From 00dd5ec3a3cfcb29ccd1d1adf2d43d93b0feba19 Mon Sep 17 00:00:00 2001 From: Christian Vedel Date: Thu, 2 Jul 2026 14:06:29 +0200 Subject: [PATCH 1/4] Fix tutorial widgets --- docs/docs/assets/stylesheets/extra.css | 33 + docs/docs/tutorials/measurement.ipynb | 7515 +++++++++++++++++++++++- docs/overrides/main.html | 7 + 3 files changed, 7425 insertions(+), 130 deletions(-) diff --git a/docs/docs/assets/stylesheets/extra.css b/docs/docs/assets/stylesheets/extra.css index 5bc1db1..3e9d986 100644 --- a/docs/docs/assets/stylesheets/extra.css +++ b/docs/docs/assets/stylesheets/extra.css @@ -364,3 +364,36 @@ h1 .label-experiment { .label-experiment:hover { color: white !important; } + +/* + * FontAwesome 5 icon fix for Jupyter widget toolbars (ipympl / plopp) + * This is a temporary workaround until this is fixed on Plopps side + * + * Comment on the issue from Claude: + * embed-amd.js injects FA5 SVG-framework CSS inline, which intentionally sets + * content:"" on all icon classes (expecting FA5 JS to replace elements with SVGs). + * Since FA5 JS conflicts with RequireJS (breaking widget rendering), we instead: + * 1. Load FA5 webfonts via in overrides/main.html so the font file is available. + * 2. Use !important below to override the content:"" with the correct FA5 Solid glyphs. + */ +.fa::before { + font-family: "Font Awesome 5 Free" !important; + font-weight: 900 !important; +} +.fa-home::before { content: "\f015" !important; } +.fa-save::before { content: "\f0c7" !important; } +.fa-camera::before { content: "\f030" !important; } +.fa-cube::before { content: "\f1b2" !important; } +.fa-arrows-alt::before { content: "\f0b2" !important; } +.fa-arrows::before { content: "\f0b2" !important; } /* FA5 equivalent: arrows-alt */ +.fa-times::before { content: "\f00d" !important; } +.fa-plus::before { content: "\f067" !important; } +.fa-minus::before { content: "\f068" !important; } +.fa-search-plus::before { content: "\f00e" !important; } +.fa-crosshairs::before { content: "\f05b" !important; } +.fa-arrow-left::before { content: "\f060" !important; } +.fa-arrow-right::before { content: "\f061" !important; } +.fa-expand::before { content: "\f065" !important; } +.fa-compress::before { content: "\f066" !important; } +/* fa-arrows-v was removed in FA5; map to arrows-alt-v (\f338) */ +.fa-arrows-v::before { content: "\f338" !important; } diff --git a/docs/docs/tutorials/measurement.ipynb b/docs/docs/tutorials/measurement.ipynb index 05c8873..d923b87 100644 --- a/docs/docs/tutorials/measurement.ipynb +++ b/docs/docs/tutorials/measurement.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "bfb22357", "metadata": {}, "outputs": [], @@ -180,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 10, "id": "5aa49556", "metadata": {}, "outputs": [ @@ -205,7 +205,7 @@ "\n", "\n", "\n", - "
scipp.Variable (324 Bytes)
" @@ -238,7 +238,7 @@ "\n", "\n", "\n", - "
scipp.Variable (324 Bytes)
" @@ -271,7 +271,7 @@ "\n", "\n", "\n", - "
scipp.Variable (11.98 KB)
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" \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1579,7 +1579,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1614,7 +1614,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1654,7 +1654,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1690,7 +1690,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1703,7 +1703,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1716,7 +1716,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1812,12 +1812,12 @@ " \n", " \n", " \n", - " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1831,7 +1831,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1845,7 +1845,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1859,7 +1859,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1872,7 +1872,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1885,7 +1885,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -1898,7 +1898,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2312,18 +2312,18 @@ "\" style=\"fill: #ffffff\"/>\n", " \n", " \n", + "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\" id=\"image6d66a5f9ed\" transform=\"scale(1 -1) translate(0 -221.76)\" x=\"365.76\" y=\"-22.32\" width=\"12.24\" height=\"221.76\"/>\n", " \n", " \n", " \n", " \n", " \n", - " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2348,7 +2348,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2391,7 +2391,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2407,7 +2407,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2435,7 +2435,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2467,7 +2467,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2483,7 +2483,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2499,7 +2499,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2515,7 +2515,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2584,7 +2584,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2642,7 +2642,7 @@ " \n", " \n", " \n", - " 2026-06-18T15:35:46.311081\n", + " 2026-07-02T14:02:51.032981\n", " image/svg+xml\n", " \n", " \n", @@ -2673,20 +2673,20 @@ "z\n", "\" style=\"fill: #ffffff\"/>\n", " \n", - " \n", + " \n", " \n", + "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\" id=\"image20a05c816d\" transform=\"scale(1 -1) translate(0 -221.76)\" x=\"43.2\" y=\"-22.358906\" width=\"306.72\" height=\"221.76\"/>\n", " \n", " \n", " \n", " \n", " \n", - " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2739,7 +2739,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2774,7 +2774,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2814,7 +2814,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2850,7 +2850,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2863,7 +2863,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2876,7 +2876,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2972,12 +2972,12 @@ " \n", " \n", " \n", - " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -2991,7 +2991,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3005,7 +3005,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3019,7 +3019,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3032,7 +3032,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3045,7 +3045,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3058,7 +3058,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3472,18 +3472,18 @@ "\" style=\"fill: #ffffff\"/>\n", " \n", " \n", + "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\" id=\"imagedb10e7a0d4\" transform=\"scale(1 -1) translate(0 -221.76)\" x=\"365.76\" y=\"-22.32\" width=\"12.24\" height=\"221.76\"/>\n", " \n", " \n", " \n", " \n", " \n", - " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3507,12 +3507,12 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3522,12 +3522,12 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3537,12 +3537,12 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3552,12 +3552,12 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -3741,7 +3741,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 16, "id": "75774206", "metadata": {}, "outputs": [], @@ -3759,14 +3759,14 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 17, "id": "9d5de1be", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c5697e2266e54c818c26947db4dfc29d", + "model_id": "fb7831d570014313b2eb71b1052aa4a6", "version_major": 2, "version_minor": 0 }, @@ -3774,7 +3774,7 @@ "InteractiveFigure(children=(HBar(), HBar(children=(VBar(children=(Toolbar(children=(ButtonTool(icon='home', la…" ] }, - "execution_count": 38, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -3820,9 +3820,9 @@ "\n", "\n", "\n", - "
scipp.DataArray (36.84 KB)
    • t: 1500
    • Ltotal
      ()
      int64
      m
      61
      Values:
      array(61)
    • c
      ()
      string
      intensities
      Values:
