From caaa3e83e8e0c3f660395d22006d30cd404ee511 Mon Sep 17 00:00:00 2001 From: jlstevens Date: Fri, 28 Jul 2023 12:12:56 +0200 Subject: [PATCH 1/5] Initial commit of t_sne_roots project --- t_sne_roots/anaconda-project-lock.yml | 594 ++++++++++++++++++ t_sne_roots/anaconda-project.yml | 74 +++ t_sne_roots/t_sne_roots.ipynb | 156 +++++ t_sne_roots/thumbnails/t_sne_roots.png | Bin 0 -> 374311 bytes ...in-00000-of-00001-9a434d9cf7fd233e.parquet | Bin 0 -> 8808 bytes 5 files changed, 824 insertions(+) create mode 100644 t_sne_roots/anaconda-project-lock.yml create mode 100644 t_sne_roots/anaconda-project.yml create mode 100644 t_sne_roots/t_sne_roots.ipynb create mode 100644 t_sne_roots/thumbnails/t_sne_roots.png create mode 100644 test_data/t_sne_roots/train-00000-of-00001-9a434d9cf7fd233e.parquet diff --git a/t_sne_roots/anaconda-project-lock.yml b/t_sne_roots/anaconda-project-lock.yml new file mode 100644 index 000000000..413bb2ff6 --- /dev/null +++ b/t_sne_roots/anaconda-project-lock.yml @@ -0,0 +1,594 @@ +# This is an Anaconda project lock file. +# The lock file locks down exact versions of all your dependencies. +# +# In most cases, this file is automatically maintained by the `anaconda-project` command or GUI tools. +# It's best to keep this file in revision control (such as git or svn). +# The file is in YAML format, please see http://www.yaml.org/start.html for more. +# + +# +# Set to false to ignore locked versions. +# +locking_enabled: true + +# +# A key goes in here for each env spec. +# +env_specs: + default: + locked: true + env_spec_hash: bcbe476e7a9eb7f06df67f4e6970df752660ee03 + platforms: + - linux-64 + - osx-64 + - win-64 + packages: + all: + - argon2-cffi=21.3.0=pyhd3eb1b0_0 + - asttokens=2.0.5=pyhd3eb1b0_0 + - async-lru=2.0.3=pyhd8ed1ab_0 + - backcall=0.2.0=pyhd3eb1b0_0 + - blas=1.0=mkl + - bleach=4.1.0=pyhd3eb1b0_0 + - charset-normalizer=2.0.4=pyhd3eb1b0_0 + - cycler=0.11.0=pyhd3eb1b0_0 + - decorator=5.1.1=pyhd3eb1b0_0 + - defusedxml=0.7.1=pyhd3eb1b0_0 + - executing=0.8.3=pyhd3eb1b0_0 + - fonttools=4.25.0=pyhd3eb1b0_0 + - importlib_metadata=6.0.0=hd3eb1b0_0 + - importlib_resources=5.2.0=pyhd3eb1b0_1 + - json5=0.9.6=pyhd3eb1b0_0 + - jupyter-lsp=2.2.0=pyhd8ed1ab_0 + - jupyterlab=4.0.3=pyhd8ed1ab_0 + - jupyterlab_pygments=0.1.2=py_0 + - jupyterlab_server=2.24.0=pyhd8ed1ab_0 + - munkres=1.1.4=py_0 + - notebook=7.0.0=pyhd8ed1ab_0 + - pandocfilters=1.5.0=pyhd3eb1b0_0 + - parso=0.8.3=pyhd3eb1b0_0 + - partd=1.2.0=pyhd3eb1b0_1 + - pickleshare=0.7.5=pyhd3eb1b0_1003 + - pure_eval=0.2.2=pyhd3eb1b0_0 + - pycparser=2.21=pyhd3eb1b0_0 + - python-dateutil=2.8.2=pyhd3eb1b0_0 + - send2trash=1.8.0=pyhd3eb1b0_1 + - 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"jlstevens" + labels: + - "datashader" + - "panel" + + ### OPTIONAL ### + + title: "t-SNE ROOTS" + # Listed deployments will by default automatically be started. + # Maximum number of deployments is 2. + # Each deployment must declare the command it deploys, options + # include "notebook" or "dashboard". + deployments: + # Will be deployed at {projname_with_hyphens}-notebook.pyviz.demo.anaconda.com + - command: dashboard + resource_profile: medium + auto_deploy: false + + # to build the website (e.g. too long or require too much data). + # This indicates the system not to run them. + skip_notebooks_evaluation: false + no_data_ingestion: false + gh_runner: "ubuntu-latest" + + +# required: (needed internally) +user_fields: [examples_config] + +# required: list of the channels needed to solve the environment +channels: +- defaults +- conda-forge + +packages: &pkgs +- notebook >=7 +# then list all your dependencies, including Python itself +- python ==3.9 +- holoviews >= 1.17.0 +- datashader >= 0.15.1 +- pyarrow + + +dependencies: *pkgs + + +commands: + # if you intend to run notebooks, set the `notebook` command + dashboard: + # for a deployment, the `--rest-session-info --session-history -1` options are required + unix: panel serve --rest-session-info --session-history -1 t_sne_roots.ipynb + supports_http_options: true + + +# optional downloads +downloads: + DATA: + url: https://huggingface.co/datasets/cakiki/roots-tsne-data/resolve/main/data/train-00000-of-00001-9a434d9cf7fd233e.parquet # Keep our own copy? + description: | + Trained data using t-SNE on ROOTS by Christopher Akiki + # The output must be in the data/ subfolder + filename: data/train-00000-of-00001-9a434d9cf7fd233e.parquet + +# required: supported plaforms +platforms: +- linux-64 +- osx-64 +- win-64 diff --git a/t_sne_roots/t_sne_roots.ipynb b/t_sne_roots/t_sne_roots.ipynb new file mode 100644 index 000000000..d8a84485f --- /dev/null +++ b/t_sne_roots/t_sne_roots.ipynb @@ -0,0 +1,156 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "286d2e98-9f33-4e1e-bba4-f526360dfc59", + "metadata": {}, + "source": [ + "# Interactive t-SNE ROOTS dimensionality reduction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3d774823", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import datashader as ds\n", + "import colorcet as cc\n", + "\n", + "import holoviews as hv\n", + "from holoviews.operation.datashader import datashade, rasterize, dynspread\n", + "import panel as pn\n", + "\n", + "pn.extension()\n", + "hv.extension('bokeh')" + ] + }, + { + "cell_type": "markdown", + "id": "9deb58ad-1c26-440c-a622-80a79159102c", + "metadata": {}, + "source": [ + "\n", + "*Visualization of t-Distributed Stochastic Neighbor Embedding of ROOTS language Corpus.*\n", + "\n", + "Trained data from Christopher Akiki (dataset `cakiki/roots-tsne-data` on Hugging Face " + ] + }, + { + "cell_type": "markdown", + "id": "c46d5abb-2a8c-4533-9e30-9970bf20e015", + "metadata": {}, + "source": [ + "## Load the data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6bf4b1c8", + "metadata": {}, + "outputs": [], + "source": [ + "tsne_embedding = pd.read_parquet('./data/train-00000-of-00001-9a434d9cf7fd233e.parquet')\n", + "df = pd.DataFrame(data=tsne_embedding, columns=['x','y','language'])\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "d56df973-74b8-44af-a80b-cda8d304b4c6", + "metadata": {}, + "source": [ + "## Datashade and add hover layer\n", + "\n", + "Note that until client-side colormixing is supported, the `datashade` operation is used with an invisible hover layer overlaid on top." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b3f9e6b7", + "metadata": {}, + "outputs": [], + "source": [ + "points = hv.Points(df, ['x','y'], ['language'])\n", + "op = datashade(points, color_key=cc.glasbey_light, \n", + " aggregator=ds.by('language', ds.count())).opts(show_legend=False, bgcolor='black', frame_width=600, aspect=1)\n", + "hover_layer = rasterize(points, selector=ds.first(\"x\"), x_sampling=2, y_sampling=2).opts(tools=[\"hover\"], alpha=0)" + ] + }, + { + "cell_type": "markdown", + "id": "5ac2a4f4-84fa-438c-b049-0a2f678c5270", + "metadata": {}, + "source": [ + "### Render" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5f9f99b-afde-46d1-af64-b3a98a306bc5", + "metadata": {}, + "outputs": [], + "source": [ + "dynspread(op) * hover_layer" + ] + }, + { + "cell_type": "markdown", + "id": "1b2ab76e-b3f4-4c15-8295-2a1285d0ef62", + "metadata": {}, + "source": [ + "### Build a small dashboard with panel" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5bb031a1", + "metadata": {}, + "outputs": [], + "source": [ + "text = \"\"\"\n", + "### Visualization of t-Distributed Stochastic Neighbor Embedding of ROOTS language Corpus.
Trained data from Christopher Akiki (dataset `cakiki/roots-tsne-data` on Hugging Face\n", + "\"\"\"\n", + "\n", + "template = pn.template.FastListTemplate(\n", + " title=\"t-SNE clustering of ROOTS language corpus\"\n", + ")\n", + "\n", + "template.main.append(\n", + " pn.Column(\n", + " pn.pane.Markdown(text),\n", + " pn.Row(pn.HSpacer(), dynspread(op) * hover_layer, pn.HSpacer())\n", + " )\n", + ")\n", + "template.servable();" + ] + } + ], + "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": "3.9.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/t_sne_roots/thumbnails/t_sne_roots.png b/t_sne_roots/thumbnails/t_sne_roots.png new file mode 100644 index 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t_sne_roots/t_sne_roots.