From 99a3fc0a1ab3d4f97937d862b0517890c54d31c1 Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Thu, 11 Jan 2024 13:01:59 +0000 Subject: [PATCH 1/9] Set np.linspace dtype based on image dtype for the HistogramWidget --- src/napari_matplotlib/histogram.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 27f328a..7cf2416 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -4,7 +4,12 @@ import numpy as np import numpy.typing as npt from matplotlib.container import BarContainer -from qtpy.QtWidgets import QComboBox, QLabel, QVBoxLayout, QWidget +from qtpy.QtWidgets import ( + QComboBox, + QLabel, + QVBoxLayout, + QWidget, +) from .base import SingleAxesWidget from .features import FEATURES_LAYER_TYPES @@ -65,7 +70,7 @@ def draw(self) -> None: # Important to calculate bins after slicing 3D data, to avoid reading # whole cube into memory. - bins = np.linspace(np.min(data), np.max(data), 100) + bins = np.linspace(np.min(data), np.max(data), 100, dtype=data.dtype) if layer.rgb: # Histogram RGB channels independently From 2fea1b0587545d28e350abb24ebb903ee8f58ea6 Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Thu, 11 Jan 2024 13:04:00 +0000 Subject: [PATCH 2/9] update changelog --- docs/changelog.rst | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/changelog.rst b/docs/changelog.rst index 4595231..cb591f9 100644 --- a/docs/changelog.rst +++ b/docs/changelog.rst @@ -8,6 +8,10 @@ Changes - Histogram plots of points and vector layers are now coloured with their napari colourmap. - Added support for Matplotlib 3.8 +Bug fixes +~~~~~~~~~ +- Use integer bin limits for integer images in ``HistogramWidget`` + 1.1.0 ----- Additions From c59f1e2c42fd0e3d9b73c26d749c6ecc4d4fa3dc Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Thu, 11 Jan 2024 14:49:44 +0000 Subject: [PATCH 3/9] ensure histograms of integer data have equal bin width --- src/napari_matplotlib/histogram.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 7cf2416..5c2b399 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -70,7 +70,12 @@ def draw(self) -> None: # Important to calculate bins after slicing 3D data, to avoid reading # whole cube into memory. - bins = np.linspace(np.min(data), np.max(data), 100, dtype=data.dtype) + if data.dtype.kind == "i": + # Make sure integer data types have integer sized bins + step = (np.max(data) - np.min(data)) // 100 + bins = np.arange(np.min(data), np.max(data) + step, step) + else: + bins = np.linspace(np.min(data), np.max(data), 100) if layer.rgb: # Histogram RGB channels independently From 75bfe52c8005bb023b47038debbabba5c7403aa5 Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Thu, 11 Jan 2024 14:50:55 +0000 Subject: [PATCH 4/9] make linters happy --- src/napari_matplotlib/histogram.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 5c2b399..8cbf543 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -72,7 +72,7 @@ def draw(self) -> None: # whole cube into memory. if data.dtype.kind == "i": # Make sure integer data types have integer sized bins - step = (np.max(data) - np.min(data)) // 100 + step = (np.max(data) - np.min(data)) // 100 bins = np.arange(np.min(data), np.max(data) + step, step) else: bins = np.linspace(np.min(data), np.max(data), 100) From 7b48bc31da0fbd0aa1afff8994ee5c624f2429ed Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Thu, 11 Jan 2024 15:19:22 +0000 Subject: [PATCH 5/9] convert bins array to list to make mypy happy --- src/napari_matplotlib/histogram.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 8cbf543..1b494be 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -82,13 +82,13 @@ def draw(self) -> None: for i, c in enumerate("rgb"): self.axes.hist( data[..., i].ravel(), - bins=bins, + bins=bins.tolist(), label=c, histtype="step", color=_COLORS[c], ) else: - self.axes.hist(data.ravel(), bins=bins, label=layer.name) + self.axes.hist(data.ravel(), bins=bins.tolist(), label=layer.name) self._contrast_lines = [ self.axes.axvline(lim, color="white") From 71f671662a70a746343762f9449ea66af9436ea8 Mon Sep 17 00:00:00 2001 From: David Stansby Date: Sat, 13 Jan 2024 12:43:44 +0000 Subject: [PATCH 6/9] Fix integer step size --- src/napari_matplotlib/histogram.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 1b494be..f4191d7 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -72,7 +72,7 @@ def draw(self) -> None: # whole cube into memory. if data.dtype.kind == "i": # Make sure integer data types have integer sized bins - step = (np.max(data) - np.min(data)) // 100 + step = 1 + (np.max(data) - np.min(data)) // 100 bins = np.arange(np.min(data), np.max(data) + step, step) else: bins = np.linspace(np.min(data), np.max(data), 100) From 166d77643f5851c87b3200dce1ef5f7d3912abff Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Mon, 15 Jan 2024 09:01:23 +0000 Subject: [PATCH 7/9] Use integer bins for unisnged int data --- src/napari_matplotlib/histogram.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index f4191d7..32ea0d9 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -70,7 +70,7 @@ def draw(self) -> None: # Important to calculate bins after slicing 3D data, to avoid reading # whole cube into memory. - if data.dtype.kind == "i": + if data.dtype.kind in {"i", "u"}: # Make sure integer data types have integer sized bins step = 1 + (np.max(data) - np.min(data)) // 100 bins = np.arange(np.min(data), np.max(data) + step, step) From 14121492690b46bffb0aa7d05082d3ea86e8f120 Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Mon, 15 Jan 2024 09:02:08 +0000 Subject: [PATCH 8/9] ensure histogram bin step size is always a positive integer --- src/napari_matplotlib/histogram.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 32ea0d9..1d1f29b 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -72,7 +72,7 @@ def draw(self) -> None: # whole cube into memory. if data.dtype.kind in {"i", "u"}: # Make sure integer data types have integer sized bins - step = 1 + (np.max(data) - np.min(data)) // 100 + step = 1 + abs(np.max(data) - np.min(data)) // 100 bins = np.arange(np.min(data), np.max(data) + step, step) else: bins = np.linspace(np.min(data), np.max(data), 100) From 610f19cbeae553c969785763f3d505e46847771d Mon Sep 17 00:00:00 2001 From: Paul Smith Date: Mon, 15 Jan 2024 11:00:17 +0000 Subject: [PATCH 9/9] Ensure step size is at least 1 Update baseline images --- src/napari_matplotlib/histogram.py | 3 ++- .../tests/baseline/test_histogram_2D.png | Bin 28430 -> 25526 bytes .../tests/baseline/test_histogram_3D.png | Bin 20215 -> 20181 bytes 3 files changed, 2 insertions(+), 1 deletion(-) diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py index 1d1f29b..2db2f08 100644 --- a/src/napari_matplotlib/histogram.py +++ b/src/napari_matplotlib/histogram.py @@ -72,7 +72,8 @@ def draw(self) -> None: # whole cube into memory. if data.dtype.kind in {"i", "u"}: # Make sure integer data types have integer sized bins - step = 1 + abs(np.max(data) - np.min(data)) // 100 + step = abs(np.max(data) - np.min(data)) // 100 + step = max(1, step) bins 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