{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "Abstract\n", "\n", "[**hdf5plugin**](https://github.com/silx-kit/hdf5plugin) is a *Python* package (1) providing a set of [**HDF5**](https://portal.hdfgroup.org/display/HDF5/) compression filters (namely: Blosc, Blosc2, BitShuffle, BZip2, FciDecomp, LZ4, SZ, SZ3, ZFP, ZStandard) and (2) enabling their use from the *Python* programming language with [**h5py**](https://docs.h5py.org/) a thin, pythonic wrapper around `libHDF5`.\n", "\n", "This presentation illustrates how to use **hdf5plugin** for reading and writing compressed datasets from *Python* and gives an overview of the different HDF5 compression filters it provides.\n", "\n", "License: [CC-BY 4.0](https://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "nbsphinx": "hidden", "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "# Notebook requirements\n", "# A recent version of Pillow is required!\n", "#%pip install numpy h5py hdf5plugin h5glance rise jupyterlab matplotlib ipympl Pillow" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "nbsphinx": "hidden", "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "# Creates data.h5 used for demos\n", "from matplotlib import pyplot as plt\n", "import h5py\n", "import hdf5plugin\n", "import numpy\n", "from PIL import Image\n", "import urllib.request\n", "\n", "url = \"https://www.desy.de/e409/e116959/e119238/media/7795/1963_Luftbild_DESY-Gelaende_1284_gf_01sw_a3.jpg\"\n", "filename = urllib.request.urlretrieve(url)[0]\n", "image = numpy.array(Image.open(filename).convert(\"L\"))\n", "plt.imshow(image, cmap=\"gray\")\n", "\n", "h5file = h5py.File(\"data.h5\", mode=\"w\")\n", "h5file[\"copyright\"] = \"DESY\"\n", "h5file.attrs[\"url\"] = url\n", "h5file.create_dataset(\"/data\", data=image)\n", "h5file.create_dataset(\n", " \"/compressed_data\",\n", " data=image,\n", " chunks=image.shape,\n", " **hdf5plugin.Blosc2('lz4', filters=hdf5plugin.Blosc.BITSHUFFLE)\n", ")\n", "h5file.close()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "**Restart kernel once the file is created!**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "import os\n", "os._exit(0) # Makes the kernel restart" ] }, { "cell_type": "markdown", "metadata": { "nbsphinx": "hidden", "slideshow": { "slide_type": "slide" } }, "source": [ "![ESRF 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 \"ESRF logo\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " \n", "\n", "\n", " \n", " \n", "
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# hdf5plugin\n", "\n", "[**hdf5plugin**](https://github.com/silx-kit/hdf5plugin) packages a set of [HDF5](https://portal.hdfgroup.org/display/HDF5/) compression filters and makes them usable from the Python programming language through [h5py](https://docs.h5py.org/).\n", "\n", "[**h5py**](https://docs.h5py.org/) is a thin, pythonic wrapper around [HDF5](https://portal.hdfgroup.org/display/HDF5/).\n", "\n", " \n", "\n", " \n", "\n", "Presenter: Thomas VINCENT\n", "\n", "European HDF5 User Group Meeting 2023, September 19, 2023" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
" ], "text/plain": [ "data.h5/ (1 attributes)\n", "├compressed_data\t[uint8: 3744 × 5286]\n", "├copyright\t[UTF-8 string: scalar]\n", "└data\t[uint8: 3744 × 5286]" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from h5glance import H5Glance # Browsing HDF5 files\n", "H5Glance(\"data.h5\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "import h5py # Pythonic HDF5 wrapper: https://docs.h5py.org/\n", "\n", "h5file = h5py.File(\"data.h5\", mode=\"r\") # Open HDF5 file in read mode\n", "data = h5file[\"/data\"][()] # Access HDF5 dataset \"/data\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "from matplotlib import pyplot as plt\n", "\n", "plt.imshow(data, cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true, "slideshow": { "slide_type": "slide" } }, "outputs": [ { "ename": "OSError", "evalue": "Can't read data (can't open directory: /usr/local/hdf5/lib/plugin)", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)", "Input \u001b[0;32mIn [4]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[43mh5file\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/compressed_data\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\n", "File \u001b[0;32mh5py/_objects.pyx:54\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n", "File \u001b[0;32mh5py/_objects.pyx:55\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n", "File \u001b[0;32m~/venvs/py310/lib/python3.10/site-packages/h5py/_hl/dataset.py:758\u001b[0m, in \u001b[0;36mDataset.