{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Accelerating Lagrangian analyses of oceanic data: benchmarking typical workflows" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Authors" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "Author1 = {\"name\": \"Miron, Philippe\", \"affiliation\": \"Florida State University\", \"email\": \"pmiron@fsu.edu\", \"orcid\": \"0000-0002-8520-6221\"}\n", "Author2 = {\"name\": \"Elipot, Shane\", \"affiliation\": \"University of Miami\", \"email\": \"selipot@miami.edu\", \"orcid\": \"0000-0001-6051-5426 \"}\n", "Author3 = {\"name\": \"Lumpkin, Rick\", \"affiliation\": \"NOAA’s Atlantic Oceanographic and Meteorological Laboratory\", \"email\": \"rick.lumpkin@noaa.gov\", \"orcid\": \"0000-0002-6690-1704 \"}\n", "Author4 = {\"name\": \"Dano, Bertrand\", \"affiliation\": \"NOAA’s Atlantic Oceanographic and Meteorological Laboratory\", \"email\": \"danob@miami.edu\", \"orcid\": \"0000-0002-3372-2566\"}" ] }, { "cell_type": "markdown", "metadata": { "tags": [], "toc": true }, "source": [ "

Table of Contents

\n", "
\n", " \n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Purpose\n", "\n", "For data, *Lagrangian* refers to oceanic and atmosphere information acquired by observing platforms drifting with the flow they are embedded within, but also refers more broadly to the data originating from uncrewed platforms, vehicles, and animals that gather data along their unrestricted and often complex paths. Because such paths traverse both spatial and temporal dimensions, Lagrangian data often convolve spatial and temporal information that cannot always readily be organized in common data structures and stored in standard file formats with the help of common libraries and standards. As such, for both originators and users, Lagrangian data present challenges that the [EarthCube CloudDrift](https://github.com/Cloud-Drift) project aims to overcome.\n", "\n", "This notebook consists of systematic evaluations and comparisons of workflows for Lagrangian data, using as a basis the velocity and sea surface temperature datasets emanating from the drifting buoys of the [Global Drifter Program](https://www.aoml.noaa.gov/phod/gdp/) (GDP). Specifically, we evaluate the data structure associated with common existing libraries in *Python* ([xarray](https://docs.xarray.dev/en/stable/), [pandas](https://pandas.pydata.org), and [Awkward Array](https://awkward-array.org/quickstart.html)) in order to test their adequacies for performing three common Lagrangian tasks:\n", "\n", "1. binning of a variable on an spatially-fixed grid (e.g. mean temperature map),\n", "2. extracting data within given geographical and/or temporal windows (e.g. Gulf of Mexico),\n", "3. analyses per trajectory (e.g. single statistics, spectral estimation by Fast Fourier Transform).\n", "\n", "Since the *CloudDrift* project aims at accelerating the use of Lagrangian data for atmospheric, oceanic, and climate sciences, we hope that the users of this notebook will provide us with feedback on its ease of use and the intuitiveness of the proposed methods in order to guide the on-going development of the *clouddrift* *Python* package.\n", "\n", "## Technical contributions\n", "\n", "- Description of some challenges arising from the analysis of large, heterogeneous Lagrangian datasets.\n", "- Description of some data formats for Lagrangian analysis with *Python*.\n", "- Comparison of performances of established and developing *Python* packages and libraries.\n", "\n", "## Methodology\n", "\n", "The notebook proceeds in three steps:\n", "1. First, we download a subset of the hourly dataset of the GDP. Specifically, we access version 2.00 (beta) of the dataset that consists of a collection of 17,324 NetCDF files, one for each drifting buoy, available from a HHTPS (or FTP) [server](https://www.aoml.noaa.gov/ftp/pub/phod/lumpkin/hourly/v2.00/netcdf/) of the GDP. Alternative methods to download these data are described on the website of the [GDP DAC at NOAA AOML](https://www.aoml.noaa.gov/phod/gdp/hourly_data.php) and includes a newly-formed collection from the NOAA National Centers for Environmental Information with [doi:10.25921/x46c-3620](https://doi.org/10.25921/x46c-3620). We download a subset (which size can be scaled up or down) then proceed to aggregate the data from the individual files in one single file using a suggested format (the contiguous ragged array).\n", "\n", "2. Second, we benchmark three libraries—*xarray*, *Pandas*, and *Awkward Array*—with typical Lagrangian workflow tasks such as the geographical binning of a variable, the extraction of the data for a given region, and operations performed per drifter trajectory.\n", "\n", "3. Third, we discuss briefly future works for the upcoming *clouddrift* library, and seek to obtain feedback from the community to guide future development.\n", "\n", "## Results\n", "\n", "In terms of python packages, we find that *Pandas* is intuitive with a simple syntax but does not perform efficiently with a large dataset. The complete GDP hourly dataset is currently *only* ~15 GB, but as part of *CloudDrift* we also want to support larger Lagrangian datasets (>100 GB). On the other hand, *xarray* can interface with *Dask* to efficiently *lazy-load* large dataset but it requires custom adaptation to operate on a ragged array. In contrast, *Awkward Array* provides a novel approach by storing alongside the data an offset index in a manner that is transparent to the user, simplifying the analysis of non-uniform Lagrangian datasets. We find that it is also *fast* and can easily interface with *Numba* to further improve performances.\n", "\n", "In terms of benchmark speed, each package show similar results for the geographical binning (test 1) and the operation per trajectory (test 3) benchmarks. For the extraction of a given region (test 2), *xarray* was found to be slower than both *Pandas* and *Awkward Array*. We note that speed and performance may not the deciding factor for all users and we believe that ease of use and simple intuitive syntax is as important for the end users. For this reason, we believe that the performance of *Awkward Array* and its ease of use make it a perfect framework to develop the CloudDrift library." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Funding" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "Award1 = {\"agency\": \"NSF EarthCube\", \"award_code\": \"2126413\", \"award_URL\": \"https://www.nsf.gov/awardsearch/showAward?AWD_ID=2126413\"}\n", "Award2 = {\"agency\": \"Atlantic Oceanographic and Meteorological Laboratory\", \"award_code\": \"\", \"award_URL\": \"https://www.aoml.noaa.gov/global-drifter-program\"}\n", "Award3 = {\"agency\": \"NOAA’s Global Ocean Monitoring and Observing Program\", \"award_code\": \"\", \"award_URL\": \"https://globalocean.noaa.gov\"}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Keywords" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "keywords=[\"lagrangian\", \"drifters\", \"data structures\", \"workflow tasks\", \"benchmarks\"]" ] }, { "cell_type": "markdown", "metadata": { "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ "## Citation\n", "\n", "P. Miron, S. Elipot, R. Lumpkin and B. Dano, Accelerating Lagrangian analysis of oceanic data: benchmarking typical workflows, 2022, 2022 EarthCube Annual Meeting, Accessed X/Y/2022 at https://github.com/Cloud-Drift/earthcube-meeting-2022\n", "\n", "## Acknowledgements\n", "\n", "The CloudDrift team would like to acknowledge [Dr. Ryan Abernathey](https://github.com/rabernat) for suggesting to create benchmarks on typical Lagrangian workflow tasks and [Dr. Jim Pivarski](https://github.com/jpivarski) for assisting with Awkward array." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Setup\n", "\n", "## Library import" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Data manipulation\n", "import numpy as np\n", "import xarray as xr\n", "import pandas as pd\n", "import awkward as ak\n", "from scipy import stats\n", "\n", "# others\n", "import time\n", "from os.path import isfile, join\n", "from datetime import datetime\n", "import dask\n", "import numba as nb\n", "import functools\n", "\n", "# data retrieval\n", "import urllib.request\n", "import concurrent.futures \n", "import re\n", "from tqdm import tqdm\n", "\n", "# visualization\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as colors\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "from matplotlib.ticker import MaxNLocator\n", "import cartopy.crs as ccrs\n", "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter\n", "import cartopy.feature as cfeature\n", "import cmocean\n", "\n", "# we will see that the GDP DAC netcdf files contain non standard values that cause warnings\n", "import warnings\n", "warnings.simplefilter(action='ignore', category=FutureWarning)\n", "\n", "# default settings visualization\n", "plt.rcParams.update({'font.size': 8, \n", " 'xtick.major.pad': 1, \n", " 'ytick.major.pad': 1})\n", "\n", "# system information\n", "import platform\n", "import psutil" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Local library import" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# To run this notebook, we need to load on a number of functions from the `preprocess.py` file found within this repository.\n", "from preprocess import create_ragged_array, create_ak" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Data Overview\n", "\n", "In the first step of this notebook, we present the current format of the [Global Drifter Program (GDP)](https://www.aoml.noaa.gov/phod/gdp/) dataset, and show how to transform it into a single archival file in which each variable is stored in an ragged fashion.\n", "\n", "The GDP produces two interpolated datasets of drifter position, velocity and sea surface temperature from more than 20,000 drifters that have been released since 1979. One dataset is at 6-hour resolution ([Hansen and Poulain 1996](http://dx.doi.org/10.1175/1520-0426(1996)013<0900:QCAIOW>2.0.CO;2)) and the other one is at hourly resolution ([Elipot et al. 2016](http://dx.doi.org/10.1002/2016JC011716)). The files, one per drifter identified by its unique identification number (ID), are updated on a quarterly basis and are available via the [HTTPS server](https://www.aoml.noaa.gov/ftp/pub/phod/lumpkin/hourly/v2.00/netcdf/) of the GDP Data Assembly Center (DAC).\n", "\n", "Here we use a subset of the hourly drifter dataset of the GDP by setting the variable `subset_nb_drifters = 500`. The suggested number is large enough to create an interesting dataset, yet without making the downloading cumbersome and the data processing too expensive. Feel free to scale down or up this value (from 1 to 17324), but beware that if you are running this notebook in a *Binder there is a 2 GB memory limitation* (running this Notebook with `subset_nb_drifters = 500` requires close to 2 GB). \n", "\n", "**Note that you must execute Sec. 4 to create the archive (`gdp_subset.nc`) required for Sec. 5, 6, and 7. Once the ragged array is created, those sections can be executed in any order.**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "subset_nb_drifters = 500 # you can scale up/down this number (maximum value of 17324)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fetching the 500 requested netCDF files (as a reference ~2min for 500 files).