      'intensities'
    • tof
      (t [bin-edge])
      float64
      s
      0.022, 0.022, ..., 0.092, 0.093
      Values:
      array([0.02158728, 0.02163456, 0.02168185, ..., 0.09242233, 0.09246961,\n",
-       "       0.0925169 ], shape=(1501,))
    • wavelength
      (t [bin-edge])
      float64
      Å
      1.4, 1.403, ..., 5.997, 6.0
      Values:
      array([1.4       , 1.40306667, 1.40613333, ..., 5.99386667, 5.99693333,\n",
-       "       6.        ], shape=(1501,))
    • (t)
      float32
      𝟙
      0.5531428, 0.56375575, ..., 0.63517606, 0.63194895
      σ = 0.002992472, 0.003154994, ..., 0.006249289, 0.006158047
      Values:
      array([0.5531428 , 0.56375575, 0.5592331 , ..., 0.6236488 , 0.63517606,\n",
+       "
      scipp.DataArray (36.84 KB)
        • t: 1500
        • Ltotal
          ()
          int64
          m
          61
          Values:
          array(61)
        • c
          ()
          string
          intensities
          Values:
          'intensities'
        • tof
          (t [bin-edge])
          float64
          s
          0.022, 0.022, ..., 0.092, 0.093
          Values:
          array([0.02158728, 0.02163456, 0.02168185, ..., 0.09242233, 0.09246961,\n",
+       "       0.0925169 ], shape=(1501,))
        • wavelength
          (t [bin-edge])
          float64
          Å
          1.4, 1.403, ..., 5.997, 6.0
          Values:
          array([1.4       , 1.40306667, 1.40613333, ..., 5.99386667, 5.99693333,\n",
+       "       6.        ], shape=(1501,))
        • (t)
          float32
          𝟙
          0.5531428, 0.56375575, ..., 0.63517606, 0.63194895
          σ = 0.002992472, 0.003154994, ..., 0.006249289, 0.006158047
          Values:
          array([0.5531428 , 0.56375575, 0.5592331 , ..., 0.6236488 , 0.63517606,\n",
        "       0.63194895], shape=(1500,), dtype=float32)

          Variances (σ²):
          array([8.9548885e-06, 9.9539866e-06, 9.6888207e-06, ..., 3.6184254e-05,\n",
        "       3.9053615e-05, 3.7921542e-05], shape=(1500,), dtype=float32)
    " ], @@ -3867,7 +3867,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "90742002e2bb4e9aab50053089e2cd50", + "model_id": "f619e516860447a1ac3bef249886d9e1", "version_major": 2, "version_minor": 0 }, @@ -3903,7 +3903,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fd1de66dd5324bf8856a8e7043a5c102", + "model_id": "f3299198e2104b019fe2b4367512b155", "version_major": 2, "version_minor": 0 }, @@ -3932,7 +3932,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "id": "4969d839", "metadata": {}, "outputs": [], @@ -3950,7 +3950,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "id": "6de05015", "metadata": {}, "outputs": [], @@ -3976,7 +3976,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "id": "ed81cad4", "metadata": {}, "outputs": [ @@ -4001,9 +4001,9 @@ "\n", "\n", "\n", - "
    scipp.DataArray (36.84 KB)
      • t: 1500
      • Ltotal
        ()
        int64
        m
        61
        Values:
        array(61)
      • c
        ()
        string
        intensities
        Values:
        'intensities'
      • tof
        (t [bin-edge])
        float64
        s
        0.022, 0.022, ..., 0.092, 0.093
        Values:
        array([0.02158728, 0.02163456, 0.02168185, ..., 0.09242233, 0.09246961,\n",
-       "       0.0925169 ], shape=(1501,))
      • wavelength
        (t [bin-edge])
        float64
        Å
        1.4, 1.403, ..., 5.997, 6.0
        Values:
        array([1.4       , 1.40306667, 1.40613333, ..., 5.99386667, 5.99693333,\n",
-       "       6.        ], shape=(1501,))
      • (t)
        float32
        𝟙
        0.36840674, 0.3425866, ..., 0.46642005, 0.45523798
        σ = 0.0058153444, 0.0056076236, ..., 0.013006445, 0.012870439
        Values:
        array([0.36840674, 0.3425866 , 0.35694158, ..., 0.43976402, 0.46642005,\n",
+       "
        scipp.DataArray (36.84 KB)
          • t: 1500