__getitem__\u001b[0;34m(self, args, new_dtype)\u001b[0m\n\u001b[1;32m 756\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_fast_read_ok \u001b[38;5;129;01mand\u001b[39;00m (new_dtype \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 757\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 758\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_fast_reader\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 759\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 760\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m \u001b[38;5;66;03m# Fall back to Python read pathway below\u001b[39;00m\n", "File \u001b[0;32mh5py/_selector.pyx:376\u001b[0m, in \u001b[0;36mh5py._selector.Reader.read\u001b[0;34m()\u001b[0m\n", "\u001b[0;31mOSError\u001b[0m: Can't read data (can't open directory: /usr/local/hdf5/lib/plugin)" ] } ], "source": [ "data = h5file[\"/compressed_data\"][()] # Access compressed dataset" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "# Check dataset's filters\n", "plist = h5file[\"/compressed_data\"].id.get_create_plist()\n", "plist.get_filter(0)[0::3]" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## `hdf5plugin` usage" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Reading compressed datasets\n", "\n", "To enable reading compressed datasets not supported by `libHDF5` and `h5py`:\n", "Install **hdf5plugin** & import it." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "%%bash\n", "pip3 install hdf5plugin\n", "# Or:\n", "conda install -c conda-forge hdf5plugin" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "-" } }, "source": [ "Or on [Debian12](https://packages.debian.org/bookworm/python3-hdf5plugin) and [Ubuntu23.04](https://packages.ubuntu.com/lunar/python3-hdf5plugin):" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "%%bash\n", "apt-get install python3-hdf5plugin" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "import hdf5plugin" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "data = h5file[\"/compressed_data\"][()] # Access datset\n", "plt.imshow(data, cmap=\"gray\") # Display data" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "h5file.close() # Close the HDF5 file" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Writing compressed datasets\n", "\n", "When writing datasets with `h5py`, compression can be specified with: [h5py.Group.create_dataset](https://docs.h5py.org/en/stable/high/group.html?highlight=create_dataset#h5py.Group.create_dataset)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "# Create a dataset with h5py without compression\n", "h5file = h5py.File(\"new_file_uncompressed.h5\", mode=\"w\")\n", "h5file.create_dataset(\"/data\", data=data)\n", "h5file.close()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "# Create a compressed dataset\n", "h5file = h5py.File(\"new_file_blosc2_bitshuffle_lz4.h5\", mode=\"w\")\n", "h5file.create_dataset(\n", " \"/compressed_data\",\n", " data=data,\n", " compression=32026, # Blosc2 HDF5 filter identifier\n", " # options: 0, 0, 0, 0, level, filter, compression\n", " compression_opts=(0, 0, 0, 0, 5, 2, 1) \n", ")\n", "h5file.close()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "`hdf5plugin` provides some [helpers](http://www.silx.org/doc/hdf5plugin/latest/usage.html#write-compressed-datasets) to ease dealing with compression filter and options:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "h5file = h5py.File(\"new_file_blosc2_bitshuffle_lz4.h5\", mode=\"w\")\n", "h5file.create_dataset(\n", " \"/compressed_data\",\n", " data=data,\n", " compression=hdf5plugin.Blosc2(\n", " cname='lz4',\n", " clevel=5,\n", " filters=hdf5plugin.Blosc2.BITSHUFFLE),\n", ")\n", "h5file.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "help(hdf5plugin.Blosc2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
