From a6c07b6ec1f4af970e9ab0a17c37e8e1ab1302c7 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis <69729525+clewis7@users.noreply.github.com> Date: Fri, 7 Jul 2023 08:29:54 -0400 Subject: [PATCH 01/31] Update README.md --- README.md | 46 ++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 44 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 5172e8d..ba90fb8 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,44 @@ -# fastplotlib-scipy2023 -fastplotlib demos at scipiy 2023 +# fastplotlib SciPy 2023 + +Materials for the `fastplotlib` talk at SciPy 2023. This repo includes installation instructions and the demo notebooks covered in our talk. + +The demos cover the following topics: +1. `Images` - plotting simple images, feature changes, image updates, `ImageWidget` +2. `Lines` - 2D line plots, fancy indexing of features, `LineCollection`, `LineStack`, `LinearSelector`, `LinearRegionSelector`, `Heatmap` +4. Interactivity - high-level interactivity system to link graphics and their features together, addding event handlers for further interaction +5. `GridPlots` - grid of `Subplots` +6. `Scatters` - 2D and 3D scatter plots + +# Installation instructions + +See the `fastplotlib` repo for [installation](https://github.com/kushalkolar/fastplotlib#:~:text=on%20gitter.-,Installation,-Install%20using%20pip). + +In order to run the notebooks you will also need to have `imageio` and `tifffile` installed. These are not dependencies of `fastplotlib`, but are being used in these demos. + +### Install using pip +``` +pip install tiffile +``` +``` +pip install imageio +``` + +# General `fastplotlib` API +## 1. Graphics - objects that are drawn +- `Image`, `Line`, `Scatter`, `Heatmap` +- Collections - `LineCollection`, `LineStack` (ex: neural timeseries data) +- Interactions +## 2. Layouts +- `Plot` - a single plot area +- `GridPlot` - a grid of `Subplots` +## 3. Widgets - high level widgets to make repetitive UIs easier +- `ImageWidget`- n-dimensional widget for Image data +- Sliders, support window functions, `GridPlot`, etc. + +# Docs +For a more in-depth look at our API, please visit our [docs](https://fastplotlib.readthedocs.io/en/latest/?badge=latest). + +# Contributions +`fastplotlib` is a relatively new software, and we are always looking for feedback or help! Please see the [contributing guide](https://github.com/kushalkolar/fastplotlib/blob/master/CONTRIBUTING.md). + +You can also look at our [Roadmap for 2023](https://github.com/kushalkolar/fastplotlib/issues/55) and [Issues](https://github.com/kushalkolar/fastplotlib/issues) for more ideas on how to contribute. From fe3ccbb848bc18679cc4f958bc2307753f411ea5 Mon Sep 17 00:00:00 2001 From: Kushal Kolar Date: Fri, 7 Jul 2023 11:51:12 -0400 Subject: [PATCH 02/31] Update README.md --- README.md | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index ba90fb8..f8c627b 100644 --- a/README.md +++ b/README.md @@ -13,14 +13,11 @@ The demos cover the following topics: See the `fastplotlib` repo for [installation](https://github.com/kushalkolar/fastplotlib#:~:text=on%20gitter.-,Installation,-Install%20using%20pip). -In order to run the notebooks you will also need to have `imageio` and `tifffile` installed. These are not dependencies of `fastplotlib`, but are being used in these demos. +In order to run the notebooks you will also need to have `imageio` and `zarr` installed. These are not dependencies of `fastplotlib`, but are being used in these demos. ### Install using pip ``` -pip install tiffile -``` -``` -pip install imageio +pip install tiffile imageio zarr ``` # General `fastplotlib` API From 80721662c06b3c2bb3219de7ecf38f623bb74220 Mon Sep 17 00:00:00 2001 From: Kushal Kolar Date: Fri, 7 Jul 2023 11:54:49 -0400 Subject: [PATCH 03/31] Update README.md --- README.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index f8c627b..afe2b29 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ # fastplotlib SciPy 2023 -Materials for the `fastplotlib` talk at SciPy 2023. This repo includes installation instructions and the demo notebooks covered in our talk. +Materials for the [`fastplotlib`](https://github.com/kushalkolar/fastplotlib/) talk at SciPy 2023. This repo includes installation instructions and the demo notebooks covered in our talk. + +For more info on `fastplotlib` see the repo: https://github.com/kushalkolar/fastplotlib/ The demos cover the following topics: 1. `Images` - plotting simple images, feature changes, image updates, `ImageWidget` @@ -11,13 +13,13 @@ The demos cover the following topics: # Installation instructions -See the `fastplotlib` repo for [installation](https://github.com/kushalkolar/fastplotlib#:~:text=on%20gitter.-,Installation,-Install%20using%20pip). +See the `fastplotlib` repo for [installation](https://github.com/kushalkolar/fastplotlib#installation). In order to run the notebooks you will also need to have `imageio` and `zarr` installed. These are not dependencies of `fastplotlib`, but are being used in these demos. ### Install using pip ``` -pip install tiffile imageio zarr +pip install imageio zarr ``` # General `fastplotlib` API @@ -33,9 +35,9 @@ pip install tiffile imageio zarr - Sliders, support window functions, `GridPlot`, etc. # Docs -For a more in-depth look at our API, please visit our [docs](https://fastplotlib.readthedocs.io/en/latest/?badge=latest). +For a more in-depth look at our API, please visit our [docs](https://fastplotlib.readthedocs.io/en/). # Contributions -`fastplotlib` is a relatively new software, and we are always looking for feedback or help! Please see the [contributing guide](https://github.com/kushalkolar/fastplotlib/blob/master/CONTRIBUTING.md). +`fastplotlib` is a relatively new library, and we are always looking for feedback or help! Please see the [contributing guide](https://github.com/kushalkolar/fastplotlib/blob/master/CONTRIBUTING.md). You can also look at our [Roadmap for 2023](https://github.com/kushalkolar/fastplotlib/issues/55) and [Issues](https://github.com/kushalkolar/fastplotlib/issues) for more ideas on how to contribute. From 014fe9f6639a73a79ccbc9b451420bc4a3ab2fec Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Fri, 7 Jul 2023 12:10:47 -0400 Subject: [PATCH 04/31] git lfs handle data --- .gitattributes | 1 + data/contours.npy | 3 +++ data/rcm.npy | 3 +++ data/temporal.npy | 3 +++ 4 files changed, 10 insertions(+) create mode 100644 .gitattributes create mode 100644 data/contours.npy create mode 100644 data/rcm.npy create mode 100644 data/temporal.npy diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..36dce4d --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +*.npy filter=lfs diff=lfs merge=lfs -text diff --git a/data/contours.npy b/data/contours.npy new file mode 100644 index 0000000..60e46de --- /dev/null +++ b/data/contours.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b3af236335d02693539627dab2b48161b53c36a3e315a81ed87dbc75aa00ffb +size 83914 diff --git a/data/rcm.npy b/data/rcm.npy new file mode 100644 index 0000000..af494e4 --- /dev/null +++ b/data/rcm.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d42b4c5dd788e0294ec9a5129aeb762b737a96cc139c584bfe5d83bcd852cbbc +size 693600128 diff --git a/data/temporal.npy b/data/temporal.npy new file mode 100644 index 0000000..2a59c19 --- /dev/null +++ b/data/temporal.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f11024b84ff29dd3ee5599b16ce229e9a51c5cc2fd67188e0b39593dc47c8e20 +size 3720128 From 34f5196bfd95b072e981d4592773c4e88c8c74f0 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Fri, 7 Jul 2023 12:12:17 -0400 Subject: [PATCH 05/31] change paths --- interactivity.ipynb | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/interactivity.ipynb b/interactivity.ipynb index 4028929..e0f0b1b 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -43,18 +43,18 @@ "outputs": [], "source": [ "# reconstructed movie of CaImAn Sue demo movie after running motion correction and CNMF algorithms\n", - "movie = np.load('/home/clewis7/Desktop/scipy_demos/rcm.npy')\n", + "movie = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/rcm.npy')\n", "\n", "# temporal traces of identified neurons\n", - "temporal = np.load('/home/clewis7/Desktop/scipy_demos/temporal.npy')\n", + "temporal = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/temporal.npy')\n", "\n", "# contours of identified neurons\n", - "contours = np.load('/home/clewis7/Desktop/scipy_demos/contours.npy', allow_pickle=True)" + "contours = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/contours.npy', allow_pickle=True)" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "6017327f-b197-4d1a-a6d0-36d9712957b1", "metadata": { "tags": [] @@ -66,7 +66,7 @@ "(3000, 170, 170)" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "f0df4095-d3cb-42b0-8330-a54681ed4b7f", "metadata": { "tags": [] @@ -89,7 +89,7 @@ "(155, 3000)" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -100,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "0d236133-7a66-42a3-b493-c999368e9fac", "metadata": { "tags": [] @@ -112,7 +112,7 @@ "(155,)" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } From 6f63cc6bfd868a4dfff513359569807c52893664 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Fri, 7 Jul 2023 20:52:02 -0400 Subject: [PATCH 06/31] notebook updates --- image.ipynb | 458 ++++++---------------------------------------- scatterplot.ipynb | 247 ------------------------- 2 files changed, 54 insertions(+), 651 deletions(-) delete mode 100644 scatterplot.ipynb diff --git a/image.ipynb b/image.ipynb index 0d2dd71..f23b8f1 100644 --- a/image.ipynb +++ b/image.ipynb @@ -53,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "775411ec-15da-4231-a67f-9300265c6ac6", "metadata": { "tags": [] @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 1, "id": "c74ee3e0-572f-4619-b875-d313de81d7ef", "metadata": { "tags": [] @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 4, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -141,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] @@ -150,7 +150,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "224fd3b3c63449e3956c393bfa930772", + "model_id": "b9b121e080844e42ba2e348caeedade6", "version_major": 2, "version_minor": 0 }, @@ -206,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 44, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -230,7 +230,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 45, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -251,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 46, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -271,7 +271,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 47, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -282,104 +282,9 @@ "image_graphic.cmap.vmax = 150" ] }, - { - "cell_type": "markdown", - "id": "ba4be6e6-454b-465f-9eac-3cde424963aa", - "metadata": {}, - "source": [ - "**Set the entire data array again**\n", - "\n", - "Note: The shape of the new data array must match the current data shown in the `Graphic`" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "f6f6a977-f96b-43f4-8235-0f4fce1f6f57", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(512, 512, 3)" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "new_data = iio.imread(\"imageio:astronaut.png\")\n", - "new_data.shape" - ] - }, - { - "cell_type": "markdown", - "id": "38b76440-9b10-42dd-8ca5-2530d2a1da6e", - "metadata": {}, - "source": [ - "This is an RGB image, convert to grayscale to maintain the shape of (512, 512)" - ] - }, { "cell_type": "code", "execution_count": 13, - "id": "7a3dab00-6a92-4ba7-a19a-a4a3c23f3421", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(512, 512)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gray = new_data.dot([0.3, 0.6, 0.1])\n", - "gray.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "ef731a15-59bb-4bbf-9955-c6069d1c9a7e", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], - "source": [ - "image_graphic.data = gray" - ] - }, - { - "cell_type": "markdown", - "id": "ea76f601-f655-43a2-a4ab-2730643fc6a2", - "metadata": {}, - "source": [ - "**reset vmin vmax**" - ] - }, - { - "cell_type": "code", - "execution_count": 15, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -389,176 +294,9 @@ "image_graphic.cmap.reset_vmin_vmax()" ] }, - { - "cell_type": "markdown", - "id": "67b92ffd-40cc-43fe-9df9-0e0d94763d8e", - "metadata": {}, - "source": [ - "### Indexing plots\n", - "\n", - "**Plots are indexable and give you their graphics by name**" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "e6ba689c-ff4a-44ef-9663-f2c8755072c4", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "unnamed: Plot @ 0x7f0c4b8be810\n", - " parent: None\n", - " Graphics:\n", - "\t'sample-image': ImageGraphic @ 0x7f0c044ffed0" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "plot" - ] - }, { "cell_type": "code", - "execution_count": 17, - "id": "5b18f4e3-e13b-46d5-af1f-285c5a7fdc12", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "plot[\"sample-image\"]" - ] - }, - { - "cell_type": "markdown", - "id": "490f0040-0462-4fac-b91e-7537e2d0b2c2", - "metadata": {}, - "source": [ - "**You can also use numerical indexing on `plot.graphics`**" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "2b5c1321-1fd4-44bc-9433-7439ad3e22cf", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "plot.graphics" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "930ccff4-b678-4e21-a8b1-7f77a232d811", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "plot.graphics[0]" - ] - }, - { - "cell_type": "markdown", - "id": "57cfdeae-b6ae-409b-abe7-4b76155f1f39", - "metadata": {}, - "source": [ - "The `Graphic` instance is also returned when you call `plot.add_`" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "b12bf75e-4e93-4930-9146-e96324fdf3f6", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "image_graphic " - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "b56420be-7121-4275-9444-803308400a63", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "image_graphic == plot[\"sample-image\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -578,75 +316,6 @@ "**Note: if you have a good enough gpu, you do not need to close the plots. We are doing this here for gpu conservation.**" ] }, - { - "cell_type": "markdown", - "id": "f7ed56a9-c613-4a4a-9147-7dc135a00ed2", - "metadata": {}, - "source": [ - "### RGB images are also supported\n", - "\n", - "`cmap` arguments are ignored for rgb images, but vmin vmax still works" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "7f545e43-d4de-4eab-ba8d-6d98c651ffd5", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3c3a7147853a4bdc947e17744c8ab3cc", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_rgb = fpl.Plot()\n", - "\n", - "plot_rgb.add_image(new_data, name=\"rgb-image\")\n", - "\n", - "sc = Sidecar(title=\"rgb image\")\n", - "\n", - "with sc:\n", - " display(plot_rgb.show())" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "de797c6c-fafd-4db4-9c6b-ef48b71cd9b5", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_rgb[\"rgb-image\"].cmap.vmin = 100" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "d5de925b-1dfc-4d53-9f7b-eb85b8bb7791", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_rgb.close()\n", - "sc.close()" - ] - }, { "cell_type": "markdown", "id": "1cb03f42-1029-4b16-a16b-35447d9e2955", @@ -661,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 24, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] @@ -670,7 +339,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "423592513ddd4ac7afc01e60c217614f", + "model_id": "6711e695a979431b83aa8294ac2c1163", "version_major": 2, "version_minor": 0 }, @@ -723,7 +392,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "id": "86e70b1e-4328-4035-b992-70dff16d2a69", "metadata": { "tags": [] @@ -732,7 +401,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "887a2d48c313467197aac3074ca57f25", + "model_id": "a7258bdd88f4403880034425bd2532ba", "version_major": 2, "version_minor": 0 }, @@ -746,7 +415,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "340c5d8ac0fb4d86b72dc7e822bd7e1a", + "model_id": "309a152b85884ad6b7622ced2db62746", "version_major": 2, "version_minor": 0 }, @@ -754,7 +423,7 @@ "VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layout(width='auto'…" ] }, - "execution_count": 27, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -787,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 26, "id": "bd073e07-5721-4957-8a16-0767b9d64d25", "metadata": { "tags": [] @@ -807,7 +476,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 27, "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", "metadata": { "tags": [] @@ -816,15 +485,15 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2296fe63359b499398f2384f3bd54664", + "model_id": "5db8ae11459e49d5bc97898784a5bf7e", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 59, 'timestamp': 1688730919.6128232, …" + "VBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 897, 'timestamp': 1688758775.4827225,…" ] }, - "execution_count": 29, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -835,7 +504,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 28, "id": "11839d95-8ff7-444c-ae13-6b072c3112c5", "metadata": { "tags": [] @@ -844,15 +513,15 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ffc38bd05bc549dd843d30576e15e1e1", + "model_id": "74f82ca81f134b0f9a7071c3a43659fe", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "HBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 76, 'timestamp': 1688730921.1709845, …" + "HBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 1000, 'timestamp': 1688758784.035488,…" ] }, - "execution_count": 30, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -863,7 +532,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 29, "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", "metadata": { "tags": [] @@ -996,7 +665,27 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 9, + "id": "070ba640-5c5d-4a11-9c42-944f1c15bdf8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-rw-r--r-- 1 clewis7 9.6G Oct 5 2020 \u001b[0m\u001b[01;35m'/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff'\u001b[0m\u001b[K\n" + ] + } + ], + "source": [ + "ll -h '/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff'" + ] + }, + { + "cell_type": "code", + "execution_count": 10, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": {}, "outputs": [], @@ -1007,7 +696,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 11, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] @@ -1019,7 +708,7 @@ "(1309, 30, 512, 512)" ] }, - "execution_count": 43, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -1030,7 +719,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 12, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] @@ -1039,7 +728,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "eac6cbc632384e3192274d301edd04b3", + "model_id": "8dc88234c89d4e54af6d780dfa7d899a", "version_major": 2, "version_minor": 0 }, @@ -1063,7 +752,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 13, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -1088,7 +777,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 34, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -1101,46 +790,7 @@ }, { "cell_type": "code", - "execution_count": 47, - "id": "31542e8e-9549-4878-bbea-25136fd1b3ad", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# change the winow size\n", - "iw.window_funcs[\"t\"].window_size = 23" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "id": "2433e117-8b99-4ca4-89fb-b6283c007620", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# change the function\n", - "iw.window_funcs[\"t\"].func = np.max" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "id": "58695549-089f-4af3-abab-289ad47c0681", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# or set it again\n", - "iw.window_funcs = {\"t\": (np.min, 11)}" - ] - }, - { - "cell_type": "code", - "execution_count": 50, + "execution_count": 14, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] diff --git a/scatterplot.ipynb b/scatterplot.ipynb deleted file mode 100644 index d6ea93a..0000000 --- a/scatterplot.ipynb +++ /dev/null @@ -1,247 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "cb36b8f4-62d9-45a1-9c0b-dff34c08472b", - "metadata": {}, - "source": [ - "## Scatterplot\n", - "\n", - "`GridPlot` layout of scatter plots with a mix of 2d an 3d cameras" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c1f92c66-b30d-4c45-8033-addc1c3231eb", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import fastplotlib as fpl\n", - "import numpy as np\n", - "from sidecar import Sidecar" - ] - }, - { - "cell_type": "markdown", - "id": "13604307-8fb9-4aae-beca-195b57a5cddb", - "metadata": {}, - "source": [ - "Generate data" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "743c1d94-e733-4e03-954f-d55125bf781b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "n_points = 10_000\n", - "\n", - "dims = (n_points, 3)\n", - "\n", - "offset = 15\n", - "\n", - "normal = np.random.normal(size=dims, scale=5)\n", - "cloud = np.vstack(\n", - " [\n", - " normal - offset,\n", - " normal,\n", - " normal + offset,\n", - " ]\n", - ")\n" - ] - }, - { - "cell_type": "markdown", - "id": "f2df0522-4b3e-4d93-a461-e86e6187f698", - "metadata": {}, - "source": [ - "Create `GridPlot` instance" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "c3437acf-74f0-4820-86f1-fec0a79f8a6d", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9ffb8e467c6046a482d0ccc504609e6c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "colors = [\"yellow\"] * n_points + [\"cyan\"] * n_points + [\"magenta\"] * n_points\n", - "\n", - "# grid with 2 rows and 2 columns\n", - "shape = (2, 2)\n", - "\n", - "# define the camera\n", - "# a mix of 2d and 3d\n", - "cameras = [\n", - " ['2d', '3d'], \n", - " ['3d', '2d']\n", - "]\n", - "\n", - "# pan-zoom controllers for each view\n", - "# views are synced if they have the \n", - "# same controller ID\n", - "# you can only sync controllers that use the same camera type\n", - "# i.e. you cannot sync between 2d and 3d subplots\n", - "controllers = [\n", - " [0, 1],\n", - " [1, 0]\n", - "]\n", - "\n", - "# create the grid plot\n", - "grid_plot = fpl.GridPlot(\n", - " shape=shape,\n", - " cameras=cameras,\n", - " controllers=controllers\n", - ")\n", - "\n", - "# add scatter graphics to subplots\n", - "for subplot in grid_plot:\n", - " subplot.add_scatter(data=cloud, colors=colors, alpha=0.7, sizes=5)\n", - " \n", - " subplot.set_axes_visibility(True)\n", - " subplot.set_grid_visibility(True)\n", - "\n", - "\n", - "# view with sidecar \n", - "sc = Sidecar(title=\"scatter plot\")\n", - "\n", - "with sc:\n", - " display(grid_plot.show())" - ] - }, - { - "cell_type": "markdown", - "id": "7e44e2cf-6c72-46eb-9902-717a61b5c20e", - "metadata": {}, - "source": [ - "### Feature changes" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "794a8d9a-0ee9-4e94-b60a-0bdf5feb1818", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics[0].colors[n_points:int(n_points * 1.5)] = \"r\"" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "ca6c0825-3350-45a9-b620-5809d46f1af9", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics[0].colors[:n_points:10] = \"blue\"" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "18540716-08fe-49fb-8400-69d7860ac0be", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 0].graphics[0].colors[n_points:] = \"green\"" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "db46264d-96bf-4870-a5ca-94d14134002f", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics[0].colors[n_points:, -1] = 0" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "034fede4-9e63-482f-b77d-ea1fe2d09577", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics[0].data[:n_points] = grid_plot[0, 1].graphics[0].data[n_points * 2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4b9e10c3-46f4-4b5f-abf8-b869d1385e5b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "gridplot.close()\n", - "sc.close()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "763d8832-3a44-49e9-bd09-000aecc0e62f", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} From 6654d13f805d173a0f96185d33b16269322d5810 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Fri, 7 Jul 2023 21:02:08 -0400 Subject: [PATCH 07/31] get notebooks up-to-date --- gridplot.ipynb | 16 ++-- interactivity.ipynb | 20 +++-- lines.ipynb | 178 +++++++++++++++++++++++++++----------------- 3 files changed, 131 insertions(+), 83 deletions(-) diff --git a/gridplot.ipynb b/gridplot.ipynb index b6e89aa..bac8502 100644 --- a/gridplot.ipynb +++ b/gridplot.ipynb @@ -35,7 +35,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "01f8aa22c8c94c8a81eba580d256bb4b", + "model_id": "f5a8316268f04befad5210112f3661a2", "version_major": 2, "version_minor": 0 }, @@ -103,11 +103,11 @@ { "data": { "text/plain": [ - "unnamed: Subplot @ 0x7fac550680d0\n", - " parent: fastplotlib.GridPlot @ 0x7fac550a0d10\n", + "unnamed: Subplot @ 0x7fa35349b0d0\n", + " parent: fastplotlib.GridPlot @ 0x7fa35348da90\n", "\n", " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7fac3c169310" + "\t'rand-img': ImageGraphic @ 0x7fa35348de90" ] }, "execution_count": 3, @@ -140,7 +140,7 @@ { "data": { "text/plain": [ - "(,)" + "(,)" ] }, "execution_count": 4, @@ -204,11 +204,11 @@ { "data": { "text/plain": [ - "top-right-plot: Subplot @ 0x7fac3c092e50\n", - " parent: fastplotlib.GridPlot @ 0x7fac550a0d10\n", + "top-right-plot: Subplot @ 0x7fa3534dfc50\n", + " parent: fastplotlib.GridPlot @ 0x7fa35348da90\n", "\n", " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7fac04727310" + "\t'rand-img': ImageGraphic @ 0x7fa3347645d0" ] }, "execution_count": 7, diff --git a/interactivity.ipynb b/interactivity.ipynb index e0f0b1b..206ce0e 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -131,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -172,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 7, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] @@ -181,7 +181,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e46e5e356d3b4023a03315b2d7b66458", + "model_id": "3e7ad914e0ac4d85a31e12ae8d516380", "version_major": 2, "version_minor": 0 }, @@ -192,10 +192,18 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "467e387e8eba41ccb072b6d4be597909", + "model_id": "a1b65ffc33984038943e859aac5915d5", "version_major": 2, "version_minor": 0 }, @@ -234,7 +242,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 8, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -283,7 +291,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 9, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index 50dbe4b..edd8566 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": {}, "outputs": [], @@ -86,7 +86,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d5c72fb7208b4cd7bc2b00e754e65a70", + "model_id": "258cdb1af8194d46a2de546baf4d20c5", "version_major": 2, "version_minor": 0 }, @@ -181,21 +181,63 @@ { "cell_type": "code", "execution_count": 6, - "id": "94af10a4-5ed5-419a-b3d9-c409f7de5a23", + "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] }, "outputs": [], "source": [ "# indexing of colors\n", - "cosine_graphic.colors[:15] = \"magenta\"\n", - "cosine_graphic.colors[90:] = \"red\"\n", - "cosine_graphic.colors[60] = \"w\"\n", - "\n", + "cosine_graphic.colors[:15] = \"magenta\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cosine_graphic.colors[90:] = \"red\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cosine_graphic.colors[60] = \"w\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ "# indexing to assign colormaps to entire lines or segments\n", "sinc_graphic.cmap[10:50] = \"gray\"\n", - "sine_graphic.cmap = \"seismic\"\n", - "\n", + "sine_graphic.cmap = \"seismic\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ "# more complex indexing, set the blue value directly from an array\n", "cosine_graphic.colors[65:90, 0] = np.linspace(0, 1, 90-65)" ] @@ -236,9 +278,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "FeatureEvent @ 0x7f7db3de2ad0\n", + "FeatureEvent @ 0x7f820c410bd0\n", "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", @@ -271,7 +313,31 @@ { "cell_type": "code", "execution_count": 9, - "id": "fa7ecf35-bd91-4209-8d3f-d554977b5ff1", + "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cosine_graphic.data[10:50:5, :2] = sine[10:50:5]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "275db669-c683-4f0f-99d0-07eda64bbb40", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cosine_graphic.data[90:, 1] = 7" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, @@ -286,8 +352,6 @@ } ], "source": [ - "cosine_graphic.data[10:50:5, :2] = sine[10:50:5]\n", - "cosine_graphic.data[90:, 1] = 7\n", "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, @@ -357,32 +421,6 @@ "sinc_graphic.present = True" ] }, - { - "cell_type": "markdown", - "id": "98cf3630-9eff-4d77-a798-ad53bd6e52aa", - "metadata": {}, - "source": [ - "### You can set the z-positions of graphics to have them appear under other graphics" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "29db2967-b260-4bb9-a503-d9406294e31e", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "img = np.random.rand(20, 