          • Ltotal
            ()
            int64
            m
            61
            Values:
            array(61)
          • c
            ()
            string
            intensities
            Values:
            'intensities'
          • tof
            (t [bin-edge])
            float64
            s
            0.022, 0.022, ..., 0.092, 0.093
            Values:
            array([0.02158728, 0.02163456, 0.02168185, ..., 0.09242233, 0.09246961,\n",
+       "       0.0925169 ], shape=(1501,))
          • wavelength
            (t [bin-edge])
            float64
            Å
            1.4, 1.403, ..., 5.997, 6.0
            Values:
            array([1.4       , 1.40306667, 1.40613333, ..., 5.99386667, 5.99693333,\n",
+       "       6.        ], shape=(1501,))
          • (t)
            float32
            𝟙
            0.36840674, 0.3425866, ..., 0.46642005, 0.45523798
            σ = 0.0058153444, 0.0056076236, ..., 0.013006445, 0.012870439
            Values:
            array([0.36840674, 0.3425866 , 0.35694158, ..., 0.43976402, 0.46642005,\n",
        "       0.45523798], shape=(1500,), dtype=float32)

            Variances (σ²):
            array([3.3818233e-05, 3.1445445e-05, 3.3600576e-05, ..., 1.4671838e-04,\n",
        "       1.6916762e-04, 1.6564821e-04], shape=(1500,), dtype=float32)
      " ], @@ -4019,7 +4019,7 @@ " float32 [dimensionless] (t) [0.368407, 0.342587, ..., 0.46642, 0.455238] [3.38182e-05, 3.14454e-05, ..., 0.000169168, 0.000165648]\n" ] }, - "execution_count": 24, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -4030,14 +4030,14 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "id": "1e142cfe", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "013a16a07ed147cbbfd3f8ed4e2180e4", + "model_id": "51cb79324297489db7f9c4be558d730a", "version_major": 2, "version_minor": 0 }, @@ -4045,7 +4045,7 @@ "InteractiveFigure(children=(HBar(), HBar(children=(VBar(children=(Toolbar(children=(ButtonTool(icon='home', la…" ] }, - "execution_count": 25, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -4064,7 +4064,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "id": "123de71f", "metadata": {}, "outputs": [], @@ -4082,14 +4082,14 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "id": "01bb61d2", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4b8de46e94f24f72adabec77e114abf8", + "model_id": "8cbb2094884548d58fca5db74c843a2e", "version_major": 2, "version_minor": 0 }, @@ -4097,7 +4097,7 @@ "InteractiveFigure(children=(HBar(), HBar(children=(VBar(children=(Toolbar(children=(ButtonTool(icon='home', la…" ] }, - "execution_count": 27, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -4122,14 +4122,14 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "id": "7ff41a8e-7dd2-4a19-9d09-8a9221963459", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "40221aacaf994af1a7462168f20bdfae", + "model_id": "52761c5c635c45138314154f765f7daa", "version_major": 2, "version_minor": 0 }, @@ -4137,7 +4137,7 @@ "Box(children=(InteractiveFigure(children=(HBar(), HBar(children=(VBar(children=(Toolbar(children=(ButtonTool(i…" ] }, - "execution_count": 28, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -4156,17 +4156,17 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 28, "id": "5ef8713d-4844-4afa-ac26-309ed2154613", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "EasyList of length 1 of type(s) []" + "EasyList of length 2 of type(s) []" ] }, - "execution_count": 29, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -4185,7 +4185,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 29, "id": "41a4cd39", "metadata": { "tags": [ @@ -4204,18 +4204,19 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 30, "id": "f02fe391", "metadata": {}, "outputs": [], "source": [ - "measurement.regions_of_interest[1].unique_name = 'best_roi' # Requires that an ROI was drawn using the roi_creator tool." + "# Requires that an ROI was drawn using the roi_creator tool.\n", + "measurement.regions_of_interest[1].unique_name = 'best_roi'" ] } ], "metadata": { "kernelspec": { - "display_name": "default", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -4230,6 +4231,7260 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.14" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "002722b7226540c3bcb87508177f02b7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "VBoxModel", + "state": { + "children": [ + "IPY_MODEL_7a315b614517414f9068dcde0802a649", + "IPY_MODEL_36eff5837f234078a11524486d0036a6" + ], + "layout": "IPY_MODEL_78b52be6a63d4101bb76b30473895c70" + } + }, + "00abd6aa0fcf4d40a0ed833c4623acc0": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": {} + }, + "00e98f9721e746799208b63d3f597df6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ToggleButtonModel", + "state": { + "icon": "search-plus", + "layout": "IPY_MODEL_4c5662a683594cc4abdcd32e5a01bc92", + "style": "IPY_MODEL_42aca990927a40c7bb52920ab2d04971", + "tooltip": "Zoom" + } + }, + "0177c17ef2e1462596961a7fdaf7e4fa": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "layout": "IPY_MODEL_0589be6d184d4447abd0978efa0a3dc4" + } + }, + "0271bd8262c34b1db72ee07cfd4485c5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ToggleButtonStyleModel", + "state": { + "description_width": "", + "font_family": null, + "font_size": null, + "font_style": null, + "font_variant": null, + "font_weight": null, + "text_color": null, + "text_decoration": null + } + }, + "02776e3b304a4e6c978a2c39ed75ab49": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "margin": "0px 0px 0px 10px" + } + }, + "031f326403634bef8509a5ccc2c4f9f7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "TextStyleModel", + "state": { + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "038e42ce348249ff9671e58d72241bc0": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": {} + }, + "03a6d651686640829804e56e2d5af871": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "VBoxModel", + "state": { + "children": [ + "IPY_MODEL_8d4e9e5e696b429c861880e05860f0c0" + ], + "layout": "IPY_MODEL_45cafce9d44c4b5c9c642dec75cf32f6" + } + }, + "04a0383822a54ca3a7d6f2a301f30dfd": { + "model_module": "jupyter-matplotlib", + 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", 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file. #} + +{% endblock %} + {% block content %} {% if page.nb_url %} From 52d0a1e9065a1cf3bc544b1b15f442120b5e9243 Mon Sep 17 00:00:00 2001 From: Christian Vedel Date: Thu, 2 Jul 2026 16:43:42 +0200 Subject: [PATCH 2/4] Update copier template --- .copier-answers.yml | 2 +- .github/workflows/docs.yml | 9 ++++++--- .github/workflows/pypi-test.yml | 10 +++++++--- .github/workflows/test.yml | 9 +++++---- docs/mkdocs.yml | 6 ++++-- pixi.toml | 24 +++++++++++++++--------- 6 files changed, 38 insertions(+), 22 deletions(-) diff --git a/.copier-answers.yml b/.copier-answers.yml index 92b8e27..7ba0741 100644 --- a/.copier-answers.yml +++ b/.copier-answers.yml @@ -1,6 +1,6 @@ # WARNING: Do not edit this file manually. # Any changes will be overwritten by Copier. -_commit: v0.11.4 +_commit: v0.13.1 _src_path: gh:easyscience/templates app_docs_url: https://easyscience.github.io/imaging-app app_doi: 10.5281/zenodo.18163581 diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 6b6db79..de6e031 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -123,11 +123,14 @@ jobs: # Build the static files for the documentation site for local inspection # Input: docs/ directory containing the Markdown files - # Output: site/ directory containing the generated HTML files + # Output: docs/site/ directory containing the generated HTML files + # Also verifies that mkdocstrings generated docs/site/objects.inv. - name: Build site for local check - run: pixi run docs-build-local + run: | + pixi run docs-build-local + pixi run docs-inventory-check - # Upload