_all_dio_events(self, return_fig=False):
         """Plot all DIO events in the session.
 
         Examples
@@ -117,3 +117,6 @@ def plot_all_dio_events(self):
             plt.suptitle(f"DIO events in {nwb_file_names[0]}")
         else:
             plt.suptitle(f"DIO events in {', '.join(nwb_file_names)}")
+
+        if return_fig:
+            return plt.gcf()

src/spyglass/common/common_filter.py

@@ -167,9 +167,9 @@ def add_filter(
     def _filter_restrict(self, filter_name, fs):
         return (
             self & {"filter_name": filter_name} & {"filter_sampling_rate": fs}
-        ).fetch1(as_dict=True)
+        ).fetch1()
 
-    def plot_magnitude(self, filter_name, fs):
+    def plot_magnitude(self, filter_name, fs, return_fig=False):
         filter_dict = self._filter_restrict(filter_name, fs)
         plt.figure()
         w, h = signal.freqz(filter_dict["filter_coeff"], worN=65536)
@@ -178,11 +178,13 @@ def plot_magnitude(self, filter_name, fs):
         plt.xlabel("Frequency (Hz)")
         plt.ylabel("Magnitude")
         plt.title("Frequency Response")
-        plt.xlim(0, np.max(filter_dict["filter_coeffand_edges"] * 2))
+        plt.xlim(0, np.max(filter_dict["filter_band_edges"] * 2))
         plt.ylim(np.min(magnitude), -1 * np.min(magnitude) * 0.1)
         plt.grid(True)
+        if return_fig:
+            return plt.gcf()
 
-    def plot_fir_filter(self, filter_name, fs):
+    def plot_fir_filter(self, filter_name, fs, return_fig=False):
         filter_dict = self._filter_restrict(filter_name, fs)
         plt.figure()
         plt.clf()
@@ -191,6 +193,8 @@ def plot_fir_filter(self, filter_name, fs):
         plt.ylabel("Magnitude")
         plt.title("Filter Taps")
         plt.grid(True)
+        if return_fig:
+            return plt.gcf()
 
     def filter_delay(self, filter_name, fs):
         return self.calc_filter_delay(

src/spyglass/common/common_interval.py

@@ -66,7 +66,7 @@ def insert_from_nwbfile(cls, nwbf, *, nwb_file_name):
 
             cls.insert1(epoch_dict, skip_duplicates=True)
 
-    def plot_intervals(self, figsize=(20, 5)):
+    def plot_intervals(self, figsize=(20, 5), return_fig=False):
         interval_list = pd.DataFrame(self)
         fig, ax = plt.subplots(figsize=figsize)
         interval_count = 0
@@ -84,8 +84,10 @@ def plot_intervals(self, figsize=(20, 5)):
         ax.set_yticklabels(interval_list.interval_list_name)
         ax.set_xlabel("Time [s]")
         ax.grid(True)
+        if return_fig:
+            return fig
 
-    def plot_epoch_pos_raw_intervals(self, figsize=(20, 5)):
+    def plot_epoch_pos_raw_intervals(self, figsize=(20, 5), return_fig=False):
         interval_list = pd.DataFrame(self)
         fig, ax = plt.subplots(figsize=(30, 3))
 
@@ -145,6 +147,8 @@ def plot_epoch_pos_raw_intervals(self, figsize=(20, 5)):
         ax.set_yticklabels(["pos valid times", "raw data valid times", "epoch"])
         ax.set_xlabel("Time [s]")
         ax.grid(True)
+        if return_fig:
+            return fig
 
 
 def intervals_by_length(interval_list, min_length=0.0, max_length=1e10):