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/t_sne_roots/t_sne_roots.ipynb b/t_sne_roots/t_sne_roots.ipynb index d8a84485f..e64143b09 100644 --- a/t_sne_roots/t_sne_roots.ipynb +++ b/t_sne_roots/t_sne_roots.ipynb @@ -76,7 +76,7 @@ "outputs": [], "source": [ "points = hv.Points(df, ['x','y'], ['language'])\n", - "op = datashade(points, color_key=cc.glasbey_light, \n", + "op = datashade(points, color_key=cc.glasbey_light,\n", " aggregator=ds.by('language', ds.count())).opts(show_legend=False, bgcolor='black', frame_width=600, aspect=1)\n", "hover_layer = rasterize(points, selector=ds.first(\"x\"), x_sampling=2, y_sampling=2).opts(tools=[\"hover\"], alpha=0)" ] From 638141482042b414dabf1357927a2dc6fc5d015c Mon Sep 17 00:00:00 2001 From: jlstevens Date: Fri, 28 Jul 2023 13:21:37 +0200 Subject: [PATCH 3/5] Attempting numba pin --- t_sne_roots/anaconda-project.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/t_sne_roots/anaconda-project.yml b/t_sne_roots/anaconda-project.yml index dee78ec30..552dabc8e 100644 --- a/t_sne_roots/anaconda-project.yml +++ b/t_sne_roots/anaconda-project.yml @@ -45,6 +45,7 @@ packages: &pkgs - holoviews >= 1.17.0 - datashader >= 0.15.1 - pyarrow +- numba >= 0.57 dependencies: *pkgs From 0b8b91d98f31119f5d226c55298831bcc9c64689 Mon Sep 17 00:00:00 2001 From: jlstevens Date: Fri, 28 Jul 2023 13:25:45 +0200 Subject: [PATCH 4/5] Added updated project lock --- t_sne_roots/anaconda-project-lock.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/t_sne_roots/anaconda-project-lock.yml b/t_sne_roots/anaconda-project-lock.yml index 413bb2ff6..069746d8d 100644 --- a/t_sne_roots/anaconda-project-lock.yml +++ b/t_sne_roots/anaconda-project-lock.yml @@ -17,7 +17,7 @@ locking_enabled: true env_specs: default: locked: true - env_spec_hash: bcbe476e7a9eb7f06df67f4e6970df752660ee03 + env_spec_hash: cecf2b0c2e778d9c24fc68215d1978b37a7f8489 platforms: - linux-64 - osx-64 @@ -136,7 +136,7 @@ env_specs: - libgcc-ng=13.1.0=he5830b7_0 - libgfortran-ng=7.3.0=hdf63c60_0 - libgomp=13.1.0=he5830b7_0 - - libllvm10=10.0.1=hbcb73fb_5 + - libllvm14=14.0.6=hef93074_0 - libnghttp2=1.52.0=ha637b67_1 - libpng=1.6.39=h5eee18b_0 - libprotobuf=3.20.3=he621ea3_0 @@ -150,7 +150,7 @@ env_specs: - libxml2=2.10.3=hcbfbd50_0 - libxslt=1.1.37=h2085143_0 - linkify-it-py=2.0.0=py39h06a4308_0 - - llvmlite=0.36.0=py39h612dafd_4 + - llvmlite=0.40.0=py39he621ea3_0 - locket=1.0.0=py39h06a4308_0 - lxml=4.9.2=py39h5eee18b_0 - lz4-c=1.9.4=h6a678d5_0 @@ -173,7 +173,7 @@ env_specs: - ncurses=6.4=h6a678d5_0 - nest-asyncio=1.5.6=py39h06a4308_0 - notebook-shim=0.2.2=py39h06a4308_0 - - numba=0.53.1=py39ha9443f7_0 + - numba=0.57.1=py39hb75a051_0 - numexpr=2.8.4=py39he184ba9_0 - numpy-base=1.24.3=py39h31eccc5_0 - numpy=1.24.3=py39h14f4228_0 @@ -199,6 +199,7 @@ env_specs: - python-fastjsonschema=2.16.2=py39h06a4308_0 - python-json-logger=2.0.7=py39h06a4308_0 - python=3.9.0=hdb3f193_2 + - python_abi=3.9=2_cp39 - pytz=2022.7=py39h06a4308_0 - pyviz_comms=2.3.0=py39h06a4308_0 - pyyaml=6.0=py39h5eee18b_1 @@ -214,7 +215,6 @@ env_specs: - sniffio=1.2.0=py39h06a4308_1 - soupsieve=2.4=py39h06a4308_0 - sqlite=3.41.2=h5eee18b_0 - - tbb=2020.3=hfd86e86_0 - terminado=0.17.1=py39h06a4308_0 - tinycss2=1.2.1=py39h06a4308_0 - tk=8.6.12=h1ccaba5_0 From 41bac72b33526f3a327f02ea718b60e0f3fa738e Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 28 Jul 2023 15:06:53 +0200 Subject: [PATCH 5/5] try to be more explicit --- .github/workflows/build_one.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build_one.yml b/.github/workflows/build_one.yml index 0e0203905..2faa97aaf 100644 --- a/.github/workflows/build_one.yml +++ b/.github/workflows/build_one.yml @@ -120,7 +120,7 @@ jobs: git add ./doc/$DIR git commit -m "adding $DIR" git push --force "https://pyviz-developers:${{ secrets.GITHUB_TOKEN }}@github.com/holoviz-topics/examples.git" HEAD:$BRANCHNAME - git checkout - + git checkout @{-1} - name: clean up run: doit clean --clean-dep build:${{ inputs.project }} - name: git diff