{ "cells": [ { "cell_type": "markdown", "id": "ca09761db8545719", "metadata": {}, "source": [ "# Optimizing Access Patterns\n", "\n", "```{article-info}\n", ":author: Altay Sansal\n", ":date: \"{sub-ref}`today`\"\n", ":read-time: \"{sub-ref}`wordcount-minutes` min read\"\n", ":class-container: sd-p-0 sd-outline-muted sd-rounded-3 sd-font-weight-light\n", "```\n", "\n", "## Introduction\n", "\n", "In this page we will be showing how we can take an existing MDIO and add\n", "fast access, lossy, versions of the data in X/Y/Z cross-sections (slices).\n", "\n", "We can re-use the MDIO dataset we created in the [Quickstart](#quickstart) page.\n", "Please run it first.\n", "\n", "We will define our compression levels first. We will use this to adjust the quality\n", "of the lossy compression." ] }, { "cell_type": "code", "execution_count": 1, "id": "initial_id", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:02.462276Z", "start_time": "2025-04-16T18:38:02.459882Z" } }, "outputs": [], "source": [ "from enum import Enum\n", "\n", "\n", "class MdioZfpQuality(float, Enum):\n", " \"\"\"Config options for ZFP compression.\"\"\"\n", "\n", " VERY_LOW = 6\n", " LOW = 3\n", " MEDIUM = 1\n", " HIGH = 0.1\n", " VERY_HIGH = 0.01\n", " ULTRA = 0.001" ] }, { "cell_type": "markdown", "id": "c2a09a89-b453-4c3e-b879-14caaedd29de", "metadata": {}, "source": [ "We will use the lower level `MDIOAccessor` to open the existing file in write mode that\n", "allows us to modify its raw metadata. This can be dangerous, we recommend using only provided\n", "tools to avoid data corruption.\n", "\n", "We specify the original access pattern of the source data `\"012\"` with some parameters like\n", "caching. For the rechunking, we recommend using the single threaded `\"zarr\"` backend to avoid\n", "race conditions.\n", "\n", "We also define a `dict` for common arguments in rechunking." ] }, { "cell_type": "code", "execution_count": 3, "id": "45558306-ab9c-46aa-a299-8758a911b373", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:04.107696Z", "start_time": "2025-04-16T18:38:04.101239Z" } }, "outputs": [], "source": [ "from mdio.api.accessor import MDIOWriter\n", "\n", "mdio_path = \"filt_mig.mdio\"\n", "\n", "writer = MDIOWriter(\n", " mdio_path_or_buffer=mdio_path,\n", " access_pattern=\"012\",\n", " backend=\"zarr\",\n", " disk_cache=False,\n", ")" ] }, { "cell_type": "markdown", "id": "0a9af731-39b2-4373-af96-76811e7fead4", "metadata": {}, "source": [ "## Compression (Lossy)\n", "\n", "Now, let's define our compression level. The compression ratios vary a lot\n", "on the data characteristics. However, the compression levels here are good\n", "guidelines that are based on standard deviation of the original data.\n", "\n", "We use ZFP's fixed accuracy mode with a tolerance based on data standard\n", "deviation, as mentioned above. For more ZFP options you can see its documentation.\n", "\n", "Empirically, for this dataset, we see the following size reductions (per copy):\n", "\n", "* `10 : 1` on `VERY_LOW`\n", "* `7.5 : 1` on `LOW`\n", "* `4.5 : 1` on `MEDIUM`\n", "* `3 : 1` on `HIGH`\n", "* `2 : 1` on `VERY_HIGH`\n", "* `1.5 : 1` on `ULTRA`" ] }, { "cell_type": "code", "execution_count": 4, "id": "97681d5f-3c10-430c-8ff1-c9c1cff63d2c", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:06.097297Z", "start_time": "2025-04-16T18:38:06.094137Z" } }, "outputs": [], "source": [ "from numcodecs import ZFPY\n", "from zfpy import mode_fixed_accuracy\n", "\n", "std = writer.stats[\"std\"] # standard deviation of original data\n", "\n", "quality = MdioZfpQuality.LOW\n", "tolerance = quality * std\n", "sample_compressor = ZFPY(mode_fixed_accuracy, tolerance=tolerance)\n", "\n", "common_kwargs = {\"overwrite\": True, \"compressor\": sample_compressor}" ] }, { "cell_type": "markdown", "id": "fafe9e65-5d46-4b32-893d-6020dce7a007", "metadata": {}, "source": [ "## Optimizing IL/XL/Z Independently\n", "\n", "In this cell, we will demonstrate how to create IL/XL and Z (two-way-time) optimized\n", "versions **independently**. In the next section we will do the same with the batch\n", "mode where the data only needs to be read into memory once.\n", "\n", "In the example below, each rechunking operation will read the data from the original\n", "MDIO dataset and discard it. We did enable 256 MB (2^28 bytes) memory cache above,\n", "it will help some, but still not ideal." ] }, { "cell_type": "code", "execution_count": 5, "id": "ae5a722e-c6af-48d7-9893-031991bf9619", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:15.196142Z", "start_time": "2025-04-16T18:38:10.444861Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Rechunking to fast_il: 100%|██████████| 3/3 [00:00<00:00, 3.35chunk/s]\n", "Rechunking to fast_xl: 100%|██████████| 3/3 [00:00<00:00, 3.27chunk/s]\n", "Rechunking to fast_z: 100%|██████████| 3/3 [00:01<00:00, 1.92chunk/s]\n" ] } ], "source": [ "from mdio.api.convenience import rechunk\n", "\n", "rechunk(writer, (4, 512, 512), suffix=\"fast_il\", **common_kwargs)\n", "rechunk(writer, (512, 4, 512), suffix=\"fast_xl\", **common_kwargs)\n", "rechunk(writer, (512, 512, 4), suffix=\"fast_z\", **common_kwargs)" ] }, { "cell_type": "markdown", "id": "2d3fd987-2d9b-48f7-8688-745f9e3d9f0d", "metadata": {}, "source": [ "We can now open the original MDIO dataset and the fast access patterns.\n", "When printing the `chunks` attribute, we see the original one first, and\n", "the subsequent ones show data is rechunked with ZFP compression." ] }, { "cell_type": "code", "execution_count": 6, "id": "9c46691a-f7fa-42ea-ad36-595681b2dff0", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:17.474789Z", "start_time": "2025-04-16T18:38:17.457405Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(64, 64, 64) (Blosc(cname='zstd', clevel=5, shuffle=SHUFFLE, blocksize=0),)\n", "(4, 188, 512) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n", "(345, 4, 512) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n", "(345, 188, 4) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n" ] } ], "source": [ "from mdio import MDIOReader\n", "\n", "orig_mdio = MDIOReader(mdio_path)\n", "il_mdio = MDIOReader(mdio_path, access_pattern=\"fast_il\")\n", "xl_mdio = MDIOReader(mdio_path, access_pattern=\"fast_xl\")\n", "z_mdio = MDIOReader(mdio_path, access_pattern=\"fast_z\")\n", "\n", "print(orig_mdio.chunks, orig_mdio._traces.compressors)\n", "print(il_mdio.chunks, il_mdio._traces.compressors)\n", "print(xl_mdio.chunks, xl_mdio._traces.compressors)\n", "print(z_mdio.chunks, z_mdio._traces.compressors)" ] }, { "cell_type": "markdown", "id": "64a32960-73e7-408e-9592-bc851c0d7c66", "metadata": {}, "source": [ "We can now compare the sizes of the compressed representations to original.\n", "\n", "Below commands are for UNIX based operating systems and won't work on Windows." ] }, { "cell_type": "code", "execution_count": 7, "id": "6d66a26c-79c8-4e24-9181-60707cae6d59", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:21.243179Z", "start_time": "2025-04-16T18:38:20.442045Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "149M\tfilt_mig.mdio/data/chunked_012\n", " 21M\tfilt_mig.mdio/data/chunked_fast_il\n", " 20M\tfilt_mig.mdio/data/chunked_fast_xl\n", " 21M\tfilt_mig.mdio/data/chunked_fast_z\n" ] } ], "source": [ "!du -hs {mdio_path}/data/chunked_012\n", "!du -hs {mdio_path}/data/chunked_fast_il\n", "!du -hs {mdio_path}/data/chunked_fast_xl\n", "!du -hs {mdio_path}/data/chunked_fast_z" ] }, { "cell_type": "markdown", "id": "147251da-55c0-497d-b954-1217c9b59698", "metadata": {}, "source": [ "Comparing local disk read speeds for inlines:" ] }, { "cell_type": "code", "execution_count": 8, "id": "bdd81177-3e90-4089-8ccc-cf7966b33041", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:27.478502Z", "start_time": "2025-04-16T18:38:22.367637Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "23.5 ms ± 599 μs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", "2.47 ms ± 77.8 μs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%timeit orig_mdio[175] # 3d chunked\n", "%timeit il_mdio[175] # inline optimized" ] }, { "cell_type": "markdown", "id": "9cbd29f8-aa00-4f72-906f-96663d0163e9", "metadata": {}, "source": [ "For crosslines:" ] }, { "cell_type": "code", "execution_count": 9, "id": "725e2562-9005-413a-b4c0-5c0f281183c9", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:37.386185Z", "start_time": "2025-04-16T18:38:27.487846Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "51.2 ms ± 1.82 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", "4.96 ms ± 103 μs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%timeit orig_mdio[:, 90] # 3d chunked\n", "%timeit xl_mdio[:, 90] # xline optimized" ] }, { "cell_type": "markdown", "id": "bd274979-4b54-44a2-bd21-c35e933aaf43", "metadata": {}, "source": [ "Finally, for Z (time-slices):" ] }, { "cell_type": "code", "execution_count": 10, "id": "47983dac-2463-4b52-b3fd-d496a4ade114", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:38:55.017370Z", "start_time": "2025-04-16T18:38:37.395229Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8.21 ms ± 1.38 ms per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", "1.35 ms ± 45.1 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], "source": [ "%timeit orig_mdio[..., 751] # 3d chunked\n", "%timeit z_mdio[..., 751] # time-slice optimized" ] }, { "cell_type": "markdown", "id": "d26454dd-bf6a-46e8-863d-a0230269e339", "metadata": {}, "source": [ "We can check the subjective quality of the compression by visually comparing\n", "two inlines. Similar to the example we had in the [Compression](#compression) page." ] }, { "cell_type": "code", "execution_count": 11, "id": "280d0759-2548-4e73-9caa-6734d294e36f", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:39:12.201293Z", "start_time": "2025-04-16T18:39:11.872250Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from matplotlib.axes import Axes\n", "from matplotlib.image import AxesImage\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "from numpy.typing import NDArray\n", "\n", "imshow_kw = {\n", " \"vmin\": -3 * std,\n", " \"vmax\": 3 * std,\n", " \"cmap\": \"gray_r\",\n", " \"interpolation\": \"bilinear\",\n", " \"aspect\": \"auto\",\n", "}\n", "\n", "\n", "def attach_colorbar(image: AxesImage, axis: Axes) -> None:\n", " \"\"\"Attach a colorbar to an axis.\"\"\"\n", " divider = make_axes_locatable(axis)\n", " cax = divider.append_axes(\"top\", size=\"2%\", pad=0.05)\n", " plt.colorbar(image, cax=cax, orientation=\"horizontal\")\n", " cax.xaxis.set_ticks_position(\"top\")\n", " cax.tick_params(labelsize=8)\n", "\n", "\n", "def plot_image_and_cbar(data: NDArray, axis: Axes, title: str) -> None:\n", " \"\"\"Plot an image with a colorbar.\"\"\"\n", " image = axis.imshow(data.T, **imshow_kw)\n", " attach_colorbar(image, axis)\n", " axis.set_title(title, y=-0.15)\n", "\n", "\n", "def plot_inlines_with_diff(orig: NDArray, compressed: NDArray, title: str) -> None:\n", " \"\"\"Plot lossless and lossy inline with their differences.