\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|████████████████████████████████████████████████████████████| 500/500 [00:00<00:00, 319104.08it/s]\n" ] } ], "source": [ "# output folder and official GDP https server\n", "# Note: If you are running this notebook on a local computer and have already downloaded the individual NetCDF files \n", "# independently of this notebook, you can move/copy these files to the folder destination shown below, \n", "# or alternatively change the variable 'folder' to your folder with the data\n", "folder = 'data/raw/'\n", "input_url = 'https://www.aoml.noaa.gov/ftp/pub/phod/lumpkin/hourly/v2.00/netcdf/'\n", "\n", "# load the complete list of drifter IDs from the AOML https\n", "urlpath = urllib.request.urlopen(input_url)\n", "string = urlpath.read().decode('utf-8')\n", "pattern = re.compile('drifter_[0-9]*.nc')\n", "filelist = pattern.findall(string)\n", "list_id = np.unique([int(f.split('_')[-1][:-3]) for f in filelist])\n", "\n", "# Here we \"randomly\" select a subset of ID numbers but produce reproducible results\n", "# by actually setting the seed of the random generator\n", "rng = np.random.RandomState(42) # reproducible results\n", "subset_id = sorted(rng.choice(list_id, subset_nb_drifters, replace=False))\n", "\n", "def fetch_netcdf(url, file):\n", " '''\n", " Download and save file from the given url (if not present)\n", " '''\n", " if not isfile(file):\n", " req = urllib.request.urlretrieve(url, file)\n", "\n", "# Typically it should take ~2 min for 500 drifters\n", "print(f'Fetching the {subset_nb_drifters} requested netCDF files (as a reference ~2min for 500 files).')\n", "with concurrent.futures.ThreadPoolExecutor() as exector:\n", " # create list of urls and paths\n", " urls = []\n", " files = []\n", " for i in subset_id:\n", " file = f'drifter_{i}.nc'\n", " urls.append(join(input_url, file))\n", " files.append(join(folder, file))\n", " \n", " # parallel retrieving of individual netCDF files\n", " list(tqdm(exector.map(fetch_netcdf, urls, files), total=len(files)))" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Individual NetCDFs\n", "\n", "### Dimensions\n", "\n", "Each individual NetCDF file contains two main dimensions for its variables:\n", "\n", "- `['traj']` of length 1, since there is one trajectory per file (e.g. `ID`, `deploy_date`, `deploy_lon`, etc.)\n", "- `['obs']`: of length N, with N the number of observations along the trajectory (`lon`, `lat`, `ve`, `vn`, `sst`, etc.)\n", " \n", "### Variables\n", "\n", "In each file, there are 20 numerical variables representing estimated quantities with dimensions `['traj', 'obs']` (where `traj` = 1 since there is only one trajectory per file). There are 11 numerical variables with dimension `['traj']` that contain metadata unique to each drifter and file (e.g. Deployment date and time). In addition, there are 2 variables with one of their dimensions being `['traj']` that also contains non-numerical metadata (e.g. Buoy type). Further metadata pertaining to an individual drifter and to the whole dataset are contained in various *global attributes* of the NetCDF file.\n", "\n", "To have a \\\"peek\\\" at the structure of the NetCDF files (dimensions, variables, and attributes), we load the first file in our list of files as an *xarray* dataset object using the `open_dataset`function. *xarray* offers a pleasant html visualization of a dataset (expand the view by clicking on the black arrows to the left)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:           (traj: 1, obs: 1095)\n",
       "Dimensions without coordinates: traj, obs\n",
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       "    ID                (traj) |S10 b'2592'\n",
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       "    flg_sst           (traj, obs) float64 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 0.0\n",
       "    flg_sst1          (traj, obs) float64 5.0 5.0 5.0 5.0 ... 5.0 5.0 5.0 0.0\n",
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       "Attributes: (12/72)\n",
       "    title:                      Global Drifter Program hourly drifting buoy c...\n",
       "    id:                         Global Drifter Program ID 2592\n",
       "    location_type:              Argos\n",
       "    wmo_platform_code:          4400509\n",
       "    ncei_template_version:      NCEI_NetCDF_Trajectory_Template_v2\n",
       "    cdm_data_type:              Trajectory\n",
       "    ...                         ...\n",
       "    DrogueCenterDepth:          15 m\n",
       "    DrogueDetectSensor:         submergence\n",
       "    acknowledgement:            Elipot et al. (2016), Elipot et al. (2021) to...\n",
       "    history:                    Version 2.00.  Metadata from dirall.dat and d...\n",
       "    interpolation_method:       \n",
       "    imei:                       
" ], "text/plain": [ "\n", "Dimensions: (traj: 1, obs: 1095)\n", "Dimensions without coordinates: traj, obs\n", "Data variables: (12/33)\n", " ID (traj) |S10 ...\n", " rowsize (traj) int32 ...\n", " WMO (traj) float64 ...\n", " expno (traj) float64 ...\n", " deploy_date (traj) float32 ...\n", " deploy_lat (traj) float64 ...\n", " ... ...\n", " err_sst (traj, obs) float64 ...\n", " err_sst1 (traj, obs) float64 ...\n", " err_sst2 (traj, obs) float64 ...\n", " flg_sst (traj, obs) float64 ...\n", " flg_sst1 (traj, obs) float64 ...\n", " flg_sst2 (traj, obs) float64 ...\n", "Attributes: (12/72)\n", " title: Global Drifter Program hourly drifting buoy c...\n", " id: Global Drifter Program ID 2592\n", " location_type: Argos\n", " wmo_platform_code: 4400509\n", " ncei_template_version: NCEI_NetCDF_Trajectory_Template_v2\n", " cdm_data_type: Trajectory\n", " ... ...\n", " DrogueCenterDepth: 15 m\n", " DrogueDetectSensor: submergence\n", " acknowledgement: Elipot et al. (2016), Elipot et al. (2021) to...\n", " history: Version 2.00. Metadata from dirall.dat and d...\n", " interpolation_method: \n", " imei: " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = xr.open_dataset(files[0], decode_times=False)\n", "ds" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Contiguous Ragged Array\n", "\n", "In the GDP dataset, the number of observations varies from `len(['obs'])=13` to `len(['obs'])=66417`. As such, it seems inefficient to create bidimensional datastructure `['traj', 'obs']`, commonly used by Lagrangian numerical simulation tools such as [Ocean Parcels](https://oceanparcels.org/) and [OpenDrift](https://opendrift.github.io/) that tend to generate trajectories of equal or similar lengths.\n", "\n", "Here, we propose to combine the data from the individual netCDFs files into a [*contiguous ragged array*](https://cfconventions.org/cf-conventions/cf-conventions.html#_contiguous_ragged_array_representation) eventually written in a single NetCDF file in order to simplify data distribution, decrease metadata redundancies, and efficiently store a Lagrangian data collection of uneven lengths. The aggregation process (conducted with the `create_ragged_array` function found in the module `preprocess.py`) also converts to variables some of the metadata originally stored as attributes in the individual NetCDFs. The final structure contains 21 variables with dimension `['obs']` and 38 variables with dimension `['traj']`." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|████████████████████████████████████████████████████████████████| 500/500 [00:08<00:00, 60.40it/s]\n" ] } ], "source": [ "create_ragged_array(files).to_xarray().to_netcdf(join('data', 'gdp_subset.nc'))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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       "Attributes: (12/15)\n",
       "    title:             Global Drifter Program hourly drifting buoy collection\n",
       "    history:           Version 2.00.  Metadata from dirall.dat and deplog.dat\n",
       "    Conventions:       CF-1.6\n",
       "    date_created:      2022-05-20T14:48:40.763710\n",
       "    publisher_name:    GDP Drifter DAC\n",
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       "    ...                ...\n",
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       "    contributor_name:  NOAA Global Drifter Program\n",
       "    contributor_role:  Data Acquisition Center\n",
       "    institution:       NOAA Atlantic Oceanographic and Meteorological Laboratory\n",
       "    acknowledgement:   Elipot et al. (2022) to be submitted. Elipot et al. (2...\n",
       "    summary:           Global Drifter Program hourly data
" ], "text/plain": [ "\n", "Dimensions: (traj: 500, obs: 4786301)\n", "Coordinates:\n", " ID (traj) int64 ...\n", " lon (obs) float32 ...\n", " lat (obs) float32 ...\n", " time (obs) datetime64[ns] ...\n", " ids (obs) int64 ...\n", "Dimensions without coordinates: traj, obs\n", "Data variables: (12/54)\n", " rowsize (traj) int64 ...\n", " location_type (traj) bool ...\n", " WMO (traj) int32 ...\n", " expno (traj) int32 ...\n", " deploy_date (traj) datetime64[ns] ...\n", " deploy_lon (traj) float32 ...\n", " ... ...\n", " err_sst (obs) float32 ...\n", " err_sst1 (obs) float32 ...\n", " err_sst2 (obs) float32 ...\n", " flg_sst (obs) int8 ...\n", " flg_sst1 (obs) int8 ...\n", " flg_sst2 (obs) int8 ...\n", "Attributes: (12/15)\n", " title: Global Drifter Program hourly drifting buoy collection\n", " history: Version 2.00. Metadata from dirall.dat and deplog.dat\n", " Conventions: CF-1.6\n", " date_created: 2022-05-20T14:48:40.763710\n", " publisher_name: GDP Drifter DAC\n", " publisher_email: aoml.dftr@noaa.gov\n", " ... ...\n", " metadata_link: https://www.aoml.noaa.gov/phod/dac/dirall.html\n", " contributor_name: NOAA Global Drifter Program\n", " contributor_role: Data Acquisition Center\n", " institution: NOAA Atlantic Oceanographic and Meteorological Laboratory\n", " acknowledgement: Elipot et al. (2022) to be submitted. Elipot et al. (2...\n", " summary: Global Drifter Program hourly data" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# using the previously downloaded files\n", "ds = xr.open_dataset('data/gdp_subset.nc')\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this `xarray.Dataset` object, the data from the five hundred trajectories (here ordered by ID number by choice) are stored one after the other along the `obs` dimension. To be able to track the sizes of each consecutive trajectory, we have created a new array variable in this dataset called `rowsize` which contains all trajectory lengths." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "    sample_dimension:  obs\n",
       "    units:             -
" ], "text/plain": [ "\n", "array([ 1095, 19132, 6631, ..., 643, 1843, 1176])\n", "Coordinates:\n", " ID (traj) int64 2592 6428 13566 17927 ... 68244730 68246720 68248530\n", "Dimensions without coordinates: traj\n", "Attributes:\n", " long_name: Number of observations per trajectory\n", " sample_dimension: obs\n", " units: -" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.rowsize" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In summary, we find that the structure of such a contiguous ragged array is perhaps not as straightforward as a two-dimensional array, but nevertheless it has several advantages:\n", "- Only one file is needed to hold the complete dataset and less storage space is needed than for 2D matrix\n", "- The extra `rowsize` variable is a small addition to the original data that will be useful to access data per trajectory (see next section)\n", "- It should be efficient to perform reduce operation (e.g. `mean`, `std`, etc.) on the full dataset since the data is stored in a continuous array." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "del ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the second and next step of the notebook, we benchmark different data science *Python* libraries. For this, the following sections present three typical Lagrangian tasks which are conducted successively using *xarray*, *Pandas*, and finally *Awkward Arrays*." ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# *Xarray*" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "path_gdp = 'data/gdp_subset.nc'\n", "ds = xr.open_dataset(path_gdp, chunks={}) # chunks={} to automatically select chunks size" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The [*xarray*](https://docs.xarray.dev/en/stable/) package provides a nice html interface that allows us to quickly scroll to the variables of the xr.Dataset, look at its attributes, and get information about the underlying data structure. Xarray also supports reading the data in *chunks* which are pieces of the underlying data, represented as many *NumPy* (or *NumPy*-like) arrays. The size of the *chunks* is critical to optimize advanced algorithms. Using the default settings (with `chunks={}`), we can see that there is only one chunk per dimension, since the length of one of the variable can easily fit in memory (click on the disk symbol to the right to expand the information and visually see the chunk size)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:                (traj: 500, obs: 4786301)\n",