100)\n", - "\n", - "plot_l.add_image(img, name=\"image\", cmap=\"gray\")\n", - "\n", - "# z axix position -1 so it is below all the lines\n", - "plot_l[\"image\"].position_z = -1\n", - "plot_l[\"image\"].position_x = -50" - ] - }, { "cell_type": "code", "execution_count": 15, @@ -415,7 +453,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "04cfb9f0dcf2450ea46ddda837d50587", + "model_id": "5e426ee2e8ed48e0a8f387fd083da8eb", "version_major": 2, "version_minor": 0 }, @@ -530,7 +568,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 23, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -566,7 +604,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 24, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] @@ -575,7 +613,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f42e9011e33a44dab509830d294e0495", + "model_id": "1639eb46a87f4aabbcfec0a20c46cfcf", "version_major": 2, "version_minor": 0 }, @@ -608,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 25, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -629,7 +667,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 26, "id": "ca7e277f-8630-4691-96e9-44da495ca57e", "metadata": { "tags": [] @@ -638,7 +676,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ccbde8ee3c504de9aced0c3021124121", + "model_id": "33696c556ede43159b6ddc5ad3f80a8a", "version_major": 2, "version_minor": 0 }, @@ -665,7 +703,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 27, "id": "9792dea6-a5cd-4b11-abd3-0cf4c2b8661b", "metadata": { "tags": [] @@ -694,7 +732,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -711,7 +749,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 29, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] @@ -720,7 +758,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fe4fb92bdeab4eb3bc8744efea40b9b1", + "model_id": "4727f1446d5f47109acc70e91999a957", "version_major": 2, "version_minor": 0 }, @@ -746,7 +784,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 30, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -769,7 +807,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 31, "id": "f5ca2643-f1c2-4cf4-ab05-daac52261830", "metadata": { "tags": [] @@ -778,7 +816,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0b1b4be802384e489eaf4c7a37ef0a86", + "model_id": "8a4680bef6ef443dafc2e6a98515fce9", "version_major": 2, "version_minor": 0 }, @@ -829,7 +867,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 32, "id": "16ae2820-4808-4890-9ca1-3507fb0e0799", "metadata": { "tags": [] @@ -847,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 33, "id": "858477e5-4b7a-4e63-b711-72f01b3a4941", "metadata": { "tags": [] @@ -871,7 +909,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 34, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] @@ -880,7 +918,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "09099d4b37aa45bcbf8ff4208b914cdd", + "model_id": "9e2c898cb36a4abc83911795e50a8aa2", "version_major": 2, "version_minor": 0 }, @@ -890,14 +928,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] } ], "source": [ @@ -935,7 +965,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 35, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -956,14 +986,24 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 37, + "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", + "metadata": {}, + "outputs": [], + "source": [ + "temporal = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/temporal.npy')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b55410322ef945c78344b240a007c105", + "model_id": "d969e336e0a04c34b0aded539f845dde", "version_major": 2, "version_minor": 0 }, From 48364097b35adcd9cd010eeb28c630aab9435ac6 Mon Sep 17 00:00:00 2001 From: Kushal Kolar Date: Sat, 8 Jul 2023 00:06:44 -0400 Subject: [PATCH 08/31] Update README.md --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index afe2b29..ce2b9e5 100644 --- a/README.md +++ b/README.md @@ -19,7 +19,11 @@ In order to run the notebooks you will also need to have `imageio` and `zarr` in ### Install using pip ``` -pip install imageio zarr +# other packages specifically used for this demo +pip install "jupyterlab<4" imageio zarr + +# fastplotlib with notebook dependencies +pip install "fastplotlib[notebook]" ``` # General `fastplotlib` API From f3e7361f18e6fb382b1e39fd08f686e53495402d Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Sat, 8 Jul 2023 20:41:41 -0400 Subject: [PATCH 09/31] notebook updates, still need to add in behavior vids and upscale zebra data --- image.ipynb | 16 ++-- interactivity.ipynb | 59 +++++++------ lines.ipynb | 201 +++++++++++--------------------------------- 3 files changed, 89 insertions(+), 187 deletions(-) diff --git a/image.ipynb b/image.ipynb index f23b8f1..ea7696a 100644 --- a/image.ipynb +++ b/image.ipynb @@ -53,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "775411ec-15da-4231-a67f-9300265c6ac6", "metadata": { "tags": [] @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "c74ee3e0-572f-4619-b875-d313de81d7ef", "metadata": { "tags": [] @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -118,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -141,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] @@ -150,7 +150,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b9b121e080844e42ba2e348caeedade6", + "model_id": "01d8f6aa85b54afdb7291614a8753fe8", "version_major": 2, "version_minor": 0 }, @@ -296,7 +296,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -685,7 +685,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 4, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": {}, "outputs": [], diff --git a/interactivity.ipynb b/interactivity.ipynb index 206ce0e..6daab48 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 52, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 53, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 54, "id": "6017327f-b197-4d1a-a6d0-36d9712957b1", "metadata": { "tags": [] @@ -66,7 +66,7 @@ "(3000, 170, 170)" ] }, - "execution_count": 3, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 55, "id": "f0df4095-d3cb-42b0-8330-a54681ed4b7f", "metadata": { "tags": [] @@ -89,7 +89,7 @@ "(155, 3000)" ] }, - "execution_count": 4, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -100,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 56, "id": "0d236133-7a66-42a3-b493-c999368e9fac", "metadata": { "tags": [] @@ -112,7 +112,7 @@ "(155,)" ] }, - "execution_count": 5, + "execution_count": 56, "metadata": {}, "output_type": "execute_result" } @@ -131,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 57, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -172,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 58, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] @@ -181,7 +181,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3e7ad914e0ac4d85a31e12ae8d516380", + "model_id": "a1312f3caf774fa6a8e75b2295d36e58", "version_major": 2, "version_minor": 0 }, @@ -192,18 +192,10 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a1b65ffc33984038943e859aac5915d5", + "model_id": "037317799a344defa0b31c17e37e6c57", "version_major": 2, "version_minor": 0 }, @@ -220,7 +212,12 @@ "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", "\n", "# add contours to the plot within the widget\n", - "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(contours, colors=\"cyan\", name=\"contours\")\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " colors=\"red\", \n", + " thickness=1.1, \n", + " name=\"contours\"\n", + ")\n", "\n", "# temporal plot\n", "plot_temporal = fpl.Plot(size=(600,100))\n", @@ -232,6 +229,18 @@ " display(VBox([cnmf_iw.show(), plot_temporal.show()]))" ] }, + { + "cell_type": "code", + "execution_count": 59, + "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, { "cell_type": "markdown", "id": "a7318dbf-5578-4216-b8f9-e503cc687bff", @@ -242,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 60, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -256,7 +265,7 @@ " \"click\",\n", " target=contours_graphic,\n", " feature=\"colors\", \n", - " new_data=\"w\", \n", + " new_data=\"cyan\", \n", " callback=euclidean\n", ")\n", "\n", @@ -286,12 +295,12 @@ "contours_graphic[:].colors.add_event_handler(generate_temporal)\n", "\n", "# thickness of contour\n", - "contours_graphic.link(\"colors\", target=contours_graphic, feature=\"thickness\", new_data=3)" + "contours_graphic.link(\"colors\", target=contours_graphic, feature=\"thickness\", new_data=5)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 61, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index edd8566..1a8d0e7 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -797,119 +797,36 @@ }, { "cell_type": "markdown", - "id": "be5725e1-5f43-4c81-a35a-d86b658ed709", - "metadata": {}, - "source": [ - "## Linear Selector\n", - "\n", - "Creates a horizontal or vertical line slider. Can be synced to an `ipywidget IntSlider`. Like other `Graphic` types, it can be linked to events. " - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "f5ca2643-f1c2-4cf4-ab05-daac52261830", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8a4680bef6ef443dafc2e6a98515fce9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot = fpl.Plot()\n", - "\n", - "# data to plot\n", - "xs = np.linspace(0, 100, 1000)\n", - "sine = np.sin(xs) * 20\n", - "\n", - "# make sine along x axis\n", - "sine_graphic = plot.add_line(np.column_stack([xs, sine]).astype(np.float32))\n", - "\n", - "# make some selectors\n", - "selector = sine_graphic.add_linear_selector()\n", - "selector2 = sine_graphic.add_linear_selector(20)\n", - "selector3 = sine_graphic.add_linear_selector(40)\n", - "\n", - "# add ability to synchronize selectors\n", - "ss = Synchronizer(selector, selector2, selector3)\n", - "\n", - "plot.auto_scale()\n", - "\n", - "# fastplotlib LineSelector can make an ipywidget slider and return it :D \n", - "ipywidget_slider = selector.make_ipywidget_slider()\n", - "\n", - "sc = Sidecar(title=\"linear selectors\")\n", - "\n", - "with sc:\n", - " display(VBox([plot.show(), ipywidget_slider]))" - ] - }, - { - "cell_type": "markdown", - "id": "338d362b-521b-4abf-9148-cc0d8d2a55db", + "id": "52de9079-c7b2-470f-ad95-ee7cd3cbe15e", "metadata": {}, "source": [ - "### can add an event handler to a selector" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "16ae2820-4808-4890-9ca1-3507fb0e0799", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def set_color_at_index(ev):\n", - " # changes the color at the index where the slider is\n", - " ix = ev.pick_info[\"selected_index\"]\n", - " g = ev.pick_info[\"graphic\"].parent\n", - " g.colors[ix] = \"magenta\"\n", + "## Linear Region Selector\n", "\n", - "selector.selection.add_event_handler(set_color_at_index)" + "Creates a linear region bounded graphic which can be moved along either the x-axis or y-axis.\n", + "Allows sub-selecting data from a `Graphic` or from multiple `Graphic` objects." ] }, { "cell_type": "code", - "execution_count": 33, - "id": "858477e5-4b7a-4e63-b711-72f01b3a4941", + "execution_count": 12, + "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] }, "outputs": [], "source": [ - "plot.close()\n", - "sc.close()" - ] - }, - { - "cell_type": "markdown", - "id": "52de9079-c7b2-470f-ad95-ee7cd3cbe15e", - "metadata": {}, - "source": [ - "## Linear Region Selector\n", - "\n", - "Creates a linear region bounded graphic which can be moved along either the x-axis or y-axis.\n", - "Allows sub-selecting data from a `Graphic` or from multiple `Graphic` objects." + "def interpolate(subdata: np.ndarray, axis: int):\n", + " \"\"\"1D interpolation to display within the preallocated data array\"\"\"\n", + " x = np.arange(0, zoomed_prealloc)\n", + " xp = np.linspace(0, zoomed_prealloc, subdata.shape[0])\n", + " \n", + " # interpolate to preallocated size\n", + " return np.interp(x, xp, fp=subdata[:, axis]) # use the y-values" ] }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 13, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] @@ -918,7 +835,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9e2c898cb36a4abc83911795e50a8aa2", + "model_id": "100857e8cdb64616a87c9f2402b3342e", "version_major": 2, "version_minor": 0 }, @@ -932,31 +849,47 @@ ], "source": [ "# data to plot\n", - "xs = np.linspace(0, 250, 500)\n", + "xs = np.linspace(0, 100, 1_000)\n", "sine = np.sin(xs) * 20\n", "cosine = np.cos(xs) * 20\n", "\n", - "plot = fpl.Plot()\n", + "plot = fpl.GridPlot((5, 1))\n", + "\n", + "# preallocated size for zoomed data\n", + "zoomed_prealloc = 1_000\n", + "zoomed_init = np.column_stack([np.arange(zoomed_prealloc), np.random.rand(zoomed_prealloc)])\n", "\n", "# sines and cosines\n", - "sines = [sine] * 5\n", - "cosines = [cosine] * 5\n", + "sines = [sine] * 2\n", + "cosines = [cosine] * 2\n", "\n", "# make line stack\n", - "line_stack = plot.add_line_stack(sines + cosines, separation=50)\n", + "line_stack = plot[0, 0].add_line_stack(sines + cosines, separation=50)\n", "\n", "# make selector\n", - "stack_selector = line_stack.add_linear_region_selector()\n", + "selector = line_stack.add_linear_region_selector()\n", + "\n", + "# populate subplots with preallocated graphics\n", + "for i, subplot in enumerate(plot):\n", + " if i == 0:\n", + " # skip the first one\n", + " continue\n", + " # make line graphics for displaying zoomed data\n", + " subplot.add_line(zoomed_init, name=\"zoomed\")\n", "\n", - "def update_color(ev):\n", - " selected_indices = stack_selector.get_selected_indices()\n", + "\n", + "def update_zoomed_subplots(ev):\n", + " \"\"\"update the zoomed subplots\"\"\"\n", + " zoomed_data = selector.get_selected_data()\n", " \n", - " for i in range(len(selected_indices)):\n", - " line_stack.graphics[i].colors = \"w\"\n", - " line_stack.graphics[i].colors[selected_indices[i]] = \"magenta\"\n", + " for i in range(len(zoomed_data)):\n", + " data = interpolate(zoomed_data[i], axis=1)\n", + " plot[i + 1, 0][\"zoomed\"].data = data\n", + " plot[i + 1, 0].auto_scale()\n", "\n", - "stack_selector.selection.add_event_handler(update_color)\n", "\n", + "selector.selection.add_event_handler(update_zoomed_subplots)\n", + "plot.show()\n", "sc = Sidecar(title=\"linear region selector\")\n", "\n", "with sc: \n", @@ -965,7 +898,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 14, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -986,7 +919,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 15, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": {}, "outputs": [], @@ -996,14 +929,14 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 16, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d969e336e0a04c34b0aded539f845dde", + "model_id": "af0bf7df2b98477eb3cab96e40f15972", "version_major": 2, "version_minor": 0 }, @@ -1013,14 +946,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] } ], "source": [ @@ -1033,44 +958,12 @@ "# add temporal traces as line stack\n", "temporal_stack = plot[0,1].add_line_stack(temporal, colors=\"magenta\")\n", "\n", - "# add linear selector to heatmap\n", - "selector = heatmap.add_linear_region_selector()\n", - "\n", "sc = Sidecar(title=\"heatmap interactive\")\n", "\n", "with sc:\n", " display(plot.show())" ] }, - { - "cell_type": "markdown", - "id": "50c5c9bf-7881-4f19-bcdc-ab30cc96e7c7", - "metadata": {}, - "source": [ - "### plot interaction using event handlers" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "273a2d45-0423-470d-9192-8b14b3d08d3a", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# define event handler\n", - "def color_change(ev):\n", - " selected_indices = ev.pick_info[\"selected_indices\"]\n", - " \n", - " for i in range(len(temporal_stack.graphics)):\n", - " temporal_stack.graphics[i].colors = \"magenta\"\n", - " temporal_stack.graphics[i].colors[selected_indices] = \"white\"\n", - "\n", - "# add event handler\n", - "selector.selection.add_event_handler(color_change)" - ] - }, { "cell_type": "code", "execution_count": 41, From fcfb280dc590fcac141a41d7ddafd7af6134cbd7 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Sat, 8 Jul 2023 21:48:29 -0400 Subject: [PATCH 10/31] notebooks up-to-date --- gridplot.ipynb | 16 ++--- image.ipynb | 84 +++++++++++++----------- interactivity.ipynb | 38 ++++++----- lines.ipynb | 152 ++++++++++++++------------------------------ 4 files changed, 124 insertions(+), 166 deletions(-) diff --git a/gridplot.ipynb b/gridplot.ipynb index bac8502..1584215 100644 --- a/gridplot.ipynb +++ b/gridplot.ipynb @@ -35,7 +35,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f5a8316268f04befad5210112f3661a2", + "model_id": "d91eb6c3eb7a4a4b9cfc1a20ddb2237b", "version_major": 2, "version_minor": 0 }, @@ -103,11 +103,11 @@ { "data": { "text/plain": [ - "unnamed: Subplot @ 0x7fa35349b0d0\n", - " parent: fastplotlib.GridPlot @ 0x7fa35348da90\n", + "unnamed: Subplot @ 0x7f684a3c8110\n", + " parent: fastplotlib.GridPlot @ 0x7f684a483890\n", "\n", " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7fa35348de90" + "\t'rand-img': ImageGraphic @ 0x7f684a483cd0" ] }, "execution_count": 3, @@ -140,7 +140,7 @@ { "data": { "text/plain": [ - "(,)" + "(,)" ] }, "execution_count": 4, @@ -204,11 +204,11 @@ { "data": { "text/plain": [ - "top-right-plot: Subplot @ 0x7fa3534dfc50\n", - " parent: fastplotlib.GridPlot @ 0x7fa35348da90\n", + "top-right-plot: Subplot @ 0x7f6844705c10\n", + " parent: fastplotlib.GridPlot @ 0x7f684a483890\n", "\n", " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7fa3347645d0" + "\t'rand-img': ImageGraphic @ 0x7f67f43da110" ] }, "execution_count": 7, diff --git a/image.ipynb b/image.ipynb index ea7696a..56ed42e 100644 --- a/image.ipynb +++ b/image.ipynb @@ -150,7 +150,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "01d8f6aa85b54afdb7291614a8753fe8", + "model_id": "b4cc308684ad4a64b89beb8a941ced2c", "version_major": 2, "version_minor": 0 }, @@ -206,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 6, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -230,7 +230,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 7, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -251,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 8, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -271,7 +271,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 9, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -284,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -296,7 +296,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 11, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -330,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 12, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] @@ -339,7 +339,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6711e695a979431b83aa8294ac2c1163", + "model_id": "edcdb3591dc84163806cfa1102c55baa", "version_major": 2, "version_minor": 0 }, @@ -349,6 +349,14 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] } ], "source": [ @@ -392,7 +400,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 13, "id": "86e70b1e-4328-4035-b992-70dff16d2a69", "metadata": { "tags": [] @@ -401,7 +409,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a7258bdd88f4403880034425bd2532ba", + "model_id": "3c699da92ac849698e55b39297fe69cd", "version_major": 2, "version_minor": 0 }, @@ -415,7 +423,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "309a152b85884ad6b7622ced2db62746", + "model_id": "4e021198e63f4789a52241b7e50dd4c8", "version_major": 2, "version_minor": 0 }, @@ -423,7 +431,7 @@ "VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layout(width='auto'…" ] }, - "execution_count": 25, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -456,7 +464,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 14, "id": "bd073e07-5721-4957-8a16-0767b9d64d25", "metadata": { "tags": [] @@ -476,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 15, "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", "metadata": { "tags": [] @@ -485,15 +493,15 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5db8ae11459e49d5bc97898784a5bf7e", + "model_id": "3071194c2da647e7824591e60e854de0", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 897, 'timestamp': 1688758775.4827225,…" + "VBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 2033, 'timestamp': 1688864563.950481,…" ] }, - "execution_count": 27, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -504,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 16, "id": "11839d95-8ff7-444c-ae13-6b072c3112c5", "metadata": { "tags": [] @@ -513,15 +521,15 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "74f82ca81f134b0f9a7071c3a43659fe", + "model_id": "3638a84401334d4d979fde8981c0af36", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "HBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 1000, 'timestamp': 1688758784.035488,…" + "HBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 2174, 'timestamp': 1688864581.1756606…" ] }, - "execution_count": 28, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -532,7 +540,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 17, "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", "metadata": { "tags": [] @@ -564,7 +572,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 31, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -577,7 +585,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 32, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] @@ -586,7 +594,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3fdc5bdd21194da0808e4742f7895609", + "model_id": "f5e9adf7e12c4a9797deeacd444f32ec", "version_major": 2, "version_minor": 0 }, @@ -600,7 +608,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "540ce3502bc5435f9a067fa2a3dd7a43", + "model_id": "ae62c6c22d0a43ddbd416d02842efec6", "version_major": 2, "version_minor": 0 }, @@ -608,7 +616,7 @@ "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" ] }, - "execution_count": 33, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -645,7 +653,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 20, "id": "7f32b582-b01d-41ab-bcfb-88ddcf1fd3be", "metadata": { "tags": [] @@ -665,7 +673,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 21, "id": "070ba640-5c5d-4a11-9c42-944f1c15bdf8", "metadata": { "tags": [] @@ -685,7 +693,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 22, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": {}, "outputs": [], @@ -696,7 +704,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 23, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] @@ -708,7 +716,7 @@ "(1309, 30, 512, 512)" ] }, - "execution_count": 11, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -719,7 +727,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 24, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] @@ -728,7 +736,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8dc88234c89d4e54af6d780dfa7d899a", + "model_id": "6219385fa2694600acc262a70503ae94", "version_major": 2, "version_minor": 0 }, @@ -752,7 +760,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 25, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -777,7 +785,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 26, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -790,7 +798,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 27, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] diff --git a/interactivity.ipynb b/interactivity.ipynb index 6daab48..cd09adc 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 1, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 2, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 3, "id": "6017327f-b197-4d1a-a6d0-36d9712957b1", "metadata": { "tags": [] @@ -66,7 +66,7 @@ "(3000, 170, 170)" ] }, - "execution_count": 54, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 4, "id": "f0df4095-d3cb-42b0-8330-a54681ed4b7f", "metadata": { "tags": [] @@ -89,7 +89,7 @@ "(155, 3000)" ] }, - "execution_count": 55, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -100,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 5, "id": "0d236133-7a66-42a3-b493-c999368e9fac", "metadata": { "tags": [] @@ -112,7 +112,7 @@ "(155,)" ] }, - "execution_count": 56, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -131,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 6, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -172,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 7, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] @@ -181,7 +181,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a1312f3caf774fa6a8e75b2295d36e58", + "model_id": "d9bb1f951a344fcf978dd5ac57caf447", "version_major": 2, "version_minor": 0 }, @@ -192,10 +192,18 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "037317799a344defa0b31c17e37e6c57", + "model_id": "b79a1a99c02a41808bb1df14d383d515", "version_major": 2, "version_minor": 0 }, @@ -231,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 8, "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", "metadata": { "tags": [] @@ -251,7 +259,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 9, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -300,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 10, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index 1a8d0e7..e901479 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -86,7 +86,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "258cdb1af8194d46a2de546baf4d20c5", + "model_id": "87f1894b80d64f689ebb972e780ae450", "version_major": 2, "version_minor": 0 }, @@ -193,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -205,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -217,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -231,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -252,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -268,7 +268,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] @@ -278,9 +278,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "FeatureEvent @ 0x7f820c410bd0\n", + "FeatureEvent @ 0x7ff8f010e4d0\n", "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", @@ -312,7 +312,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] @@ -324,7 +324,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] @@ -336,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 15, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] @@ -355,75 +355,9 @@ "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, - { - "cell_type": "markdown", - "id": "bfbc8c70-1173-4143-8638-78716b9a86c7", - "metadata": {}, - "source": [ - "### Toggle the presence of a graphic within the scene" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "8617b111-9d09-4bee-a875-79771c2e38d3", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sinc_graphic.present = False" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "d2486714-9cba-4ab9-bf17-9c0c52587c1c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sinc_graphic.present = True" - ] - }, - { - "cell_type": "markdown", - "id": "c398cdad-acae-4fb8-a254-44debaaacdef", - "metadata": {}, - "source": [ - "### You can create callbacks to this too, for example to re-scale the plot w.r.t. graphics that are present in the scene\n" - ] - }, { "cell_type": "code", - "execution_count": 12, - "id": "d03b1b6e-c7d3-40d3-97ab-a855c821e277", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sinc_graphic.present.add_event_handler(plot_l.auto_scale)\n", - "\n", - "sinc_graphic.present = False" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "36a4e681-6a21-4dc4-a3b5-9f454095bce7", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sinc_graphic.present = True" - ] - }, - { - "cell_type": "code", - "execution_count": 15, + "execution_count": 20, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -444,7 +378,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 21, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] @@ -453,7 +387,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5e426ee2e8ed48e0a8f387fd083da8eb", + "model_id": "59bd7eeb9daa44efbafe7f2b57382d18", "version_major": 2, "version_minor": 0 }, @@ -478,7 +412,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 22, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -490,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 23, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -502,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 24, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -514,7 +448,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 25, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -526,7 +460,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 26, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -539,7 +473,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 27, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -568,7 +502,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 28, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -604,7 +538,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 29, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] @@ -613,7 +547,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1639eb46a87f4aabbcfec0a20c46cfcf", + "model_id": "715e17709fcb4a20aab8dd3d2da8087b", "version_major": 2, "version_minor": 0 }, @@ -646,7 +580,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 30, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -667,7 +601,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 31, "id": "ca7e277f-8630-4691-96e9-44da495ca57e", "metadata": { "tags": [] @@ -676,7 +610,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "33696c556ede43159b6ddc5ad3f80a8a", + "model_id": "8c092e67f2fd46e786f655b714a9c9a1", "version_major": 2, "version_minor": 0 }, @@ -703,7 +637,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 32, "id": "9792dea6-a5cd-4b11-abd3-0cf4c2b8661b", "metadata": { "tags": [] @@ -732,7 +666,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 33, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -749,7 +683,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 34, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] @@ -758,7 +692,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4727f1446d5f47109acc70e91999a957", + "model_id": "04ad50bf5c824c2ab2594818e42ce325", "version_major": 2, "version_minor": 0 }, @@ -784,7 +718,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 35, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -808,7 +742,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 36, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -826,7 +760,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 37, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] @@ -835,7 +769,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "100857e8cdb64616a87c9f2402b3342e", + "model_id": "ab65d549bcdc4d1aa86f9014691766d4", "version_major": 2, "version_minor": 0 }, @@ -898,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 38, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -919,7 +853,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 39, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": {}, "outputs": [], @@ -929,14 +863,14 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 40, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "af0bf7df2b98477eb3cab96e40f15972", + "model_id": "8d9c5c78914e40bfb024dba5a85ad28a", "version_major": 2, "version_minor": 0 }, @@ -976,6 +910,14 @@ "plot.close()\n", "sc.close()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4c5576db-ae44-405d-b37a-968b3986630c", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From df9ed256da6dc61887d73ae8a8cf5be2753ee109 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Tue, 11 Jul 2023 13:40:24 -0400 Subject: [PATCH 11/31] add eval metrics to data --- data/SNR_comps.npy | 3 +++ data/bad_ixs.npy | 3 +++ data/cnn_preds.npy | 3 +++ data/good_ixs.npy | 3 +++ data/r_vals.npy | 3 +++ 5 files changed, 15 insertions(+) create mode 100644 data/SNR_comps.npy create mode 100644 data/bad_ixs.npy create mode 100644 data/cnn_preds.npy create mode 100644 data/good_ixs.npy create mode 100644 data/r_vals.npy diff --git a/data/SNR_comps.npy b/data/SNR_comps.npy new file mode 100644 index 0000000..4d6333c --- /dev/null +++ b/data/SNR_comps.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa2bf6040f62e7da48920b8e87d8f51005c9e8290394363c501a284fa27bec19 +size 1368 diff --git a/data/bad_ixs.npy b/data/bad_ixs.npy new file mode 100644 index 0000000..b8993bb --- /dev/null +++ b/data/bad_ixs.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3905aeb9ad887679d31f3ae50bddb270000020881cdc91dba7f8a8a2cfb2e4a1 +size 800 diff --git a/data/cnn_preds.npy b/data/cnn_preds.npy new file mode 100644 index 0000000..c610c61 --- /dev/null +++ b/data/cnn_preds.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3058daa10c608431e533739cefa114a846752fe19ed278f8aab1691b2dcf1b61 +size 748 diff --git a/data/good_ixs.npy b/data/good_ixs.npy new file mode 100644 index 0000000..c85728e --- /dev/null +++ b/data/good_ixs.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aaa77c7d838087aa231eb0b8501bd967694ca06be90ba67987dafbd5c6fd3ed7 +size 696 diff --git a/data/r_vals.npy b/data/r_vals.npy new file mode 100644 index 0000000..09f5e97 --- /dev/null +++ b/data/r_vals.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e58db2c563b0377186e47f1b93c68df1bd27de0f00a6175e0e3b52b14d252bb1 +size 1368 From cfe2d88c72c4e59d6d855e14900a7ef01fff037d Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Tue, 11 Jul 2023 14:11:49 -0400 Subject: [PATCH 12/31] add neuro example for line collection cmapping --- lines.ipynb | 303 +++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 299 insertions(+), 4 deletions(-) diff --git a/lines.ipynb b/lines.ipynb index e901479..56fa882 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": {}, "outputs": [], @@ -563,7 +563,7 @@ "plot = fpl.Plot()\n", "\n", "# highest values, lowest values, mid-high values, mid values\n", - "cmap_values = cmap_values = [\n", + "cmap_values = [\n", " 0, 1, 1, 2,\n", " 0, 0, 1, 1,\n", " 2, 2, 3, 3,\n", @@ -648,6 +648,289 @@ "sc.close()" ] }, + { + "cell_type": "markdown", + "id": "54374981-9a79-4887-a297-8a5012ebb4b7", + "metadata": {}, + "source": [ + "## neuro data example" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# load in movie \n", + "movie = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/rcm.npy')\n", + "\n", + "# load in identified nuerons\n", + "contours = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/contours.npy', allow_pickle=True)" + ] + }, + { + "cell_type": "markdown", + "id": "606c769a-9c63-4c3f-ace7-a5f4721b5ee5", + "metadata": {}, + "source": [ + "### labeling good and bad components" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "6a9005e6-2c6b-4561-8890-0a576273e609", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# indices of good components\n", + "good_ixs = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/good_ixs.npy')" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "7c8eaeac-3f4a-45aa-8a85-ad319c25143d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# initialize colors and set good components as green\n", + "colors = np.tile([255, 0, 0, 1], 155).reshape(155, 4)\n", + "colors[good_ixs] = [0, 255, 0, 1]" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "8990b15d33c440c786e26fbd356002d2", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n", + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", + " warn(f\"converting {array.dtype} array to int32\")\n" + ] + } + ], + "source": [ + "# for the image data and contours\n", + "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", + "\n", + "# add contours to the plot within the widget\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " colors=colors, \n", + " thickness=1.1, \n", + " name=\"contours\"\n", + ")\n", + "\n", + "# stack the plots and show them in sidecar\n", + "sc = Sidecar(title=\"good/bad comps\")\n", + "\n", + "with sc:\n", + " display(cnmf_iw.show())" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "60ec0022-857e-46e7-abd3-17bf852bd6e6", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.gridplot.close()\n", + "sc.close()" + ] + }, + { + "cell_type": "markdown", + "id": "7a254ed4-370c-4b5a-8c55-8b9603af7816", + "metadata": {}, + "source": [ + "### mapping eval metrics to cmap" + ] + }, + { + "cell_type": "markdown", + "id": "2516bb91-04f3-4c65-ba17-7f1cc1c7188f", + "metadata": {}, + "source": [ + "#### cnn thresholds" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# load in CNN predictions\n", + "cnn_preds = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/cnn_preds.npy')" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "8f532d3f-aed5-4dd5-b433-0a76f429022a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "952f12e9654a4e968ab42a80e0e32e9f", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# for the image data and contours\n", + "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", + "\n", + "# add contours to the plot within the widget\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " cmap_values=cnn_preds,\n", + " cmap=\"Wistia\",\n", + " thickness=1.1, \n", + " name=\"contours\"\n", + ")\n", + "\n", + "# stack the plots and show them in sidecar\n", + "sc = Sidecar(title=\"eval metrics\")\n", + "\n", + "with sc:\n", + " display(cnmf_iw.show())" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "bc7672ba-237f-46b7-9374-538babe1fdbd", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, + { + "cell_type": "markdown", + "id": "f60c6fb2-1d73-4d8b-ac5d-3d37a216d071", + "metadata": {}, + "source": [ + "#### r_values" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "be53bd85-9d4a-415c-b70b-c38160472aa0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# load in r_vals\n", + "r_vals = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/r_vals.npy')\n", + "\n", + "# remap cmap values and cmap\n", + "contours_graphic.cmap_values = r_vals\n", + "contours_graphic.cmap = \"cool\"" + ] + }, + { + "cell_type": "markdown", + "id": "90e7e79a-2879-454a-9293-e8abda55808e", + "metadata": {}, + "source": [ + "#### SNR comps" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "3dbd7a7e-da52-4c95-a66e-020feb447080", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# load in SNR comps\n", + "snr_comps = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/SNR_comps.npy')\n", + "\n", + "# remap cmap values and cmap\n", + "contours_graphic.cmap_values = snr_comps\n", + "contours_graphic.cmap = \"spring\"" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.gridplot.close()\n", + "sc.close()" + ] + }, { "cell_type": "markdown", "id": "a1a34cfd-3746-489e-aeff-7373d538ab8b", @@ -718,12 +1001,24 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 33, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'plot' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[33], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplot\u001b[49m\u001b[38;5;241m.\u001b[39mclose()\n\u001b[1;32m 2\u001b[0m sc\u001b[38;5;241m.\u001b[39mclose()\n", + "\u001b[0;31mNameError\u001b[0m: name 'plot' is not defined" + ] + } + ], "source": [ "plot.close()\n", "sc.close()" From 4fa3cc2d91a85e591c2bb9a2d629722f044d89e9 Mon Sep 17 00:00:00 2001 From: kushalkolar Date: Tue, 11 Jul 2023 23:02:47 -0400 Subject: [PATCH 13/31] update demos --- README.md | 2 +- gridplot.ipynb | 131 ++-------- image.ipynb | 299 ++++------------------- interactivity.ipynb | 99 ++------ lines.ipynb | 576 ++++++++++++++++++-------------------------- 5 files changed, 327 insertions(+), 780 deletions(-) diff --git a/README.md b/README.md index ce2b9e5..a968042 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ In order to run the notebooks you will also need to have `imageio` and `zarr` in ### Install using pip ``` # other packages specifically used for this demo -pip install "jupyterlab<4" imageio zarr +pip install "jupyterlab<4" imageio zarr sidecar # fastplotlib with notebook dependencies pip install "fastplotlib[notebook]" diff --git a/gridplot.ipynb b/gridplot.ipynb index 1584215..5920ad2 100644 --- a/gridplot.ipynb +++ b/gridplot.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "66eaaf8e-3324-4e77-9cc4-f52682c7caea", "metadata": { "tags": [] @@ -26,35 +26,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "e481359b-6b49-40c5-86dd-b1c177314cd6", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d91eb6c3eb7a4a4b9cfc1a20ddb2237b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], + "outputs": [], "source": [ "# GridPlot of shape 2 x 3 with all controllers synced\n", "grid_plot = fpl.GridPlot(shape=(2, 3), controllers=\"sync\")\n", @@ -94,27 +71,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "ed86a89d-0cb9-44e6-97ac-56499c9a0a2e", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "unnamed: Subplot @ 0x7f684a3c8110\n", - " parent: fastplotlib.GridPlot @ 0x7f684a483890\n", - "\n", - " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7f684a483cd0" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# positional indexing\n", "# row 0 and col 0\n", @@ -131,23 +93,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "bf671e47-70b7-428b-bfca-55123e99344d", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "grid_plot[0, 1].graphics" ] @@ -162,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "2b9f4996-9321-488c-aa7d-99129a8a0dd0", "metadata": { "tags": [] @@ -182,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "fb186973-1ce2-4361-bb97-0f50342f9861", "metadata": { "tags": [] @@ -190,82 +141,45 @@ "outputs": [], "source": [ "# you can give subplots human-readable string names\n", - "grid_plot[0, 2].name = \"top-right-plot\"" + "grid_plot[0, 2].name = \"top-right\"" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "403d2d0a-7cbf-4e43-a75a-dfff98d40cf2", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "top-right-plot: Subplot @ 0x7f6844705c10\n", - " parent: fastplotlib.GridPlot @ 0x7f684a483890\n", - "\n", - " Graphics:\n", - "\t'rand-img': ImageGraphic @ 0x7f67f43da110" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "grid_plot[\"top-right-plot\"]" + "grid_plot[\"top-right\"]" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "4f296891-a8b4-47d1-8d17-7554c36b00ed", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0, 2)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# view its position\n", - "grid_plot[\"top-right-plot\"].position" + "grid_plot[\"top-right\"].position" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "85f06940-3eec-49e9-97a0-00054ad27d8a", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# these are really the same\n", - "grid_plot[\"top-right-plot\"] is grid_plot[0, 2]" + "grid_plot[\"top-right\"] is grid_plot[0, 2]" ] }, { @@ -278,25 +192,26 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "75ecdd19-bd9a-4d93-bb18-a6216e3fde1b", "metadata": { "tags": [] }, "outputs": [], "source": [ - "grid_plot[\"top-right-plot\"][\"rand-img\"].cmap.vmin = 0.5" + "grid_plot[\"top-right\"][\"rand-img\"].cmap.vmin = 0.5" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "4f5f7fab-d7f2-4b6b-8f2d-c0745f9193cb", "metadata": { "tags": [] }, "outputs": [], "source": [ + "grid_plot.close()\n", "sc.close()" ] }, diff --git a/image.ipynb b/image.ipynb index 56ed42e..0d68190 100644 --- a/image.ipynb +++ b/image.ipynb @@ -53,72 +53,31 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "775411ec-15da-4231-a67f-9300265c6ac6", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: imageio in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (2.28.1)\n", - "Requirement already satisfied: numpy in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (from imageio) (1.23.5)\n", - "Requirement already satisfied: pillow>=8.3.2 in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (from imageio) (9.5.0)\n" - ] - } - ], + "outputs": [], "source": [ "!pip install imageio" ] }, - { - "cell_type": "markdown", - "id": "f6dc8a89-f6c3-4e22-84c5-7e615b452a1e", - "metadata": {}, - "source": [ - "**An example video used later required the use of tiffile to load it into memory, but tiffile is not required to use fastplotlib**" - ] - }, { "cell_type": "code", - "execution_count": 2, - "id": "c74ee3e0-572f-4619-b875-d313de81d7ef", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: tiffile in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (2018.10.18)\n", - "Requirement already satisfied: tifffile in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (from tiffile) (2023.4.12)\n", - "Requirement already satisfied: numpy in /home/clewis7/venvs/mescore/lib/python3.11/site-packages (from tifffile->tiffile) (1.23.5)\n" - ] - } - ], - "source": [ - "!pip install tiffile" - ] - }, - { - "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] }, "outputs": [], "source": [ - "import imageio.v3 as iio\n", - "import tifffile" + "import imageio.v3 as iio" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -141,27 +100,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b4cc308684ad4a64b89beb8a941ced2c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# create a `Plot` instance\n", "plot = fpl.Plot()\n", @@ -206,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -230,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -251,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -271,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -284,7 +228,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -296,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -330,35 +274,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "edcdb3591dc84163806cfa1102c55baa", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], + "outputs": [], "source": [ "# create another `Plot` instance\n", "plot_v = fpl.Plot()\n", @@ -400,42 +321,12 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "86e70b1e-4328-4035-b992-70dff16d2a69", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3c699da92ac849698e55b39297fe69cd", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "4e021198e63f4789a52241b7e50dd4c8", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layout(width='auto'…" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "plot_sync = fpl.Plot(controller=plot_v.controller)\n", "\n", @@ -464,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "bd073e07-5721-4957-8a16-0767b9d64d25", "metadata": { "tags": [] @@ -484,63 +375,19 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3071194c2da647e7824591e60e854de0", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 2033, 'timestamp': 1688864563.950481,…" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "VBox([plot_v.show(), plot_sync.show()])" ] }, { "cell_type": "code", - "execution_count": 16, - "id": "11839d95-8ff7-444c-ae13-6b072c3112c5", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3638a84401334d4d979fde8981c0af36", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "HBox(children=(VBox(children=(JupyterWgpuCanvas(frame_feedback={'index': 2174, 'timestamp': 1688864581.1756606…" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "HBox([plot_v.show(), plot_sync.show()])" - ] - }, - { - "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", "metadata": { "tags": [] @@ -572,7 +419,19 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, + "id": "98e7d66c-fc02-42dd-8931-a4f116d8ee8c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "!pip install \"imageio[pyav]\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -585,42 +444,12 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f5e9adf7e12c4a9797deeacd444f32ec", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ae62c6c22d0a43ddbd416d02842efec6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "plot_movie = fpl.Plot()\n", "\n", @@ -653,7 +482,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "7f32b582-b01d-41ab-bcfb-88ddcf1fd3be", "metadata": { "tags": [] @@ -673,27 +502,19 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "070ba640-5c5d-4a11-9c42-944f1c15bdf8", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-rw-r--r-- 1 clewis7 9.6G Oct 5 2020 \u001b[0m\u001b[01;35m'/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff'\u001b[0m\u001b[K\n" - ] - } - ], + "outputs": [], "source": [ "ll -h '/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff'" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": {}, "outputs": [], @@ -704,50 +525,24 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1309, 30, 512, 512)" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "movie.shape" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6219385fa2694600acc262a70503ae94", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "iw = fpl.ImageWidget(\n", " data=movie,\n", @@ -760,7 +555,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -785,7 +580,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -798,7 +593,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] diff --git a/interactivity.ipynb b/interactivity.ipynb index cd09adc..8886e0b 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -54,69 +54,36 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "6017327f-b197-4d1a-a6d0-36d9712957b1", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(3000, 170, 170)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "movie.shape" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "f0df4095-d3cb-42b0-8330-a54681ed4b7f", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(155, 3000)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "temporal.shape" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "0d236133-7a66-42a3-b493-c999368e9fac", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(155,)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "contours.shape" ] @@ -131,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -172,49 +139,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d9bb1f951a344fcf978dd5ac57caf447", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b79a1a99c02a41808bb1df14d383d515", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", @@ -239,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", "metadata": { "tags": [] @@ -259,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -282,6 +212,7 @@ " ix = ev.pick_info[\"selected_index\"]\n", " cnmf_iw.sliders[\"t\"].value = ix\n", "\n", + "\n", "# callback function to display correct temporal trace\n", "def generate_temporal(ev):\n", " # clear the plot \n", @@ -308,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index 56fa882..312d4d0 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,9 +20,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "import fastplotlib as fpl\n", @@ -44,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "9bf0017a-e319-4f4c-8bf8-91cff3755099", "metadata": { "tags": [] @@ -77,35 +79,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "87f1894b80d64f689ebb972e780ae450", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], + "outputs": [], "source": [ "# Create a plot instance\n", "plot_l = fpl.Plot()\n", @@ -140,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "ccda4b46-147e-41d5-a9b2-4e36c307ca16", "metadata": { "tags": [] @@ -160,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "3d330edd-8455-4897-b1a5-9d1a344f108b", "metadata": { "tags": [] @@ -180,7 +159,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -193,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -205,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -217,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -231,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -252,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -268,34 +247,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FeatureEvent @ 0x7ff8f010e4d0\n", - "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.]], dtype=float32)}\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "# more complex indexing of colors\n", "# from point 15 - 30, set every 3rd point as \"cyan\"\n", @@ -307,12 +264,12 @@ "id": "d67fcec7-ca2c-4403-9b79-23fefeb8c0d1", "metadata": {}, "source": [ - "### Graphic data is itself also indexable" + "### Graphic data is also indexable" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] @@ -324,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] @@ -336,28 +293,19 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", - " warn(f\"converting {array.dtype} array to int32\")\n" - ] - } - ], + "outputs": [], "source": [ "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -373,32 +321,17 @@ "id": "d9db0e4b-c747-4e0f-b2e8-1bee48d03f02", "metadata": {}, "source": [ - "### Can also have fancy indexing of colormaps" + "### colormaps" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "59bd7eeb9daa44efbafe7f2b57382d18", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot()\n", "\n", @@ -412,7 +345,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -424,7 +357,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -436,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -448,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -458,9 +391,19 @@ "plot[\"sine\"].cmap = \"viridis\"" ] }, + { + "cell_type": "markdown", + "id": "66de4d43-11e6-4662-be23-57b8e400ab75", + "metadata": { + "tags": [] + }, + "source": [ + "Qualitative data" + ] + }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -471,9 +414,29 @@ "plot[\"sine\"].cmap.values = cmap_values" ] }, + { + "cell_type": "markdown", + "id": "b2924933-e217-4f57-8617-52032d807489", + "metadata": {}, + "source": [ + "Qualitative cmap" + ] + }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, + "id": "53c12b6b-485e-4623-a111-46127206223b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot[\"sine\"].cmap = \"tab10\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -502,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -533,32 +496,19 @@ "id": "fbed2426-5d27-4f8b-91bd-5a0fe514a0ed", "metadata": {}, "source": [ - "### set cmap values as LUT" + "### Qualitative cmap\n", + "\n", + "Useful for clustering or classification" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "715e17709fcb4a20aab8dd3d2da8087b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot()\n", "\n", @@ -580,7 +530,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -596,32 +546,17 @@ "id": "c55c8340-7e85-46cb-aedc-8112138c1b75", "metadata": {}, "source": [ - "### can also set colors" + "### Set colors directly" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "ca7e277f-8630-4691-96e9-44da495ca57e", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8c092e67f2fd46e786f655b714a9c9a1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot()\n", "\n", @@ -637,7 +572,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "9792dea6-a5cd-4b11-abd3-0cf4c2b8661b", "metadata": { "tags": [] @@ -658,7 +593,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -672,116 +607,100 @@ "contours = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/contours.npy', allow_pickle=True)" ] }, - { - "cell_type": "markdown", - "id": "606c769a-9c63-4c3f-ace7-a5f4721b5ee5", - "metadata": {}, - "source": [ - "### labeling good and bad components" - ] - }, { "cell_type": "code", - "execution_count": 50, - "id": "6a9005e6-2c6b-4561-8890-0a576273e609", + "execution_count": null, + "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] }, "outputs": [], "source": [ - "# indices of good components\n", - "good_ixs = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/good_ixs.npy')" + "# for the image data and contours\n", + "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gray\")\n", + "\n", + "# stack the plots and show them in sidecar\n", + "sc = Sidecar(title=\"good/bad comps\")\n", + "\n", + "with sc:\n", + " display(cnmf_iw.show())" ] }, { "cell_type": "code", - "execution_count": 51, - "id": "7c8eaeac-3f4a-45aa-8a85-ad319c25143d", + "execution_count": null, + "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] }, "outputs": [], "source": [ - "# initialize colors and set good components as green\n", - "colors = np.tile([255, 0, 0, 1], 155).reshape(155, 4)\n", - "colors[good_ixs] = [0, 255, 0, 1]" + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, + { + "cell_type": "markdown", + "id": "3189906a-d7e7-40b5-8bb5-a438ca7ecb0a", + "metadata": {}, + "source": [ + "### Colors based on classifier output" ] }, { "cell_type": "code", - "execution_count": 52, - "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", + "execution_count": null, + "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8990b15d33c440c786e26fbd356002d2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n", - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", - " warn(f\"converting {array.dtype} array to int32\")\n" - ] - } - ], + "outputs": [], "source": [ - "# for the image data and contours\n", - "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", - "\n", - "# add contours to the plot within the widget\n", - "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", - " contours, \n", - " colors=colors, \n", - " thickness=1.1, \n", - " name=\"contours\"\n", - ")\n", - "\n", - "# stack the plots and show them in sidecar\n", - "sc = Sidecar(title=\"good/bad comps\")\n", - "\n", - "with sc:\n", - " display(cnmf_iw.show())" + "# indices of accepted_ixs components\n", + "accepted_ixs = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/good_ixs.npy')" ] }, { "cell_type": "code", - "execution_count": 53, - "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", + "execution_count": null, + "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] }, "outputs": [], "source": [ - "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + "classifier = np.zeros(len(contours), dtype=int)\n", + "classifier[accepted_ixs] = 1\n", + "\n", + "classifier" ] }, { "cell_type": "code", - "execution_count": 54, - "id": "60ec0022-857e-46e7-abd3-17bf852bd6e6", + "execution_count": null, + "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] }, "outputs": [], "source": [ - "cnmf_iw.gridplot.close()\n", - "sc.close()" + "# add contours to the plot within the widget\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " cmap=\"Set1\",\n", + " cmap_values=classifier,\n", + " thickness=3, \n", + " name=\"contours\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "9ee60d93-8be8-4cf3-8b4c-75e521379d4e", + "metadata": {}, + "source": [ + "**Red: class 0 - rejected**\n", + "\n", + "**Blue: class 1 - accepted**" ] }, { @@ -789,7 +708,7 @@ "id": "7a254ed4-370c-4b5a-8c55-8b9603af7816", "metadata": {}, "source": [ - "### mapping eval metrics to cmap" + "### cmaps for quantitative metrics " ] }, { @@ -797,12 +716,12 @@ "id": "2516bb91-04f3-4c65-ba17-7f1cc1c7188f", "metadata": {}, "source": [ - "#### cnn thresholds" + "#### CNN classifier output" ] }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -815,57 +734,39 @@ }, { "cell_type": "code", - "execution_count": 56, - "id": "8f532d3f-aed5-4dd5-b433-0a76f429022a", + "execution_count": null, + "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "952f12e9654a4e968ab42a80e0e32e9f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "# for the image data and contours\n", - "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", + "np.set_printoptions(formatter={'float': lambda x: \"{0:0.2f}\".format(x)})\n", "\n", - "# add contours to the plot within the widget\n", - "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", - " contours, \n", - " cmap_values=cnn_preds,\n", - " cmap=\"Wistia\",\n", - " thickness=1.1, \n", - " name=\"contours\"\n", - ")\n", - "\n", - "# stack the plots and show them in sidecar\n", - "sc = Sidecar(title=\"eval metrics\")\n", - "\n", - "with sc:\n", - " display(cnmf_iw.show())" + "cnn_preds" ] }, { "cell_type": "code", - "execution_count": 57, - "id": "bc7672ba-237f-46b7-9374-538babe1fdbd", + "execution_count": null, + "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", "metadata": { "tags": [] }, "outputs": [], "source": [ - "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + "contours_graphic.cmap = \"spring\"\n", + "contours_graphic.cmap_values = cnn_preds" + ] + }, + { + "cell_type": "markdown", + "id": "6a192fd2-030b-4c49-9ed3-146415601347", + "metadata": {}, + "source": [ + "**low confidence: purple**\n", + "\n", + "**high confidence: yellow**" ] }, { @@ -873,12 +774,12 @@ "id": "f60c6fb2-1d73-4d8b-ac5d-3d37a216d071", "metadata": {}, "source": [ - "#### r_values" + "#### another quantitative measure" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "id": "be53bd85-9d4a-415c-b70b-c38160472aa0", "metadata": { "tags": [] @@ -888,9 +789,7 @@ "# load in r_vals\n", "r_vals = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/r_vals.npy')\n", "\n", - "# remap cmap values and cmap\n", - "contours_graphic.cmap_values = r_vals\n", - "contours_graphic.cmap = \"cool\"" + "contours_graphic.cmap_values = r_vals" ] }, { @@ -898,12 +797,12 @@ "id": "90e7e79a-2879-454a-9293-e8abda55808e", "metadata": {}, "source": [ - "#### SNR comps" + "#### yet another measure, signal-to-noise measure" ] }, { "cell_type": "code", - "execution_count": 59, + "execution_count": null, "id": "3dbd7a7e-da52-4c95-a66e-020feb447080", "metadata": { "tags": [] @@ -913,14 +812,22 @@ "# load in SNR comps\n", "snr_comps = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/SNR_comps.npy')\n", "\n", - "# remap cmap values and cmap\n", - "contours_graphic.cmap_values = snr_comps\n", - "contours_graphic.cmap = \"spring\"" + "contours_graphic.cmap_values = np.log10(snr_comps)" + ] + }, + { + "cell_type": "markdown", + "id": "eb48230f-258f-48b1-b131-90f03ce8ca75", + "metadata": {}, + "source": [ + "**low signal to noise: purple**\n", + "\n", + "**high signal to noise: yellow**" ] }, { "cell_type": "code", - "execution_count": 60, + "execution_count": null, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -936,7 +843,7 @@ "id": "a1a34cfd-3746-489e-aeff-7373d538ab8b", "metadata": {}, "source": [ - "## Line Stack" + "## Line Stack - useful for time series data" ] }, { @@ -944,12 +851,12 @@ "id": "e4ea3e6c-39f7-4796-b784-9ca175318356", "metadata": {}, "source": [ - "Generate some data" + "Generate some sine data" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -966,27 +873,12 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "04ad50bf5c824c2ab2594818e42ce325", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot()\n", "\n", @@ -1001,24 +893,12 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] }, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'plot' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[33], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplot\u001b[49m\u001b[38;5;241m.