    • compressed_data [📋]: 3744 × 5286 entries, dtype: uint8
" ], "text/plain": [ "new_file_blosc2_bitshuffle_lz4.h5/\n", "└compressed_data\t[uint8: 3744 × 5286]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "H5Glance(\"new_file_blosc2_bitshuffle_lz4.h5\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "h5file = h5py.File(\"new_file_blosc2_bitshuffle_lz4.h5\", mode=\"r\")\n", "plt.imshow(h5file[\"/compressed_data\"][()], cmap=\"gray\")\n", "h5file.close()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "18M new_file_blosc2_bitshuffle_lz4.h5 19M new_file_uncompressed.h5\r\n" ] } ], "source": [ "!ls -sh new_file*.h5" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## HDF5 compression filters" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Available through `h5py`\n", "\n", "- Pre-compression filter: [Byte-Shuffle](https://docs.h5py.org/en/stable/high/dataset.html#shuffle-filter) provided by `libhdf5`\n", "- [Compression filters provided by h5py](https://docs.h5py.org/en/stable/high/dataset.html#lossless-compression-filters):\n", "\n", " - Provided by `libhdf5`: **\"gzip\"** and eventually **\"szip\"** (optional)\n", " - Bundled with `h5py`: [**\"lzf\"**](https://confluence.hdfgroup.org/display/support/Filters#Filters-32000)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "h5file = h5py.File(\"new_file_shuffle_gzip.h5\", mode=\"w\")\n", "h5file.create_dataset(\n", " \"/compressed_data_shuffle_gzip\", data=data, shuffle=True, compression=\"gzip\")\n", "h5file.close()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Provided by `hdf5plugin`\n", "\n", "Additional compression filters provided by `hdf5plugin`:\n", "\n", "BitShuffle, Blosc, Blosc2, BZip2, FciDecomp, LZ4, SZ, SZ3, ZFP, Zstandard\n", "\n", "10 out of the 29 [HDF5 registered filter plugins](https://confluence.hdfgroup.org/display/support/Registered+Filter+Plugins) as of September 2023" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "h5file = h5py.File(\"new_file_bitshuffle_lz4.h5\", mode=\"w\")\n", "h5file.create_dataset(\n", " \"/compressed_data_bitshuffle_lz4\",\n", " data=data,\n", " compression=hdf5plugin.Bitshuffle()\n", ")\n", "h5file.close()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### General purpose lossless compression\n", "\n", "- [Bitshuffle(nelems=0, cname='lz4', clevel=3)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#bitshuffle) - ID [32008](https://confluence.hdfgroup.org/display/support/Filters#Filters-32008)\n", " - **Bit**-Shuffle + LZ4, ZStd or no compression\n", "- [BZip2(blocksize=9)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#bzip2) - ID [307](https://confluence.hdfgroup.org/display/support/Filters#Filters-307)\n", "- [LZ4(nbytes=0)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#lz4) - ID [32004](https://confluence.hdfgroup.org/display/support/Filters#Filters-32004)\n", "- [Zstd(clevel=3)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#zstd) - ID [32015](https://confluence.hdfgroup.org/display/support/Filters#Filters-32015)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Specific compression\n", "\n", "- [FciDecomp()](http://www.silx.org/doc/hdf5plugin/latest/usage.html#fcidecomp) - ID [32018](https://confluence.hdfgroup.org/display/support/Filters#Filters-32018): Based on JPEG-LS:\n", " - **Optional**: requires C++11\n", " - Data type: `(u)int8` or `(u)int16`\n", " - Chunk shape: \"Image-like\"; 2 or 3 dimensions with at least 16 pixels and at most 65535 rows and columns and at most 4 planes for 3D datasets.