\"\"\"\n", " fig, ax = plt.subplots(1, 4, sharey=\"all\", sharex=\"all\", figsize=(8, 5))\n", "\n", " diff = orig[200] - compressed[200]\n", "\n", " plot_image_and_cbar(orig[200], ax[0], \"original\")\n", " plot_image_and_cbar(compressed[200], ax[1], \"lossy\")\n", " plot_image_and_cbar(diff, ax[2], \"difference\")\n", " plot_image_and_cbar(diff * 1_000, ax[3], \"1,000x difference\")\n", "\n", " plt.suptitle(f\"{title} ({std=})\")\n", " fig.tight_layout()\n", "\n", " plt.show()\n", "\n", "\n", "plot_inlines_with_diff(orig_mdio, il_mdio, \"\")" ] }, { "cell_type": "markdown", "id": "2900c40b-c332-4334-a4cc-f0e5571c7387", "metadata": {}, "source": [ "In conclusion, we show that by generating optimized, lossy compressed copies of the data\n", "for certain access patterns yield big performance benefits when reading the data.\n", "\n", "The differences are orders of magnitude larger on big datasets and remote stores, given available\n", "network bandwidth." ] }, { "cell_type": "markdown", "id": "38f7d35e-d743-4bb3-a7a6-fa77aab08f00", "metadata": {}, "source": [ "## Optimizing in Batch\n", "\n", "Now that we understand how rechunking and lossy compression works, we will demonstrate how\n", "to do this in batches.\n", "\n", "The benefit of doing the batched processing is that the dataset gets read once. This is\n", "especially important if the original MDIO resides in a remote store like AWS S3, or Google\n", "Cloud's GCS.\n", "\n", "Note that we not are overwriting the old optimized chunks, just creating new ones with the\n", "suffix 2 to demonstrate we can create as many version of the original data as we want." ] }, { "cell_type": "code", "execution_count": 12, "id": "14c58331-0ce3-42fa-9cd0-a43574ce24bf", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:39:19.725778Z", "start_time": "2025-04-16T18:39:15.546003Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Rechunking to fast_il2,fast_xl2,fast_z2: 100%|██████████| 3/3 [00:03<00:00, 1.29s/chunk]\n" ] } ], "source": [ "from mdio.api.convenience import rechunk_batch\n", "\n", "rechunk_batch(\n", " writer,\n", " chunks_list=[(4, 512, 512), (512, 4, 512), (512, 512, 4)],\n", " suffix_list=[\"fast_il2\", \"fast_xl2\", \"fast_z2\"],\n", " **common_kwargs,\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "id": "a3f47a17-7537-4fc9-b3ab-b57badae18d1", "metadata": { "ExecuteTime": { "end_time": "2025-04-16T18:39:33.576164Z", "start_time": "2025-04-16T18:39:33.559671Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(64, 64, 64) (Blosc(cname='zstd', clevel=5, shuffle=SHUFFLE, blocksize=0),)\n", "(4, 188, 512) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n", "(345, 4, 512) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n", "(345, 188, 4) (ZFPY(mode=4, tolerance=2.791618335971825, rate=-1, precision=-1),)\n" ] } ], "source": [ "from mdio import MDIOReader\n", "\n", "orig_mdio = MDIOReader(mdio_path)\n", "il2_mdio = MDIOReader(mdio_path, access_pattern=\"fast_il2\")\n", "xl2_mdio = MDIOReader(mdio_path, access_pattern=\"fast_xl2\")\n", "z2_mdio = MDIOReader(mdio_path, access_pattern=\"fast_z2\")\n", "\n", "print(orig_mdio.chunks, orig_mdio._traces.compressors)\n", "print(il_mdio.chunks, il2_mdio._traces.compressors)\n", "print(xl_mdio.chunks, xl2_mdio._traces.compressors)\n", "print(z_mdio.chunks, z2_mdio._traces.compressors)" ] }, { "cell_type": "code", "execution_count": null, "id": "008950d1-b142-4ca8-9879-f926007c97ca", "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": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 5 }