       "Coordinates:\n",
       "    ID                     (traj) int64 dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    lon                    (obs) float32 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    lat                    (obs) float32 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    time                   (obs) datetime64[ns] dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    ids                    (obs) int64 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "Dimensions without coordinates: traj, obs\n",
       "Data variables: (12/54)\n",
       "    rowsize                (traj) int64 dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    location_type          (traj) bool dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    WMO                    (traj) int32 dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    expno                  (traj) int32 dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    deploy_date            (traj) datetime64[ns] dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    deploy_lon             (traj) float32 dask.array<chunksize=(500,), meta=np.ndarray>\n",
       "    ...                     ...\n",
       "    err_sst                (obs) float32 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    err_sst1               (obs) float32 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    err_sst2               (obs) float32 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    flg_sst                (obs) int8 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    flg_sst1               (obs) int8 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "    flg_sst2               (obs) int8 dask.array<chunksize=(4786301,), meta=np.ndarray>\n",
       "Attributes: (12/15)\n",
       "    title:             Global Drifter Program hourly drifting buoy collection\n",
       "    history:           Version 2.00.  Metadata from dirall.dat and deplog.dat\n",
       "    Conventions:       CF-1.6\n",
       "    date_created:      2022-05-20T14:48:40.763710\n",
       "    publisher_name:    GDP Drifter DAC\n",
       "    publisher_email:   aoml.dftr@noaa.gov\n",
       "    ...                ...\n",
       "    metadata_link:     https://www.aoml.noaa.gov/phod/dac/dirall.html\n",
       "    contributor_name:  NOAA Global Drifter Program\n",
       "    contributor_role:  Data Acquisition Center\n",
       "    institution:       NOAA Atlantic Oceanographic and Meteorological Laboratory\n",
       "    acknowledgement:   Elipot et al. (2022) to be submitted. Elipot et al. (2...\n",
       "    summary:           Global Drifter Program hourly data
" ], "text/plain": [ "\n", "Dimensions: (traj: 500, obs: 4786301)\n", "Coordinates:\n", " ID (traj) int64 dask.array\n", " lon (obs) float32 dask.array\n", " lat (obs) float32 dask.array\n", " time (obs) datetime64[ns] dask.array\n", " ids (obs) int64 dask.array\n", "Dimensions without coordinates: traj, obs\n", "Data variables: (12/54)\n", " rowsize (traj) int64 dask.array\n", " location_type (traj) bool dask.array\n", " WMO (traj) int32 dask.array\n", " expno (traj) int32 dask.array\n", " deploy_date (traj) datetime64[ns] dask.array\n", " deploy_lon (traj) float32 dask.array\n", " ... ...\n", " err_sst (obs) float32 dask.array\n", " err_sst1 (obs) float32 dask.array\n", " err_sst2 (obs) float32 dask.array\n", " flg_sst (obs) int8 dask.array\n", " flg_sst1 (obs) int8 dask.array\n", " flg_sst2 (obs) int8 dask.array\n", "Attributes: (12/15)\n", " title: Global Drifter Program hourly drifting buoy collection\n", " history: Version 2.00. Metadata from dirall.dat and deplog.dat\n", " Conventions: CF-1.6\n", " date_created: 2022-05-20T14:48:40.763710\n", " publisher_name: GDP Drifter DAC\n", " publisher_email: aoml.dftr@noaa.gov\n", " ... ...\n", " metadata_link: https://www.aoml.noaa.gov/phod/dac/dirall.html\n", " contributor_name: NOAA Global Drifter Program\n", " contributor_role: Data Acquisition Center\n", " institution: NOAA Atlantic Oceanographic and Meteorological Laboratory\n", " acknowledgement: Elipot et al. (2022) to be submitted. Elipot et al. (2...\n", " summary: Global Drifter Program hourly data" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## *Xarray* test 1: Geographical binning of any variable\n", "The first benchmark test implemented here is to compute statistics per geographical *bins*. Here we choose to compute the mean of the zonal velocity (`ve`) from all drifter estimates. From the previous cell, we can see that the size of the chunks were automatically set to the size of `obs`, leading to one chunk per variable. For this type of bin operation, one chunk is convenient because the *complete zonal velocity ragged array* variable will be loaded in memory in one operation. In order to perform operations per trajectory (shown below), we will instead set the size of the chunks to be the length of each trajectory, which here would have required `subset_nb_drifters` operation to load the same data.\n", "\n", "*Note*: chunks should always align with the computation to optimize performance (more details in section 5.3.2)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to keep track of computing times of each test, we create a variable `benchmark_times`." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "benchmark_times = np.zeros((3,3)) # 3 benchmark tests for the 3 different processing libraries" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We calculate the mean zonal velocity using the `binned_statistic_2d` function from the `stats` module of the `scipy` package:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "lon = np.linspace(-180, 180, 360*2)\n", "lat = np.linspace(-90, 90, 180*2)\n", "\n", "ret = stats.binned_statistic_2d(ds.lon, \n", " ds.lat,\n", " ds.ve,\n", " statistic=np.nanmean, \n", " bins=[lon, lat])\n", "\n", "benchmark_times[0,0] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now plot the results:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x_c = np.convolve(lon, [0.5, 0.5], mode='valid')\n", "y_c = np.convolve(lat, [0.5, 0.5], mode='valid')\n", "\n", "# get 1st and 99th percentiles of values to plot to get a useful range for the colorscale\n", "v1,v2 = np.nanpercentile(ret.statistic.T,[1,99])\n", "\n", "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.Robinson(central_longitude=-180))\n", "cmap = cmocean.tools.crop(cmocean.cm.balance, vmin=v1, vmax=v2, pivot=0)\n", "pcm = ax.pcolormesh(x_c, y_c, \n", " ret.statistic.T, \n", " cmap=cmap, \n", " transform=ccrs.PlateCarree(),\n", " vmin=v1, vmax=v2)\n", "\n", "# gridlines and labels\n", "gl = ax.gridlines(color='k', linewidth=0.1, linestyle='-',\n", " xlocs=np.arange(-180, 181, 60), ylocs=np.arange(-90, 91, 30),\n", " draw_labels=True)\n", "gl.top_labels = False\n", "gl.right_labels = False\n", "\n", "# add land and coastline\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"3%\", pad=0.05, axes_class=plt.Axes)\n", "cb = fig.colorbar(pcm, cax=cax);\n", "cb.ax.set_ylabel('Zonal velocity [m/s]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Xarray* test 2: Extract a given region\n", "\n", "Extracting a subregion of the dataset is also a very common operation. *xarray* provides efficient way to apply mask to the data. One important thing to note is that since we have two dimensions, a mask is applied on the `obs` as well as on the `traj` dimensions. We first define a function to do the data extraction:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "def retrieve_region(ds, lon: list = None, lat: list = None, time: list = None) -> xr.Dataset:\n", " '''Subset the dataset for a region in space and time\n", " \n", " Args:\n", " ds: xarray Dataset\n", " lon: longitude slice of the subregion\n", " lat: latitude slice of the subregion\n", " time: tiem slice of the subregion\n", " \n", " Returns: \n", " ds_subset: Dataset of the subregion\n", " '''\n", " \n", " # define the mask for the 'obs' dimension\n", " mask = np.ones(ds.dims['obs'], dtype='bool')\n", "\n", " if lon:\n", " mask &= (ds.coords['lon'] >= lon[0]).values\n", " mask &= (ds.coords['lon'] <= lon[1]).values\n", "\n", " if lat:\n", " mask &= (ds.coords['lat'] >= lat[0]).values\n", " mask &= (ds.coords['lat'] <= lat[1]).values\n", "\n", " if time:\n", " mask &= (ds.coords['time'] >= np.datetime64(time[0])).values\n", " mask &= (ds.coords['time'] <= np.datetime64(time[1])).values\n", " \n", " # define the mask for the 'traj' dimension using the ID numbers from the masked observation\n", " mask_id = np.in1d(ds.ID, np.unique(ds.ids[mask]))\n", " ds_subset = ds.isel(obs=np.where(mask)[0], traj=np.where(mask_id)[0])\n", "\n", " return ds_subset.compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we use this function to extract the data from the Gulf of Mexico for years 2000 to 2020:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "# we need to record the time for benchmarking in the end\n", "lon = [-98, -78]\n", "lat = [18, 31]\n", "day0 = datetime(2000,1,1).strftime('%Y-%m-%d')\n", "day1 = datetime(2020,12,31).strftime('%Y-%m-%d')\n", "days = [day0, day1]\n", "ds_subset = retrieve_region(ds, lon, lat, days)\n", "\n", "benchmark_times[0,1] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For visualization of the results, the sea surface temperature estimates along trajectories from the extracted subregion are plotted in the next cell." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.PlateCarree())\n", "\n", "# temperature data are in Kelvin so we convert to degree Celsius\n", "pcm = ax.scatter(ds_subset.lon, ds_subset.lat, \n", " s=0.05, c=ds_subset.sst-273.15, transform=ccrs.PlateCarree(),\n", " cmap=cmocean.cm.thermal, vmin=-2, vmax=50)\n", "\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "ax.set_xticks(np.arange(-95, -79, 5), crs=ccrs.PlateCarree())\n", "ax.set_yticks([20, 25, 30], crs=ccrs.PlateCarree())\n", "ax.xaxis.set_major_formatter(LongitudeFormatter())\n", "ax.yaxis.set_major_formatter(LatitudeFormatter())\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes('right', size='3%', pad=0.02, axes_class=plt.Axes)\n", "cb = fig.colorbar(pcm, cax=cax)\n", "cb.set_label('Sea Surface Temperature [˚C]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Xarray* test 3: Operations per trajectory\n", "\n", "### Single statistic per trajectory\n", "The next type of common operation with Lagrangian data is to compute statistics, or perform time series analysis, per trajectory. In order to do this with an *xarray* dataset, we need to create first a variable that indexes the beginning of each trajectory, i.e. we create an array `traj_idx` in which `traj_idx[i]` is the starting index of the data for the (i+1)th trajectory (since *Python* uses zero-based indexing.)." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "traj_idx = np.insert(np.cumsum(ds.rowsize.values), 0, 0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can retrieve a given variable of a specified trajectory but note that we need to indicate both the start and the end indices of the data for that trajectory. For example, get the SST time series for the 11th trajectory:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'sst' (obs: 4151)>\n",
       "array([    nan, 290.941, 290.967, ..., 281.062, 281.037,     nan],\n",
       "      dtype=float32)\n",
       "Coordinates:\n",
       "    lon      (obs) float32 -55.01 -55.01 -55.01 -55.0 ... -25.87 -25.85 -25.84\n",
       "    lat      (obs) float32 -39.96 -39.95 -39.95 -39.94 ... -45.79 -45.78 -45.78\n",
       "    time     (obs) datetime64[ns] 2002-12-18T19:00:00 ... 2003-06-13T07:00:00\n",
       "    ids      (obs) int64 27131 27131 27131 27131 ... 27131 27131 27131 27131\n",
       "Dimensions without coordinates: obs\n",
       "Attributes:\n",
       "    long_name:  Fitted sea water temperature\n",
       "    units:      Kelvin\n",
       "    comments:   Estimated near-surface sea water temperature from drifting bu...