\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Lossy compression 1/2\n", "\n", "[SZcompressor](https://szcompressor.org/) family: error-bounded lossy compression\n", "\n", "- [SZ(absolute=None, relative=None, pointwise_relative=None)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#sz) - ID [32017](https://confluence.hdfgroup.org/display/support/Filters#Filters-32017)\n", "- [SZ3(absolute=None, relative=None, norm2=None, peak_signal_to_noise_ratio=None)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#sz3) - ID [32024](https://confluence.hdfgroup.org/display/support/Filters#Filters-32024)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Lossy compression 2/2\n", "\n", "- [ZFP(rate=None, precision=None, accuracy=None, reversible=False, minbits=None, maxbits=None, maxprec=None, minexp=None)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#zfp) - ID [32013](https://confluence.hdfgroup.org/display/support/Filters#Filters-32013):\n", " - Data type: `float32`, `float64`, `(u)int32`, `(u)int64`\n", " - Chunk shape: must have at most 4 non-unity dimensions" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Meta-compressor: Blosc family\n", "\n", "- [Blosc(cname='lz4', clevel=5, shuffle=1)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#blosc) - ID [32001](https://confluence.hdfgroup.org/display/support/Filters#Filters-32001):\n", " - Based on [c-blosc](https://github.com/blosc/c-blosc): A blocking, shuffling and lossless compression library\n", " - Pre-compression shuffle: None, **Byte**-Shuffle, **Bit**-Shuffle\n", " - Compression: `blosclz`, `lz4`, `lz4hc`, `snappy` (**optional**, requires C++11), `zlib`, `zstd`\n", "- [Blosc2(cname='blosclz', clevel=5, filters=1)](http://www.silx.org/doc/hdf5plugin/latest/usage.html#blosc2) - ID [32026](https://confluence.hdfgroup.org/display/support/Filters#Filters-32026):\n", " - Based on [c-blosc2](https://github.com/blosc/c-blosc2): A high performance compressor optimized for binary data\n", " - Pre-compression filters: None, **Byte**-Shuffle, **Bit**-Shuffle, and more\n", " - Compression: `blosclz`, `lz4`, `lz4hc`, `zlib`, `zstd`\n", " - More filters and compressions can be supported: `zfp`, `htj2k`" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Equivalent filters\n", "\n", "`Blosc` and `Blosc2` includes some pre-compression filters and algorithms provided by other HDF5 compression filters:\n", "\n", "- HDF5 shuffle => `Blosc2(..., filters=Blosc2.SHUFFLE)`\n", "- `Bitshuffle()` => `Blosc2(\"lz4\" or \"zstd\", 5, Blosc2.BITSHUFFLE)`\n", "- `LZ4()` => `Blosc2(\"lz4\", 9)`\n", "- `Zstd()` => `Blosc2(\"zstd\", 2)`\n", "\n", "`Blosc2` filter could also provide `ZFP`" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### A look at performances on a single use case\n", "\n", "- Machine: Intel(R) Xeon(R) Gold 6248 CPU @ 2.50GHz (40 cores)\n", "- Filesystem: /dev/shm\n", "- `hdf5plugin` built from source\n", "\n", "\n", "- Running on a single core\n", "\n", "\n", "- Diffraction tomography dataset: 100 frames from http://www.silx.org/pub/pyFAI/pyFAI_UM_2020/data_ID13/kevlar.h5\n", "- Dataset: 100x2167x2070, uint16, chunk: 2167x2070" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "\"\"" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "#### Multithreaded filter execution\n", "\n", "Some filters can use multithreading:\n", "\n", "- Blosc/Blosc2:\n", " - Using a pool of threads\n", " - Disabled by default for Blosc1\n", " - Configurable with `BLOSC_NTHREADS` environment variable\n", "- Bitshuffle, Fcidecomp, SZ, SZ3, ZFP:\n", " - Using OpenMP\n", " - Enabled at compilation time\n", " - If enabled, configurable with `OMP_NUM_THREADS` environment variable\n", "\n", "Performance do not increase linearly with the number of CPU cores used." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Summary\n", "\n", "Having different pre-compression filters and compression algorithms at hand offers different read/write speed versus compression rate (and eventually error rate) trade-offs.\n", "\n", "Also to keep in mind availability/compatibility: Since `\"gzip\"` is included in `libHDF5` it is the most compatible one (and also `\"lzf\"` as included in `h5py`)." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Using `hdf5plugin` filters with other applications\n", "\n", "Set the `HDF5_PLUGIN_PATH` environment variable to: `hdf5plugin.PLUGINS_PATH`" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true, "slideshow": { "slide_type": "-" } }, "outputs": [], "source": [ "%%bash\n", "export HDF5_PLUGIN_PATH=`python3 -c \"\n", "import hdf5plugin; print(hdf5plugin.PLUGINS_PATH)\"`\n", "echo \"HDF5_PLUGIN_PATH=${HDF5_PLUGIN_PATH}\"\n", "ls ${HDF5_PLUGIN_PATH}" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "-" } }, "source": [ "**Note**: Only works for reading compressed datasets, **not for writing!**" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## A word about `hdf5plugin` license\n", "\n", "The source code of `hdf5plugin` itself is licensed under the [MIT](https://github.com/silx-kit/hdf5plugin/blob/main/LICENSE) license...\n", "\n", "It also embeds the source code of the provided compression filters and libraries which are licensed under [different open-source licenses](http://www.silx.org/doc/hdf5plugin/latest/information.html#license) (Apache, BSD-2, BSD-3, MIT, Zlib...) and copyrights." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Limitations\n", "\n", "- Only \"gzip\" available by default:\n", " - Many compression filters provided by `hdf5plugin` are included in [c-blosc2](https://github.com/blosc/c-blosc2)\n", "- A central repository for filters source code: https://github.com/HDFGroup/hdf5_plugins?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "- Need to link filters with libhdf5:\n", " - `hdf5plugin` relies on a \"hack\" to avoid linking with libhdf5" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "- Compressed data accessed by \"chunks\" even if compressor uses smaller blocks\n", "- Multi-threaded access support\n", "- When reading compressed data, some memory copy could be spared:\n", " - Direct chunk access offers a way to improve performance/flexibility" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Avoid memory copies\n", "\n", "Compression filters allocates a memory buffer to store decompressed data = memory copies.\n", "\n", "Allowing the user to pass a memory buffer through h5py->libhdf5->compression_filter would prevent it.\n", "\n", "An example with **h5py** and **Blosc2** (bitshuffle+lz4) for a 8.5MB chunk on 1 core (± ~300 µs):\n", "\n", "- Standard access `dataset[()]`: 8.9 ms\n", "- `read_direct()` to existing array: 5.2 ms\n", "- `read_direct_chunk()` & decompression with `blosc2`: 3.7 ms" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Credits\n", "\n", "**To hdf5plugin** [**contributors**](https://github.com/silx-kit/hdf5plugin/graphs/contributors): [Armando Sole](https://github.com/vasole), [\\@orioltinto](https://github.com/orioltinto), [\\@mkitti ](https://github.com/mkitti), [\\@Florian-toll](https://github.com/Florian-toll), [Jerome Kieffer](https://github.com/kif), [\\@fpwg](https://github.com/fpwg), [\\@mobiusklein ](https://github.com/mobiusklein), [\\@junyuewang](https://github.com/junyuewang), [\\@Anthchirp](https://github.com/Anthchirp), and\n", "\n", "**to all contributors of embedded libraries**\n", "\n", " \n", "\n", " \n", "\n", "Partially funded by the [LEAPS-INNOV](https://www.leaps-innov.eu/) and [PaNOSC](https://www.panosc.eu/) EU-project.\n", "\n", "\n", " This project has received funding from the European Union´s Horizon 2020 research and innovation programme under grant agreement no. 101004728 and 823852.\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Conlusion\n", "\n", "`hdf5plugin` provides additional HDF5 compression filters (namely: BitShuffle, Blosc, Blosc2, BZip2, FciDecomp, LZ4, SZ, SZ3, ZFP, Zstandard) mainly for use with [h5py](https://docs.h5py.org/).\n", "\n", "- Packaged for [**pip**](https://pypi.org/project/hdf5plugin/) and [**conda**](https://anaconda.org/conda-forge/hdf5plugin)\n", "- Documentation: http://www.silx.org/doc/hdf5plugin/latest/\n", "- Source code repository: https://github.com/silx-kit/hdf5plugin" ] }, { "cell_type": "markdown", "metadata": { "nbsphinx": "hidden", "slideshow": { "slide_type": "slide" } }, "source": [ "# Thanks for your attention! Questions?" ] } ], "metadata": { "celltoolbar": "Slideshow", "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": "3.10.0" }, "nbsphinx": { "orphan": true }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }