From 1c52b0a6a5e6cc05e0d923f0fdb1f3380b9ebd9e Mon Sep 17 00:00:00 2001 From: Evan Park Date: Mon, 13 Apr 2026 20:28:59 -0700 Subject: [PATCH 1/3] Add cloud coverage example with description and plot --- Cargo.lock | 2 +- docs/assets/cloudcoveragegraph.png | Bin 0 -> 86350 bytes docs/examples.md | 74 ++++++++++++++++++++++ pyproject.toml | 2 + uv.lock | 95 ++++++++++------------------- 5 files changed, 108 insertions(+), 65 deletions(-) create mode 100644 docs/assets/cloudcoveragegraph.png diff --git a/Cargo.lock b/Cargo.lock index 41ef28b..1d53519 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -3375,7 +3375,7 @@ checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb" [[package]] name = "xarray_sql" -version = "0.2.1" +version = "0.2.2" dependencies = [ "arrow", "async-stream", diff --git a/docs/assets/cloudcoveragegraph.png b/docs/assets/cloudcoveragegraph.png new file mode 100644 index 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a/docs/examples.md +++ b/docs/examples.md @@ -1,5 +1,14 @@ # Examples +A query result can be consumed two ways: as a flat pandas DataFrame +(`to_pandas`) or written back to an Xarray Dataset (`to_dataset`). This computes +a climatology — the mean annual cycle, one value per month of the year — and +shows both. + +> **Note:** this example also needs `pooch` and a netCDF backend (for the +> tutorial download) and `matplotlib` (for the plot): +> `pip install pooch netCDF4 matplotlib`. + ```python import xarray as xr import xarray_sql as xql @@ -7,91 +16,225 @@ import xarray_sql as xql ds = xr.tutorial.open_dataset('air_temperature') ctx = xql.XarrayContext() -ctx.from_dataset('air', ds, chunks=dict(time=24)) +ctx.from_dataset('air', ds, chunks=dict(time=100)) -result = ctx.sql(''' +clim = ctx.sql(''' SELECT - "lat", "lon", AVG("air") as air_avg + CAST(date_part('month', "time") AS INTEGER) AS month, + AVG("air") AS air FROM "air" GROUP BY - "lat", "lon" + CAST(date_part('month', "time") AS INTEGER) + ORDER BY + month ''') -df = result.to_pandas() -df.head() +# Option 1: a flat pandas DataFrame. +clim.to_pandas().head() + +# Option 2: round-trip back to an Xarray Dataset and plot the annual cycle as +# a time series. `to_dataset()` infers dimensions from the registered table's +# surviving dims, so a GROUP BY on a real dimension needs no `dims=`. Here +# `month` is a derived column, not a registered dim, so name it explicitly; +# the variable's units are recovered from the registered table. +clim_ds = clim.to_dataset(dims=["month"]) +clim_ds["air"].plot() ``` +## Mixed-dimension datasets: ARCO-ERA5 + +When a Dataset has variables with differing dimensions (e.g. surface fields on +`(time, latitude, longitude)` and atmospheric fields on +`(time, level, latitude, longitude)`), `from_dataset` splits them into one +table per dimension group, registered together under a SQL schema named after +the first argument. [ARCO-ERA5][arco-era5] is a good example: 262 of its +variables are surface fields and 11 are atmospheric. + +Open a year of ARCO-ERA5 and let SQL `WHERE` clauses do the filtering — the +library prunes time partitions and pushes dimension-column filters down. Use +the `table_names` kwarg to give each dimension group a friendly name: + +> **Note:** reading from `gs://` requires `gcsfs` (`pip install gcsfs`). + +```python +import xarray as xr +import xarray_sql as xql + +# Open ARCO-ERA5 directly from GCS (anonymous read). +url = 'gs://gcp-public-data-arco-era5/ar/full_37-1h-0p25deg-chunk-1.zarr-v3' +full = xr.open_zarr(url, chunks=None, storage_options={'token': 'anon'}) + +# A full year of hourly ERA5 — all 273 variables. No spatial slicing on the +# xarray side; SQL WHERE clauses below express the filters. `chunks={'time': 1}` +# aligns Dask chunks to native Zarr chunks of shape (1, 37, 721, 1440) so +# chunk reads from GCS happen concurrently. +# +# Heads up: 262 of those variables are surface and 11 are atmospheric. The +# library pushes column projection down, so SELECT only fetches what you ask +# for — but `SELECT * FROM era5.surface` would try to pull every variable +# across the year (terabytes from GCS). Always SELECT specific columns. +ds = full.sel(time='2020').chunk({'time': 1}) + +ctx = xql.XarrayContext() +ctx.from_dataset('era5', ds, table_names={ + ('time', 'latitude', 'longitude'): 'surface', + ('time', 'level', 'latitude', 'longitude'): 'atmosphere', +}) +# Registers two tables under a SQL schema named 'era5': 'surface' and 'atmosphere'. + +# Average 2m-temperature over the NYC area on the morning of 2020-01-01. +ctx.sql(''' + SELECT AVG("2m_temperature") - 273.15 AS avg_c + FROM era5.surface + WHERE time BETWEEN TIMESTAMP '2020-01-01' + AND TIMESTAMP '2020-01-01 05:00:00' + AND latitude BETWEEN 39 AND 40 + AND longitude BETWEEN 286 AND 287 +''').to_pandas() + +# Average temperature per pressure level, globally — the standard +# atmospheric temperature profile. Scans ~230M rows. +ctx.sql(''' + SELECT level, AVG(temperature) - 273.15 AS avg_c + FROM era5.atmosphere + WHERE time BETWEEN TIMESTAMP '2020-01-01' + AND