\u001b[39mclose()\n\u001b[1;32m 2\u001b[0m sc\u001b[38;5;241m.\u001b[39mclose()\n", - "\u001b[0;31mNameError\u001b[0m: name 'plot' is not defined" - ] - } - ], + "outputs": [], "source": [ "plot.close()\n", "sc.close()" @@ -1037,7 +917,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1055,27 +935,12 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ab65d549bcdc4d1aa86f9014691766d4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# data to plot\n", "xs = np.linspace(0, 100, 1_000)\n", @@ -1127,7 +992,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1148,9 +1013,11 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "temporal = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/temporal.npy')" @@ -1158,44 +1025,83 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8d9c5c78914e40bfb024dba5a85ad28a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ "# create plot\n", - "plot = fpl.GridPlot(shape=(1,2), names=[[\"heatmap\", \"traces\"]])\n", + "plot = fpl.GridPlot(shape=(1,2), names=[[\"heatmap\", \"timeseries\"]])\n", + "\n", + "def normalize(array):\n", + " out = np.zeros(array.shape, dtype=array.dtype)\n", + " for i in range(array.shape[0]):\n", + " a = array[i]\n", + " out[i] = ((a - np.min(a)) / (np.max(a - np.min(a))))\n", + " \n", + " return out\n", "\n", + "temporal_norm = normalize(temporal)\n", + " \n", "# add temporal traces as heatmap\n", - "heatmap = plot[0,0].add_heatmap(temporal)\n", + "heatmap = plot[0,0].add_heatmap(temporal_norm)\n", "\n", "# add temporal traces as line stack\n", "temporal_stack = plot[0,1].add_line_stack(temporal, colors=\"magenta\")\n", "\n", + "for subplot in plot:\n", + " subplot.camera.maintain_aspect = False\n", + "\n", + "# heatmap support the same selectors as lines!\n", + "heatmap_ls = heatmap.add_linear_selector()\n", + "temporal_stack_ls = temporal_stack.add_linear_selector()\n", + "temporal_stack_ls.position_z = 4\n", + "\n", + "# the corresponding imaging data and some callbacks to update frames\n", + "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gray\")\n", + "\n", + "# update the linear selectors with current frame index\n", + "def update_linear_selector(change):\n", + " ix = change[\"new\"]\n", + " \n", + " heatmap_ls.selection = ix\n", + " temporal_stack_ls.selection = ix\n", + " \n", + "def update_ipywidget(ev):\n", + " ix = ev.pick_info[\"selected_index\"]\n", + " # for line collection sends as list\n", + " if not isinstance(ix, int):\n", + " ix = ix[0]\n", + " cnmf_iw.sliders[\"t\"].value = ix\n", + " \n", + "cnmf_iw.sliders[\"t\"].observe(update_linear_selector, \"value\")\n", + "heatmap_ls.selection.add_event_handler(update_ipywidget)\n", + "temporal_stack_ls.selection.add_event_handler(update_ipywidget)\n", + "\n", + " \n", "sc = Sidecar(title=\"heatmap interactive\")\n", "\n", "with sc:\n", - " display(plot.show())" + " display(VBox([cnmf_iw.show(), plot.show()]))" ] }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, + "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": 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zwjF2Hbh`(5&W<$vp41cVu|LW50P&)j3w!B(W2PJQ_U*u$zV?8i!zV3UKGfyxY5$th zg(WfOLmz2+!oy;f2|30Bjwk(bM!E#U1|C#(qX;p}upv%&tI z%14KahWnJXygEoShnT*o^MH1uht?B1b>QsDc*V`Xa-1zbx970f0}7opr#)%W5&hBn zsDoKlxqYCL2TUk>pnTq3o#RP=TH)xewFVLm^hf*WS}-@QpzQe?cX<3PuKyvsF6f`~ z0(cgtQxG5R4l7HSe^C|d@OWML(q>1$iuvv^WPJ0@>zums{C5M-kE`wszv~XZ*QVE& z4DQbHBp*h)^njemN|tFwu^!}TY%bJO^?)IwX|D{l^f^25fMM&EwRa9jOzO{-m+jyG E57A32NB{r; literal 0 HcmV?d00001 From 4acde25052c9f812cadb2eb289ce3f42967d9384 Mon Sep 17 00:00:00 2001 From: kushalkolar Date: Wed, 12 Jul 2023 01:19:41 -0400 Subject: [PATCH 15/31] update --- README.md | 6 +- gridplot.ipynb | 4 +- image.ipynb | 52 +++--- lines.ipynb | 496 +++++++++++++++++++++++++++++++++++++++++-------- 4 files changed, 450 insertions(+), 108 deletions(-) diff --git a/README.md b/README.md index a968042..67b25a7 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,11 @@ In order to run the notebooks you will also need to have `imageio` and `zarr` in ### Install using pip ``` # other packages specifically used for this demo -pip install "jupyterlab<4" imageio zarr sidecar +# jupyterlab v3 because of sidecar, and pin pylingalg because of pygfx +pip install "jupyterlab<4" imageio "imageio[pyav]" zarr sidecar pylinalg==0.4.0 scikit-image glfw + +# optional, you'll need C compilers +pip install simplejpeg # fastplotlib with notebook dependencies pip install "fastplotlib[notebook]" diff --git a/gridplot.ipynb b/gridplot.ipynb index 5920ad2..e6fa756 100644 --- a/gridplot.ipynb +++ b/gridplot.ipynb @@ -34,7 +34,7 @@ "outputs": [], "source": [ "# GridPlot of shape 2 x 3 with all controllers synced\n", - "grid_plot = fpl.GridPlot(shape=(2, 3), controllers=\"sync\")\n", + "grid_plot = fpl.GridPlot(shape=(2, 3), controllers=\"sync\", size=(600, 400))\n", "\n", "# Make a random image graphic for each subplot\n", "for subplot in grid_plot:\n", @@ -240,7 +240,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.4" } }, "nbformat": 4, diff --git a/image.ipynb b/image.ipynb index 0d68190..2033f0c 100644 --- a/image.ipynb +++ b/image.ipynb @@ -13,7 +13,9 @@ { "cell_type": "markdown", "id": "807a45e5-5473-477b-9cb3-41a03a8135c7", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## `fastplotlib` API\n", "\n", @@ -33,6 +35,22 @@ " " ] }, + { + "cell_type": "markdown", + "id": "03169ecd-8916-4ddd-a023-066f7be7d648", + "metadata": {}, + "source": [ + "# Running demos on an ancient Quadro P500 laptop GPU\n", + "\n", + "## nearly 6 years old\n", + "\n", + "Benchmark - 1,555\n", + "\n", + "Nothing compared to midrange GPU, RTX 3060 Ti: 20,633\n", + "\n", + "https://www.videocardbenchmark.net/gpu.php?gpu=Quadro+P500&id=3911" + ] + }, { "cell_type": "markdown", "id": "b95759bc-b567-4327-b825-68fe871c3473", @@ -108,7 +126,7 @@ "outputs": [], "source": [ "# create a `Plot` instance\n", - "plot = fpl.Plot()\n", + "plot = fpl.Plot(size=(600, 500))\n", "\n", "# get a grayscale image\n", "data = iio.imread(\"imageio:camera.png\")\n", @@ -116,8 +134,8 @@ "# plot the image data\n", "image_graphic = plot.add_image(data=data, name=\"sample-image\")\n", "\n", - "# display plot in side car\n", - "sc = Sidecar(title=\"sample image\")\n", + "# display plot in sidecar\n", + "sc = Sidecar(title=\"sample image\", layout={'width': '800px'})\n", "\n", "with sc:\n", " # show the plot\n", @@ -282,7 +300,7 @@ "outputs": [], "source": [ "# create another `Plot` instance\n", - "plot_v = fpl.Plot()\n", + "plot_v = fpl.Plot(size=(600, 500))\n", "\n", "plot.canvas.max_buffered_frames = 1\n", "\n", @@ -328,7 +346,7 @@ }, "outputs": [], "source": [ - "plot_sync = fpl.Plot(controller=plot_v.controller)\n", + "plot_sync = fpl.Plot(controller=plot_v.controller, size=(600, 500))\n", "\n", "data = np.random.rand(512, 512)\n", "\n", @@ -417,18 +435,6 @@ "## Plot and scroll through the first dimension with a slider" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "98e7d66c-fc02-42dd-8931-a4f116d8ee8c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!pip install \"imageio[pyav]\"" - ] - }, { "cell_type": "code", "execution_count": null, @@ -604,14 +610,6 @@ "sc.close()" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "03837ed8-05b1-4518-85b3-8fdf7263b52e", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, @@ -637,7 +635,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.4" } }, "nbformat": 4, diff --git a/lines.ipynb b/lines.ipynb index 312d4d0..8cdc4f7 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -87,7 +87,7 @@ "outputs": [], "source": [ "# Create a plot instance\n", - "plot_l = fpl.Plot()\n", + "plot_l = fpl.Plot(size=(600, 300))\n", "\n", "# plot sine wave, use a single color\n", "sine_graphic = plot_l.add_line(data=sine, thickness=5, colors=\"magenta\")\n", @@ -333,7 +333,7 @@ }, "outputs": [], "source": [ - "plot = fpl.Plot()\n", + "plot = fpl.Plot(size=(600, 300))\n", "\n", "plot.add_line(sine, thickness=10, name=\"sine\")\n", "\n", @@ -398,7 +398,7 @@ "tags": [] }, "source": [ - "Qualitative data" + "**Qualitative data**" ] }, { @@ -419,7 +419,7 @@ "id": "b2924933-e217-4f57-8617-52032d807489", "metadata": {}, "source": [ - "Qualitative cmap" + "**Qualitative cmap**" ] }, { @@ -460,7 +460,7 @@ "id": "817355c4-0150-41de-a1d9-4c1f3680a7bc", "metadata": {}, "source": [ - "Generate some data" + "**Generate some data, 4 x 4 circles**" ] }, { @@ -510,7 +510,7 @@ }, "outputs": [], "source": [ - "plot = fpl.Plot()\n", + "plot = fpl.Plot(size=(600, 600))\n", "\n", "# highest values, lowest values, mid-high values, mid values\n", "cmap_values = [\n", @@ -520,7 +520,12 @@ " 1, 1, 1, 5\n", "]\n", "\n", - "plot.add_line_collection(circles, cmap=\"tab10\", cmap_values=cmap_values, thickness=5)\n", + "plot.add_line_collection(\n", + " circles, \n", + " cmap=\"tab10\", \n", + " cmap_values=cmap_values, \n", + " thickness=15\n", + ")\n", "\n", "sc = Sidecar(title=\"lines collection\")\n", "\n", @@ -541,48 +546,6 @@ "sc.close()" ] }, - { - "cell_type": "markdown", - "id": "c55c8340-7e85-46cb-aedc-8112138c1b75", - "metadata": {}, - "source": [ - "### Set colors directly" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ca7e277f-8630-4691-96e9-44da495ca57e", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot = fpl.Plot()\n", - "\n", - "colors = [\"green\"] * 4 + [\"red\"] * 4 + [\"yellow\"] * 4 + [\"w\"] * 4\n", - "\n", - "plot.add_line_collection(circles, colors=colors, thickness=5)\n", - "\n", - "sc = Sidecar(title=\"lines collection\")\n", - "\n", - "with sc:\n", - " display(plot.show())" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9792dea6-a5cd-4b11-abd3-0cf4c2b8661b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot.close()\n", - "sc.close()" - ] - }, { "cell_type": "markdown", "id": "54374981-9a79-4887-a297-8a5012ebb4b7", @@ -601,10 +564,10 @@ "outputs": [], "source": [ "# load in movie \n", - "movie = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/rcm.npy')\n", + "movie = np.load('./data/rcm.npy')\n", "\n", "# load in identified nuerons\n", - "contours = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/contours.npy', allow_pickle=True)" + "contours = np.load('./data/contours.npy', allow_pickle=True)" ] }, { @@ -617,7 +580,12 @@ "outputs": [], "source": [ "# for the image data and contours\n", - "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gray\")\n", + "cnmf_iw = fpl.ImageWidget(\n", + " movie, \n", + " vmin_vmax_sliders=True, \n", + " grid_plot_kwargs={\"size\": (600, 500)},\n", + " cmap=\"gray\"\n", + ")\n", "\n", "# stack the plots and show them in sidecar\n", "sc = Sidecar(title=\"good/bad comps\")\n", @@ -656,7 +624,7 @@ "outputs": [], "source": [ "# indices of accepted_ixs components\n", - "accepted_ixs = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/good_ixs.npy')" + "accepted_ixs = np.load('./data/good_ixs.npy')" ] }, { @@ -698,9 +666,9 @@ "id": "9ee60d93-8be8-4cf3-8b4c-75e521379d4e", "metadata": {}, "source": [ - "**Red: class 0 - rejected**\n", + "## Red: class 0 - rejected\n", "\n", - "**Blue: class 1 - accepted**" + "## Blue: class 1 - accepted" ] }, { @@ -729,7 +697,7 @@ "outputs": [], "source": [ "# load in CNN predictions\n", - "cnn_preds = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/cnn_preds.npy')" + "cnn_preds = np.load('./data/cnn_preds.npy')" ] }, { @@ -764,9 +732,9 @@ "id": "6a192fd2-030b-4c49-9ed3-146415601347", "metadata": {}, "source": [ - "**low confidence: purple**\n", + "## low confidence: purple\n", "\n", - "**high confidence: yellow**" + "## high confidence: yellow" ] }, { @@ -774,21 +742,32 @@ "id": "f60c6fb2-1d73-4d8b-ac5d-3d37a216d071", "metadata": {}, "source": [ - "#### another quantitative measure" + "#### another quantitative measure, spatial consistency" ] }, { "cell_type": "code", "execution_count": null, - "id": "be53bd85-9d4a-415c-b70b-c38160472aa0", + "id": "45e4a308-55bb-4484-82db-9d339682f2b7", "metadata": { "tags": [] }, "outputs": [], "source": [ "# load in r_vals\n", - "r_vals = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/r_vals.npy')\n", - "\n", + "r_vals = np.load('./data/r_vals.npy')\n", + "r_vals" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4d563477-4204-4831-b9c2-5203c16aa727", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ "contours_graphic.cmap_values = r_vals" ] }, @@ -803,15 +782,26 @@ { "cell_type": "code", "execution_count": null, - "id": "3dbd7a7e-da52-4c95-a66e-020feb447080", + "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] }, "outputs": [], "source": [ "# load in SNR comps\n", - "snr_comps = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/SNR_comps.npy')\n", - "\n", + "snr_comps = np.load('./data/SNR_comps.npy')\n", + "np.log10(snr_comps)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ "contours_graphic.cmap_values = np.log10(snr_comps)" ] }, @@ -820,9 +810,9 @@ "id": "eb48230f-258f-48b1-b131-90f03ce8ca75", "metadata": {}, "source": [ - "**low signal to noise: purple**\n", + "## low signal to noise: purple\n", "\n", - "**high signal to noise: yellow**" + "## high signal to noise: yellow" ] }, { @@ -863,12 +853,23 @@ }, "outputs": [], "source": [ - "xs = np.linspace(0, 100, 1000)\n", + "xs = np.linspace(0, 1_000, 2_000)\n", "# sine wave\n", "ys = np.sin(xs) * 20\n", "\n", - "# make 25 lines\n", - "data = np.vstack([ys] * 25)" + "data = np.vstack([ys] * 500)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data.shape" ] }, { @@ -880,10 +881,11 @@ }, "outputs": [], "source": [ - "plot = fpl.Plot()\n", + "plot = fpl.Plot(size=(600, 500), canvas=\"jupyter\")\n", "\n", - "# line stack takes all the same arguments as line collection and behaves similarly\n", - "plot.add_line_stack(data, cmap=\"jet\")\n", + "# line stack takes all the same arguments as line collection\n", + "# and behaves similarly\n", + "plot.add_line_stack(data, cmap=\"jet\", separation=15, name=\"many-lines\")\n", "\n", "sc = Sidecar(title=\"line stack\")\n", "\n", @@ -891,6 +893,69 @@ " display(plot.show(maintain_aspect=False))" ] }, + { + "cell_type": "markdown", + "id": "ff71b41c-3dae-43ad-906b-db6e34a13b6b", + "metadata": {}, + "source": [ + "## Performant changes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot[\"many-lines\"].cmap = \"viridis\"" + ] + }, + { + "cell_type": "markdown", + "id": "8e39322e-909a-41c1-8b07-ef12e0f67213", + "metadata": {}, + "source": [ + "**more numpy-like indexing :D**\n", + "\n", + "Set the cmap of the first 250 individual lines to `plasma`. \n", + "This sets the cmap _along the line_" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "963daef5-3701-49bf-832a-74c85efcdaed", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot[\"many-lines\"][:250].cmap = \"plasma\"" + ] + }, + { + "cell_type": "markdown", + "id": "394a267f-ff08-43df-844b-0a311e009dfd", + "metadata": {}, + "source": [ + "Every 5th datapoint to \"white\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f05b4023-f949-4043-b9ef-82d9728512e4", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot[\"many-lines\"][:250].colors[::5] = \"w\"" + ] + }, { "cell_type": "code", "execution_count": null, @@ -947,7 +1012,7 @@ "sine = np.sin(xs) * 20\n", "cosine = np.cos(xs) * 20\n", "\n", - "plot = fpl.GridPlot((5, 1))\n", + "plot = fpl.GridPlot((5, 1), size=(600, 600))\n", "\n", "# preallocated size for zoomed data\n", "zoomed_prealloc = 1_000\n", @@ -1020,7 +1085,7 @@ }, "outputs": [], "source": [ - "temporal = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/temporal.npy')" + "temporal = np.load('./data/temporal.npy')" ] }, { @@ -1057,7 +1122,7 @@ "# heatmap support the same selectors as lines!\n", "heatmap_ls = heatmap.add_linear_selector()\n", "temporal_stack_ls = temporal_stack.add_linear_selector()\n", - "temporal_stack_ls.position_z = 4\n", + "temporal_stack_ls.position_z = 10\n", "\n", "# the corresponding imaging data and some callbacks to update frames\n", "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gray\")\n", @@ -1115,10 +1180,285 @@ { "cell_type": "code", "execution_count": null, - "id": "4c5576db-ae44-405d-b37a-968b3986630c", + "id": "8dc388b4-d290-4599-b9a4-e3d39ed78d94", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3d5e63c4-68fb-4566-aa18-78eed8ae749a", "metadata": {}, "outputs": [], "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c1e6f56-becf-4e07-b0fe-ccd6ed0b2516", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "0155bd35-dae1-4e31-a066-4d546a78343a", + "metadata": {}, + "source": [ + "# Interactivity\n", + "\n", + "This notebook walks through a simple, yet powerful example of how our abstract interactivity system can be used to link graphics and their features together." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b64ce487-c6c0-4afb-a959-7d641b8c006d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import fastplotlib as fpl\n", + "from sidecar import Sidecar\n", + "import numpy as np\n", + "from ipywidgets import VBox" + ] + }, + { + "cell_type": "markdown", + "id": "d29e4029-d75c-4d40-b40e-c59f1fd16170", + "metadata": {}, + "source": [ + "Load in some neural data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "364f8f7c-b319-43f6-a8bc-de5df609b175", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# reconstructed movie of CaImAn Sue demo movie after running motion correction and CNMF algorithms\n", + "movie = np.load('./data/rcm.npy')\n", + "\n", + "# temporal traces of identified neurons\n", + "temporal = np.load('./data/temporal.npy')\n", + "\n", + "# contours of identified neurons\n", + "contours = np.load('./data/contours.npy', allow_pickle=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eff2288f-0ea7-4767-a001-bee9e6745a64", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "movie.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "273d91a4-a349-43fe-a190-c9c618ca3411", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "temporal.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63a25735-6828-41ed-b1ca-83dc3d442003", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "contours.shape" + ] + }, + { + "cell_type": "markdown", + "id": "caeb2afd-6200-483b-9b15-d785e0680882", + "metadata": {}, + "source": [ + "Will need a euclidean helper function to indentify which contours has been clicked on. We hope to soon include this, and other common callback functions, in our interactivity system :D" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "981715bf-2a50-4d05-b670-93c1347f11fa", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def euclidean(source, target, event, new_data):\n", + " \"\"\"maps click events to contour\"\"\"\n", + " # calculate coms of line collection\n", + " indices = np.array(event.pick_info[\"index\"])\n", + " \n", + " coms = list()\n", + "\n", + " for contour in target.graphics:\n", + " coors = contour.data()[~np.isnan(contour.data()).any(axis=1)]\n", + " com = coors.mean(axis=0)\n", + " coms.append(com)\n", + "\n", + " # euclidean distance to find closest index of com \n", + " indices = np.append(indices, [0])\n", + " \n", + " ix = int(np.linalg.norm((coms - indices), axis=1).argsort()[0])\n", + " \n", + " target._set_feature(feature=\"colors\", new_data=new_data, indices=ix)\n", + " \n", + " return None" + ] + }, + { + "cell_type": "markdown", + "id": "cfdabd3d-c9d5-4339-b426-b5cc0f4bc47c", + "metadata": {}, + "source": [ + "### Plot creation\n", + "\n", + "Create an `ImageWidget`to display the reconstructed movie and identified neurons. Also create a `Plot` instance to display the associated temporal data for each identified nueron." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3747d782-3cec-4bc5-94b5-a7e0efaf13df", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# for the image data and contours\n", + "cnmf_iw = fpl.ImageWidget(\n", + " movie, \n", + " vmin_vmax_sliders=True, \n", + " grid_plot_kwargs={\"size\": (600, 400)},\n", + " cmap=\"gnuplot2\",\n", + ")\n", + "\n", + "# add contours to the plot within the widget\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " colors=\"red\", \n", + " thickness=2, \n", + " name=\"contours\"\n", + ")\n", + "\n", + "# temporal plot\n", + "plot_temporal = fpl.Plot(size=(600,100))\n", + "\n", + "# stack the plots and show them in sidecar\n", + "sc = Sidecar(title=\"interactivity\")\n", + "\n", + "with sc:\n", + " display(cnmf_iw.show())\n", + "\n", + "# with sc:\n", + "# display(VBox([cnmf_iw.show(), plot_temporal.show()]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "321466cb-aafa-4d64-93cd-bfaa7f30d3e7", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" + ] + }, + { + "cell_type": "markdown", + "id": "31097b3a-0e35-45da-b50f-60ff555ef36e", + "metadata": {}, + "source": [ + "### Interacitvity of `Graphics` using `link()` and callback functions" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "39dec1d4-3c0b-404e-92ed-7d656aa326ba", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# link image to contours\n", + "image_graphic = cnmf_iw.gridplot[0,0][\"image_widget_managed\"]\n", + "\n", + "image_graphic.link(\n", + " \"click\",\n", + " target=contours_graphic,\n", + " feature=\"colors\", \n", + " new_data=\"cyan\", \n", + " callback=euclidean\n", + ")\n", + "\n", + "# a vertical line that is syncronized to the image widget \"t\" (timepoint) slider\n", + "def update_timepoint(ev):\n", + " ix = ev.pick_info[\"selected_index\"]\n", + " cnmf_iw.sliders[\"t\"].value = ix\n", + "\n", + "\n", + "# callback function to display correct temporal trace\n", + "def generate_temporal(ev):\n", + " # clear the plot \n", + " plot_temporal.clear()\n", + " \n", + " # get data of selected ix\n", + " data = temporal[ev.pick_info[\"collection-index\"]]\n", + " \n", + " # add trace to plot \n", + " temporal_graphic = plot_temporal.add_line(data, colors=\"magenta\")\n", + " \n", + " # add selector synced to \"t\" slider\n", + " selector = temporal_graphic.add_linear_selector()\n", + " selector.selection.add_event_handler(update_timepoint)\n", + " \n", + " plot_temporal.auto_scale()\n", + "\n", + "# add event handler so that temporal trace is generated when contour is clicked on\n", + "contours_graphic[:].colors.add_event_handler(generate_temporal)\n", + "\n", + "# thickness of contour\n", + "contours_graphic.link(\"colors\", target=contours_graphic, feature=\"thickness\", new_data=5)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "937a40fa-fd15-41bd-816e-f19f9f830802", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot_temporal.close()\n", + "cnmf_iw.gridplot.close()\n", + "sc.close()" + ] } ], "metadata": { @@ -1137,7 +1477,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.4" } }, "nbformat": 4, From 5b44f958ec1b409ab69c4f0b7949f630dbd91932 Mon Sep 17 00:00:00 2001 From: kushalkolar Date: Wed, 12 Jul 2023 02:36:31 -0400 Subject: [PATCH 16/31] fix interactivity on my laptop --- interactivity.ipynb | 86 +++++++++++++++------------------------------ 1 file changed, 29 insertions(+), 57 deletions(-) diff --git a/interactivity.ipynb b/interactivity.ipynb index 8886e0b..4b1a372 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -43,49 +43,13 @@ "outputs": [], "source": [ "# reconstructed movie of CaImAn Sue demo movie after running motion correction and CNMF algorithms\n", - "movie = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/rcm.npy')\n", + "movie = np.load('./data/rcm.npy')\n", "\n", "# temporal traces of identified neurons\n", - "temporal = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/temporal.npy')\n", + "temporal = np.load('./data/temporal.npy')\n", "\n", "# contours of identified neurons\n", - "contours = np.load('/home/clewis7/repos/fastplotlib-scipy2023/data/contours.npy', allow_pickle=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6017327f-b197-4d1a-a6d0-36d9712957b1", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "movie.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f0df4095-d3cb-42b0-8330-a54681ed4b7f", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "temporal.