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adding psycode versions of workflow widgets and experiment objects
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from .main_psycode_pilot import new_experiment, Hab, Ephys, validate_selected_workflow | ||
from .psycode_workflow_widget import PsyCode_workflow_widget |
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src/np_workflows/experiments/openscope_psycode/main_psycode_pilot.py
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import configparser | ||
import contextlib | ||
import copy | ||
import dataclasses | ||
import datetime | ||
import enum | ||
import functools | ||
import pathlib | ||
import platform | ||
import shutil | ||
import threading | ||
import time | ||
import zlib | ||
from typing import ClassVar, Literal, NamedTuple, NoReturn, Optional, TypedDict | ||
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import IPython | ||
import IPython.display | ||
import ipywidgets as ipw | ||
import np_config | ||
import np_logging | ||
import np_services | ||
import np_session | ||
import np_workflows | ||
import PIL.Image | ||
import pydantic | ||
from pyparsing import Any | ||
from np_services import ( | ||
Service, | ||
Finalizable, | ||
ScriptCamstim, SessionCamstim, | ||
SessionCamstim, | ||
OpenEphys, | ||
Sync, | ||
VideoMVR, | ||
NewScaleCoordinateRecorder, | ||
MouseDirector, | ||
) | ||
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logger = np_logging.getLogger(__name__) | ||
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class PsyCodeSession(enum.Enum): | ||
"""Enum for the different sessions available, each with different param sets.""" | ||
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PRETEST = "pretest" | ||
HAB = "hab" | ||
EPHYS = "ephys" | ||
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class PsyCodeMixin: | ||
"""Provides project-specific methods and attributes, mainly related to camstim scripts.""" | ||
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workflow: PsyCodeSession | ||
"""Enum for particular workflow/session, e.g. PRETEST, HAB_60, HAB_90, | ||
EPHYS.""" | ||
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session: np_session.PipelineSession | ||
mouse: np_session.Mouse | ||
user: np_session.User | ||
platform_json: np_session.PlatformJson | ||
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@property | ||
def recorders(self) -> tuple[Service, ...]: | ||
"""Services to be started before stimuli run, and stopped after. Session-dependent.""" | ||
match self.workflow: | ||
case PsyCodeSession.PRETEST | PsyCodeSession.EPHYS: | ||
return (Sync, VideoMVR, OpenEphys) | ||
case PsyCodeSession.HAB: | ||
return (Sync, VideoMVR) | ||
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@property | ||
def stims(self) -> tuple[Service, ...]: | ||
return (SessionCamstim, ) | ||
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def initialize_and_test_services(self) -> None: | ||
"""Configure, initialize (ie. reset), then test all services.""" | ||
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MouseDirector.user = self.user.id | ||
MouseDirector.mouse = self.mouse.id | ||
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OpenEphys.folder = self.session.folder | ||
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NewScaleCoordinateRecorder.log_root = self.session.npexp_path | ||
NewScaleCoordinateRecorder.log_name = self.platform_json.path.name | ||
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SessionCamstim.labtracks_mouse_id = self.mouse.id | ||
SessionCamstim.lims_user_id = self.user.id | ||
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self.configure_services() | ||
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super().initialize_and_test_services() | ||
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def update_state(self) -> None: | ||
"Store useful but non-essential info." | ||
self.mouse.state['last_session'] = self.session.id | ||
self.mouse.state['last_PsyCode_session'] = str(self.workflow) | ||
if self.mouse == 366122: | ||
return | ||
match self.workflow: | ||
case PsyCodeSession.PRETEST: | ||
return | ||
case PsyCodeSession.HAB: | ||
self.session.project.state['latest_hab'] = self.session.id | ||
case PsyCodeSession.EPHYS: | ||
self.session.project.state['latest_ephys'] = self.session.id | ||
self.session.project.state['sessions'] = self.session.project.state.get('sessions', []) + [self.session.id] | ||
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def run_stim(self) -> None: | ||
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self.update_state() | ||
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if not SessionCamstim.is_ready_to_start(): | ||
raise RuntimeError("SessionCamstim is not ready to start.") | ||
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np_logging.web(f'PsyCode_{self.workflow.name.lower()}').info(f"Started session {self.mouse.mtrain.stage['name']}") | ||
SessionCamstim.start() | ||
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with contextlib.suppress(Exception): | ||
while not SessionCamstim.is_ready_to_start(): | ||
time.sleep(2.5) | ||
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if isinstance(SessionCamstim, Finalizable): | ||
SessionCamstim.finalize() | ||
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with contextlib.suppress(Exception): | ||
np_logging.web(f'PsyCode_{self.workflow.name.lower()}').info(f"Finished session {self.mouse.mtrain.stage['name']}") | ||
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def copy_data_files(self) -> None: | ||
super().copy_data_files() | ||
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# When all processing completes, camstim Agent class passes data and uuid to | ||
# /camstim/lims BehaviorSession class, and write_behavior_data() writes a | ||
# final .pkl with default name YYYYMMDDSSSS_mouseID_foragingID.pkl | ||
# - if we have a foraging ID, we can search for that | ||
if None == (stim_pkl := next(self.session.npexp_path.glob(f'{self.session.date:%y%m%d}*_{self.session.mouse}_*.pkl'), None)): | ||
logger.warning('Did not find stim file on npexp matching the format `YYYYMMDDSSSS_mouseID_foragingID.pkl`') | ||
return | ||
assert stim_pkl | ||
if not self.session.platform_json.foraging_id: | ||
self.session.platform_json.foraging_id = stim_pkl.stem.split('_')[-1] | ||
new_stem = f'{self.session.folder}.stim' | ||
logger.debug(f'Renaming stim file copied to npexp: {stim_pkl} -> {new_stem}') | ||
stim_pkl = stim_pkl.rename(stim_pkl.with_stem(new_stem)) | ||
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# remove other stim pkl, which is nearly identical, if it was also copied | ||
for pkl in self.session.npexp_path.glob('*.pkl'): | ||
if ( | ||
self.session.folder not in pkl.stem | ||
and | ||
abs(pkl.stat().st_size - stim_pkl.stat().st_size) < 1e6 | ||
): | ||
logger.debug(f'Deleting extra stim pkl copied to npexp: {pkl.stem}') | ||
pkl.unlink() | ||
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def validate_selected_workflow(session: PsyCodeSession, mouse: np_session.Mouse) -> None: | ||
for workflow in ('hab', 'ephys'): | ||
if ( | ||
workflow in session.value.lower() | ||
and workflow not in mouse.mtrain.stage['name'].lower() | ||
) or ( | ||
session.value.lower() == 'ephys' and 'hab' in mouse.mtrain.stage['name'].lower() | ||
): | ||
raise ValueError(f"Workflow selected ({session.value}) does not match MTrain stage ({mouse.mtrain.stage['name']}): please check cells above.") | ||
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class Hab(PsyCodeMixin, np_workflows.PipelineHab): | ||
def __init__(self, *args, **kwargs): | ||
self.services = ( | ||
MouseDirector, | ||
Sync, | ||
VideoMVR, | ||
self.imager, | ||
NewScaleCoordinateRecorder, | ||
SessionCamstim, | ||
) | ||
super().__init__(*args, **kwargs) | ||
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class Ephys(PsyCodeMixin, np_workflows.PipelineEphys): | ||
def __init__(self, *args, **kwargs): | ||
self.services = ( | ||
MouseDirector, | ||
Sync, | ||
VideoMVR, | ||
self.imager, | ||
NewScaleCoordinateRecorder, | ||
SessionCamstim, | ||
OpenEphys, | ||
) | ||
super().__init__(*args, **kwargs) | ||
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# -------------------------------------------------------------------------------------- | ||
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def new_experiment( | ||
mouse: int | str | np_session.Mouse, | ||
user: str | np_session.User, | ||
workflow: PsyCodeSession, | ||
) -> Ephys | Hab: | ||
"""Create a new experiment for the given mouse and user.""" | ||
match workflow: | ||
case PsyCodeSession.PRETEST | PsyCodeSession.EPHYS: | ||
experiment = Ephys(mouse, user) | ||
case PsyCodeSession.HAB: | ||
experiment = Hab(mouse, user) | ||
case _: | ||
raise ValueError(f"Invalid workflow type: {workflow}") | ||
experiment.workflow = workflow | ||
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with contextlib.suppress(Exception): | ||
np_logging.web(f'PsyCode_{experiment.workflow.name.lower()}').info(f"{experiment} created") | ||
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return experiment | ||
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83
src/np_workflows/experiments/openscope_psycode/psycode_workflow_widget.py
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import configparser | ||
import contextlib | ||
import copy | ||
import enum | ||
import functools | ||
from typing import ClassVar, Literal, NamedTuple, NoReturn, Optional, TypedDict | ||
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import IPython.display | ||
import ipywidgets as ipw | ||
import np_config | ||
import np_logging | ||
import np_session | ||
import np_workflows | ||
from pyparsing import Any | ||
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from np_workflows.experiments.openscope_psycode.main_psycode_pilot import PsyCodeSession | ||
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global_state = {} | ||
"""Global variable for persisting widget states.""" | ||
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# for widget, before creating a experiment --------------------------------------------- # | ||
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class SelectedSession: | ||
def __init__(self, session: str | PsyCodeSession, mouse: str | int | np_session.Mouse): | ||
if isinstance(session, str): | ||
session = PsyCodeSession(session) | ||
self.session = session | ||
self.mouse = str(mouse) | ||
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def __repr__(self) -> str: | ||
return f"{self.__class__.__name__}({self.session}, {self.mouse})" | ||
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def PsyCode_workflow_widget( | ||
mouse: str | int | np_session.Mouse, | ||
) -> SelectedSession: | ||
"""Select a stimulus session (hab, pretest, ephys) to run. | ||
An object with mutable attributes is returned, so the selected session can be | ||
updated along with the GUI selection. (Preference would be to return an enum | ||
directly, and change it's value, but that doesn't seem possible.) | ||
""" | ||
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selection = SelectedSession(PsyCodeSession.PRETEST, mouse) | ||
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session_dropdown = ipw.Select( | ||
options=tuple(_.value for _ in PsyCodeSession), | ||
description="Session", | ||
) | ||
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def update_selection(): | ||
selection.__init__(str(session_dropdown.value), str(mouse)) | ||
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if (previously_selected_value := global_state.get('selected_session')): | ||
session_dropdown.value = previously_selected_value | ||
update_selection() | ||
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console = ipw.Output() | ||
with console: | ||
if last_session := np_session.Mouse(selection.mouse).state.get('last_PsyCode_session'): | ||
print(f"{mouse} last session: {last_session}") | ||
print(f"Selected: {selection.session}") | ||
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def update(change): | ||
if change["name"] != "value": | ||
return | ||
if (options := getattr(change["owner"], "options", None)) and change[ | ||
"new" | ||
] not in options: | ||
return | ||
if change["new"] == change["old"]: | ||
return | ||
update_selection() | ||
with console: | ||
print(f"Selected: {selection.session}") | ||
global_state['selected_session'] = selection.session.value | ||
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session_dropdown.observe(update, names='value') | ||
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IPython.display.display(ipw.VBox([session_dropdown, console])) | ||
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return selection |