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Widgetize show image series #191

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82 changes: 36 additions & 46 deletions nwbwidgets/image.py
Original file line number Diff line number Diff line change
Expand Up @@ -91,64 +91,54 @@ def on_change(change):
self.controls["time_window"].observe(on_change)


def show_image_series(image_series: ImageSeries, neurodata_vis_spec: dict):
if len(image_series.data.shape) == 3:
return show_grayscale_image_series(image_series, neurodata_vis_spec)
class ImageSeriesWidget(widgets.VBox):

def __int__(self, image_series: ImageSeries, neurodata_vis_spec: dict = None):
self.image_series = image_series

self.index_slider = widgets.IntSlider(
value=0,
min=0,
max=image_series.data.shape[0] - 1,
orientation="horizontal",
continuous_update=False,
description="index",
)

if len(image_series.data.shape) == 3:
self.show_image = self.show_grayscale_image
self.controls = {"index": self.index_slider}
out_fig = widgets.interactive_output(self.show_image, self.controls)
super().__init__(children=(out_fig, self.index_slider))
else:
self.show_image = self.show_rgb_image
self.mode_dropdown = widgets.Dropdown(
options=("rgb", "bgr"), layout=Layout(width="200px"), description="mode"
)
self.controls = {"index": self.index_slider, "mode": self.mode_dropdown}
out_fig = widgets.interactive_output(self.show_image, self.controls)
super.__init__(children=(out_fig, self.index_slider, self.mode_dropdown))

def show_image(index=0, mode="rgb"):
def show_grayscale_image(self, index=0):
fig, ax = plt.subplots(subplot_kw={"xticks": [], "yticks": []})
image = image_series.data[index]
if mode == "bgr":
image = image[:, :, ::-1]
ax.imshow(image.transpose([1, 0, 2]), cmap="gray", aspect="auto")
fig.show()
ax.imshow(self.image_series.data[index].T, cmap="gray", aspect="auto")
return fig2widget(fig)

slider = widgets.IntSlider(
value=0,
min=0,
max=image_series.data.shape[0] - 1,
orientation="horizontal",
continuous_update=False,
description="index",
)
mode = widgets.Dropdown(
options=("rgb", "bgr"), layout=Layout(width="200px"), description="mode"
)
controls = {"index": slider, "mode": mode}
out_fig = widgets.interactive_output(show_image, controls)
vbox = widgets.VBox(children=[out_fig, slider, mode])

return vbox


def show_grayscale_image_series(image_series: ImageSeries, neurodata_vis_spec: dict):
def show_image(index=0):
def show_rgb_image(self, index=0, mode="rgb"):
fig, ax = plt.subplots(subplot_kw={"xticks": [], "yticks": []})
ax.imshow(image_series.data[index].T, cmap="gray", aspect="auto")
return fig

slider = widgets.IntSlider(
value=0,
min=0,
max=image_series.data.shape[0] - 1,
orientation="horizontal",
continuous_update=False,
description="index",
)
controls = {"index": slider}
out_fig = widgets.interactive_output(show_image, controls)
vbox = widgets.VBox(children=[out_fig, slider])

return vbox
image = self.image_series.data[index]
if mode == "bgr":
image = image[:, :, ::-1]
ax.imshow(image.transpose([1, 0, 2]), aspect="auto")
return fig2widget(fig)


def show_index_series(index_series, neurodata_vis_spec: dict):
show_timeseries = neurodata_vis_spec[pynwb.TimeSeries]
series_widget = show_timeseries(index_series)

indexed_timeseries = index_series.indexed_timeseries
image_series_widget = show_image_series(indexed_timeseries, neurodata_vis_spec)
image_series_widget = ImageSeriesWidget(indexed_timeseries, neurodata_vis_spec)

return widgets.VBox([series_widget, image_series_widget])

Expand Down
10 changes: 9 additions & 1 deletion test/test_controllers.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
from hdmf.common import DynamicTable, VectorData
from pynwb.ecephys import ElectrodeGroup, Device

from nwbwidgets.controllers import RangeController, GroupAndSortController
from nwbwidgets.controllers import RangeController, GroupAndSortController, StartAndDurationController


class FloatRangeControllerTestCase(unittest.TestCase):
Expand Down Expand Up @@ -72,3 +72,11 @@ def test_control(self):

gas.order_dd.value = "Data1"
gas.order_dd.value = None


class TestStartAndDurationController(unittest.TestCase):
def setUp(self) -> None:
self.start_and_duration_controller = StartAndDurationController(10)

def test_set_duration(self):
self.start_and_duration_controller.duration.value = 2
20 changes: 13 additions & 7 deletions test/test_image.py
Original file line number Diff line number Diff line change
@@ -1,11 +1,13 @@
import unittest

import ipywidgets as widgets
import matplotlib.pyplot as plt
import numpy as np
from nwbwidgets.image import (
show_rbga_image,
show_grayscale_image,
show_index_series,
show_image_series,
ImageSeriesWidget
)
from nwbwidgets.view import default_neurodata_vis_spec
from pynwb.base import TimeSeries
Expand Down Expand Up @@ -47,10 +49,14 @@ def test_show_index_series():
)


def test_show_image_series():
data = np.random.rand(800).reshape((8, 10, 10))
image_series = ImageSeries(name="Image Series", data=data, rate=1.0, unit='n.a.')
class TestImageSeriesWidget(unittest.TestCase):

assert isinstance(
show_image_series(image_series, default_neurodata_vis_spec), widgets.Widget
)
def test_grascale(self):
data = np.random.rand(800).reshape((8, 10, 10))
image_series = ImageSeries(name="Image Series", data=data, rate=1.0, unit='n.a.')
widget = ImageSeriesWidget(image_series)

def test_rgb(self):
data = np.random.rand(800 * 3).reshape((8, 10, 10,3))
image_series = ImageSeries(name="Image Series", data=data, rate=1.0, unit='n.a.')
widget = ImageSeriesWidget(image_series)