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0d236133-7a66-42a3-b493-c999368e9fac", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "contours.shape" + "contours = np.load(\"./data/contours.npy\", allow_pickle=True)" ] }, { @@ -147,24 +111,40 @@ "outputs": [], "source": [ "# for the image data and contours\n", - "cnmf_iw = fpl.ImageWidget(movie, vmin_vmax_sliders=True, cmap=\"gnuplot2\")\n", - "\n", - "# add contours to the plot within the widget\n", - "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", - " contours, \n", - " colors=\"red\", \n", - " thickness=1.1, \n", - " name=\"contours\"\n", + "cnmf_iw = fpl.ImageWidget(\n", + " movie, \n", + " vmin_vmax_sliders=True, \n", + " grid_plot_kwargs={\"size\": (600, 400)},\n", + " cmap=\"gnuplot2\",\n", ")\n", "\n", "# temporal plot\n", "plot_temporal = fpl.Plot(size=(600,100))\n", + "plot_temporal.add_line(temporal[0], colors=\"magenta\")\n", "\n", "# stack the plots and show them in sidecar\n", "sc = Sidecar(title=\"interactivity\")\n", "\n", "with sc:\n", - " display(VBox([cnmf_iw.show(), plot_temporal.show()]))" + " display(VBox([cnmf_iw.show(), plot_temporal.show(maintain_aspect=False)]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f99342b0-27c0-4b1a-9091-0ec3cde9632f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# add contours\n", + "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", + " contours, \n", + " colors=\"red\", \n", + " thickness=2, \n", + " name=\"contours\"\n", + ")" ] }, { @@ -250,14 +230,6 @@ "cnmf_iw.gridplot.close()\n", "sc.close()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f2a0763-5868-4b67-9c3e-3fa7a7531d8a", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -276,7 +248,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.4" } }, "nbformat": 4, From 2575f90a0176dcf0aaba341475b9b3de7f0663c7 Mon Sep 17 00:00:00 2001 From: kushalkolar Date: Wed, 12 Jul 2023 02:50:53 -0400 Subject: [PATCH 17/31] update lines --- lines.ipynb | 283 ---------------------------------------------------- 1 file changed, 283 deletions(-) diff --git a/lines.ipynb b/lines.ipynb index 8cdc4f7..9971ea5 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -1176,289 +1176,6 @@ "plot.close()\n", "sc.close()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8dc388b4-d290-4599-b9a4-e3d39ed78d94", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3d5e63c4-68fb-4566-aa18-78eed8ae749a", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8c1e6f56-becf-4e07-b0fe-ccd6ed0b2516", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "id": "0155bd35-dae1-4e31-a066-4d546a78343a", - "metadata": {}, - "source": [ - "# Interactivity\n", - "\n", - "This notebook walks through a simple, yet powerful example of how our abstract interactivity system can be used to link graphics and their features together." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b64ce487-c6c0-4afb-a959-7d641b8c006d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import fastplotlib as fpl\n", - "from sidecar import Sidecar\n", - "import numpy as np\n", - "from ipywidgets import VBox" - ] - }, - { - "cell_type": "markdown", - "id": "d29e4029-d75c-4d40-b40e-c59f1fd16170", - "metadata": {}, - "source": [ - "Load in some neural data." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "364f8f7c-b319-43f6-a8bc-de5df609b175", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# reconstructed movie of CaImAn Sue demo movie after running motion correction and CNMF algorithms\n", - "movie = np.load('./data/rcm.npy')\n", - "\n", - "# temporal traces of identified neurons\n", - "temporal = np.load('./data/temporal.npy')\n", - "\n", - "# contours of identified neurons\n", - "contours = np.load('./data/contours.npy', allow_pickle=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "eff2288f-0ea7-4767-a001-bee9e6745a64", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "movie.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "273d91a4-a349-43fe-a190-c9c618ca3411", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "temporal.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "63a25735-6828-41ed-b1ca-83dc3d442003", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "contours.shape" - ] - }, - { - "cell_type": "markdown", - "id": "caeb2afd-6200-483b-9b15-d785e0680882", - "metadata": {}, - "source": [ - "Will need a euclidean helper function to indentify which contours has been clicked on. We hope to soon include this, and other common callback functions, in our interactivity system :D" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "981715bf-2a50-4d05-b670-93c1347f11fa", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def euclidean(source, target, event, new_data):\n", - " \"\"\"maps click events to contour\"\"\"\n", - " # calculate coms of line collection\n", - " indices = np.array(event.pick_info[\"index\"])\n", - " \n", - " coms = list()\n", - "\n", - " for contour in target.graphics:\n", - " coors = contour.data()[~np.isnan(contour.data()).any(axis=1)]\n", - " com = coors.mean(axis=0)\n", - " coms.append(com)\n", - "\n", - " # euclidean distance to find closest index of com \n", - " indices = np.append(indices, [0])\n", - " \n", - " ix = int(np.linalg.norm((coms - indices), axis=1).argsort()[0])\n", - " \n", - " target._set_feature(feature=\"colors\", new_data=new_data, indices=ix)\n", - " \n", - " return None" - ] - }, - { - "cell_type": "markdown", - "id": "cfdabd3d-c9d5-4339-b426-b5cc0f4bc47c", - "metadata": {}, - "source": [ - "### Plot creation\n", - "\n", - "Create an `ImageWidget`to display the reconstructed movie and identified neurons. Also create a `Plot` instance to display the associated temporal data for each identified nueron." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3747d782-3cec-4bc5-94b5-a7e0efaf13df", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# for the image data and contours\n", - "cnmf_iw = fpl.ImageWidget(\n", - " movie, \n", - " vmin_vmax_sliders=True, \n", - " grid_plot_kwargs={\"size\": (600, 400)},\n", - " cmap=\"gnuplot2\",\n", - ")\n", - "\n", - "# add contours to the plot within the widget\n", - "contours_graphic = cnmf_iw.gridplot[0,0].add_line_collection(\n", - " contours, \n", - " colors=\"red\", \n", - " thickness=2, \n", - " name=\"contours\"\n", - ")\n", - "\n", - "# temporal plot\n", - "plot_temporal = fpl.Plot(size=(600,100))\n", - "\n", - "# stack the plots and show them in sidecar\n", - "sc = Sidecar(title=\"interactivity\")\n", - "\n", - "with sc:\n", - " display(cnmf_iw.show())\n", - "\n", - "# with sc:\n", - "# display(VBox([cnmf_iw.show(), plot_temporal.show()]))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "321466cb-aafa-4d64-93cd-bfaa7f30d3e7", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "cnmf_iw.vmin_vmax_sliders[0].value = (-5, 15)" - ] - }, - { - "cell_type": "markdown", - "id": "31097b3a-0e35-45da-b50f-60ff555ef36e", - "metadata": {}, - "source": [ - "### Interacitvity of `Graphics` using `link()` and callback functions" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "39dec1d4-3c0b-404e-92ed-7d656aa326ba", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# link image to contours\n", - "image_graphic = cnmf_iw.gridplot[0,0][\"image_widget_managed\"]\n", - "\n", - "image_graphic.link(\n", - " \"click\",\n", - " target=contours_graphic,\n", - " feature=\"colors\", \n", - " new_data=\"cyan\", \n", - " callback=euclidean\n", - ")\n", - "\n", - "# a vertical line that is syncronized to the image widget \"t\" (timepoint) slider\n", - "def update_timepoint(ev):\n", - " ix = ev.pick_info[\"selected_index\"]\n", - " cnmf_iw.sliders[\"t\"].value = ix\n", - "\n", - "\n", - "# callback function to display correct temporal trace\n", - "def generate_temporal(ev):\n", - " # clear the plot \n", - " plot_temporal.clear()\n", - " \n", - " # get data of selected ix\n", - " data = temporal[ev.pick_info[\"collection-index\"]]\n", - " \n", - " # add trace to plot \n", - " temporal_graphic = plot_temporal.add_line(data, colors=\"magenta\")\n", - " \n", - " # add selector synced to \"t\" slider\n", - " selector = temporal_graphic.add_linear_selector()\n", - " selector.selection.add_event_handler(update_timepoint)\n", - " \n", - " plot_temporal.auto_scale()\n", - "\n", - "# add event handler so that temporal trace is generated when contour is clicked on\n", - "contours_graphic[:].colors.add_event_handler(generate_temporal)\n", - "\n", - "# thickness of contour\n", - "contours_graphic.link(\"colors\", target=contours_graphic, feature=\"thickness\", new_data=5)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "937a40fa-fd15-41bd-816e-f19f9f830802", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_temporal.close()\n", - "cnmf_iw.gridplot.close()\n", - "sc.close()" - ] } ], "metadata": { From 5ba1b2da9b8541447b46c5b1a63c9ff15c4d6cf5 Mon Sep 17 00:00:00 2001 From: kushalkolar Date: Wed, 12 Jul 2023 04:22:31 -0400 Subject: [PATCH 18/31] update image demo with zfish --- image.ipynb | 318 ++++++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 259 insertions(+), 59 deletions(-) diff --git a/image.ipynb b/image.ipynb index 2033f0c..f44a87a 100644 --- a/image.ipynb +++ b/image.ipynb @@ -14,6 +14,7 @@ "cell_type": "markdown", "id": "807a45e5-5473-477b-9cb3-41a03a8135c7", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -71,31 +72,22 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "775411ec-15da-4231-a67f-9300265c6ac6", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!pip install imageio" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] }, "outputs": [], "source": [ - "import imageio.v3 as iio" + "import imageio.v3 as iio\n", + "\n", + "# likewise there is an image which we will load with tifffile\n", + "import tifffile" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -118,12 +110,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "56ee28812681484887af1aa7d4a71321", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "MESA-INTEL: warning: Performance support disabled, consider sysctl dev.i915.perf_stream_paranoid=0\n", + "\n", + "Disabling presentation on 'Intel(R) UHD Graphics 620 (KBL GT2)' (id 0x55a616dc6870) because of NV Optimus (on Linux)\n" + ] + } + ], "source": [ "# create a `Plot` instance\n", "plot = fpl.Plot(size=(600, 500))\n", @@ -168,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -192,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -213,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -233,7 +249,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -246,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -258,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -292,12 +308,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d482d2232ae548f18300d00441a8ecf1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/kushal/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + } + ], "source": [ "# create another `Plot` instance\n", "plot_v = fpl.Plot(size=(600, 500))\n", @@ -339,12 +378,42 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "86e70b1e-4328-4035-b992-70dff16d2a69", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "446ff778a9b44e1db2dd1fe10876aa88", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3fd193b982db49ea9d2dbf35b1335a15", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(JupyterWgpuCanvas(css_height='500px', css_width='600px'), HBox(children=(Button(icon='expand-ar…" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "plot_sync = fpl.Plot(controller=plot_v.controller, size=(600, 500))\n", "\n", @@ -373,7 +442,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "bd073e07-5721-4957-8a16-0767b9d64d25", "metadata": { "tags": [] @@ -393,19 +462,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b84ce12502c54b998a6bcf3f7be596c7", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(VBox(children=(JupyterWgpuCanvas(css_height='500px', css_width='600px', frame_feedback={'index'…" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "VBox([plot_v.show(), plot_sync.show()])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", "metadata": { "tags": [] @@ -437,7 +522,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -450,12 +535,42 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "bf526bfb54414513918af4330f1e2972", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3cd84ed5bd394d03877bc30ae49535bd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "plot_movie = fpl.Plot()\n", "\n", @@ -488,7 +603,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "7f32b582-b01d-41ab-bcfb-88ddcf1fd3be", "metadata": { "tags": [] @@ -503,65 +618,88 @@ "id": "f672dcd8-f55b-4476-b72a-d7a292fee32e", "metadata": {}, "source": [ - "## Single image sequence `ImageWidget` using zebrafish data" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "070ba640-5c5d-4a11-9c42-944f1c15bdf8", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "ll -h '/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff'" + "## `ImageWidget` using zebrafish data" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": {}, "outputs": [], "source": [ "# load in zebrafish data\n", - "movie = tifffile.memmap('/home/clewis7/Downloads/zfish_proj/images/CNMF: H2BGc6s_FB_3Rep_161121_2-_--_-f0887281-5b83-4a22-8fd2-6480bafd8865.tiff')" + "movie = tifffile.memmap('./data/zfish_vol.tiff')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(1320, 30, 512, 512)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "movie.shape" ] }, + { + "cell_type": "markdown", + "id": "95063299-e5e2-4298-99d4-05fe827258f6", + "metadata": {}, + "source": [ + "This is `[t, z, x, y]`" + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "83cfe71d819f4f08bb60d140a2b8f813", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "iw = fpl.ImageWidget(\n", " data=movie,\n", " vmin_vmax_sliders=True,\n", " dims_order=\"tzxy\",\n", " slider_dims=[\"t\", \"z\"],\n", + " grid_plot_kwargs={\"size\": (600, 500)},\n", " cmap=\"gnuplot2\"\n", ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -586,7 +724,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -594,12 +732,12 @@ "outputs": [], "source": [ "# must be in the form of {dim: (func, window_size)}\n", - "iw.window_funcs = {\"t\": (np.mean, 13)}" + "iw.window_funcs = {\"t\": (np.mean, 3)}" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] @@ -610,10 +748,72 @@ "sc.close()" ] }, + { + "cell_type": "markdown", + "id": "a1992f2b-abb5-42c8-990b-78d3a1698811", + "metadata": {}, + "source": [ + "## View each plane in a separate subplot" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1798ccc62d98407fb56884696f08ba05", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get a list of txy arrays for each plane\n", + "planes = [movie[:, i] for i in range(movie.shape[1])]\n", + "\n", + "iw = fpl.ImageWidget(\n", + " data=planes,\n", + " vmin_vmax_sliders=False,\n", + " grid_plot_kwargs={\"size\": (600, 500), \"controllers\": \"sync\"},\n", + " cmap=\"gnuplot2\"\n", + ")\n", + "\n", + "\n", + "sc = Sidecar(title=\"zfish planes\")\n", + "\n", + "with sc:\n", + " display(iw.show())" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e49e7b96-c1a7-4c1f-956a-1bab482b0ce0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "iw.gridplot.close()\n", + "sc.close()" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "26b9725e-93c0-45cf-b7af-8d3efe58dabf", + "id": "ee57b4be-7849-43c1-bc80-bfd9dc684acb", "metadata": {}, "outputs": [], "source": [] From 7c03d96f0b81e78e5d72c1450908521c61782f03 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 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data/.gitattributes diff --git a/.gitattributes b/.gitattributes index 36dce4d..da7566d 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1 +1,2 @@ *.npy filter=lfs diff=lfs merge=lfs -text +*.hdf5 filter=lfs diff=lifs merge=lfs -text diff --git a/data/.gitattributes b/data/.gitattributes deleted file mode 100644 index 326e8af..0000000 --- a/data/.gitattributes +++ /dev/null @@ -1 +0,0 @@ -*hdf5 filter=lfs diff=lfs merge=lfs -text From 1a8c03da1188416fb1b266beea783d1c5d721351 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 09:34:47 -0400 Subject: [PATCH 21/31] small notebook changes --- data/contours.npy | 3 + gridplot.ipynb | 248 --------------------------- image.ipynb | 236 ++++--------------------- interactivity.ipynb | 65 +++++-- lines.ipynb | 410 ++++++++++++++++++++++++++++++++++++-------- 5 files changed, 435 insertions(+), 527 deletions(-) create mode 100644 data/contours.npy delete mode 100644 gridplot.ipynb diff --git a/data/contours.npy b/data/contours.npy new file mode 100644 index 0000000..60e46de --- /dev/null +++ b/data/contours.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b3af236335d02693539627dab2b48161b53c36a3e315a81ed87dbc75aa00ffb +size 83914 diff --git a/gridplot.ipynb b/gridplot.ipynb deleted file mode 100644 index e6fa756..0000000 --- a/gridplot.ipynb +++ /dev/null @@ -1,248 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "5968b66a-8e78-488e-a2a0-1b2ac72cbb28", - "metadata": {}, - "source": [ - "# GridPlot\n", - "\n", - "Allows for proper subplotting. Create graphics and add them to a `GridPlot`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "66eaaf8e-3324-4e77-9cc4-f52682c7caea", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import fastplotlib as fpl\n", - "import numpy as np\n", - "from sidecar import Sidecar" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e481359b-6b49-40c5-86dd-b1c177314cd6", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# GridPlot of shape 2 x 3 with all controllers synced\n", - "grid_plot = fpl.GridPlot(shape=(2, 3), controllers=\"sync\", size=(600, 400))\n", - "\n", - "# Make a random image graphic for each subplot\n", - "for subplot in grid_plot:\n", - " # create image data\n", - " data = np.random.rand(512, 512)\n", - " # add an image to the subplot\n", - " subplot.add_image(data, name=\"rand-img\")\n", - "\n", - "# Define a function to update the image graphics with new data\n", - "# add_animations will pass the gridplot to the animation function\n", - "def update_data(gp):\n", - " for sp in gp:\n", - " new_data = np.random.rand(512, 512)\n", - " # index the image graphic by name and set the data\n", - " sp[\"rand-img\"].data = new_data\n", - " \n", - "# add the animation function\n", - "grid_plot.add_animations(update_data)\n", - "\n", - "sc = Sidecar(title=\"gridplot\")\n", - "\n", - "# show the gridplot \n", - "with sc:\n", - " display(grid_plot.show())" - ] - }, - { - "cell_type": "markdown", - "id": "30596ad1-ffb7-4beb-a723-7cb5a2f45eac", - "metadata": {}, - "source": [ - "## Accessing subplots within `GridPlot`" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ed86a89d-0cb9-44e6-97ac-56499c9a0a2e", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# positional indexing\n", - "# row 0 and col 0\n", - "grid_plot[0, 0]" - ] - }, - { - "cell_type": "markdown", - "id": "cd073684-8f3a-4283-b9c1-aad271c82752", - "metadata": {}, - "source": [ - "### You can get the graphics within a subplot, just like with simple `Plot`" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bf671e47-70b7-428b-bfca-55123e99344d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics" - ] - }, - { - "cell_type": "markdown", - "id": "25a0ef00-05f3-484a-9b38-91d72104e736", - "metadata": {}, - "source": [ - "### and change their properties" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2b9f4996-9321-488c-aa7d-99129a8a0dd0", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[0, 1].graphics[0].cmap.vmax = 0.5" - ] - }, - { - "cell_type": "markdown", - "id": "5337a9cf-4823-43f3-9fa5-9641f4026d50", - "metadata": {}, - "source": [ - "### more indexing with `GridPlot`" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fb186973-1ce2-4361-bb97-0f50342f9861", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# you can give subplots human-readable string names\n", - "grid_plot[0, 2].name = \"top-right\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "403d2d0a-7cbf-4e43-a75a-dfff98d40cf2", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[\"top-right\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4f296891-a8b4-47d1-8d17-7554c36b00ed", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# view its position\n", - "grid_plot[\"top-right\"].position" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "85f06940-3eec-49e9-97a0-00054ad27d8a", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# these are really the same\n", - "grid_plot[\"top-right\"] is grid_plot[0, 2]" - ] - }, - { - "cell_type": "markdown", - "id": "33ced14b-f958-474e-85a9-5f395a8de82b", - "metadata": {}, - "source": [ - "Indexing with subplot name and graphic name" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "75ecdd19-bd9a-4d93-bb18-a6216e3fde1b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot[\"top-right\"][\"rand-img\"].cmap.vmin = 0.5" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4f5f7fab-d7f2-4b6b-8f2d-c0745f9193cb", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "grid_plot.close()\n", - "sc.close()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "204385ee-b164-4e74-8b03-e2f0013f9e47", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/image.ipynb b/image.ipynb index f44a87a..33712fb 100644 --- a/image.ipynb +++ b/image.ipynb @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -87,7 +87,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -110,36 +110,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "56ee28812681484887af1aa7d4a71321", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "MESA-INTEL: warning: Performance support disabled, consider sysctl dev.i915.perf_stream_paranoid=0\n", - "\n", - "Disabling presentation on 'Intel(R) UHD Graphics 620 (KBL GT2)' (id 0x55a616dc6870) because of NV Optimus (on Linux)\n" - ] - } - ], + "outputs": [], "source": [ "# create a `Plot` instance\n", "plot = fpl.Plot(size=(600, 500))\n", @@ -184,7 +160,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -208,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -229,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -249,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -262,7 +238,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -274,7 +250,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -308,35 +284,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d482d2232ae548f18300d00441a8ecf1", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/kushal/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], + "outputs": [], "source": [ "# create another `Plot` instance\n", "plot_v = fpl.Plot(size=(600, 500))\n", @@ -378,42 +331,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "86e70b1e-4328-4035-b992-70dff16d2a69", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "446ff778a9b44e1db2dd1fe10876aa88", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3fd193b982db49ea9d2dbf35b1335a15", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(JupyterWgpuCanvas(css_height='500px', css_width='600px'), HBox(children=(Button(icon='expand-ar…" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "plot_sync = fpl.Plot(controller=plot_v.controller, size=(600, 500))\n", "\n", @@ -442,7 +365,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "bd073e07-5721-4957-8a16-0767b9d64d25", "metadata": { "tags": [] @@ -462,35 +385,19 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b84ce12502c54b998a6bcf3f7be596c7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(css_height='500px', css_width='600px', frame_feedback={'index'…" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "VBox([plot_v.show(), plot_sync.show()])" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", "metadata": { "tags": [] @@ -522,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -535,42 +442,12 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "bf526bfb54414513918af4330f1e2972", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3cd84ed5bd394d03877bc30ae49535bd", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "plot_movie = fpl.Plot()\n", "\n", @@ -603,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "7f32b582-b01d-41ab-bcfb-88ddcf1fd3be", "metadata": { "tags": [] @@ -623,9 +500,11 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "d64091d5-4071-49b0-b852-348657e9abbd", - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "# load in zebrafish data\n", @@ -634,23 +513,12 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1320, 30, 512, 512)" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "movie.shape" ] @@ -665,27 +533,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "83cfe71d819f4f08bb60d140a2b8f813", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "iw = fpl.ImageWidget(\n", " data=movie,\n", @@ -699,7 +552,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -724,7 +577,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -737,7 +590,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] @@ -758,27 +611,12 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1798ccc62d98407fb56884696f08ba05", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# get a list of txy arrays for each plane\n", "planes = [movie[:, i] for i in range(movie.shape[1])]\n", @@ -799,7 +637,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "e49e7b96-c1a7-4c1f-956a-1bab482b0ce0", "metadata": { "tags": [] @@ -835,7 +673,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.3" } }, "nbformat": 4, diff --git a/interactivity.ipynb b/interactivity.ipynb index 4b1a372..ae1f816 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -103,12 +103,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "09268db8e32144508e53217ed2712d6e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "396864b9af28478e85157eb53e5bb3c4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -131,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "f99342b0-27c0-4b1a-9091-0ec3cde9632f", "metadata": { "tags": [] @@ -149,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", "metadata": { "tags": [] @@ -169,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -219,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] @@ -230,6 +267,14 @@ "cnmf_iw.gridplot.close()\n", "sc.close()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8baf21c1-036e-4882-8a1c-4c5ab2e5f605", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -248,7 +293,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.3" } }, "nbformat": 4, diff --git a/lines.ipynb b/lines.ipynb index 9971ea5..901288a 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": { "tags": [] @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "9bf0017a-e319-4f4c-8bf8-91cff3755099", "metadata": { "tags": [] @@ -79,12 +79,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a51626ca848e491abbda428e6c65af62", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + } + ], "source": [ "# Create a plot instance\n", "plot_l = fpl.Plot(size=(600, 300))\n", @@ -119,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "ccda4b46-147e-41d5-a9b2-4e36c307ca16", "metadata": { "tags": [] @@ -139,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "3d330edd-8455-4897-b1a5-9d1a344f108b", "metadata": { "tags": [] @@ -159,7 +182,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -172,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -184,7 +207,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -196,7 +219,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -210,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -231,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -247,12 +270,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FeatureEvent @ 0x7f8b7f8a31d0\n", + "type: colors\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.]], dtype=float32)}\n", + "\n" + ] + } + ], "source": [ "# more complex indexing of colors\n", "# from point 15 - 30, set every 3rd point as \"cyan\"\n", @@ -269,7 +314,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] @@ -281,7 +326,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] @@ -293,19 +338,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", + " warn(f\"converting {array.dtype} array to int32\")\n" + ] + } + ], "source": [ "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -326,12 +380,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7a420b9e17614aed864ca46674a93fde", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 300))\n", "\n", @@ -345,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -357,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -369,7 +438,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -381,7 +450,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -403,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -424,7 +493,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "53c12b6b-485e-4623-a111-46127206223b", "metadata": { "tags": [] @@ -436,7 +505,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -465,7 +534,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -503,12 +572,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "01444b57a2c04289aaa3943915fda589", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 600))\n", "\n", @@ -535,7 +619,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -556,7 +640,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -572,12 +656,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "95f860cfba804d8281c7da82b4ac8ba4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -596,7 +695,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -616,7 +715,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -629,12 +728,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1,\n", + " 0, 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1,\n", + " 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0,\n", + " 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1,\n", + " 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1,\n", + " 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0,\n", + " 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1,\n", + " 1])" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "classifier = np.zeros(len(contours), dtype=int)\n", "classifier[accepted_ixs] = 1\n", @@ -644,7 +761,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -689,7 +806,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -702,12 +819,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.99, 0.01, 0.03, 0.02, 0.97, 0.07, 0.16, 0.13, 0.00, 0.00, 0.12,\n", + " 0.00, 0.05, 0.45, 0.95, 1.00, 0.33, 0.00, 0.03, 0.00, 0.98, 0.13,\n", + " 0.01, 0.03, 0.49, 0.19, 0.98, 0.19, 0.96, 0.51, 0.05, 0.98, 0.01,\n", + " 0.08, 0.00, 0.03, 0.03, 0.73, 0.00, 1.00, 0.02, 0.87, 0.83, 0.73,\n", + " 0.24, 0.51, 0.78, 0.57, 0.04, 0.25, 0.00, 1.00, 0.99, 0.19, 0.03,\n", + " 1.00, 0.01, 0.21, 0.12, 0.99, 0.88, 0.02, 0.04, 0.22, 0.14, 0.58,\n", + " 1.00, 0.90, 0.04, 0.12, 0.12, 1.00, 0.36, 0.07, 0.07, 0.22, 0.10,\n", + " 0.00, 0.86, 0.12, 0.23, 0.06, 0.68, 0.12, 0.02, 0.02, 0.10, 0.96,\n", + " 1.00, 0.13, 0.17, 0.15, 1.00, 0.03, 0.00, 0.87, 0.02, 0.97, 0.94,\n", + " 0.06, 0.34, 0.01, 0.74, 0.00, 0.85, 0.08, 0.29, 0.35, 0.79, 1.00,\n", + " 0.15, 0.03, 0.45, 0.01, 1.00, 0.96, 0.58, 0.06, 0.00, 0.07, 0.91,\n", + " 0.45, 0.99, 0.29, 0.93, 1.00, 1.00, 0.01, 0.03, 0.00, 1.00, 0.00,\n", + " 0.98, 0.47, 0.01, 0.03, 0.07, 0.01, 0.85, 0.07, 1.00, 1.00, 0.23,\n", + " 0.06, 0.96, 0.49, 0.26, 0.00, 1.00, 0.00, 0.33, 0.02, 0.82, 0.86,\n", + " 0.98], dtype=float32)" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "np.set_printoptions(formatter={'float': lambda x: \"{0:0.2f}\".format(x)})\n", "\n", @@ -716,7 +858,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", "metadata": { "tags": [] @@ -747,12 +889,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "45e4a308-55bb-4484-82db-9d339682f2b7", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.93, 0.85, 0.66, 0.49, 0.72, 0.80, 0.70, 0.62, 0.76, 0.96, 0.69,\n", + " 0.70, -0.04, 0.45, 0.96, 0.80, 0.58, 0.86, 0.44, 0.75, 0.80, 0.68,\n", + " 0.71, 0.86, 0.40, 0.35, 0.61, 0.59, 0.93, 0.81, 0.31, 0.76, 0.86,\n", + " 0.45, 0.44, 0.64, 0.68, 0.57, 0.91, 0.72, 0.82, 0.94, -0.11, 0.29,\n", + " 0.69, 0.16, 0.62, 0.38, 0.66, 0.44, 0.82, 0.81, 0.81, 0.56, 0.65,\n", + " 0.85, 0.83, 0.55, 0.70, 0.94, 0.42, 0.41, 0.68, 0.28, 0.84, 0.22,\n", + " 0.88, 0.41, 0.56, 0.78, 0.47, 0.94, 0.54, 0.55, 0.54, 0.26, 0.78,\n", + " 0.62, 0.39, 0.38, 0.36, 0.75, 0.59, 0.51, 0.45, 0.52, 0.24, 0.79,\n", + " 0.94, 0.11, 0.21, 0.47, 0.84, 0.82, 0.62, 0.76, 0.55, 0.37, 0.48,\n", + " -0.12, 0.48, 0.81, 0.19, 0.73, 0.78, 0.60, 0.41, 0.93, 0.80, 0.66,\n", + " 0.21, 0.51, 0.70, 0.67, 0.96, 0.91, 0.92, 0.73, 0.81, 0.59, 0.51,\n", + " 0.77, 0.49, 0.40, 0.71, 0.96, 0.91, 0.67, 0.90, 0.80, 0.92, 0.82,\n", + " 0.92, 0.76, 0.70, 0.82, 0.83, 0.52, 0.80, 0.73, 0.91, 0.94, 0.84,\n", + " 0.80, 0.83, 0.67, 0.87, 0.51, 0.89, 0.83, 0.53, 0.90, 0.76, 0.27,\n", + " 0.90])" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# load in r_vals\n", "r_vals = np.load('./data/r_vals.npy')\n", @@ -761,7 +928,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "4d563477-4204-4831-b9c2-5203c16aa727", "metadata": { "tags": [] @@ -781,12 +948,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([1.31, 0.99, 0.61, 0.61, 0.79, 0.76, 0.07, 0.21, 0.83, 0.72, 0.51,\n", + " 0.07, 0.09, 0.17, 1.22, 0.60, 0.46, 0.62, 0.32, 0.64, 0.61, 0.54,\n", + " 0.60, 0.65, 0.30, 0.30, 0.61, 0.32, 1.20, 0.57, 0.46, 1.03, 0.73,\n", + " 0.41, 0.20, 0.52, 0.09, -0.15, 1.05, 0.38, 0.42, 1.17, 0.74, 0.42,\n", + " 0.32, 0.22, 0.38, -0.07, 0.35, -0.08, 0.71, 0.45, 0.34, 0.03, 0.29,\n", + " 0.62, 0.77, 0.51, 0.63, 0.96, 0.63, 0.65, 0.45, 0.32, 0.42, 0.19,\n", + " 0.91, 0.78, 0.36, 0.51, 0.32, 1.16, 0.06, 0.46, 0.66, 0.58, 0.34,\n", + " 0.47, 0.02, -0.15, 0.14, 0.40, 0.17, 0.16, 0.20, -0.41, 0.11, 0.42,\n", + " 1.23, 0.14, 0.23, 0.25, 0.21, 0.50, 0.19, 0.72, 0.48, 0.02, 0.19,\n", + " 0.55, 0.11, 0.36, -0.31, 0.57, 0.29, -0.31, 0.24, 1.04, 0.14, 0.56,\n", + " -0.22, 0.39, 0.32, 0.14, 0.88, 0.84, 0.58, 0.42, 0.48, 0.32, 0.85,\n", + " 0.22, 0.57, -0.28, 0.61, 1.41, 1.23, 0.64, 1.12, 1.06, 1.09, 0.52,\n", + " 0.89, 0.57, 0.53, 0.81, 0.56, 0.36, 0.70, 0.56, 0.97, 1.10, 0.89,\n", + " 0.67, 0.79, 0.58, 0.71, 0.57, 0.75, 0.73, 0.53, 0.82, 0.60, 0.02,\n", + " 1.08])" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# load in SNR comps\n", "snr_comps = np.load('./data/SNR_comps.npy')\n", @@ -795,7 +987,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] @@ -817,7 +1009,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -846,7 +1038,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -862,24 +1054,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(500, 2000)" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data.shape" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "28968fcc3059437990240992cd19634f", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 500), canvas=\"jupyter\")\n", "\n", @@ -903,7 +1121,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -926,7 +1144,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] @@ -946,7 +1164,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] @@ -958,7 +1176,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -982,7 +1200,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1000,12 +1218,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "332daf10c8664a75af6604af780d8318", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# data to plot\n", "xs = np.linspace(0, 100, 1_000)\n", @@ -1057,7 +1290,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1078,7 +1311,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": { "tags": [] @@ -1090,12 +1323,41 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e246179d40894e6dad09e66562614b4a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "77f438ec72ef4bb69ad3aedadd0ea857", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# create plot\n", "plot = fpl.GridPlot(shape=(1,2), names=[[\"heatmap\", \"timeseries\"]])\n", @@ -1154,7 +1416,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", "metadata": { "tags": [] @@ -1166,7 +1428,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "id": "4447805e-c477-48b4-8dc1-8740c2a70232", "metadata": { "tags": [] @@ -1176,6 +1438,14 @@ "plot.close()\n", "sc.close()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0095e961-b72b-4e41-8502-696f03b2a6e4", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -1194,7 +1464,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.3" } }, "nbformat": 4, From 04dc1ed01c05c8fc58d2551526d447d245b997b0 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 14:15:25 -0400 Subject: [PATCH 22/31] remove data dir, will use zenodo instead --- data/SNR_comps.npy | 3 --- data/bad_ixs.npy | 3 --- data/cnn_preds.npy | 3 --- data/contours.hdf5 | 3 --- data/contours.npy | 3 --- data/good_ixs.npy | 3 --- data/r_vals.npy | 3 --- data/rcm.npy | 3 --- data/temporal.npy | 3 --- 9 files changed, 27 deletions(-) delete mode 100644 data/SNR_comps.npy delete mode 100644 data/bad_ixs.npy delete mode 100644 data/cnn_preds.npy delete mode 100644 data/contours.hdf5 delete mode 100644 data/contours.npy delete mode 100644 data/good_ixs.npy delete mode 100644 data/r_vals.npy delete mode 100644 data/rcm.npy delete mode 100644 data/temporal.npy diff --git a/data/SNR_comps.npy b/data/SNR_comps.npy deleted file mode 100644 index 4d6333c..0000000 --- a/data/SNR_comps.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:aa2bf6040f62e7da48920b8e87d8f51005c9e8290394363c501a284fa27bec19 -size 1368 diff --git a/data/bad_ixs.npy b/data/bad_ixs.npy deleted file mode 100644 index b8993bb..0000000 --- a/data/bad_ixs.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3905aeb9ad887679d31f3ae50bddb270000020881cdc91dba7f8a8a2cfb2e4a1 -size 800 diff --git a/data/cnn_preds.npy b/data/cnn_preds.npy deleted file mode 100644 index c610c61..0000000 --- a/data/cnn_preds.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3058daa10c608431e533739cefa114a846752fe19ed278f8aab1691b2dcf1b61 -size 748 diff --git a/data/contours.hdf5 b/data/contours.hdf5 deleted file mode 100644 index ca0db5a..0000000 --- a/data/contours.hdf5 +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5b6ec057958117589769b20d9e347075ca436110d5a674288898fd9d6ec91e86 -size 135056 diff --git a/data/contours.npy b/data/contours.npy deleted file mode 100644 index 60e46de..0000000 --- a/data/contours.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b3af236335d02693539627dab2b48161b53c36a3e315a81ed87dbc75aa00ffb -size 83914 diff --git a/data/good_ixs.npy b/data/good_ixs.npy deleted file mode 100644 index c85728e..0000000 --- a/data/good_ixs.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:aaa77c7d838087aa231eb0b8501bd967694ca06be90ba67987dafbd5c6fd3ed7 -size 696 diff --git a/data/r_vals.npy b/data/r_vals.npy deleted file mode 100644 index 09f5e97..0000000 --- a/data/r_vals.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e58db2c563b0377186e47f1b93c68df1bd27de0f00a6175e0e3b52b14d252bb1 -size 1368 diff --git a/data/rcm.npy b/data/rcm.npy deleted file mode 100644 index af494e4..0000000 --- a/data/rcm.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d42b4c5dd788e0294ec9a5129aeb762b737a96cc139c584bfe5d83bcd852cbbc -size 693600128 diff --git a/data/temporal.npy b/data/temporal.npy deleted file mode 100644 index 2a59c19..0000000 --- a/data/temporal.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f11024b84ff29dd3ee5599b16ce229e9a51c5cc2fd67188e0b39593dc47c8e20 -size 3720128 From ca526c2f9067edc74dfbdb1f3cfd48d8bd2a73c1 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 14:17:07 -0400 Subject: [PATCH 23/31] do not need gitattributes --- .gitattributes | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 .gitattributes diff --git a/.gitattributes b/.gitattributes deleted file mode 100644 index da7566d..0000000 --- a/.gitattributes +++ /dev/null @@ -1,2 +0,0 @@ -*.npy filter=lfs diff=lfs merge=lfs -text -*.hdf5 filter=lfs diff=lifs merge=lfs -text From d6f4cae819119dc8e589dfaeffad1b6356c83b44 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 15:48:57 -0400 Subject: [PATCH 24/31] data download from zenodo, update paths --- .gitignore | 4 + download_data.py | 39 +++++ image.ipynb | 34 +++- interactivity.ipynb | 61 ++----- lines.ipynb | 414 ++++++++------------------------------------ 5 files changed, 164 insertions(+), 388 deletions(-) create mode 100644 download_data.py diff --git a/.gitignore b/.gitignore index 68bc17f..3c63430 100644 --- a/.gitignore +++ b/.gitignore @@ -158,3 +158,7 @@ cython_debug/ # and can be added to the global gitignore or merged into this file. For a more nuclear # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ + +fpl-scipy2023-data.zip +fpl-scipy2023-data/ +.idea/ \ No newline at end of file diff --git a/download_data.py b/download_data.py new file mode 100644 index 0000000..1bbc497 --- /dev/null +++ b/download_data.py @@ -0,0 +1,39 @@ +import os +import requests +from tqdm import tqdm +from pathlib import Path +from zipfile import ZipFile + +# make data dir if not exists +data_dir = Path(os.path.dirname(os.path.abspath(__file__)), "fpl-scipy2023-data") +os.makedirs(data_dir, exist_ok=True) + +data_file = Path( + os.path.dirname(os.path.abspath(__file__)), "fpl-scipy2023-data.zip" +) + + +def download_data(): + + # if data already exists, return + if os.path.exists(data_dir) & len(list(data_dir.iterdir())) != 0: + print("data already exists") + return + + # else download + print(f"Downloading data") + url = f"https://zenodo.org/record/8140484/files/fpl-scipy2023-data.zip" + + # basically from https://stackoverflow.com/questions/37573483/progress-bar-while-download-file-over-http-with-requests/37573701 + response = requests.get(url, stream=True) + total_size_in_bytes = int(response.headers.get("content-length", 0)) + block_size = 1024 # 1 Kibibyte + progress_bar = tqdm(total=total_size_in_bytes, unit="iB", unit_scale=True) + + with open(data_file, "wb") as file: + for data in response.iter_content(block_size): + progress_bar.update(len(data)) + file.write(data) + progress_bar.close() + + ZipFile(data_file).extractall(data_dir.parent) diff --git a/image.ipynb b/image.ipynb index 33712fb..12b347f 100644 --- a/image.ipynb +++ b/image.ipynb @@ -100,6 +100,38 @@ "from sidecar import Sidecar" ] }, + { + "cell_type": "markdown", + "id": "0f02c2fe-e77d-447d-9483-da66574a3950", + "metadata": {}, + "source": [ + "**Additionally, the data we are using throughout these demos can be downloaded from Zenodo. We have written a helper function to download them for you.**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99f0c624-85a6-4a42-92b0-30b0b04075b4", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from download_data import download_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "630e4762-de01-47fe-be9d-547182a1fbf9", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "download_data()" + ] + }, { "cell_type": "markdown", "id": "a9b386ac-9218-4f8f-97b3-f29b4201ef55", @@ -508,7 +540,7 @@ "outputs": [], "source": [ "# load in zebrafish data\n", - "movie = tifffile.memmap('./data/zfish_vol.tiff')" + "movie = tifffile.memmap('./fpl-scipy2023-data/neural_data/zfish_vol.tiff')" ] }, { diff --git a/interactivity.ipynb b/interactivity.ipynb index ae1f816..5720664 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -43,13 +43,13 @@ "outputs": [], "source": [ "# reconstructed movie of CaImAn Sue demo movie after running motion correction and CNMF algorithms\n", - "movie = np.load('./data/rcm.npy')\n", + "movie = np.load('./fpl-scipy2023-data/neural_data/rcm.npy')\n", "\n", "# temporal traces of identified neurons\n", - "temporal = np.load('./data/temporal.npy')\n", + "temporal = np.load('./fpl-scipy2023-data/neural_data/temporal.npy')\n", "\n", "# contours of identified neurons\n", - "contours = np.load(\"./data/contours.npy\", allow_pickle=True)" + "contours = np.load(\"./fpl-scipy2023-data/neural_data/contours.npy\", allow_pickle=True)" ] }, { @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -103,49 +103,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "09268db8e32144508e53217ed2712d6e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "396864b9af28478e85157eb53e5bb3c4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -168,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "f99342b0-27c0-4b1a-9091-0ec3cde9632f", "metadata": { "tags": [] @@ -186,7 +149,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", "metadata": { "tags": [] @@ -206,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -256,7 +219,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index 901288a..e42a1f9 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": { "tags": [] @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "9bf0017a-e319-4f4c-8bf8-91cff3755099", "metadata": { "tags": [] @@ -79,35 +79,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a51626ca848e491abbda428e6c65af62", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] - } - ], + "outputs": [], "source": [ "# Create a plot instance\n", "plot_l = fpl.Plot(size=(600, 300))\n", @@ -142,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "ccda4b46-147e-41d5-a9b2-4e36c307ca16", "metadata": { "tags": [] @@ -162,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "3d330edd-8455-4897-b1a5-9d1a344f108b", "metadata": { "tags": [] @@ -182,7 +159,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -195,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -207,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -219,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -233,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -254,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -270,34 +247,12 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FeatureEvent @ 0x7f8b7f8a31d0\n", - "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.],\n", - " [0., 1., 1., 1.]], dtype=float32)}\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "# more complex indexing of colors\n", "# from point 15 - 30, set every 3rd point as \"cyan\"\n", @@ -314,7 +269,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] @@ -326,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] @@ -338,28 +293,19 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", - " warn(f\"converting {array.dtype} array to int32\")\n" - ] - } - ], + "outputs": [], "source": [ "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -380,27 +326,12 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7a420b9e17614aed864ca46674a93fde", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot(size=(600, 300))\n", "\n", @@ -414,7 +345,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -426,7 +357,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -438,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -450,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -472,7 +403,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -493,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "53c12b6b-485e-4623-a111-46127206223b", "metadata": { "tags": [] @@ -505,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -534,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -572,27 +503,12 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "01444b57a2c04289aaa3943915fda589", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot(size=(600, 600))\n", "\n", @@ -619,7 +535,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -640,7 +556,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -648,35 +564,20 @@ "outputs": [], "source": [ "# load in movie \n", - "movie = np.load('./data/rcm.npy')\n", + "movie = np.load('./fpl-scipy2023-data/neural_data/rcm.npy')\n", "\n", "# load in identified nuerons\n", - "contours = np.load('./data/contours.npy', allow_pickle=True)" + "contours = np.load('./fpl-scipy2023-data/neural_data/contours.npy', allow_pickle=True)" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "95f860cfba804d8281c7da82b4ac8ba4", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -695,7 +596,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -715,7 +616,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -723,35 +624,17 @@ "outputs": [], "source": [ "# indices of accepted_ixs components\n", - "accepted_ixs = np.load('./data/good_ixs.npy')" + "accepted_ixs = np.load('./fpl-scipy2023-data/neural_data/good_ixs.npy')" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1,\n", - " 0, 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1,\n", - " 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0,\n", - " 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1,\n", - " 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1,\n", - " 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0,\n", - " 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1,\n", - " 1])" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "classifier = np.zeros(len(contours), dtype=int)\n", "classifier[accepted_ixs] = 1\n", @@ -761,7 +644,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -806,7 +689,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -814,42 +697,17 @@ "outputs": [], "source": [ "# load in CNN predictions\n", - "cnn_preds = np.load('./data/cnn_preds.npy')" + "cnn_preds = np.load('./fpl-scipy2023-data/neural_data/cnn_preds.npy')" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0.99, 0.01, 0.03, 0.02, 0.97, 0.07, 0.16, 0.13, 0.00, 0.00, 0.12,\n", - " 0.00, 0.05, 0.45, 0.95, 1.00, 0.33, 0.00, 0.03, 0.00, 0.98, 0.13,\n", - " 0.01, 0.03, 0.49, 0.19, 0.98, 0.19, 0.96, 0.51, 0.05, 0.98, 0.01,\n", - " 0.08, 0.00, 0.03, 0.03, 0.73, 0.00, 1.00, 0.02, 0.87, 0.83, 0.73,\n", - " 0.24, 0.51, 0.78, 0.57, 0.04, 0.25, 0.00, 1.00, 0.99, 0.19, 0.03,\n", - " 1.00, 0.01, 0.21, 0.12, 0.99, 0.88, 0.02, 0.04, 0.22, 0.14, 0.58,\n", - " 1.00, 0.90, 0.04, 0.12, 0.12, 1.00, 0.36, 0.07, 0.07, 0.22, 0.10,\n", - 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"outputs": [ - { - "data": { - "text/plain": [ - "array([0.93, 0.85, 0.66, 0.49, 0.72, 0.80, 0.70, 0.62, 0.76, 0.96, 0.69,\n", - " 0.70, -0.04, 0.45, 0.96, 0.80, 0.58, 0.86, 0.44, 0.75, 0.80, 0.68,\n", - " 0.71, 0.86, 0.40, 0.35, 0.61, 0.59, 0.93, 0.81, 0.31, 0.76, 0.86,\n", - " 0.45, 0.44, 0.64, 0.68, 0.57, 0.91, 0.72, 0.82, 0.94, -0.11, 0.29,\n", - " 0.69, 0.16, 0.62, 0.38, 0.66, 0.44, 0.82, 0.81, 0.81, 0.56, 0.65,\n", - " 0.85, 0.83, 0.55, 0.70, 0.94, 0.42, 0.41, 0.68, 0.28, 0.84, 0.22,\n", - " 0.88, 0.41, 0.56, 0.78, 0.47, 0.94, 0.54, 0.55, 0.54, 0.26, 0.78,\n", - " 0.62, 0.39, 0.38, 0.36, 0.75, 0.59, 0.51, 0.45, 0.52, 0.24, 0.79,\n", - " 0.94, 0.11, 0.21, 0.47, 0.84, 0.82, 0.62, 0.76, 0.55, 0.37, 0.48,\n", - " -0.12, 0.48, 0.81, 0.19, 0.73, 0.78, 0.60, 0.41, 0.93, 0.80, 0.66,\n", - " 0.21, 0.51, 0.70, 0.67, 0.96, 0.91, 0.92, 0.73, 0.81, 0.59, 0.51,\n", - " 0.77, 0.49, 0.40, 0.71, 0.96, 0.91, 0.67, 0.90, 0.80, 0.92, 0.82,\n", - " 0.92, 0.76, 0.70, 0.82, 0.83, 0.52, 0.80, 0.73, 0.91, 0.94, 0.84,\n", - " 0.80, 0.83, 0.67, 0.87, 0.51, 0.89, 0.83, 0.53, 0.90, 0.76, 0.27,\n", - " 0.90])" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# load in r_vals\n", - "r_vals = np.load('./data/r_vals.npy')\n", + "r_vals = np.load('./fpl-scipy2023-data/neural_data/r_vals.npy')\n", "r_vals" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "id": "4d563477-4204-4831-b9c2-5203c16aa727", "metadata": { "tags": [] @@ -948,46 +781,21 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1.31, 0.99, 0.61, 0.61, 0.79, 0.76, 0.07, 0.21, 0.83, 0.72, 0.51,\n", - " 0.07, 0.09, 0.17, 1.22, 0.60, 0.46, 0.62, 0.32, 0.64, 0.61, 0.54,\n", - " 0.60, 0.65, 0.30, 0.30, 0.61, 0.32, 1.20, 0.57, 0.46, 1.03, 0.73,\n", - " 0.41, 0.20, 0.52, 0.09, -0.15, 1.05, 0.38, 0.42, 1.17, 0.74, 0.42,\n", - 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"execution_count": 40, + "execution_count": null, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] @@ -1009,7 +817,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -1038,7 +846,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -1054,50 +862,24 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(500, 2000)" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "data.shape" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "28968fcc3059437990240992cd19634f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot = fpl.Plot(size=(600, 500), canvas=\"jupyter\")\n", "\n", @@ -1121,7 +903,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -1144,7 +926,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] @@ -1164,7 +946,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] @@ -1176,7 +958,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -1200,7 +982,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1218,27 +1000,12 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "332daf10c8664a75af6604af780d8318", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# data to plot\n", "xs = np.linspace(0, 100, 1_000)\n", @@ -1290,7 +1057,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1311,53 +1078,24 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": { "tags": [] }, "outputs": [], "source": [ - "temporal = np.load('./data/temporal.npy')" + "temporal = np.load('./fpl-scipy2023-data/neural_data/temporal.npy')" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": null, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e246179d40894e6dad09e66562614b4a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "77f438ec72ef4bb69ad3aedadd0ea857", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# create plot\n", "plot = fpl.GridPlot(shape=(1,2), names=[[\"heatmap\", \"timeseries\"]])\n", @@ -1416,7 +1154,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", "metadata": { "tags": [] @@ -1428,7 +1166,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "id": "4447805e-c477-48b4-8dc1-8740c2a70232", "metadata": { "tags": [] From eba99caf78bc277591ce68fa6150c2d90e0cb830 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 16:12:42 -0400 Subject: [PATCH 25/31] update logic in download method --- download_data.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/download_data.py b/download_data.py index 1bbc497..197d69b 100644 --- a/download_data.py +++ b/download_data.py @@ -16,7 +16,7 @@ def download_data(): # if data already exists, return - if os.path.exists(data_dir) & len(list(data_dir.iterdir())) != 0: + if os.path.exists(data_dir) and len(list(data_dir.iterdir())) != 0: print("data already exists") return From aebbf3e04b11d4e31bb063003339fb6c791382cc Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 17:59:30 -0400 Subject: [PATCH 26/31] remove sync plots, layouts --- image.ipynb | 161 +++++++++++++++++++++------------------------------- 1 file changed, 65 insertions(+), 96 deletions(-) diff --git a/image.ipynb b/image.ipynb index 12b347f..889e4fe 100644 --- a/image.ipynb +++ b/image.ipynb @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -87,7 +87,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -105,12 +105,12 @@ "id": "0f02c2fe-e77d-447d-9483-da66574a3950", "metadata": {}, "source": [ - "**Additionally, the data we are using throughout these demos can be downloaded from Zenodo. We have written a helper function to download them for you.**" + "**Additionally, the data we are using throughout these demos can be downloaded from Zenodo.**" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "99f0c624-85a6-4a42-92b0-30b0b04075b4", "metadata": { "tags": [] @@ -122,12 +122,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "630e4762-de01-47fe-be9d-547182a1fbf9", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data already exists\n" + ] + } + ], "source": [ "download_data()" ] @@ -142,12 +150,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ce138ebe1a3249359008c054c53b5aee", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# create a `Plot` instance\n", "plot = fpl.Plot(size=(600, 500))\n", @@ -192,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -216,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -237,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -257,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -270,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -282,7 +305,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -316,12 +339,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2c658310843f4d0bb1cadd993d7a26ab", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + } + ], "source": [ "# create another `Plot` instance\n", "plot_v = fpl.Plot(size=(600, 500))\n", @@ -351,94 +397,17 @@ " display(plot_v.show())" ] }, - { - "cell_type": "markdown", - "id": "b313eda1-6e6c-466f-9fd5-8b70c1d3c110", - "metadata": {}, - "source": [ - "### We can share controllers across plots\n", - "\n", - "This example creates a new plot, but it synchronizes the pan-zoom controller" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "86e70b1e-4328-4035-b992-70dff16d2a69", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_sync = fpl.Plot(controller=plot_v.controller, size=(600, 500))\n", - "\n", - "data = np.random.rand(512, 512)\n", - "\n", - "image_graphic_instance = plot_sync.add_image(data=data, cmap=\"viridis\")\n", - "\n", - "# you will need to define a new animation function for this graphic\n", - "def update_data_2():\n", - " new_data = np.random.rand(512, 512)\n", - " # alternatively, you can use the stored reference to the graphic as well instead of indexing the Plot\n", - " image_graphic_instance.data = new_data\n", - "\n", - "plot_sync.add_animations(update_data_2)\n", - "\n", - "plot_sync.show()" - ] - }, - { - "cell_type": "markdown", - "id": "f226c9c2-8d0e-41ab-9ab9-1ae31fd91de5", - "metadata": {}, - "source": [ - "#### Keeping a reference to the Graphic instance, as shown above `image_graphic_instance`, is useful if you're creating something where you need flexibility in the naming of the graphics" - ] - }, { "cell_type": "code", - "execution_count": null, - "id": "bd073e07-5721-4957-8a16-0767b9d64d25", + "execution_count": 13, + "id": "99d234c6-220a-4093-a6a0-6036d2e40000", "metadata": { "tags": [] }, "outputs": [], "source": [ - "sc.close()" - ] - }, - { - "cell_type": "markdown", - "id": "d11fabb7-7c76-4e94-893d-80ed9ee3be3d", - "metadata": {}, - "source": [ - "### You can also use `ipywidgets.VBox` and `HBox` to stack plots." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ef9743b3-5f81-4b79-9502-fa5fca08e56d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "VBox([plot_v.show(), plot_sync.show()])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e8b3468a-0c92-42b0-8158-6c3c4cb83fa1", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# close plots\n", "plot_v.close()\n", - "plot_sync.close()" + "sc.close()" ] }, { From f7facc6d7e0033843c4a80354dc68df7fee4bd85 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 21:26:02 -0400 Subject: [PATCH 27/31] update comments, small edits --- image.ipynb | 146 ++++++++++++++------ lines.ipynb | 379 ++++++++++++++++++++++++++++++++-------------------- 2 files changed, 342 insertions(+), 183 deletions(-) diff --git a/image.ipynb b/image.ipynb index 889e4fe..207c4d9 100644 --- a/image.ipynb +++ b/image.ipynb @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 10, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -87,7 +87,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 11, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -110,7 +110,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 12, "id": "99f0c624-85a6-4a42-92b0-30b0b04075b4", "metadata": { "tags": [] @@ -122,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 13, "id": "630e4762-de01-47fe-be9d-547182a1fbf9", "metadata": { "tags": [] @@ -150,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 14, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] @@ -159,7 +159,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ce138ebe1a3249359008c054c53b5aee", + "model_id": "b82eaf5ed8ef4e72a5168a6a5afc8e8a", "version_major": 2, "version_minor": 0 }, @@ -215,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 38, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -228,7 +228,9 @@ { "cell_type": "markdown", "id": "7303677c-9f7a-44dd-8660-eced0cdca565", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "### Slicing data\n", "\n", @@ -239,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 39, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -260,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 40, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -280,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 41, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -293,7 +295,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 42, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -305,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 43, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -339,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 44, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] @@ -348,7 +350,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2c658310843f4d0bb1cadd993d7a26ab", + "model_id": "d284e575b6ef4aa29aee138feb152a34", "version_major": 2, "version_minor": 0 }, @@ -358,14 +360,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] } ], "source": [ @@ -399,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 45, "id": "99d234c6-220a-4093-a6a0-6036d2e40000", "metadata": { "tags": [] @@ -430,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -443,12 +437,42 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7055881e2efa4143be1a3cdec4f26bf1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1e1d7a4510f94877b53ee9a9dac3b34c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "plot_movie = fpl.Plot()\n", "\n", @@ -481,14 +505,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "7f32b582-b01d-41ab-bcfb-88ddcf1fd3be", "metadata": { "tags": [] }, "outputs": [], "source": [ - "plot_movie.close()" + "plot_movie.close()\n", + "slider.close()" ] }, { @@ -501,7 +526,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "d64091d5-4071-49b0-b852-348657e9abbd", "metadata": { "tags": [] @@ -514,12 +539,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "0377bd4e-ba0a-48e9-a647-a8ee7d770afa", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(1309, 30, 512, 512)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "movie.shape" ] @@ -534,12 +570,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1e0a947e28224892a5653a3ed560d67b", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "iw = fpl.ImageWidget(\n", " data=movie,\n", @@ -553,7 +604,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", "metadata": { "tags": [] @@ -578,7 +629,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -591,7 +642,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", "metadata": { "tags": [] @@ -612,12 +663,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "8a1b7240246b4128b4c39d49aeb5d17e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# get a list of txy arrays for each plane\n", "planes = [movie[:, i] for i in range(movie.shape[1])]\n", @@ -638,7 +704,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "e49e7b96-c1a7-4c1f-956a-1bab482b0ce0", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index e42a1f9..28c4752 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": { "tags": [] @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "9bf0017a-e319-4f4c-8bf8-91cff3755099", "metadata": { "tags": [] @@ -79,12 +79,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a0ff27a520e84a6da3af0cd0075cb545", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Create a plot instance\n", "plot_l = fpl.Plot(size=(600, 300))\n", @@ -105,50 +120,6 @@ " display(plot_l.show())" ] }, - { - "cell_type": "markdown", - "id": "6f2fb6e9-a4c8-473f-969f-9e0e1fe26184", - "metadata": {}, - "source": [ - "### \"stretching\" the camera, useful for large timeseries data\n", - "\n", - "Set `maintain_aspect = False` on a camera, and then use the right mouse button and move the mouse to stretch and squeeze the view!\n", - "\n", - "You can also click the `1:1` button to toggle this." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ccda4b46-147e-41d5-a9b2-4e36c307ca16", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_l.camera.maintain_aspect = False" - ] - }, - { - "cell_type": "markdown", - "id": "543bca00-ac5b-4ce1-89aa-2b4a9a4071c8", - "metadata": {}, - "source": [ - "### reset the plot area" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3d330edd-8455-4897-b1a5-9d1a344f108b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_l.auto_scale(maintain_aspect=True)" - ] - }, { "cell_type": "markdown", "id": "2200da08-205e-4ae0-a3e7-9ec4049606c9", @@ -159,7 +130,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -172,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -184,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -196,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -210,7 +181,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -231,7 +202,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -247,15 +218,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FeatureEvent @ 0x7f0e24686210\n", + "type: colors\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.],\n", + " [0., 1., 1., 1.]], dtype=float32)}\n", + "\n" + ] + } + ], "source": [ "# more complex indexing of colors\n", - "# from point 15 - 30, set every 3rd point as \"cyan\"\n", + "# from point 15 - 50, set every 3rd point as \"cyan\"\n", "cosine_graphic.colors[15:50:3] = \"cyan\"" ] }, @@ -269,43 +262,46 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# directly set cosine data from sine data\n", "cosine_graphic.data[10:50:5, :2] = sine[10:50:5]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# change y-values of index 90 on to 7\n", "cosine_graphic.data[90:, 1] = 7" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# first index of cosine data = new array \n", "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -326,12 +322,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f1cef40c7cd144cc82335a0e842dd823", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 300))\n", "\n", @@ -345,7 +356,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -357,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -369,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -381,7 +392,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -403,13 +414,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# qualitatively set the cmap values\n", "cmap_values = [0] * 25 + [1] * 5 + [2] * 50 + [3] * 20\n", "plot[\"sine\"].cmap.values = cmap_values" ] @@ -424,19 +436,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "53c12b6b-485e-4623-a111-46127206223b", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# now change the cmap to new cmap with those same cmap values\n", "plot[\"sine\"].cmap = \"tab10\"" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -465,7 +478,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -503,12 +516,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "5b24569e2f774b83a38c0e1263e53593", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 600))\n", "\n", @@ -535,7 +563,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -556,7 +584,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -572,12 +600,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a4aa8a4a7668476da598901a33ccf4f2", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -596,7 +639,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -616,7 +659,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -629,12 +672,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1,\n", + " 0, 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1,\n", + " 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0,\n", + " 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1,\n", + " 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1,\n", + " 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0,\n", + " 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1,\n", + " 1])" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "classifier = np.zeros(len(contours), dtype=int)\n", "classifier[accepted_ixs] = 1\n", @@ -644,7 +705,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -689,7 +750,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -702,12 +763,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.99, 0.01, 0.03, 0.02, 0.97, 0.07, 0.16, 0.13, 0.00, 0.00, 0.12,\n", + " 0.00, 0.05, 0.45, 0.95, 1.00, 0.33, 0.00, 0.03, 0.00, 0.98, 0.13,\n", + " 0.01, 0.03, 0.49, 0.19, 0.98, 0.19, 0.96, 0.51, 0.05, 0.98, 0.01,\n", + " 0.08, 0.00, 0.03, 0.03, 0.73, 0.00, 1.00, 0.02, 0.87, 0.83, 0.73,\n", + " 0.24, 0.51, 0.78, 0.57, 0.04, 0.25, 0.00, 1.00, 0.99, 0.19, 0.03,\n", + " 1.00, 0.01, 0.21, 0.12, 0.99, 0.88, 0.02, 0.04, 0.22, 0.14, 0.58,\n", + " 1.00, 0.90, 0.04, 0.12, 0.12, 1.00, 0.36, 0.07, 0.07, 0.22, 0.10,\n", + " 0.00, 0.86, 0.12, 0.23, 0.06, 0.68, 0.12, 0.02, 0.02, 0.10, 0.96,\n", + " 1.00, 0.13, 0.17, 0.15, 1.00, 0.03, 0.00, 0.87, 0.02, 0.97, 0.94,\n", + " 0.06, 0.34, 0.01, 0.74, 0.00, 0.85, 0.08, 0.29, 0.35, 0.79, 1.00,\n", + " 0.15, 0.03, 0.45, 0.01, 1.00, 0.96, 0.58, 0.06, 0.00, 0.07, 0.91,\n", + " 0.45, 0.99, 0.29, 0.93, 1.00, 1.00, 0.01, 0.03, 0.00, 1.00, 0.00,\n", + " 0.98, 0.47, 0.01, 0.03, 0.07, 0.01, 0.85, 0.07, 1.00, 1.00, 0.23,\n", + " 0.06, 0.96, 0.49, 0.26, 0.00, 1.00, 0.00, 0.33, 0.02, 0.82, 0.86,\n", + " 0.98], dtype=float32)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "np.set_printoptions(formatter={'float': lambda x: \"{0:0.2f}\".format(x)})\n", "\n", @@ -716,7 +802,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", "metadata": { "tags": [] @@ -727,50 +813,6 @@ "contours_graphic.cmap_values = cnn_preds" ] }, - { - "cell_type": "markdown", - "id": "6a192fd2-030b-4c49-9ed3-146415601347", - "metadata": {}, - "source": [ - "## low confidence: purple\n", - "\n", - "## high confidence: yellow" - ] - }, - { - "cell_type": "markdown", - "id": "f60c6fb2-1d73-4d8b-ac5d-3d37a216d071", - "metadata": {}, - "source": [ - "#### another quantitative measure, spatial consistency" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "45e4a308-55bb-4484-82db-9d339682f2b7", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# load in r_vals\n", - "r_vals = np.load('./fpl-scipy2023-data/neural_data/r_vals.npy')\n", - "r_vals" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4d563477-4204-4831-b9c2-5203c16aa727", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "contours_graphic.cmap_values = r_vals" - ] - }, { "cell_type": "markdown", "id": "90e7e79a-2879-454a-9293-e8abda55808e", @@ -781,12 +823,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([1.31, 0.99, 0.61, 0.61, 0.79, 0.76, 0.07, 0.21, 0.83, 0.72, 0.51,\n", + " 0.07, 0.09, 0.17, 1.22, 0.60, 0.46, 0.62, 0.32, 0.64, 0.61, 0.54,\n", + " 0.60, 0.65, 0.30, 0.30, 0.61, 0.32, 1.20, 0.57, 0.46, 1.03, 0.73,\n", + " 0.41, 0.20, 0.52, 0.09, -0.15, 1.05, 0.38, 0.42, 1.17, 0.74, 0.42,\n", + " 0.32, 0.22, 0.38, -0.07, 0.35, -0.08, 0.71, 0.45, 0.34, 0.03, 0.29,\n", + " 0.62, 0.77, 0.51, 0.63, 0.96, 0.63, 0.65, 0.45, 0.32, 0.42, 0.19,\n", + " 0.91, 0.78, 0.36, 0.51, 0.32, 1.16, 0.06, 0.46, 0.66, 0.58, 0.34,\n", + " 0.47, 0.02, -0.15, 0.14, 0.40, 0.17, 0.16, 0.20, -0.41, 0.11, 0.42,\n", + " 1.23, 0.14, 0.23, 0.25, 0.21, 0.50, 0.19, 0.72, 0.48, 0.02, 0.19,\n", + " 0.55, 0.11, 0.36, -0.31, 0.57, 0.29, -0.31, 0.24, 1.04, 0.14, 0.56,\n", + " -0.22, 0.39, 0.32, 0.14, 0.88, 0.84, 0.58, 0.42, 0.48, 0.32, 0.85,\n", + " 0.22, 0.57, -0.28, 0.61, 1.41, 1.23, 0.64, 1.12, 1.06, 1.09, 0.52,\n", + " 0.89, 0.57, 0.53, 0.81, 0.56, 0.36, 0.70, 0.56, 0.97, 1.10, 0.89,\n", + " 0.67, 0.79, 0.58, 0.71, 0.57, 0.75, 0.73, 0.53, 0.82, 0.60, 0.02,\n", + " 1.08])" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# load in SNR comps\n", "snr_comps = np.load('./fpl-scipy2023-data/neural_data/SNR_comps.npy')\n", @@ -795,7 +862,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] @@ -817,7 +884,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -846,7 +913,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -862,24 +929,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(500, 2000)" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data.shape" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2be1fb1393a54c5e964dc64d68284a31", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot = fpl.Plot(size=(600, 500), canvas=\"jupyter\")\n", "\n", @@ -903,7 +996,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -926,7 +1019,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 63, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] @@ -946,7 +1039,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] @@ -958,7 +1051,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 65, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] From 0ece67805c87db1b8df6aaa981675944604decca Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Wed, 12 Jul 2023 22:21:20 -0400 Subject: [PATCH 28/31] latest changes --- image.ipynb | 10 +--- interactivity.ipynb | 55 ++++++++++++++++--- lines.ipynb | 131 ++++++++++++++++++++++++++++++++------------ 3 files changed, 145 insertions(+), 51 deletions(-) diff --git a/image.ipynb b/image.ipynb index 207c4d9..b1dac91 100644 --- a/image.ipynb +++ b/image.ipynb @@ -41,15 +41,11 @@ "id": "03169ecd-8916-4ddd-a023-066f7be7d648", "metadata": {}, "source": [ - "# Running demos on an ancient Quadro P500 laptop GPU\n", + "# Running remotely on a workstation on the East Coast!!\n", "\n", - "## nearly 6 years old\n", + "Using Jupyter remote frame buffer: https://github.com/vispy/jupyter_rfb\n", "\n", - "Benchmark - 1,555\n", - "\n", - "Nothing compared to midrange GPU, RTX 3060 Ti: 20,633\n", - "\n", - "https://www.videocardbenchmark.net/gpu.php?gpu=Quadro+P500&id=3911" + "Rendering all being done on remote GPU. We are only displaying a rasterized image in the Jupyter canvas." ] }, { diff --git a/interactivity.ipynb b/interactivity.ipynb index 5720664..a9f2b8d 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "e71723e0-aa1c-49ee-b141-a720c4ea46dc", "metadata": { "tags": [] @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "6193b269-fbac-46de-9404-e9fc4097c068", "metadata": { "tags": [] @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "4315315a-32cc-4bae-939b-d2bfd300aefa", "metadata": { "tags": [] @@ -103,12 +103,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "93e26775-3d24-4eb4-8831-fae5cb5fd71c", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a1cecb0a8f4b408783ae703c37624f2e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0136aea73e49401b92d017b06ad14fa9", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# for the image data and contours\n", "cnmf_iw = fpl.ImageWidget(\n", @@ -131,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "f99342b0-27c0-4b1a-9091-0ec3cde9632f", "metadata": { "tags": [] @@ -149,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "99a3d096-3b72-4c20-98c8-a5fb27ab8fe3", "metadata": { "tags": [] @@ -169,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "0a4968fc-1926-4eb7-85a5-2bedf1581b7f", "metadata": { "tags": [] @@ -219,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "f7b78a88-7aa5-4de7-a796-4a99514631c8", "metadata": { "tags": [] diff --git a/lines.ipynb b/lines.ipynb index 28c4752..b56ad87 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -540,7 +540,7 @@ "source": [ "plot = fpl.Plot(size=(600, 600))\n", "\n", - "# highest values, lowest values, mid-high values, mid values\n", + "# things like class labels, cluster labels, etc.\n", "cmap_values = [\n", " 0, 1, 1, 2,\n", " 0, 0, 1, 1,\n", @@ -584,7 +584,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 2, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -600,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 3, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] @@ -609,7 +609,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a4aa8a4a7668476da598901a33ccf4f2", + "model_id": "74d7bd4521d44f0fb5c3d2327892b23c", "version_major": 2, "version_minor": 0 }, @@ -619,6 +619,14 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] } ], "source": [ @@ -639,7 +647,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 4, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -659,7 +667,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 5, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -672,7 +680,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 6, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] @@ -691,7 +699,7 @@ " 1])" ] }, - "execution_count": 49, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -705,7 +713,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 7, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -750,7 +758,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 8, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -763,7 +771,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 9, "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] @@ -789,7 +797,7 @@ " 0.98], dtype=float32)" ] }, - "execution_count": 52, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -802,7 +810,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 10, "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", "metadata": { "tags": [] @@ -813,6 +821,15 @@ "contours_graphic.cmap_values = cnn_preds" ] }, + { + "cell_type": "markdown", + "id": "a1819a02-815b-4196-bae4-06ec2e4a74a2", + "metadata": {}, + "source": [ + "## low confidence: purple\n", + "## high confidence: yellow" + ] + }, { "cell_type": "markdown", "id": "90e7e79a-2879-454a-9293-e8abda55808e", @@ -823,7 +840,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 11, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] @@ -849,7 +866,7 @@ " 1.08])" ] }, - "execution_count": 56, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -862,7 +879,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 12, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] @@ -884,7 +901,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 13, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -913,7 +930,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 14, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -929,7 +946,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 15, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] @@ -941,7 +958,7 @@ "(500, 2000)" ] }, - "execution_count": 60, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -952,7 +969,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 16, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] @@ -961,7 +978,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2be1fb1393a54c5e964dc64d68284a31", + "model_id": "d64d411174614bb88ebe5637fbd0b156", "version_major": 2, "version_minor": 0 }, @@ -996,7 +1013,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 17, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -1019,7 +1036,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 18, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] @@ -1039,7 +1056,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 19, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] @@ -1051,7 +1068,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 20, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -1075,7 +1092,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1093,12 +1110,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "fd662b323d6b444a9619bac4a6349aae", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# data to plot\n", "xs = np.linspace(0, 100, 1_000)\n", @@ -1150,7 +1182,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1171,7 +1203,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": { "tags": [] @@ -1183,12 +1215,41 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b2cc28cfe9414e7e8e67451fccf7a310", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a02d14b7fad44f148715427a2f8cb638", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "RFBOutputContext()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# create plot\n", "plot = fpl.GridPlot(shape=(1,2), names=[[\"heatmap\", \"timeseries\"]])\n", @@ -1247,7 +1308,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", "metadata": { "tags": [] @@ -1259,7 +1320,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "id": "4447805e-c477-48b4-8dc1-8740c2a70232", "metadata": { "tags": [] From 57e3f016b0e40d8f52b89bf1e7ed0a0113aee8a6 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Thu, 13 Jul 2023 10:21:30 -0400 Subject: [PATCH 29/31] final nb check --- image.ipynb | 161 +++++++++++++++--------------------------- interactivity.ipynb | 4 +- lines.ipynb | 168 +++++++++++++++++++++++--------------------- 3 files changed, 146 insertions(+), 187 deletions(-) diff --git a/image.ipynb b/image.ipynb index b1dac91..7b6d92a 100644 --- a/image.ipynb +++ b/image.ipynb @@ -45,7 +45,10 @@ "\n", "Using Jupyter remote frame buffer: https://github.com/vispy/jupyter_rfb\n", "\n", - "Rendering all being done on remote GPU. We are only displaying a rasterized image in the Jupyter canvas." + "Rendering all being done on remote GPU. We are only displaying a rasterized image in the Jupyter canvas.\n", + "\n", + "### GPU: Nvidia RTX 3090\n", + "### CPU: AMD Ryzen 16 core (5950X)\n" ] }, { @@ -68,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "id": "9aeb2e39-cc13-4662-ada0-cfed7ee2b26c", "metadata": { "tags": [] @@ -83,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 2, "id": "fb57c3d3-f20d-4d88-9e7a-04b9309bc637", "metadata": { "tags": [] @@ -106,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 3, "id": "99f0c624-85a6-4a42-92b0-30b0b04075b4", "metadata": { "tags": [] @@ -118,7 +121,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "id": "630e4762-de01-47fe-be9d-547182a1fbf9", "metadata": { "tags": [] @@ -146,7 +149,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "id": "237823b7-e2c0-4e2f-9ee8-e3fc2b4453c4", "metadata": { "tags": [] @@ -155,7 +158,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b82eaf5ed8ef4e72a5168a6a5afc8e8a", + "model_id": "a467572f837444d2bd1ebac5fbdaec9b", "version_major": 2, "version_minor": 0 }, @@ -211,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 6, "id": "de816c88-1c4a-4071-8a5e-c46c93671ef5", "metadata": { "tags": [] @@ -237,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 7, "id": "83b2db1b-2783-4e89-bcf3-66bb6e09e18a", "metadata": { "tags": [] @@ -258,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 8, "id": "3e298c1c-7551-4401-ade0-b9af7d2bbe23", "metadata": { "tags": [] @@ -278,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 9, "id": "ea100318-023c-4963-b859-8c2a8fcce301", "metadata": { "tags": [] @@ -291,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 10, "id": "a1320f9f-fff5-4b9b-9a49-0695042ab8ab", "metadata": { "tags": [] @@ -303,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 11, "id": "4c369d3d-7219-4231-80cd-ce82b6a67a20", "metadata": { "tags": [] @@ -337,7 +340,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 12, "id": "aadd757f-6379-4f52-a709-46aa57c56216", "metadata": { "tags": [] @@ -346,7 +349,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d284e575b6ef4aa29aee138feb152a34", + "model_id": "7eb6c0c85c334acd8765084783e4e983", "version_major": 2, "version_minor": 0 }, @@ -356,6 +359,14 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] } ], "source": [ @@ -389,7 +400,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 13, "id": "99d234c6-220a-4093-a6a0-6036d2e40000", "metadata": { "tags": [] @@ -420,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 14, "id": "5139ad7c-2d72-402b-9239-27dcf5bd0c89", "metadata": { "tags": [] @@ -433,7 +444,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 15, "id": "207632a8-9f7d-4931-bebc-b43a49e63b9e", "metadata": { "tags": [] @@ -442,7 +453,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7055881e2efa4143be1a3cdec4f26bf1", + "model_id": "7e30cb38619144d59d4e9e98b8ef0e7f", "version_major": 2, "version_minor": 0 }, @@ -456,7 +467,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1e1d7a4510f94877b53ee9a9dac3b34c", + "model_id": "53d54426e28d46f7bc92ba32ab587572", "version_major": 2, "version_minor": 0 }, @@ -464,7 +475,7 @@ "VBox(children=(VBox(children=(JupyterWgpuCanvas(), HBox(children=(Button(icon='expand-arrows-alt', layout=Layo…" ] }, - "execution_count": 47, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -564,10 +575,18 @@ "This is `[t, z, x, y]`" ] }, + { + "cell_type": "markdown", + "id": "a1992f2b-abb5-42c8-990b-78d3a1698811", + "metadata": {}, + "source": [ + "## View each plane in a separate subplot" + ] + }, { "cell_type": "code", - "execution_count": 19, - "id": "7a76119e-2035-48ba-9a88-a8a6f64a3365", + "execution_count": 38, + "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", "metadata": { "tags": [] }, @@ -575,7 +594,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1e0a947e28224892a5653a3ed560d67b", + "model_id": "8a1b7240246b4128b4c39d49aeb5d17e", "version_major": 2, "version_minor": 0 }, @@ -588,26 +607,18 @@ } ], "source": [ + "# get a list of txy arrays for each plane\n", + "planes = [movie[:, i] for i in range(movie.shape[1])]\n", + "\n", "iw = fpl.ImageWidget(\n", - " data=movie,\n", - " vmin_vmax_sliders=True,\n", - " dims_order=\"tzxy\",\n", - " slider_dims=[\"t\", \"z\"],\n", - " grid_plot_kwargs={\"size\": (600, 500)},\n", + " data=planes,\n", + " vmin_vmax_sliders=False,\n", + " grid_plot_kwargs={\"size\": (600, 500), \"controllers\": \"sync\"},\n", " cmap=\"gnuplot2\"\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "6cac96f4-a8e9-481a-8014-2d2570c04db3", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sc = Sidecar(title=\"zebra fish\")\n", + ")\n", + "\n", + "\n", + "sc = Sidecar(title=\"zfish planes\")\n", "\n", "with sc:\n", " display(iw.show())" @@ -625,7 +636,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 21, "id": "d29c857c-78f8-4bc5-a00f-83d9985eaeb7", "metadata": { "tags": [] @@ -638,69 +649,7 @@ }, { "cell_type": "code", - "execution_count": 37, - "id": "86261ca9-1cd8-43ee-ad72-7a05b3489510", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "iw.gridplot.close()\n", - "sc.close()" - ] - }, - { - "cell_type": "markdown", - "id": "a1992f2b-abb5-42c8-990b-78d3a1698811", - "metadata": {}, - "source": [ - "## View each plane in a separate subplot" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8a1b7240246b4128b4c39d49aeb5d17e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "RFBOutputContext()" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get a list of txy arrays for each plane\n", - "planes = [movie[:, i] for i in range(movie.shape[1])]\n", - "\n", - "iw = fpl.ImageWidget(\n", - " data=planes,\n", - " vmin_vmax_sliders=False,\n", - " grid_plot_kwargs={\"size\": (600, 500), \"controllers\": \"sync\"},\n", - " cmap=\"gnuplot2\"\n", - ")\n", - "\n", - "\n", - "sc = Sidecar(title=\"zfish planes\")\n", - "\n", - "with sc:\n", - " display(iw.show())" - ] - }, - { - "cell_type": "code", - "execution_count": 39, + "execution_count": 22, "id": "e49e7b96-c1a7-4c1f-956a-1bab482b0ce0", "metadata": { "tags": [] diff --git a/interactivity.ipynb b/interactivity.ipynb index a9f2b8d..ce746de 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -112,7 +112,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a1cecb0a8f4b408783ae703c37624f2e", + "model_id": "c392ec33c3e5471786a54249d9a343ae", "version_major": 2, "version_minor": 0 }, @@ -134,7 +134,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0136aea73e49401b92d017b06ad14fa9", + "model_id": "e0031da71f6641b0a4dab8565c7a2050", "version_major": 2, "version_minor": 0 }, diff --git a/lines.ipynb b/lines.ipynb index b56ad87..90ce24c 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -79,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 3, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] @@ -88,7 +88,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a0ff27a520e84a6da3af0cd0075cb545", + "model_id": "2bd1f833644346e7b2049437a7899940", "version_major": 2, "version_minor": 0 }, @@ -98,6 +98,14 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", + " warn(f\"converting {array.dtype} array to float32\")\n" + ] } ], "source": [ @@ -130,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 4, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -143,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 5, "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", "metadata": { "tags": [] @@ -155,7 +163,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 6, "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", "metadata": { "tags": [] @@ -167,7 +175,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 7, "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", "metadata": { "tags": [] @@ -181,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 8, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] @@ -202,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 9, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -218,7 +226,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 10, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] @@ -228,9 +236,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "FeatureEvent @ 0x7f0e24686210\n", + "FeatureEvent @ 0x7f4624c7b890\n", "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", @@ -262,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", "metadata": { "tags": [] @@ -275,7 +283,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 12, "id": "275db669-c683-4f0f-99d0-07eda64bbb40", "metadata": { "tags": [] @@ -288,12 +296,21 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 13, "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", + " warn(f\"converting {array.dtype} array to int32\")\n" + ] + } + ], "source": [ "# first index of cosine data = new array \n", "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" @@ -301,7 +318,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 14, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -322,7 +339,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 15, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] @@ -331,7 +348,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f1cef40c7cd144cc82335a0e842dd823", + "model_id": "b0c19c64bb334e60ab30ae390e31b797", "version_major": 2, "version_minor": 0 }, @@ -356,7 +373,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 16, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] @@ -368,7 +385,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 17, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] @@ -380,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 18, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] @@ -392,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 19, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] @@ -414,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 20, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -436,7 +453,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 21, "id": "53c12b6b-485e-4623-a111-46127206223b", "metadata": { "tags": [] @@ -449,7 +466,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 22, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -478,7 +495,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 23, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -516,7 +533,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 24, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] @@ -525,7 +542,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5b24569e2f774b83a38c0e1263e53593", + "model_id": "c30464614a97427a932c589ea996e609", "version_major": 2, "version_minor": 0 }, @@ -563,7 +580,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 25, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -584,7 +601,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 26, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -600,7 +617,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 27, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] @@ -609,7 +626,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "74d7bd4521d44f0fb5c3d2327892b23c", + "model_id": "fdf5d60884f041aca94d996d6d8ea4e1", "version_major": 2, "version_minor": 0 }, @@ -619,14 +636,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:34: UserWarning: converting float64 array to float32\n", - " warn(f\"converting {array.dtype} array to float32\")\n" - ] } ], "source": [ @@ -647,7 +656,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 28, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -667,7 +676,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 29, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -680,7 +689,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 30, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] @@ -699,7 +708,7 @@ " 1])" ] }, - "execution_count": 6, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -713,7 +722,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 31, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -758,7 +767,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 32, "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", "metadata": { "tags": [] @@ -771,7 +780,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 33, "id": "a21940fb-80d7-412b-812a-bcfe03484c75", "metadata": { "tags": [] @@ -797,7 +806,7 @@ " 0.98], dtype=float32)" ] }, - "execution_count": 9, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -810,7 +819,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 34, "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", "metadata": { "tags": [] @@ -840,7 +849,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 35, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] @@ -866,7 +875,7 @@ " 1.08])" ] }, - "execution_count": 11, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -879,7 +888,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 36, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] @@ -901,7 +910,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 37, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -930,23 +939,23 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 42, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] }, "outputs": [], "source": [ - "xs = np.linspace(0, 1_000, 2_000)\n", + "xs = np.linspace(0, 2_000, 3_000)\n", "# sine wave\n", "ys = np.sin(xs) * 20\n", "\n", - "data = np.vstack([ys] * 500)" + "data = np.vstack([ys] * 1_000)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 43, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] @@ -955,10 +964,10 @@ { "data": { "text/plain": [ - "(500, 2000)" + "(1000, 3000)" ] }, - "execution_count": 15, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -969,7 +978,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 44, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] @@ -978,7 +987,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d64d411174614bb88ebe5637fbd0b156", + "model_id": "e66d26f73ad04fc5b5f1a170dd10377e", "version_major": 2, "version_minor": 0 }, @@ -1013,7 +1022,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 45, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -1030,20 +1039,20 @@ "source": [ "**more numpy-like indexing :D**\n", "\n", - "Set the cmap of the first 250 individual lines to `plasma`. \n", + "Set the cmap of the first 500 individual lines to `plasma`. \n", "This sets the cmap _along the line_" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 47, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] }, "outputs": [], "source": [ - "plot[\"many-lines\"][:250].cmap = \"plasma\"" + "plot[\"many-lines\"][:500].cmap = \"plasma\"" ] }, { @@ -1051,24 +1060,25 @@ "id": "394a267f-ff08-43df-844b-0a311e009dfd", "metadata": {}, "source": [ - "Every 5th datapoint to \"white\"" + "Every 5th datapoint to \"white\" or \"black\"" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 50, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] }, "outputs": [], "source": [ - "plot[\"many-lines\"][:250].colors[::5] = \"w\"" + "plot[\"many-lines\"][:500].colors[::5] = \"w\"\n", + "plot[\"many-lines\"][500:].colors[::5] = \"black\"" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 51, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -1092,7 +1102,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 52, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1110,7 +1120,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 53, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] @@ -1119,7 +1129,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fd662b323d6b444a9619bac4a6349aae", + "model_id": "1982d7a992db4d46908c568dd6b8c20b", "version_major": 2, "version_minor": 0 }, @@ -1182,7 +1192,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 54, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1203,7 +1213,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 55, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": { "tags": [] @@ -1215,7 +1225,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 56, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": { "tags": [] @@ -1224,7 +1234,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b2cc28cfe9414e7e8e67451fccf7a310", + "model_id": "04e1783cc188442c8b06c1306ef5133b", "version_major": 2, "version_minor": 0 }, @@ -1238,7 +1248,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a02d14b7fad44f148715427a2f8cb638", + "model_id": "2128baff0727426f89924aae4f8438f5", "version_major": 2, "version_minor": 0 }, @@ -1308,7 +1318,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 57, "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", "metadata": { "tags": [] @@ -1320,7 +1330,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 58, "id": "4447805e-c477-48b4-8dc1-8740c2a70232", "metadata": { "tags": [] From f2865e3698f764cd8dd4d053437dc64e1de2cfc1 Mon Sep 17 00:00:00 2001 From: Caitlin Lewis Date: Fri, 14 Jul 2023 14:09:13 -0400 Subject: [PATCH 30/31] last changes --- image.ipynb | 45 +++++- interactivity.ipynb | 4 +- lines.ipynb | 344 ++++++++++++-------------------------------- 3 files changed, 134 insertions(+), 259 deletions(-) diff --git a/image.ipynb b/image.ipynb index 7b6d92a..9f5bb5b 100644 --- a/image.ipynb +++ b/image.ipynb @@ -158,7 +158,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a467572f837444d2bd1ebac5fbdaec9b", + "model_id": "06aa06e6af134d61bb3a40df62a601c2", "version_major": 2, "version_minor": 0 }, @@ -349,7 +349,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7eb6c0c85c334acd8765084783e4e983", + "model_id": "140a3876e95c46c784ca047e1aeb8fab", "version_major": 2, "version_minor": 0 }, @@ -453,7 +453,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7e30cb38619144d59d4e9e98b8ef0e7f", + "model_id": "2b0b5a73f52744eaa29a75685d10ed7c", "version_major": 2, "version_minor": 0 }, @@ -467,7 +467,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "53d54426e28d46f7bc92ba32ab587572", + "model_id": "0edf24e9f6764619877928989b16e4ce", "version_major": 2, "version_minor": 0 }, @@ -528,7 +528,11 @@ "id": "f672dcd8-f55b-4476-b72a-d7a292fee32e", "metadata": {}, "source": [ - "## `ImageWidget` using zebrafish data" + "## `ImageWidget` using zebrafish whole-brain data\n", + "\n", + "## Supports numpy-like array objects and large array formats including: memmaps, zarr, hdf5, etc. via lazy loading\n", + "\n", + "#### Visualization is limited by file-formats and file system access performance: it will work with files of arbitrary size!" ] }, { @@ -585,7 +589,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 19, "id": "770f8242-e8ff-40fc-86c3-9d44abca85d6", "metadata": { "tags": [] @@ -594,7 +598,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8a1b7240246b4128b4c39d49aeb5d17e", + "model_id": "92df5a7b047e44e18374c9f85ec2ac14", "version_major": 2, "version_minor": 0 }, @@ -624,6 +628,19 @@ " display(iw.show())" ] }, + { + "cell_type": "code", + "execution_count": 20, + "id": "4329ac46-7820-4a4b-8b03-dbbc1d7b545e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "for subplot in iw.gridplot:\n", + " subplot[\"image_widget_managed\"].cmap.reset_vmin_vmax()" + ] + }, { "cell_type": "markdown", "id": "03c793fa-4d29-45d9-bf8c-c0b9133ee229", @@ -650,6 +667,20 @@ { "cell_type": "code", "execution_count": 22, + "id": "48951d83-c273-451d-84ce-be14cd7fc1c3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "for subplot in iw.gridplot:\n", + " subplot[\"image_widget_managed\"].cmap.vmin = -0.12\n", + " subplot[\"image_widget_managed\"].cmap.vmax = 2.3" + ] + }, + { + "cell_type": "code", + "execution_count": 23, "id": "e49e7b96-c1a7-4c1f-956a-1bab482b0ce0", "metadata": { "tags": [] diff --git a/interactivity.ipynb b/interactivity.ipynb index ce746de..93576f8 100644 --- a/interactivity.ipynb +++ b/interactivity.ipynb @@ -112,7 +112,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c392ec33c3e5471786a54249d9a343ae", + "model_id": "7a304a953bff41fd8716352cb1b733d9", "version_major": 2, "version_minor": 0 }, @@ -134,7 +134,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e0031da71f6641b0a4dab8565c7a2050", + "model_id": "fd443f94b80340bc94b30561abb3ce0b", "version_major": 2, "version_minor": 0 }, diff --git a/lines.ipynb b/lines.ipynb index 90ce24c..ca8e926 100644 --- a/lines.ipynb +++ b/lines.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "177e0cc3-870c-4570-bf59-af3528ba94bf", "metadata": { "tags": [] @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "9bf0017a-e319-4f4c-8bf8-91cff3755099", "metadata": { "tags": [] @@ -79,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "970a5baf-a27d-4030-9659-247fccb4eff6", "metadata": { "tags": [] @@ -88,7 +88,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2bd1f833644346e7b2049437a7899940", + "model_id": "2d4371cb3aad4a3591c998144d28127f", "version_major": 2, "version_minor": 0 }, @@ -138,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "633aa156-9443-41c4-beeb-b0db4e9a1099", "metadata": { "tags": [] @@ -146,57 +146,19 @@ "outputs": [], "source": [ "# indexing of colors\n", - "cosine_graphic.colors[:15] = \"magenta\"" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "f7a63c4d-1066-4204-a455-fc8adb67a78e", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "cosine_graphic.colors[90:] = \"red\"" + "cosine_graphic.colors[:40] = \"magenta\"" ] }, { "cell_type": "code", "execution_count": 6, - "id": "e89cd61d-1512-4cf5-86c6-f417a9148b7b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "cosine_graphic.colors[60] = \"w\"" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "b218174d-cecd-40e1-bd40-dc85239a5ed8", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# indexing to assign colormaps to entire lines or segments\n", - "sinc_graphic.cmap[10:50] = \"gray\"\n", - "sine_graphic.cmap = \"seismic\"" - ] - }, - { - "cell_type": "code", - "execution_count": 8, "id": "df876d25-42e1-4a19-ba00-25cbaf87b706", "metadata": { "tags": [] }, "outputs": [], "source": [ - "# more complex indexing, set the blue value directly from an array\n", + "# more complex indexing, set the red value directly from an array\n", "cosine_graphic.colors[65:90, 0] = np.linspace(0, 1, 90-65)" ] }, @@ -210,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "8bb73acd-a4a3-4660-baca-f044793b9ea5", "metadata": { "tags": [] @@ -226,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "id": "ff7e76ef-5bd8-42e0-8e7f-17e586324be8", "metadata": { "tags": [] @@ -236,9 +198,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "FeatureEvent @ 0x7f4624c7b890\n", + "FeatureEvent @ 0x7efe4bfa4e50\n", "type: colors\n", - "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", + "pick_info: {'index': range(15, 50, 3), 'collection-index': None, 'world_object': , 'new_data': array([[0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", " [0., 1., 1., 1.],\n", @@ -260,65 +222,9 @@ "cosine_graphic.colors[15:50:3] = \"cyan\"" ] }, - { - "cell_type": "markdown", - "id": "d67fcec7-ca2c-4403-9b79-23fefeb8c0d1", - "metadata": {}, - "source": [ - "### Graphic data is also indexable" - ] - }, { "cell_type": "code", - "execution_count": 11, - "id": "da210ca2-b881-4c35-b7ce-1129c0e02215", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# directly set cosine data from sine data\n", - "cosine_graphic.data[10:50:5, :2] = sine[10:50:5]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "275db669-c683-4f0f-99d0-07eda64bbb40", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# change y-values of index 90 on to 7\n", - "cosine_graphic.data[90:, 1] = 7" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "8a1c6d7d-09d3-4d22-9f6d-0ff5c32148f9", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/clewis7/repos/fastplotlib/fastplotlib/graphics/_features/_base.py:31: UserWarning: converting int64 array to int32\n", - " warn(f\"converting {array.dtype} array to int32\")\n" - ] - } - ], - "source": [ - "# first index of cosine data = new array \n", - "cosine_graphic.data[0] = np.array([[-10, 0, 0]])" - ] - }, - { - "cell_type": "code", - "execution_count": 14, + "execution_count": 9, "id": "44d55357-4bd9-47ba-9f39-001c12e83eb5", "metadata": { "tags": [] @@ -339,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 10, "id": "2c6eda00-3883-48d2-af14-31c5a4b6bcd1", "metadata": { "tags": [] @@ -348,7 +254,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b0c19c64bb334e60ab30ae390e31b797", + "model_id": "0c3f05008a0249869be6eea987829958", "version_major": 2, "version_minor": 0 }, @@ -373,49 +279,53 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 11, "id": "e3d190b5-a2c7-4ec4-918d-b934270bf1c4", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# set cmap \n", "plot[\"sine\"].cmap = \"jet\"" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 12, "id": "ff9eff43-16fb-477e-b201-da728f18d7e1", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# set cmap values equal sine wave y-values \n", "plot[\"sine\"].cmap.values = sine[:, 1]" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 13, "id": "74a592de-76be-4726-ae29-4a0b93ae9456", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# set cmap values equal to cosine wave y-values\n", "plot[\"sine\"].cmap.values = cosine[:, 1]" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 14, "id": "10be65e2-5dce-49d1-8bb7-c12bec835a2b", "metadata": { "tags": [] }, "outputs": [], "source": [ + "# change the cmap, cmap values remain the same\n", "plot[\"sine\"].cmap = \"viridis\"" ] }, @@ -431,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 15, "id": "6865697d-159e-47c1-a372-9fc350e02d31", "metadata": { "tags": [] @@ -453,7 +363,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 16, "id": "53c12b6b-485e-4623-a111-46127206223b", "metadata": { "tags": [] @@ -466,7 +376,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 17, "id": "bf9fbc9a-a887-45c9-921b-54d037aa1b57", "metadata": { "tags": [] @@ -495,7 +405,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 18, "id": "5d92ecd2-2177-4cd9-8643-c8691ee1e988", "metadata": { "tags": [] @@ -533,7 +443,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 19, "id": "c9f83313-60ef-4b58-baaf-bcbf3564eb31", "metadata": { "tags": [] @@ -542,7 +452,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c30464614a97427a932c589ea996e609", + "model_id": "2ec123f30def4c7f9fa7a196fde3f490", "version_major": 2, "version_minor": 0 }, @@ -580,7 +490,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 20, "id": "981bbd25-ca42-492d-a722-185ffc877462", "metadata": { "tags": [] @@ -601,7 +511,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 3, "id": "6901f4b7-d1f8-4747-b8b0-de078ae4c825", "metadata": { "tags": [] @@ -617,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 22, "id": "162a1602-2201-45be-bcc2-6fd7550cf0e4", "metadata": { "tags": [] @@ -626,7 +536,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fdf5d60884f041aca94d996d6d8ea4e1", + "model_id": "03ad937b478444248aac85fa2ae4c62d", "version_major": 2, "version_minor": 0 }, @@ -656,7 +566,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 23, "id": "2e34929f-55dd-43d5-8736-8253ad11d96e", "metadata": { "tags": [] @@ -676,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 24, "id": "6a9005e6-2c6b-4561-8890-0a576273e609", "metadata": { "tags": [] @@ -689,7 +599,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 25, "id": "63c95616-80d2-42aa-948b-2c5ea48c349d", "metadata": { "tags": [] @@ -708,7 +618,7 @@ " 1])" ] }, - "execution_count": 30, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -722,7 +632,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 26, "id": "83cb0f1b-7ade-4237-afb3-ad4516f893cd", "metadata": { "tags": [] @@ -757,88 +667,6 @@ "### cmaps for quantitative metrics " ] }, - { - "cell_type": "markdown", - "id": "2516bb91-04f3-4c65-ba17-7f1cc1c7188f", - "metadata": {}, - "source": [ - "#### CNN classifier output" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "b1319e04-e1b6-4c11-a887-314dba7d60fb", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# load in CNN predictions\n", - "cnn_preds = np.load('./fpl-scipy2023-data/neural_data/cnn_preds.npy')" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "a21940fb-80d7-412b-812a-bcfe03484c75", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0.99, 0.01, 0.03, 0.02, 0.97, 0.07, 0.16, 0.13, 0.00, 0.00, 0.12,\n", - " 0.00, 0.05, 0.45, 0.95, 1.00, 0.33, 0.00, 0.03, 0.00, 0.98, 0.13,\n", - " 0.01, 0.03, 0.49, 0.19, 0.98, 0.19, 0.96, 0.51, 0.05, 0.98, 0.01,\n", - " 0.08, 0.00, 0.03, 0.03, 0.73, 0.00, 1.00, 0.02, 0.87, 0.83, 0.73,\n", - " 0.24, 0.51, 0.78, 0.57, 0.04, 0.25, 0.00, 1.00, 0.99, 0.19, 0.03,\n", - " 1.00, 0.01, 0.21, 0.12, 0.99, 0.88, 0.02, 0.04, 0.22, 0.14, 0.58,\n", - " 1.00, 0.90, 0.04, 0.12, 0.12, 1.00, 0.36, 0.07, 0.07, 0.22, 0.10,\n", - " 0.00, 0.86, 0.12, 0.23, 0.06, 0.68, 0.12, 0.02, 0.02, 0.10, 0.96,\n", - " 1.00, 0.13, 0.17, 0.15, 1.00, 0.03, 0.00, 0.87, 0.02, 0.97, 0.94,\n", - " 0.06, 0.34, 0.01, 0.74, 0.00, 0.85, 0.08, 0.29, 0.35, 0.79, 1.00,\n", - " 0.15, 0.03, 0.45, 0.01, 1.00, 0.96, 0.58, 0.06, 0.00, 0.07, 0.91,\n", - " 0.45, 0.99, 0.29, 0.93, 1.00, 1.00, 0.01, 0.03, 0.00, 1.00, 0.00,\n", - " 0.98, 0.47, 0.01, 0.03, 0.07, 0.01, 0.85, 0.07, 1.00, 1.00, 0.23,\n", - " 0.06, 0.96, 0.49, 0.26, 0.00, 1.00, 0.00, 0.33, 0.02, 0.82, 0.86,\n", - " 0.98], dtype=float32)" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.set_printoptions(formatter={'float': lambda x: \"{0:0.2f}\".format(x)})\n", - "\n", - "cnn_preds" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "ecf880df-2bb8-41e0-8038-ea5af1f147c0", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "contours_graphic.cmap = \"spring\"\n", - "contours_graphic.cmap_values = cnn_preds" - ] - }, - { - "cell_type": "markdown", - "id": "a1819a02-815b-4196-bae4-06ec2e4a74a2", - "metadata": {}, - "source": [ - "## low confidence: purple\n", - "## high confidence: yellow" - ] - }, { "cell_type": "markdown", "id": "90e7e79a-2879-454a-9293-e8abda55808e", @@ -849,7 +677,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 27, "id": "f7490d2f-f667-445f-aeb8-d8d83de77372", "metadata": { "tags": [] @@ -858,24 +686,40 @@ { "data": { "text/plain": [ - "array([1.31, 0.99, 0.61, 0.61, 0.79, 0.76, 0.07, 0.21, 0.83, 0.72, 0.51,\n", - " 0.07, 0.09, 0.17, 1.22, 0.60, 0.46, 0.62, 0.32, 0.64, 0.61, 0.54,\n", - " 0.60, 0.65, 0.30, 0.30, 0.61, 0.32, 1.20, 0.57, 0.46, 1.03, 0.73,\n", - " 0.41, 0.20, 0.52, 0.09, -0.15, 1.05, 0.38, 0.42, 1.17, 0.74, 0.42,\n", - " 0.32, 0.22, 0.38, -0.07, 0.35, -0.08, 0.71, 0.45, 0.34, 0.03, 0.29,\n", - " 0.62, 0.77, 0.51, 0.63, 0.96, 0.63, 0.65, 0.45, 0.32, 0.42, 0.19,\n", - " 0.91, 0.78, 0.36, 0.51, 0.32, 1.16, 0.06, 0.46, 0.66, 0.58, 0.34,\n", - " 0.47, 0.02, -0.15, 0.14, 0.40, 0.17, 0.16, 0.20, -0.41, 0.11, 0.42,\n", - " 1.23, 0.14, 0.23, 0.25, 0.21, 0.50, 0.19, 0.72, 0.48, 0.02, 0.19,\n", - " 0.55, 0.11, 0.36, -0.31, 0.57, 0.29, -0.31, 0.24, 1.04, 0.14, 0.56,\n", - " -0.22, 0.39, 0.32, 0.14, 0.88, 0.84, 0.58, 0.42, 0.48, 0.32, 0.85,\n", - " 0.22, 0.57, -0.28, 0.61, 1.41, 1.23, 0.64, 1.12, 1.06, 1.09, 0.52,\n", - " 0.89, 0.57, 0.53, 0.81, 0.56, 0.36, 0.70, 0.56, 0.97, 1.10, 0.89,\n", - " 0.67, 0.79, 0.58, 0.71, 0.57, 0.75, 0.73, 0.53, 0.82, 0.60, 0.02,\n", - " 1.08])" + "array([ 1.30693739, 0.98832133, 0.61094959, 0.60680478, 0.78905172,\n", + " 0.75528032, 0.07143519, 0.20501458, 0.82659848, 0.72253894,\n", + " 0.50721547, 0.06808205, 0.09170267, 0.16848598, 1.21936687,\n", + " 0.60382365, 0.46201108, 0.62335868, 0.31698763, 0.6426985 ,\n", + " 0.60684258, 0.5431985 , 0.59940984, 0.64724762, 0.29722249,\n", + " 0.29662902, 0.61015591, 0.31969486, 1.19550207, 0.5710063 ,\n", + " 0.46383772, 1.02528406, 0.72630303, 0.40776261, 0.19654701,\n", + " 0.52004469, 0.09369996, -0.14752256, 1.05310796, 0.37688607,\n", + " 0.41622687, 1.17317543, 0.73611689, 0.42182707, 0.3150909 ,\n", + " 0.21921744, 0.3789719 , -0.06830937, 0.35099327, -0.08058595,\n", + " 0.71089304, 0.44862497, 0.34431778, 0.03256675, 0.28882971,\n", + " 0.61887717, 0.76572043, 0.51032459, 0.63065994, 0.95790937,\n", + " 0.63282506, 0.65043055, 0.44677766, 0.31964022, 0.41866778,\n", + " 0.18621914, 0.90540626, 0.7797958 , 0.3603792 , 0.51412954,\n", + " 0.32145975, 1.16006419, 0.05515471, 0.46310168, 0.66458612,\n", + " 0.58251201, 0.33845468, 0.46522393, 0.01540801, -0.14980613,\n", + " 0.14016509, 0.39933608, 0.16530968, 0.15592701, 0.20202153,\n", + " -0.41106995, 0.1119999 , 0.42393534, 1.22942341, 0.13633389,\n", + " 0.22779662, 0.24890452, 0.212523 , 0.49994003, 0.19132364,\n", + " 0.72399517, 0.47901872, 0.01965678, 0.18721191, 0.54839699,\n", + " 0.10548312, 0.36355986, -0.30731671, 0.57231072, 0.28601665,\n", + " -0.3082514 , 0.23907098, 1.03830112, 0.14206076, 0.55663581,\n", + " -0.21548934, 0.38826583, 0.31809138, 0.14230872, 0.87761188,\n", + " 0.83902665, 0.58369984, 0.419747 , 0.47968704, 0.31675268,\n", + " 0.84700962, 0.21892391, 0.56579811, -0.28278322, 0.61361115,\n", + " 1.40618154, 1.23015299, 0.64253497, 1.120344 , 1.0578779 ,\n", + " 1.09035117, 0.52459236, 0.89245759, 0.574191 , 0.52985482,\n", + " 0.80768994, 0.56405192, 0.35819001, 0.69566203, 0.56113173,\n", + " 0.97317729, 1.10191489, 0.88968622, 0.66573856, 0.79040525,\n", + " 0.58058598, 0.71475437, 0.56642353, 0.74560174, 0.72704435,\n", + " 0.53325174, 0.82447437, 0.59551337, 0.01806211, 1.07601128])" ] }, - "execution_count": 35, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -888,13 +732,14 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 29, "id": "d5b21e2e-c9af-4459-86ac-2b61996ee55b", "metadata": { "tags": [] }, "outputs": [], "source": [ + "contours_graphic.cmap = \"spring\"\n", "contours_graphic.cmap_values = np.log10(snr_comps)" ] }, @@ -910,7 +755,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 30, "id": "32ed59ef-d956-4e83-b12f-8c496e1579e4", "metadata": { "tags": [] @@ -934,12 +779,12 @@ "id": "e4ea3e6c-39f7-4796-b784-9ca175318356", "metadata": {}, "source": [ - "Generate some sine data" + "### 3 Generate some sine data, 3 million points" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 50, "id": "d7d5e7ca-f32d-4d3b-8ca3-3cfa72852614", "metadata": { "tags": [] @@ -955,7 +800,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 51, "id": "ed90fe0e-38ee-4ffd-97f7-3b62ef4dc6db", "metadata": { "tags": [] @@ -967,7 +812,7 @@ "(1000, 3000)" ] }, - "execution_count": 43, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -978,7 +823,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 52, "id": "a70bf880-5497-476d-ba43-4c1687b49abc", "metadata": { "tags": [] @@ -987,7 +832,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e66d26f73ad04fc5b5f1a170dd10377e", + "model_id": "af520ea5065b442c9e193784e656eb62", "version_major": 2, "version_minor": 0 }, @@ -1022,7 +867,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 53, "id": "ba65f98c-42db-4c7c-80a6-daf3bad54d78", "metadata": { "tags": [] @@ -1045,7 +890,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 54, "id": "963daef5-3701-49bf-832a-74c85efcdaed", "metadata": { "tags": [] @@ -1065,20 +910,19 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 55, "id": "f05b4023-f949-4043-b9ef-82d9728512e4", "metadata": { "tags": [] }, "outputs": [], "source": [ - "plot[\"many-lines\"][:500].colors[::5] = \"w\"\n", - "plot[\"many-lines\"][500:].colors[::5] = \"black\"" + "plot[\"many-lines\"][:500].colors[::5] = \"w\"" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 49, "id": "7a3b8014-a89e-4138-98ac-ed3cbf1f0d51", "metadata": { "tags": [] @@ -1102,7 +946,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 38, "id": "68403bc0-262c-42b9-986c-8cad25152f39", "metadata": { "tags": [] @@ -1120,7 +964,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 39, "id": "87670f5c-ec83-4d71-87ec-1d13bb05dc47", "metadata": { "tags": [] @@ -1129,7 +973,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1982d7a992db4d46908c568dd6b8c20b", + "model_id": "77b6cedc1b2c45eb8b2f70e80a825af5", "version_major": 2, "version_minor": 0 }, @@ -1192,7 +1036,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 40, "id": "89b9ed5b-8fdb-4fa7-95f7-f955cec9ed74", "metadata": { "tags": [] @@ -1213,7 +1057,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 4, "id": "d201138f-a44f-4f87-b456-33b0ad7f41ae", "metadata": { "tags": [] @@ -1225,7 +1069,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 11, "id": "a24b06d3-f9db-406a-a63d-0159007a09c6", "metadata": { "tags": [] @@ -1234,7 +1078,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "04e1783cc188442c8b06c1306ef5133b", + "model_id": "5a8c28a77f5c407d8aea02964e8a6988", "version_major": 2, "version_minor": 0 }, @@ -1248,7 +1092,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2128baff0727426f89924aae4f8438f5", + "model_id": "547a8fc6813e4931a7441670b792a3b5", "version_major": 2, "version_minor": 0 }, @@ -1318,7 +1162,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 12, "id": "c509263b-7120-4e0c-a2cd-f68b6525994c", "metadata": { "tags": [] @@ -1330,7 +1174,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 7, "id": "4447805e-c477-48b4-8dc1-8740c2a70232", "metadata": { "tags": [] From d287514e0a8720867ba0c7d4a60a7d65255c0e84 Mon Sep 17 00:00:00 2001 From: Kushal Kolar Date: Fri, 14 Jul 2023 17:06:39 -0400 Subject: [PATCH 31/31] add presentation --- fastplotlib scipy 2023.pdf | Bin 0 -> 1261588 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 fastplotlib scipy 2023.pdf diff --git a/fastplotlib scipy 2023.pdf 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