" ], "text/plain": [ "\n", "array([ nan, 290.941, 290.967, ..., 281.062, 281.037, nan],\n", " dtype=float32)\n", "Coordinates:\n", " lon (obs) float32 -55.01 -55.01 -55.01 -55.0 ... -25.87 -25.85 -25.84\n", " lat (obs) float32 -39.96 -39.95 -39.95 -39.94 ... -45.79 -45.78 -45.78\n", " time (obs) datetime64[ns] 2002-12-18T19:00:00 ... 2003-06-13T07:00:00\n", " ids (obs) int64 27131 27131 27131 27131 ... 27131 27131 27131 27131\n", "Dimensions without coordinates: obs\n", "Attributes:\n", " long_name: Fitted sea water temperature\n", " units: Kelvin\n", " comments: Estimated near-surface sea water temperature from drifting bu..." ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "i = 10\n", "# .compute() is necessary here to explicitely load the data from the file and execute the operation\n", "ds.sst[slice(traj_idx[i], traj_idx[i+1])].compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The same `sst` variable can be retrieved by using the drifter's ID:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(27131)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "id_ex = ds.ID[i].values # id of the i+1 th trajectory as an example\n", "id_ex" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'sst' (obs: 4151)>\n",
       "array([    nan, 290.941, 290.967, ..., 281.062, 281.037,     nan],\n",
       "      dtype=float32)\n",
       "Coordinates:\n",
       "    lon      (obs) float32 -55.01 -55.01 -55.01 -55.0 ... -25.87 -25.85 -25.84\n",
       "    lat      (obs) float32 -39.96 -39.95 -39.95 -39.94 ... -45.79 -45.78 -45.78\n",
       "    time     (obs) datetime64[ns] 2002-12-18T19:00:00 ... 2003-06-13T07:00:00\n",
       "    ids      (obs) int64 27131 27131 27131 27131 ... 27131 27131 27131 27131\n",
       "Dimensions without coordinates: obs\n",
       "Attributes:\n",
       "    long_name:  Fitted sea water temperature\n",
       "    units:      Kelvin\n",
       "    comments:   Estimated near-surface sea water temperature from drifting bu...
" ], "text/plain": [ "\n", "array([ nan, 290.941, 290.967, ..., 281.062, 281.037, nan],\n", " dtype=float32)\n", "Coordinates:\n", " lon (obs) float32 -55.01 -55.01 -55.01 -55.0 ... -25.87 -25.85 -25.84\n", " lat (obs) float32 -39.96 -39.95 -39.95 -39.94 ... -45.79 -45.78 -45.78\n", " time (obs) datetime64[ns] 2002-12-18T19:00:00 ... 2003-06-13T07:00:00\n", " ids (obs) int64 27131 27131 27131 27131 ... 27131 27131 27131 27131\n", "Dimensions without coordinates: obs\n", "Attributes:\n", " long_name: Fitted sea water temperature\n", " units: Kelvin\n", " comments: Estimated near-surface sea water temperature from drifting bu..." ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "j = int(np.where(ds.ID == id_ex)[0]) # retrieve back the index\n", "ds.sst[slice(traj_idx[j], traj_idx[j+1])].compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once we know the indices of the trajectory of interest, we can calculate statistics like `mean()` or other reducing operations on one, or a list of variables:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:   ()\n",
       "Coordinates:\n",
       "    ID        int64 27131\n",
       "Data variables:\n",
       "    ve        float32 0.1437\n",
       "    vn        float32 -0.04261\n",
       "    gap       float32 1.479e+04\n",
       "    err_lat   float32 0.007155\n",
       "    err_lon   float32 0.01117\n",
       "    sst       float32 285.7\n",
       "    sst1      float32 285.7\n",
       "    sst2      float32 -0.003311\n",
       "    err_sst   float32 0.07059\n",
       "    err_sst1  float32 0.02489\n",
       "    err_sst2  float32 0.06399
" ], "text/plain": [ "\n", "Dimensions: ()\n", "Coordinates:\n", " ID int64 27131\n", "Data variables:\n", " ve float32 0.1437\n", " vn float32 -0.04261\n", " gap float32 1.479e+04\n", " err_lat float32 0.007155\n", " err_lon float32 0.01117\n", " sst float32 285.7\n", " sst1 float32 285.7\n", " sst2 float32 -0.003311\n", " err_sst float32 0.07059\n", " err_sst1 float32 0.02489\n", " err_sst2 float32 0.06399" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s_var = ['ve', 'vn', 'gap', 'err_lat', 'err_lon', 'sst', 'sst1', 'sst2', 'err_sst', 'err_sst1', 'err_sst2']\n", "ds.isel({'obs': slice(traj_idx[i], traj_idx[i+1]), 'traj': i})[s_var].mean().compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Operations per trajectory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As previously noted, to perform the same operation per trajectory, it is more efficient to align the *chunks* with the trajectories. This is done by settings the size of the *chunks* equal to the dimensions of the trajectories. However, here we need to know the lengths of all the trajectories in the order they are arranged in the ragged array *before* actually loading the dataset with *xarray*. This is clearly not practical as *xarray* does not provide an obvious mechanism to align the data chunks with specified indices." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "rowsize = np.zeros(len(files), dtype='int')\n", "for i, file in enumerate(files):\n", " with xr.open_dataset(file, decode_times=False) as ds_t:\n", " rowsize[i] = ds_t.sizes['obs']" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "ds.close() # close previously loaded xr.Dataset\n", "\n", "# align chunks of the dask array with the length of each individual trajectory\n", "chunk_settings = {'obs': tuple(rowsize.tolist())}\n", "\n", "ds = xr.open_dataset('data/gdp_subset.nc', chunks=chunk_settings)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Variables such as the longitude, are now split into `subset_nb_drifters` chunks which have different sizes and where the maximum size is indicated by the `Shape` characteristic of the *xarray.DataArray* objects. As an example for `lon`:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'lon' (obs: 4786301)>\n",
       "dask.array<open_dataset-7f2a95543265e3b414ce19877f3d517clon, shape=(4786301,), dtype=float32, chunksize=(50655,), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "    lon      (obs) float32 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    lat      (obs) float32 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    time     (obs) datetime64[ns] dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    ids      (obs) int64 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "Dimensions without coordinates: obs\n",
       "Attributes:\n",
       "    long_name:  Longitude\n",
       "    units:      degrees_east
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " lon (obs) float32 dask.array\n", " lat (obs) float32 dask.array\n", " time (obs) datetime64[ns] dask.array\n", " ids (obs) int64 dask.array\n", "Dimensions without coordinates: obs\n", "Attributes:\n", " long_name: Longitude\n", " units: degrees_east" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.lon" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Naturally, now loading a trajectory always require loading *only* one chunk." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'lon' (obs: 4151)>\n",
       "dask.array<getitem, shape=(4151,), dtype=float32, chunksize=(4151,), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "    lon      (obs) float32 dask.array<chunksize=(4151,), meta=np.ndarray>\n",
       "    lat      (obs) float32 dask.array<chunksize=(4151,), meta=np.ndarray>\n",
       "    time     (obs) datetime64[ns] dask.array<chunksize=(4151,), meta=np.ndarray>\n",
       "    ids      (obs) int64 dask.array<chunksize=(4151,), meta=np.ndarray>\n",
       "Dimensions without coordinates: obs\n",
       "Attributes:\n",
       "    long_name:  Longitude\n",
       "    units:      degrees_east
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " lon (obs) float32 dask.array\n", " lat (obs) float32 dask.array\n", " time (obs) datetime64[ns] dask.array\n", " ids (obs) int64 dask.array\n", "Dimensions without coordinates: obs\n", "Attributes:\n", " long_name: Longitude\n", " units: degrees_east" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "i = 10\n", "ds.lon.isel({'obs': slice(traj_idx[i], traj_idx[i+1])})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Simple operation by chunks (or blocks)\n", "\n", "To perform arbitrary operation per trajectory, we can now use `map_blocks()` that applies a function per chunk (*block* is also used for *chunks*). In the example below we simply define the function `func` that calculates the mean of each block of an array `x`. Note that this requires loading `nb_subset_drifters` chunks and applying the operation." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/jh/92r7zqw159xbv25hk5fbrzgw0000gp/T/ipykernel_2540/1074368307.py:2: RuntimeWarning: Mean of empty slice\n", " return np.array([np.nanmean(x)])\n" ] } ], "source": [ "def func(x):\n", " return np.array([np.nanmean(x)])\n", "\n", "stats_traj = ds.sst.data.map_blocks(func).compute() # apply to sst variable" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([275.79956, 280.2327 , 277.82953, 282.86588, 293.74094, 293.33972,\n", " 287.9495 , 271.2664 , 293.4779 , 300.82187], dtype=float32)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats_traj[:10]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### More complex operation where dimensions can change between input and output\n", "\n", "Alternatively, one can use the *xarray* function `apply_ufunc` to map a function per chunks. In this case, the function to be applied can be a bit more complex, but this method gives more flexibility to handle the input and output formats and dimensions of the function.\n", "\n", "In a first example, the eastward velocity is passed as an argument by chunk to the function which will calculate the anomaly per trajectory. The length of the output will be of the same length as the input. Please note here that:\n", "\n", "1. The input and output sizes are not modified.\n", "2. An argument must be passed to the function. It shouldn't be `ds.ve` (the xarray DataArray), but the `ds.ve.data` (the underlying dask core data array) must be used." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "def per_chunk_anomaly(array):\n", " # MUST return an array (https://github.com/dask/dask/issues/8822)\n", " return array.map_blocks(lambda x: x-np.nanmean(x), chunks=array.chunks)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "# here the apply_ufunc functions takes the function just defined above(per_chunk_anomaly)\n", "# and the data to which apply that function\n", "ret = xr.apply_ufunc(\n", " per_chunk_anomaly,\n", " ds.ve.data, # .data to retrieve the underlying chunked dask array\n", " input_core_dims=[['obs']],\n", " output_core_dims=[['obs']],\n", " dask='allowed'\n", ").compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And display some results:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.02569735, 0.02569735, 0.02599735, ..., 0.13741829, 0.13441828,\n", " 0.12031829], dtype=float32)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "4786301" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(ret) # only a few values will be shown by default\n", "display(len(ret)) # length of the output should be same as length of input" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a second example, we calculates `mean()` values per trajectory. This means that for our datasets consisting of `nb_subset_drifters` chunks, ttput will have `nb_subset_drifters` values, that is one value per chunk. In other words, the length of the output will be different from the length of the input." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "def per_chunk_mean(array):\n", " nchunks = len(array.chunks[0])\n", " output_chunks = ([1] * nchunks,) # 1 value per chunk\n", " return array.map_blocks(lambda x: np.nanmean(x, keepdims=True), chunks=output_chunks)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "ret = xr.apply_ufunc(\n", " per_chunk_mean,\n", " ds.ve.data,\n", " input_core_dims=[['obs']], # input dimension to the per_block function\n", " output_core_dims=[['obs']], # output still has one dimension\n", " exclude_dims=set(['obs']), # size of x changes so it has to be in the exclude_dims param\n", " dask='allowed',\n", ").compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And display some results:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-0.03099735, 0.14964446, 0.152546 , 0.15595299, 0.01793322,\n", " -0.01830383, 0.03096705, -0.03741267, -0.00138449, 0.03001278],\n", " dtype=float32)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "500" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(ret[:10]) # show only first 10 values\n", "display(len(ret)) # length of output should be the number of trajectories" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "In a last example, we estimate ocean velocity rotary spectra of the complex-valued time series `u+vi` via the periodogram method (and using the *NumPy* `fft` function). Here, the combination of the two methods `apply_ufunc` and `map_blocks` is a powerful tool which can serve as templates for a range of advanced processing applied per trajectory.\n", "\n", "First, we create the new complex-valued variable `cv` which inherits the chunks from `ve` and `vn`:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'cv' (obs: 4786301)>\n",