the static files from the site/ directory to be used for + # Upload the static files from the docs/site/ directory to be used for # local check - name: Upload built site as artifact uses: ./.github/actions/upload-artifact diff --git a/.github/workflows/pypi-test.yml b/.github/workflows/pypi-test.yml index 0ea822e..73a5e33 100644 --- a/.github/workflows/pypi-test.yml +++ b/.github/workflows/pypi-test.yml @@ -43,11 +43,15 @@ jobs: frozen: false - name: Init pixi project - run: pixi init easyimaging + run: + pixi init --platform linux-64 --platform osx-arm64 --platform win-64 + easyimaging - - name: Set the minimum system requirements + - name: Configure pixi platforms working-directory: easyimaging - run: pixi project system-requirements add macos 14.0 + run: | + pixi workspace platform edit linux-64 --glibc 2.35 --no-install + pixi workspace platform edit osx-arm64 --macos 14.0 --no-install - name: Add Python 3.13 from Conda working-directory: easyimaging diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index ff7e4e9..67a8d54 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -211,15 +211,16 @@ jobs: echo "🔹🔸🔹🔸🔹 Python: $py_ver 🔹🔸🔹🔸🔹" echo "Initializing pixi project" - pixi init easyimaging_py$py_ver + pixi init --platform linux-64 --platform osx-arm64 --platform win-64 eeasyimaging_py$py_ver cd easyimaging_py$py_ver + echo "Configure pixi platforms" + pixi workspace platform edit linux-64 --glibc 2.35 --no-install + pixi workspace platform edit osx-arm64 --macos 14.0 --no-install + echo "Adding Python $py_ver" pixi add "python=$py_ver" - echo "Setting macOS 14.0 as minimum required" - pixi project system-requirements add macos 14.0 - echo "Looking for wheel in ../dist/py$py_ver/" ls -l "../dist/py$py_ver/" diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index 6e5a42c..8c70af6 100644 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -159,6 +159,8 @@ plugins: show_submodules: true show_source: false show_bases: false + # Uncomment when the project depends on `easyscience` and inherited + # EasyScience base-class members should be shown in the API docs. preload_modules: - easyscience inherited_members: true @@ -169,11 +171,11 @@ plugins: summary: true relative_crossrefs: true scoped_crossrefs: true - filters: ['!^_[^_]', '!__repr__', '!__dir__'] + filters: ['!^_[^_]', '!__repr__', '!__dir__'] # This is the default filter minus __repr__ and __dir__ inventories: - url: https://scipp.github.io/objects.inv - url: https://numpy.org/doc/stable/objects.inv - - url: https://easyscience.github.io/core/2.3.1/objects.inv + - url: https://easyscience.github.io/core/latest/objects.inv - url: https://scipp.github.io/scitiff/objects.inv - url: https://scipp.github.io/plopp/objects.inv - search diff --git a/pixi.toml b/pixi.toml index 6a4cbf3..9c262e1 100644 --- a/pixi.toml +++ b/pixi.toml @@ -5,7 +5,19 @@ [workspace] # Supported platforms for the lock file (pixi.lock) -platforms = ['win-64', 'linux-64', 'osx-arm64'] +platforms = [ + 'win-64', + # Set minimum supported version for glibc to be 2.35 to ensure packages + # like `crysfml` that only have wheels for glibc 2.35+ + # (manylinux_2_35_x86_64) are used. + #libc = { family = 'glibc', version = '2.35' } + { platform = 'linux-64', glibc = '2.35' }, + # Set minimum supported version for macOS to be 14.0 to ensure packages + # like `scipp` that only have wheels for macOS 14.0+ (macosx_14_0_arm64) + # are used instead of building from source. This is a workaround for + # Pixi, see https://github.com/prefix-dev/pixi/issues/5667 + { platform = 'osx-arm64', macos = '14.0' }, +] # Channels for fetching packages channels = ['nodefaults', 'conda-forge'] @@ -19,13 +31,6 @@ channels = ['nodefaults', 'conda-forge'] [activation.env] PYTHONIOENCODING = 'utf-8' -[system-requirements] -# Set minimum supported version for macOS to be 14.0 to ensure packages -# like `scipp` that only have wheels for macOS 14.0+ (macosx_14_0_arm64) -# are used instead of building from source. This is a workaround for -# Pixi, see https://github.com/prefix-dev/pixi/issues/5667 -macos = '14.0' - # Non-default features: # Set specific Python versions to be used in CI testing. @@ -187,8 +192,9 @@ docs-serve = 'pixi run docs-pre serve -f docs/mkdocs.yml' docs-serve-dirty = 'pixi run docs-serve --dirty' docs-build = 'pixi run docs-pre build -f docs/mkdocs.yml' docs-build-local = 'pixi run docs-build --no-directory-urls' +docs-inventory-check = 'python -c "from pathlib import Path; p = Path(\"docs/site/objects.inv\"); raise SystemExit(0 if p.is_file() and p.stat().st_size > 0 else \"missing or empty docs/site/objects.inv\")"' -docs-deploy-pre = 'mike deploy -F docs/mkdocs.yml --push --branch gh-pages --update-aliases --alias-type redirect' +docs-deploy-pre = 'mike deploy -F docs/mkdocs.yml --push --branch gh-pages --update-aliases --alias-type copy' docs-set-default-pre = 'mike set-default -F docs/mkdocs.yml --push --branch gh-pages' docs-update-assets = 'python tools/update_docs_assets.py' From b9460664e451307779f09b344ee370a352cb7967 Mon Sep 17 00:00:00 2001 From: Christian Vedel Date: Fri, 3 Jul 2026 13:39:36 +0200 Subject: [PATCH 3/4] Use Develop version of template --- .copier-answers.yml | 2 +- .github/workflows/test.yml | 2 +- pyproject.toml | 1 + 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/.copier-answers.yml b/.copier-answers.yml index 7ba0741..9540a90 100644 --- a/.copier-answers.yml +++ b/.copier-answers.yml @@ -1,6 +1,6 @@ # WARNING: Do not edit this file manually. # Any changes will be overwritten by Copier. -_commit: v0.13.1 +_commit: v0.13.1-4-g190905c _src_path: gh:easyscience/templates app_docs_url: https://easyscience.github.io/imaging-app app_doi: 10.5281/zenodo.18163581 diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 67a8d54..800f23d 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -211,7 +211,7 @@ jobs: echo "🔹🔸🔹🔸🔹 Python: $py_ver 🔹🔸🔹🔸🔹" echo "Initializing pixi project" - pixi init --platform linux-64 --platform osx-arm64 --platform win-64 eeasyimaging_py$py_ver + pixi init --platform linux-64 --platform osx-arm64 --platform win-64 easyimaging_py$py_ver cd easyimaging_py$py_ver echo "Configure pixi platforms" diff --git a/pyproject.toml b/pyproject.toml index 74a093a..3b2f999 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -51,6 +51,7 @@ dev = [ 'jupytext', # Jupyter notebook text format support 'jupyterquiz', # Quizzes in Jupyter notebooks 'pydoclint', # Docstring linter + 'docstring-parser-fork!=0.0.15', # Parser used by pydoclint. 0.0.15 splits NumPy-style defaults -> DOC105 failures 'format-docstring', # Docstring formatter 'docstripy', # Convert docstrings to other formats 'interrogate', # Docstring coverage checker From f6bd4e5bd19d67ad3e8fd14ad3d09a03b5bdb6c8 Mon Sep 17 00:00:00 2001 From: Christian Vedel Date: Fri, 3 Jul 2026 16:02:07 +0200 Subject: [PATCH 4/4] Update the small_test_scitiff for CI --- pixi.lock | 2939 ++++++++++++++++++----------------- src/easyimaging/datasets.py | 6 +- 2 files changed, 1530 insertions(+), 1415 deletions(-) diff --git a/pixi.lock b/pixi.lock index 5bfeb2f..0fe5a33 100644 --- a/pixi.lock +++ b/pixi.lock @@ -1,8 +1,22 @@ version: 7 platforms: -- name: linux-64 -- name: osx-arm64 +- name: p1 + subdir: linux-64 + virtual-packages: + - 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'small_test_scitiff/small_test_scitiff_v1.tiff': ( - 'sha256:2ce4088fad10437a1180855fba4ebfefad0c98b252be36d6fc046a1aa6ca922d' + 'small_test_scitiff/small_test_scitiff_v2.tiff': ( + 'sha256:bdf62c9a982a9fe13449b08ff1919c9a2bf1d7a84998eeb007e232d4b4d32981' ), 'small_test_tiff/small_test_tiff_v1.tiff': 'sha256:99e5558db28d0d5d5ca46d159791b3649d5a61b6cb4ff67bedaf5485b7d6ea35', }, @@ -43,7 +43,7 @@ def small_test_scitiff(): """ Load a small test scitiff file. 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