       "dask.array<add, shape=(4786301,), dtype=complex64, chunksize=(50655,), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "    lon      (obs) float32 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    lat      (obs) float32 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    time     (obs) datetime64[ns] dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "    ids      (obs) int64 dask.array<chunksize=(1095,), meta=np.ndarray>\n",
       "Dimensions without coordinates: obs
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " lon (obs) float32 dask.array\n", " lat (obs) float32 dask.array\n", " time (obs) datetime64[ns] dask.array\n", " ids (obs) int64 dask.array\n", "Dimensions without coordinates: obs" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = ds.assign(cv = ds['ve'] + 1j*ds['vn'])\n", "ds.cv" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "def per_chunk_periodogram(array):\n", " dt = 1/24 # [-]\n", " return array.map_blocks(lambda x: dt*np.abs(np.fft.fft(x))**2, chunks=array.chunks)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we benchmark this last, more complex, operation:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "ret = xr.apply_ufunc(\n", " per_chunk_periodogram,\n", " ds['cv'].data,\n", " input_core_dims=[[\"obs\"]], # input dimension to the per_block function\n", " output_core_dims=[[\"obs\"]], # output still has one dimension\n", " dask='allowed'\n", ").compute()\n", "\n", "benchmark_times[0,2] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The return variable is the same length as `ds['cv']`, and is a ragged array of estimated rotary spectra by the periodogram method.\n", "\n", "(Please note: the periodogram is not a good spectral estimator at all and alternative methods such as multitaper methods should be used to estimate spectra. Please also note that we assumed that the individual trajectories were gap-free at regular hourly intervals which is required to apply a FFT. However, some velocity time series have gaps, in which case the FFT calculation is not valid)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display one example spectrum:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "i = 0 # drifter index" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# calculate inertial frequency in cycle per day [cpd] from the mean latitude of trajectory\n", "omega = 7.2921159e-5 # Earth's rotation rate [rad/s]\n", "seconds_per_day = 60*60*24 # [s]\n", "fi = -2*omega*(seconds_per_day/(2*np.pi))*np.sin(np.radians(ds.lat[traj_idx[i]:traj_idx[i+1]]).mean().compute())\n", "\n", "# define frequency scale/abscissa\n", "dt = 1/24 # [-]\n", "f = np.fft.fftfreq(int(ds.rowsize[i].compute()), dt) \n", "ss = np.log10(ret[traj_idx[i]:traj_idx[i+1]]) # spectrum of the ith trajectory \n", "\n", "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1)\n", "\n", "h1, = ax.plot(np.fft.fftshift(f), np.fft.fftshift(ss), scaley=True, label='Spectrum', linewidth=0.5)\n", "h2 = ax.axvline(x=fi,color='k',linestyle=':', label='Inertial frequency', linewidth=0.5)\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('PSD (m$^2$ s$^{-2}$ cpd$^{-1}$)')\n", "ax.set_xlabel('Frequency [cpd]');" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "At this stage it is necessary to *clear the memory (RAM)* of the *Python* process because in the next step, the data are fully loaded in memory by using Pandas." ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "tags": [] }, "outputs": [], "source": [ "del ds, ds_subset, ret, traj_idx, stats_traj, rowsize, x_c, y_c" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# *Pandas*\n", "\n", "In this section, we test the use of the *[Pandas](https://pandas.pydata.org/)* package for our Lagrangian data. Since the previously-created NetCDF file containing the ragged array has two dimensions `['traj']` and `['obs']`, it cannot be read directly into the table structure of a `pandas.DataFrame()`. As a workaround, we load the data with *xarray*, drop the `['traj']` dimension, and convert the resulting data to a `pandas.DataFrame()`. The disadvantage is that it requires to form a second dataset with the dimension`['traj']` to have access to all variables (not presented here)." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "df = xr.open_dataset('data/gdp_subset.nc').drop_dims('traj').to_pandas() # only contains the variables with dimension ['obs']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, the data is organized in a table format where each variable is associated with a column, and each row contains one observation. A *DataFrame* is easy to quickly look at, with the `.head()`, `.tail()` functions as an example:" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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vevngaperr_laterr_lonerr_veerr_vndrogue_statussstsst1...err_ssterr_sst1err_sst2flg_sstflg_sst1flg_sst2lonlattimeids
obs
0-0.00530.000415638.00.003910.007970.06500.0279False273.471985274.126007...0.0740.2240.236554-52.39300247.3074612001-05-01 08:00:002592
1-0.00530.000715638.00.003450.006760.06030.0284False273.100006273.760010...0.0770.1580.185554-52.39307047.3075902001-05-01 09:00:002592
2-0.00500.001515638.00.003130.005860.05480.0290False272.869995273.513000...0.0860.1130.142554-52.39296047.3078612001-05-01 10:00:002592
3-0.00370.003515638.00.002880.005030.05110.0297False272.752991273.334015...0.0960.0890.123554-52.39220847.3084492001-05-01 11:00:002592
4-0.00440.003113651.00.002920.004750.05090.0313False272.743988273.213013...0.1020.0780.118554-52.39115147.3090212001-05-01 12:00:002592
\n", "

5 rows × 21 columns

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" ], "text/plain": [ " ve vn gap err_lat err_lon err_ve err_vn drogue_status \\\n", "obs \n", "0 -0.0053 0.0004 15638.0 0.00391 0.00797 0.0650 0.0279 False \n", "1 -0.0053 0.0007 15638.0 0.00345 0.00676 0.0603 0.0284 False \n", "2 -0.0050 0.0015 15638.0 0.00313 0.00586 0.0548 0.0290 False \n", "3 -0.0037 0.0035 15638.0 0.00288 0.00503 0.0511 0.0297 False \n", "4 -0.0044 0.0031 13651.0 0.00292 0.00475 0.0509 0.0313 False \n", "\n", " sst sst1 ... err_sst err_sst1 err_sst2 flg_sst \\\n", "obs ... \n", "0 273.471985 274.126007 ... 0.074 0.224 0.236 5 \n", "1 273.100006 273.760010 ... 0.077 0.158 0.185 5 \n", "2 272.869995 273.513000 ... 0.086 0.113 0.142 5 \n", "3 272.752991 273.334015 ... 0.096 0.089 0.123 5 \n", "4 272.743988 273.213013 ... 0.102 0.078 0.118 5 \n", "\n", " flg_sst1 flg_sst2 lon lat time ids \n", "obs \n", "0 5 4 -52.393002 47.307461 2001-05-01 08:00:00 2592 \n", "1 5 4 -52.393070 47.307590 2001-05-01 09:00:00 2592 \n", "2 5 4 -52.392960 47.307861 2001-05-01 10:00:00 2592 \n", "3 5 4 -52.392208 47.308449 2001-05-01 11:00:00 2592 \n", "4 5 4 -52.391151 47.309021 2001-05-01 12:00:00 2592 \n", "\n", "[5 rows x 21 columns]" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head()" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This subset contains 500 drifters and 4,786,301 observations.\n" ] } ], "source": [ "print(f'This subset contains {len(np.unique(df.ids))} drifters and {len(df):,} observations.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Pandas* test 1: Geographical binning of any variable\n", "Here we reconduct the first bench test: calculate the mean zonal velocity from all drifters of the dataset." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "lon = np.linspace(-180, 180, 360*2)\n", "lat = np.linspace(-90, 90, 180*2)\n", "\n", "ret = stats.binned_statistic_2d(df.lon, \n", " df.lat, \n", " df.ve,\n", " statistic=np.nanmean, # can pass any function()\n", " bins=[lon, lat])\n", "\n", "benchmark_times[1,0] = time.time() - t0" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x_c = np.convolve(lon, [0.5, 0.5], mode='valid')\n", "y_c = np.convolve(lat, [0.5, 0.5], mode='valid')\n", "\n", "# get 1st and 99th percentiles of values to plot to get a useful range for the colorscale\n", "v1,v2 = np.nanpercentile(ret.statistic.T,[1,99])\n", "\n", "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.Robinson(central_longitude=-180))\n", "cmap = cmocean.tools.crop(cmocean.cm.balance, vmin=v1, vmax=v2, pivot=0)\n", "pcm = ax.pcolormesh(x_c, y_c, \n", " ret.statistic.T, \n", " cmap=cmap, \n", " transform=ccrs.PlateCarree(),\n", " vmin=v1, vmax=v2)\n", "\n", "# gridlines and labels\n", "gl = ax.gridlines(color='k', linewidth=0.1, linestyle='-',\n", " xlocs=np.arange(-180, 181, 60), ylocs=np.arange(-90, 91, 30),\n", " draw_labels=True)\n", "gl.top_labels = False\n", "gl.right_labels = False\n", "# add land and coastline\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"3%\", pad=0.05, axes_class=plt.Axes)\n", "cb = fig.colorbar(pcm, cax=cax);\n", "cb.ax.set_ylabel('Zonal velocity [m/s]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Pandas* test 2: Extract a given region\n", "\n", "The extraction of a region is slightly simpler with *Pandas* than with *xarray*, because the same mask can be applied to all variables of interest that share the `obs` dimension." ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "def retrieve_region_pd(df, lon: list = None, lat: list = None, time: list = None):\n", " '''Subset the dataset for a region in space and time\n", " \n", " Args:\n", " df: Pandas DataFrame\n", " lon: longitude slice of the subregion\n", " lat: latitude slice of the subregion\n", " time: tiem slice of the subregion\n", " \n", " Returns: \n", " ds_subset: Dataset of the subregion\n", " '''\n", " mask = functools.reduce(np.logical_and, \n", " (\n", " df.lon >= lon[0], \n", " df.lon <= lon[1],\n", " df.lat >= lat[0],\n", " df.lat <= lat[1],\n", " df.time >= day0,\n", " df.time <= day1,\n", " )\n", " )\n", " \n", " return df.loc[mask]" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "lon = [-98, -78]\n", "lat = [18, 31]\n", "day0 = datetime(2000,1,1)\n", "day1 = datetime(2020,12,31)\n", "days = [day0, day1]\n", "df_subset = retrieve_region_pd(df, lon, lat, days)\n", "\n", "benchmark_times[1,1] = time.time() - t0" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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vevngaperr_laterr_lonerr_veerr_vndrogue_statussstsst1...err_ssterr_sst1err_sst2flg_sstflg_sst1flg_sst2lonlattimeids
obs
902352-0.3192-0.063210886.00.006110.012120.12620.0633False301.339996301.382996...0.0220.0070.019555-78.00718730.1981792006-09-15 14:00:0054388
902353-0.4248-0.065310886.00.001930.016520.12440.0656False301.377014301.386993...0.0210.0070.018552-78.03604130.1967602006-09-15 15:00:0054388
902354-0.1182-0.01154925.00.002190.012490.18130.0548False301.417999301.390015...0.0180.0060.016555-78.04469330.1937902006-09-15 16:00:0054388
902355-0.0863-0.04251210.00.000630.009320.15010.0463False301.457001301.391998...0.0150.0060.014555-78.04855330.1926902006-09-15 17:00:0054388
9023560.0080-0.05624925.00.004150.006900.19360.0922False301.487000301.394012...0.0130.0050.012555-78.04592930.1911302006-09-15 18:00:0054388
\n", "

5 rows × 21 columns

\n", "
" ], "text/plain": [ " ve vn gap err_lat err_lon err_ve err_vn \\\n", "obs \n", "902352 -0.3192 -0.0632 10886.0 0.00611 0.01212 0.1262 0.0633 \n", "902353 -0.4248 -0.0653 10886.0 0.00193 0.01652 0.1244 0.0656 \n", "902354 -0.1182 -0.0115 4925.0 0.00219 0.01249 0.1813 0.0548 \n", "902355 -0.0863 -0.0425 1210.0 0.00063 0.00932 0.1501 0.0463 \n", "902356 0.0080 -0.0562 4925.0 0.00415 0.00690 0.1936 0.0922 \n", "\n", " drogue_status sst sst1 ... err_sst err_sst1 \\\n", "obs ... \n", "902352 False 301.339996 301.382996 ... 0.022 0.007 \n", "902353 False 301.377014 301.386993 ... 0.021 0.007 \n", "902354 False 301.417999 301.390015 ... 0.018 0.006 \n", "902355 False 301.457001 301.391998 ... 0.015 0.006 \n", "902356 False 301.487000 301.394012 ... 0.013 0.005 \n", "\n", " err_sst2 flg_sst flg_sst1 flg_sst2 lon lat \\\n", "obs \n", "902352 0.019 5 5 5 -78.007187 30.198179 \n", "902353 0.018 5 5 2 -78.036041 30.196760 \n", "902354 0.016 5 5 5 -78.044693 30.193790 \n", "902355 0.014 5 5 5 -78.048553 30.192690 \n", "902356 0.012 5 5 5 -78.045929 30.191130 \n", "\n", " time ids \n", "obs \n", "902352 2006-09-15 14:00:00 54388 \n", "902353 2006-09-15 15:00:00 54388 \n", "902354 2006-09-15 16:00:00 54388 \n", "902355 2006-09-15 17:00:00 54388 \n", "902356 2006-09-15 18:00:00 54388 \n", "\n", "[5 rows x 21 columns]" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_subset.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we plot the result as before but displaying the speed for each data point:" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.PlateCarree())\n", "\n", "pcm = ax.scatter(df_subset.lon, df_subset.lat, \n", " s=0.05, c=np.sqrt(df_subset.ve**2+df_subset.vn**2), transform=ccrs.PlateCarree(),\n", " cmap=cmocean.cm.speed)\n", "\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "ax.set_xticks(np.arange(-95, -79, 5), crs=ccrs.PlateCarree())\n", "ax.set_yticks([20, 25, 30], crs=ccrs.PlateCarree())\n", "ax.xaxis.set_major_formatter(LongitudeFormatter())\n", "ax.yaxis.set_major_formatter(LatitudeFormatter())\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes('right', size='3%', pad=0.02, axes_class=plt.Axes)\n", "cb = fig.colorbar(pcm, cax=cax)\n", "cb.set_label('Velocity magnitude [m/s]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Pandas* test 3: Single statistic per trajectory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Single operation per trajectory can be easily implemented in a *Pandas DataFrame* by locating the drifter ID by index (`iloc`) or by value (`loc`)." ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [], "source": [ "i = 10 # drifter index" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ve 0.143713\n", "vn -0.042606\n", "gap 14790.94043\n", "err_lat 0.007155\n", "err_lon 0.01117\n", "err_ve 0.095038\n", "err_vn 0.064061\n", "drogue_status 0.998073\n", "sst 285.678101\n", "sst1 285.681427\n", "sst2 -0.003311\n", "err_sst 0.070594\n", "err_sst1 0.024895\n", "err_sst2 0.063991\n", "flg_sst 4.997591\n", "flg_sst1 4.997591\n", "flg_sst2 3.857866\n", "lon -45.807869\n", "lat -45.521275\n", "time 2003-03-17 05:04:36.656227328\n", "ids 27131.0\n", "dtype: object" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.iloc[np.where(df['ids'] == np.unique(df['ids'])[i])].mean(numeric_only=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Assuming we know a drifter ID `id_ex` (here we simply use the value associated to the ith index above), we can retrieve the associated data by value as follow." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "27131" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "id_ex = np.unique(df['ids'])[i]\n", "id_ex" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ve 0.143713\n", "vn -0.042606\n", "gap 14790.94043\n", "err_lat 0.007155\n", "err_lon 0.01117\n", "err_ve 0.095038\n", "err_vn 0.064061\n", "drogue_status 0.998073\n", "sst 285.678101\n", "sst1 285.681427\n", "sst2 -0.003311\n", "err_sst 0.070594\n", "err_sst1 0.024895\n", "err_sst2 0.063991\n", "flg_sst 4.997591\n", "flg_sst1 4.997591\n", "flg_sst2 3.857866\n", "lon -45.807869\n", "lat -45.521275\n", "time 2003-03-17 05:04:36.656227328\n", "ids 27131.0\n", "dtype: object" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.loc[df['ids'] == id_ex].mean(numeric_only=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For more complicated operations per trajectory, the pandas `groupby()` function allows us to split the `DataFrame`. Applied to the `ids['obs']` (which repeat the ID of a drifter for each of its observations), we can obtain a *grouped object* containing one trajectory per group. Following this operation, one can apply a predefined set of operations, such as `mean()`, or any user defined functions using `.apply()`. As before, we provide an example where we can calculate the mean of SST per trajectory, and another example of estimating velocity spectra by the periodogram method." ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ids\n", "2592 275.799561\n", "6428 280.232697\n", "13566 277.829529\n", "17927 282.865875\n", "18706 293.740936\n", " ... \n", "68243870 273.882111\n", "68244460 273.744598\n", "68244730 273.515564\n", "68246720 296.040009\n", "68248530 286.112793\n", "Name: sst, Length: 500, dtype: float32" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ret = df.groupby(\"ids\").sst.mean()\n", "ret" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, to estimate the velocity spectra we have to create the new complex-valued variable `cv` from `ve` and `vn`:" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [], "source": [ "df['cv'] = df['ve'] + 1j*df['vn']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And calculate the periodogram per trajectory using this new variable:" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "def periodogram_per_group(array):\n", " dt = 1/24\n", " return dt*np.abs(np.fft.fft(array))**2" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "ret = df.groupby(\"ids\").cv.apply(periodogram_per_group)\n", "\n", "benchmark_times[1,2] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This time, the results are stored into a *dictionary* where the keys are the drifters' ID:" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ids\n", "2592 [48.01623216121766, 52.74661085729767, 4.63967...\n", "6428 [341830.5755422627, 53330.50826245666, 857.134...\n", "13566 [46152.48004791965, 6588.974982702436, 1458.62...\n", "17927 [325605.62376754, 63676.24022864982, 11794.261...\n", "18706 [1076.965552542786, 773.9372866187755, 311.397...\n", " ... \n", "68243870 [127.7695912061453, 215.20477509848652, 315.08...\n", "68244460 [301.4939495649164, 64.02978051130118, 424.069...\n", "68244730 [383.1069530335443, 67.31997165755263, 7.50842...\n", "68246720 [308.7263083474708, 1125.3042873617292, 4771.3...\n", "68248530 [49.898529559024354, 2.2134116883119983, 15.66...\n", "Name: cv, Length: 500, dtype: object" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ret" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As an example, we display the first 10 values of the sprctrum for drifter `id_ex`:" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([16131.45017614, 16040.80300053, 3017.6902432 , 6700.41755415,\n", " 311.93297982, 1555.5981903 , 757.26867001, 7200.28268359,\n", " 891.88959794, 1036.35997949])" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ret[id_ex][:10]" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [], "source": [ "del df, df_subset, ret, x_c, y_c # again free the memory before the next section" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# *Awkward Array*\n", "[*Awkward Array*](https://awkward-array.readthedocs.io/en/latest/) is a library for nested, variable-sized data, including arbitrary-length lists, records, mixed types, and missing data, using NumPy-like idioms. Such arrays are dynamically typed (defined at runtime as a function of the variable to store), but operations on them are compiled into *machine code* and therefore executes faster than regular *interpreted* *Python* function. This allow to generalizes *NumPy* array manipulation routines, even with variable-sized data.\n", "\n", "A schematic view of the data structure is presented in the figure below. The higher level `ak.Array` and `ak.Record` hides the nested structure of the data structure, but can always be accessed with `ak.Array.layout` (or `ds_ak.layout` in our case). This structure also stores parameters or metadata such as *units*, *long name*, etc. associated with the data. The library stores data into standard `NumPyArray` alongside a `ListOffsetArray` for fast and efficient access to variables, even with nonuniform data length.\n", "\n", "
\n", "\n", "
\n", "\n", "The main advantages of Awkward Array are:\n", "- the indexing is already taken care of by the library, e.g. `sst[400]` returns the sea surface temperature along the 401st trajectory;\n", "- ability to efficiently perform operations per trajectory;\n", "- easy integration with Numba (demonstrated below in section 7.4).\n", "\n", "An Awkward array can easily be created by reading our NetCDF file:" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [], "source": [ "ds_ak = create_ak(xr.open_dataset('data/gdp_subset.nc', decode_times=False))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Awkward Arrays* supports N-dimensional datasets by storing nested arrays. The main dataset contains variables `(type = subset_nb_drifters * {various type})` containing the metadata." ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Awkward Array* doesn't (yet!) have an *html* representation of its structure, but it is possible to list the fields. " ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['ID',\n", " 'rowsize',\n", " 'location_type',\n", " 'WMO',\n", " 'expno',\n", " 'deploy_date',\n", " 'deploy_lat',\n", " 'deploy_lon',\n", " 'end_date',\n", " 'end_lat',\n", " 'end_lon',\n", " 'drogue_lost_date',\n", " 'type_death',\n", " 'type_buoy',\n", " 'DeploymentShip',\n", " 'DeploymentStatus',\n", " 'BuoyTypeManufacturer',\n", " 'BuoyTypeSensorArray',\n", " 'CurrentProgram',\n", " 'PurchaserFunding',\n", " 'SensorUpgrade',\n", " 'Transmissions',\n", " 'DeployingCountry',\n", " 'DeploymentComments',\n", " 'ManufactureYear',\n", " 'ManufactureMonth',\n", " 'ManufactureSensorType',\n", " 'ManufactureVoltage',\n", " 'FloatDiameter',\n", " 'SubsfcFloatPresence',\n", " 'DrogueType',\n", " 'DrogueLength',\n", " 'DrogueBallast',\n", " 'DragAreaAboveDrogue',\n", " 'DragAreaOfDrogue',\n", " 'DragAreaRatio',\n", " 'DrogueCenterDepth',\n", " 'DrogueDetectSensor',\n", " 'obs']" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.fields # list of fields/variables" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we peak inside one of the field (or variable), we can see the associated `type`. For example, the drifters' ID have a `type=subset_nb_drifters * int64`." ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.ID # one variable" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we display the last field 'obs', we can see that it is a nested *Awkward Array* and contains all variables with `type=(subset_nb_drifters * var * dtype)` containing data along trajectories." ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.obs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The library includes the function `ak.flatten()`, similar to `np.flatten()` to concatenate all observations for one variable into a unidimensional array. As an example, with 'sst':" ] }, { "cell_type": "code", "execution_count": 69, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total length of the data inside 'obs' field 'sst' are 4,786,301.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(f'Total length of the data inside \\'obs\\' field \\'sst\\' are {len(ak.flatten(ds_ak.obs.sst)):,}.')\n", "ak.flatten(ds_ak.obs.sst)" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "A nested structure is utilized to efficiently store N-dimensional dataset, in our case we first have the fields with dimension `['traj']`, followed by the fields with dimension `['obs']` stored inside the array `ds_ak.obs`." ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['lon',\n", " 'lat',\n", " 'time',\n", " 'ids',\n", " 've',\n", " 'vn',\n", " 'gap',\n", " 'err_lat',\n", " 'err_lon',\n", " 'err_ve',\n", " 'err_vn',\n", " 'drogue_status',\n", " 'sst',\n", " 'sst1',\n", " 'sst2',\n", " 'err_sst',\n", " 'err_sst1',\n", " 'err_sst2',\n", " 'flg_sst',\n", " 'flg_sst1',\n", " 'flg_sst2']" ] }, "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.obs.fields" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For example, the type of the `sst` field, stored at `ds_ak.obs.sst`, is `17324 * var * float32`. This means that there are 17324 trajectories of var*iable* size of float32`." ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.obs.sst" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data along the trajectory of a specific drifter can easily be retrieved using an index." ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "i = 0\n", "ds_ak.obs.sst[i]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The same data can be extracted from the drifter ID:" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2592" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "id_ex = ds_ak.ID[i] # id of the ith trajectory as an example\n", "display(id_ex)\n", "i = np.where(ds_ak.ID == id_ex)[0][0]\n", "ds_ak.obs.sst[i]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And the data along a specific trajectory can be accessed using a second index. As an example, the first sst value of the `i`th trajectory:" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "273.47198486328125" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.obs.sst[i][0] # [K]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Metadata* or *attributes* are store for the global Array `ds_ak.layout.parameters`, as well as for each individual variable (`ds_ak.obs.sst.layout.parameters`), similarly to global attributes and variable attributes in a NetCDF file. Those attributes are stored as a parameter in the `ak.RecordArray` (obtained with the `.layout` member), which summarizes the data fields, the types, and the shapes of the data itself." ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'attrs': {'title': 'Global Drifter Program hourly drifting buoy collection',\n", " 'history': 'Version 2.00. Metadata from dirall.dat and deplog.dat',\n", " 'Conventions': 'CF-1.6',\n", " 'date_created': '2022-05-20T14:48:40.763710',\n", " 'publisher_name': 'GDP Drifter DAC',\n", " 'publisher_email': 'aoml.dftr@noaa.gov',\n", " 'publisher_url': 'https://www.aoml.noaa.gov/phod/gdp',\n", " 'licence': 'MIT License',\n", " 'processing_level': 'Level 2 QC by GDP drifter DAC',\n", " 'metadata_link': 'https://www.aoml.noaa.gov/phod/dac/dirall.html',\n", " 'contributor_name': 'NOAA Global Drifter Program',\n", " 'contributor_role': 'Data Acquisition Center',\n", " 'institution': 'NOAA Atlantic Oceanographic and Meteorological Laboratory',\n", " 'acknowledgement': 'Elipot et al. (2022) to be submitted. Elipot et al. (2016). Global Drifter Program quality-controlled hourly interpolated data from ocean surface drifting buoys, version 2.00. NOAA National Centers for Environmental Information. https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2016JC011716TBA. Accessed [date].',\n", " 'summary': 'Global Drifter Program hourly data'}}" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.layout.parameters" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'attrs': {'long_name': 'Fitted sea water temperature',\n", " 'units': 'Kelvin',\n", " 'comments': 'Estimated near-surface sea water temperature from drifting buoy measurements. It is the sum of the fitted near-surface non-diurnal sea water temperature and fitted diurnal sea water temperature anomaly. Discrepancies may occur because of rounding.'}}" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_ak.obs.sst.layout.parameters" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## *Awkward Array* test 1: Geographical binning of any variable\n", "Again, we reconduct the first bench test: calculate the mean zonal velocity from all drifters of the dataset. For operations apply on the full dataset, we use the `ak.flatten()` function to retrieve the underlying unidimensional *NumPy* array containing all the observations for all drifters." ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "lon = np.linspace(-180, 180, 360 * 2)\n", "lat = np.linspace(-90, 90, 180 * 2)\n", "\n", "ret = stats.binned_statistic_2d(ak.flatten(ds_ak.obs.lon, axis=1), \n", " ak.flatten(ds_ak.obs.lat, axis=1), \n", " ak.flatten(ds_ak.obs.ve, axis=1),\n", " statistic=np.nanmean,\n", " bins=[lon, lat])\n", " \n", "benchmark_times[2,0] = time.time() - t0" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x_c = np.convolve(lon, [0.5, 0.5], mode='valid')\n", "y_c = np.convolve(lat, [0.5, 0.5], mode='valid')\n", "\n", "# get 1st and 99th percentiles of values to plot to get a useful range for the colorscale\n", "v1,v2 = np.nanpercentile(ret.statistic.T,[1,99])\n", "\n", "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.Robinson(central_longitude=-180))\n", "cmap = cmocean.tools.crop(cmocean.cm.balance, vmin=v1, vmax=v2, pivot=0)\n", "pcm = ax.pcolormesh(x_c, y_c, \n", " ret.statistic.T, \n", " cmap=cmap, \n", " transform=ccrs.PlateCarree(),\n", " vmin=v1, vmax=v2)\n", "\n", "# gridlines and labels\n", "gl = ax.gridlines(color='k', linewidth=0.1, linestyle='-',\n", " xlocs=np.arange(-180, 181, 60), ylocs=np.arange(-90, 91, 30),\n", " draw_labels=True)\n", "gl.top_labels = False\n", "gl.right_labels = False\n", "# add land and coastline\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"3%\", pad=0.05, axes_class=plt.Axes)\n", "cb = fig.colorbar(pcm, cax=cax);\n", "cb.ax.set_ylabel('Zonal velocity [m/s]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Awkward Array* test 2: Extract a given region\n", "\n", "With *Awkward Array*, the extraction of a subregion is slightly more complex than with *Pandas*, since here the dataset contains both variables with dimension `['traj']` and variables with dimension `['obs']`. Note that comparisons can be performed on the bidimensional non-regular `ak.Array` (e.g. `ds.obs.lon`, `ds.obs.lat`, `ds.obs.time`) without looping." ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [], "source": [ "def retrieve_region_ak(ds: ak.Array, lon: list = None, lat: list = None, days: list = None) -> ak.Array:\n", " '''Subset the dataset for a region in space and time\n", " \n", " Args:\n", " ds: Awkward Array\n", " lon: longitude slice of the subregion\n", " lat: latitude slice of the subregion\n", " days: days slice of the subregion\n", " \n", " Returns: \n", " ds_subset: Dataset of the subregion\n", " '''\n", " mask = functools.reduce(np.logical_and, \n", " (\n", " ds.obs.lon >= lon[0], \n", " ds.obs.lon <= lon[1],\n", " ds.obs.lat >= lat[0],\n", " ds.obs.lat <= lat[1],\n", " ds.obs.time >= days[0],\n", " ds.obs.time <= days[1],\n", " )\n", " )\n", " \n", " ds_s = ak.copy(ds)\n", " mask_id = np.in1d(ds_s.ID, np.unique(ak.flatten(ds_s.obs.ids[mask])))\n", " ds_s = ds_s[mask_id] # mask for variables with dimension ['traj']\n", " ds_s.obs = ds_s.obs[mask[mask_id]] # mask for variables with dimension ['obs']\n", " \n", " return ds_s" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "lon = [-98, -78]\n", "lat = [18, 31]\n", "day0 = (datetime(2000,1,1) - datetime(1970,1,1)).total_seconds()\n", "day1 = (datetime(2020,12,31) - datetime(1970,1,1)).total_seconds()\n", "days = [day0, day1]\n", "ds_subset = retrieve_region_ak(ds_ak, lon, lat, days)\n", "\n", "benchmark_times[2,1] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we plot the result as before but displaying the drogue status of drifters along their trajectory. *Note: the drogue is a sea anchor centered at 15 m depth that can become detached, after which the drifter is more strongly affected by surface winds and waves.*" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1,projection=ccrs.PlateCarree())\n", "\n", "cond = ds_subset.obs.drogue_status # True: drogued, False: undrogued\n", "pcm = ax.scatter(ak.flatten(ds_subset.obs.lon[cond]), ak.flatten(ds_subset.obs.lat[cond]), \n", " s=0.05, c='violet', transform=ccrs.PlateCarree(), label='Drogued')\n", "\n", "pcm = ax.scatter(ak.flatten(ds_subset.obs.lon[~cond]), ak.flatten(ds_subset.obs.lat[~cond]), \n", " s=0.05, c='c', transform=ccrs.PlateCarree(), label='Undrogued')\n", "\n", "ax.add_feature(cfeature.LAND, facecolor='grey', zorder=1)\n", "ax.add_feature(cfeature.COASTLINE, linewidth=0.25, zorder=1)\n", "ax.set_xticks(np.arange(-95, -79, 5), crs=ccrs.PlateCarree())\n", "ax.set_yticks([20, 25, 30], crs=ccrs.PlateCarree())\n", "ax.xaxis.set_major_formatter(LongitudeFormatter())\n", "ax.yaxis.set_major_formatter(LatitudeFormatter())\n", "ax.set_title('Drogue status of each observation', size=8);\n", "ax.legend(markerscale=20, labelcolor='w', frameon=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## *Awkward Array* test 3: Single statistic per trajectory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Without the need for indices, we can perform reduction operation per trajectory directly with Awkward array, which simplify considerably the notations, and should ease the development of new functionality.\n", "\n", "*Note*: At this point, the dataset `ds_ak` is loaded in memory, which explains the speed of the operations. For larger dataset that cannot be held completely in memory, an option could be to interface with [Dask](https://dask.org), currently under development." ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/pmiron/miniforge3/envs/research/lib/python3.9/site-packages/awkward/_connect/_numpy.py:36: RuntimeWarning: Mean of empty slice\n", " out = func(*args, **kwargs)\n" ] }, { "data": { "text/plain": [ "array([275.79956055, 280.23269653, 277.82952881, 282.86587524,\n", " 293.74093628, 293.33972168, 287.94949341, 271.26638794,\n", " 293.47790527, 300.8218689 ])" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "avg_sst = np.zeros(len(ds_ak.obs))\n", "for i, s in enumerate(ds_ak.obs.sst):\n", " avg_sst[i] = np.nanmean(s)\n", "avg_sst[:10]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For basic operations, we can also use *Awkward Array* to perform averages along a specific axis. In our situation, `ak.mean(lon, axis=1)` perform the same mean operation per trajectory, see that the type is then reduced to `subset_nb_drifters * float64`.\n", "\n", "*Note: The `nan` versions of those operations (`ak.nanmean`, `ak.nanstd`, `ak.nanmax`, etc.) is not yet available but is currently in development." ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "avg_lon = ak.mean(ds_ak.obs.lon, axis=1)\n", "avg_lon" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Applying more complex operation can be easily implemented with simple `for-loop`, since the indexing is taken care by *Awkward Array*." ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [], "source": [ "def periodogram_per_traj(uv):\n", " dt = 1/24\n", " d = [] \n", " for i in range(0, len(uv)):\n", " d.append(dt*np.abs(np.fft.fft(uv[i]))**2)\n", " return d" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [], "source": [ "t0 = time.time()\n", "\n", "ret = periodogram_per_traj(\n", " ds_ak.obs.ve + 1j*ds_ak.obs.vn\n", ")\n", "\n", "benchmark_times[2,2] = time.time() - t0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each element of the list `ret` now contains the fast Fourier transform of the complex velocity `u + iv` per trajectory:" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ret[:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Numba" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Awkward Array* can be combined with [Numba](https://numba.pydata.org) to accelerate calculations. Here, the goal is *not* to show the most efficient way of performing a calculation, but to present how simply adding the numba decorator `@nb.njit` to a function can improved the performance by order of magnitude(s).\n", "\n", "Here we show an example that calculates the kinetic energy of a drifter trajectory from its velocity time series:" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [], "source": [ "def kinetic_energy(u, v):\n", " ke = np.zeros(len(u))\n", " for i in range(0, len(u)):\n", " ke[i] = np.sqrt(u[i]**2 + v[i]**2)\n", " return ke\n", " \n", "@nb.njit\n", "def kinetic_energy_nb(u, v):\n", " ke = np.zeros(len(u))\n", " for i in range(0, len(u)):\n", " ke[i] = np.sqrt(u[i]**2 + v[i]**2)\n", " return ke" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "# select a random trajectory\n", "i = 10" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 160 ms, sys: 2.02 ms, total: 162 ms\n", "Wall time: 164 ms\n" ] } ], "source": [ "%%time\n", "ke = kinetic_energy(ds_ak.obs.ve[i], ds_ak.obs.vn[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The function is compiled just in time when we execute the function for the first time, future executions are *numba fast*." ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.18460563, 0.19851099, 0.19387937, ..., 0.32900888, 0.32915556,\n", " 0.32936901])" ] }, "execution_count": 90, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kinetic_energy_nb(ds_ak.obs.ve[i], ds_ak.obs.vn[i])" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "705 µs ± 78.2 µs per loop (mean ± std. dev. of 10 runs, 10 loops each)\n" ] } ], "source": [ "%%timeit -r10 -n10\n", "ke2 = kinetic_energy_nb(ds_ak.obs.ve[i], ds_ak.obs.vn[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This results in more than a 500x sped up (!) for the same function simply by adding the `@nb.njit` decorators!" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [], "source": [ "del ds_ak, ret, x_c, y_c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Discussion" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We presented a commonly used Lagrangian oceanographic dataset (the GDP dataset) which is currently available as individual NetCDF files (one of the means of distribution). Next, we presented an efficient data structure, the contiguous ragged array, to combine the variables from these individual NetCDF files. We then compared three different packages–[*xarray*](https://docs.xarray.dev/en/stable/) , [*Pandas*](https://pandas.pydata.org/), and [*Awkward Array*](https://awkward-array.readthedocs.io/en/latest/)—by performing typical Lagrangian workflow tasks.\n", "\n", "**Xarray**\n", "\n", "[*xarray*](https://docs.xarray.dev/en/stable/) is a well-known and established package used to perform operations on N-Dimensional datasets. It is natively integrated with *Dask* for parallel computing(not demonstrated in this Notebook), and allows users to *lazy load* data when the dataset is larger than the available memory of the computing environment. \n", "\n", "However, it is not typically used with contiguous ragged array, so applying operation per trajectory requires to manually index through the dataset. One possibility is to set the size of the *Dask* *chunks* equals to the size of the trajectories, which allows for mapping operation in parallel per trajectory. However, the typical high number of chunks is less than ideal: it hinders performance since a simple operation like computing mean values across a dataset containing *n* trajectories requires to conduct *n* reading operation on the data file.\n", "\n", "**Pandas**\n", "\n", "[*Pandas*](https://pandas.pydata.org/) is a predominantly used *Python* data analysis package. Since it is designed to perform operations on tabular data, it is required to form two *DataFrame* tables to represent the complete GDP dataset: one containing the variables with one value per trajectory (`['traj']`), and a second one containing the variables with one value per observations along the trajectory (`['obs']`). Unfortunately, this creates a separation the data and their metadata.\n", "\n", "In this Notebook we used only a subset of the GDP dataset by randomly selecting only 500 trajectories. The data were therefore entirely contained within the active memory and the operations performed were *fast* and written in an elegant and intuitive fashion. However, if these operations are conducted on the entire dataset (17324 trajectories) we found the execution to be much slower than with *xarray* or *Awkward Array* which seem able to manage memory much more efficiently. \n", "\n", "**Awkward Array**\n", "\n", "[*Awkward Array*](https://awkward-array.readthedocs.io/en/latest/) is a novel library specifically designed to deal with ragged and heterogeneous data (in type or size). With the example of the heterogeneous GDP dataset, we find that this library simplifies considerably Lagrangian analysis. Furthermore, integration with *Numba* allows to speed up calculations without major redesign. We anticipate that these two advantages will lead to faster development of Lagrangian analysis functions as part of the *CloudDrift* project.\n", "\n", "Initially developed for particle physics applications, *Awkward Array* is missing some useful features (e.g. *html* representation, import from *NetCDF*, and especially *Dask* integration) when compared to more mature libraries like *xarray* or *Pandas*. During the development of this Notebook, we had the opportunity to engage with the authors of this library, and we plan on collaborating to fill those gaps during the development the *clouddrift* libraries. We believe that this collaboration will elevate both projects, which are sponsored by the National Science Foundation during similar time frame (*Awkward Array* [#2103945](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2103945))." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Benchmark speed" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following figure presents the benchmark times obtain for the current execution. As a comparison, we include a reference time (black dashed line) obtained on a 2021 Mac Mini with a 8 cores Apple M1 ARM processor, 16GB of RAM, running macOS Monterey 12.3.\n", "\n", "*Note: user should expect slower time on a Binder or Google Colab environment. We understand that a lot of factors can influence the results of this benchmark, and it might not be the most accurate when running on a Cloud environment, or on a local cluster with multiple users. We still believe it gives an interesting view of the performance of the three selected libraries.*" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [], "source": [ "ref_times = np.array([[3.26, 0.46, 0.23], # [s]\n", " [3.21, 0.06, 0.38],\n", " [3.22, 0.13, 0.32]])" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=150)\n", "ax = fig.add_subplot(1,1,1)\n", "\n", "index = np.arange(0,3)\n", "bar_width = 0.2\n", "\n", "t1 = plt.bar(index, benchmark_times[0,:], bar_width,\n", " color='violet',\n", " label='Xarray')\n", "\n", "t2 = plt.bar(index + bar_width, benchmark_times[1,:], bar_width,\n", " color='limegreen',\n", " label='Pandas')\n", "\n", "t3 = plt.bar(index + 2*bar_width, benchmark_times[2,:], bar_width,\n", " color='aqua',\n", " label='Awkward Array')\n", "\n", "# add reference times\n", "for i in range(0, len(index)):\n", " x = np.array([index[i], index[i] + bar_width, index[i] + 2*bar_width])\n", " ax.plot(x, ref_times[:,i], 'k', linewidth=0.75, linestyle='dashed', label='Reference time (Apple M1, 16GB)')\n", "\n", "plt.xlabel('Workflow tests')\n", "plt.ylabel('Elapsed time [s] (lower is better)')\n", "plt.title('Benchmark times per library')\n", "plt.xticks(index + bar_width, ('Binning', 'Region extraction', 'Periodogram per trajectory'))\n", "handles, labels = plt.gca().get_legend_handles_labels()\n", "by_label = dict(zip(labels, handles))\n", "plt.legend(by_label.values(), by_label.keys(), frameon=False)" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Feedback" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "
\n", "\n", "If you ran this notebook on a local computer, please help us guide the development of *CloudDrift* by sharing one or all following points to the discussion thread on [Github Discussion](https://github.com/Cloud-Drift/earthcube-meeting-2022/discussions/13):\n", "1. your comments on the ease of use of Xarray and/or Pandas and/or Awkward Arrays for Lagrangian data analysis;\n", "2. the figure of your benchmark timings in the previous cell;\n", "2. your system information generated by executing the next cell;\n", "4. any other comments!\n", "\n", "Thanks!" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'platform': 'Darwin',\n", " 'platform-release': '21.4.0',\n", " 'platform-version': 'Darwin Kernel Version 21.4.0: Fri Mar 18 00:47:26 PDT 2022; root:xnu-8020.101.4~15/RELEASE_ARM64_T8101',\n", " 'architecture': 'arm64',\n", " 'processor': 'arm',\n", " 'frequency': 'N/A',\n", " 'cores': 8,\n", " 'threads': 8,\n", " 'ram': '16 GB'}" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# summary of the system for log purpose\n", "# inspired from https://stackoverflow.com/a/58420504/1558320\n", "def getSystemInfo():\n", " info={}\n", " info['platform']=platform.system()\n", " info['platform-release']=platform.release()\n", " info['platform-version']=platform.version()\n", " info['architecture']=platform.machine()\n", " info['processor']=platform.processor()\n", " try:\n", " info['frequency']=psutil.cpu_freq(percpu=False)\n", " except:\n", " info['frequency']='N/A'\n", " info['cores']=psutil.cpu_count(logical=False)\n", " info['threads']=psutil.cpu_count(logical=True)\n", " info['ram']=str(round(psutil.virtual_memory().total / (1024.0 **3)))+\" GB\"\n", " return info\n", "\n", "getSystemInfo()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Future development" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We hope you will follow the development of [CloudDrift](https://github.com/Cloud-Drift), and encourage everyone to share this Notebook as well as submit feedback and comments to team members." ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# References\n", "- Elipot et al. (2016), \"A global surface drifter dataset at hourly resolution\", J. Geophys. Res. Oceans, 121, [doi:10.1002/2016JC011716](https://doi.org/10.1002/2016JC011716)\n", "- Hansen, D. V., & Poulain, P. M. (1996). Quality control and interpolations of WOCE-TOGA drifter data. Journal of Atmospheric and Oceanic Technology, 13(4), 900-909, [doi:10.1175/1520-0426(1996)013%3C0900:QCAIOW%3E2.0.CO;2](http://dx.doi.org/10.1175/1520-0426(1996)013<0900:QCAIOW>2.0.CO;2)" ] } ], "metadata": { "kernelspec": { "display_name": "research", "language": "python", "name": "research" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" }, "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": true, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "248.182px" }, "toc_section_display": true, "toc_window_display": true }, "toc-autonumbering": true, "toc-showcode": false, "toc-showmarkdowntxt": false, "toc-showtags": false }, "nbformat": 4, "nbformat_minor": 4 }