TIMESTAMP '2020-01-01 05:00:00' + GROUP BY level + ORDER BY level DESC -- surface (1000 hPa) first +''').to_pandas() +``` + +If you omit `table_names`, each table is named by joining its dimension names +with underscores, e.g. `era5.time_latitude_longitude` and +`era5.time_level_latitude_longitude`. + +## GOES satellite imagery (scalar variables) + +Real-world stores often mix gridded data with scalar (0-dimensional) metadata. +GOES satellite imagery, for example, pairs `(y, x)` image bands with dozens of +scalar variables such as `goes_imager_projection`. `from_dataset` groups all the +scalars into a single one-row table named `scalar`: + +```python +import fsspec +import xarray as xr +from xarray_sql import XarrayContext + +# A real GOES-16 ABI cloud-and-moisture file from NOAA's public bucket: +# (y, x) image bands alongside dozens of scalar metadata variables. +url = ( + 'https://noaa-goes16.s3.amazonaws.com/ABI-L2-MCMIPM/2024/001/00/' + 'OR_ABI-L2-MCMIPM1-M6_G16_s20240010000281_e20240010000350_c20240010000426.nc' +) +ds = xr.open_dataset(fsspec.open_local(f'simplecache::{url}')).chunk( + {'y': 250, 'x': 250} +) + +ctx = XarrayContext() +ctx.from_dataset('goes', ds) + +# The gridded bands and the scalar metadata are separate tables. +ctx.sql('SELECT COUNT(*) AS n FROM goes.y_x').to_pandas()['n'][0] # -> 250000 +ctx.sql('SELECT * FROM goes.scalar').to_pandas().shape # -> (1, 89) +``` + +Override the default name like any other group with `table_names={(): 'metadata'}`. + +A runnable version of the ERA5 example lives at +[`perf_tests/era5_temp_profile.py`](../perf_tests/era5_temp_profile.py). + +[arco-era5]: https://github.com/google-research/arco-era5 + ## Cloud Coverage Comparison (ERA5) This example compares monthly total cloud cover over North America and the North Atlantic between 2019 (pre-policy baseline) and 2025 (post-IMO 2020 low-sulfur fuel mandate), using ERA5 reanalysis data queried with xarray-sql. -![Monthly cloud coverage comparison 2019 vs 2025](assets/cloudcoveragegraph.png) +![Monthly cloud coverage comparison 2019 vs 2025](assets/tcc-example.png) + ```python +# Note: reading from gs:// requires gcsfs (pip install gcsfs). import xarray as xr import xarray_sql as xql import matplotlib.pyplot as plt -ds = xr.open_dataset("era5_dataset.nc", chunks='auto') - -# ERA5 longitudes are 0–360 by default; remap to -180–180 for intuitive -# slicing and align with standard geographic conventions -ds = ds.assign_coords( - longitude = (((ds.longitude + 180) % 360) - 180) +# Open ARCO-ERA5 directly from GCS (anonymous read). +# https://github.com/google-research/arco-era5 +url = 'gs://gcp-public-data-arco-era5/ar/full_37-1h-0p25deg-chunk-1.zarr-v3' +full = xr.open_zarr(url, chunks=None, storage_options={'token': 'anon'}) + +# ARCO-ERA5 is hourly data. To keep this example fast and avoid downloading +# gigabytes over GCS, we select a single time point per day (12:00 UTC). +# This reduces the data volume by 24x while preserving the seasonal monthly trend. +ds_daily = full[['total_cloud_cover']].sel(time=full.time.dt.hour == 12) + +# As in the previous ARCO-ERA5 example, we align Dask chunks to native +# Zarr chunks with `chunks={'time': 1}` for concurrent GCS reads. +ds_2019 = ds_daily.sel(time='2019').chunk({'time': 1}) +ds_2025 = ds_daily.sel(time='2025').chunk({'time': 1}) + +# ERA5 longitudes are 0-360 by default; remap to -180-180 for intuitive +# slicing and to align with standard geographic conventions. +ds_2019 = ds_2019.assign_coords( + longitude=(((ds_2019.longitude + 180) % 360) - 180) +).sortby('longitude') +ds_2025 = ds_2025.assign_coords( + longitude=(((ds_2025.longitude + 180) % 360) - 180) ).sortby('longitude') -# Slice North America + North Atlantic for both years -# 2019 = pre-policy baseline; 2025 = post-IMO 2020 sulfur restriction -ds_2019 = ds.sel(latitude=slice(75, 10), longitude=slice(-170, -50), valid_time=slice('2019-01-01', '2019-12-31')) -ds_2025 = ds.sel(latitude=slice(75, 10), longitude=slice(-170, -50), valid_time=slice('2025-01-01', '2025-12-31')) - -# Concatenate along the time dimension to create a single dataset -ds_combined = xr.concat([ds_2019, ds_2025], dim='valid_time') - -# Align chunks across all variables before passing to xarray-sql, -# which requires consistent chunking -ds_combined = ds_combined.unify_chunks() - +# Register as two separate tables. We let the SQL engine combine them via +# UNION ALL, which avoids forcing Xarray to concatenate lazy remote datasets. ctx = xql.XarrayContext() -ctx.from_dataset("cloud_data", ds_combined) +ctx.from_dataset("cloud_2019", ds_2019) +ctx.from_dataset("cloud_2025", ds_2025) -# Compute monthly average total cloud cover (tcc) grouped by year. +# Calculate monthly average total cloud cover over the North Atlantic. +# The library pushes the WHERE clause filters down, so we only fetch the +# specific spatial bounds requested from the dataset. result = ctx.sql(''' SELECT year, month, - AVG(tcc) as avg_cloud + AVG(total_cloud_cover) as avg_cloud FROM ( SELECT - EXTRACT(YEAR FROM valid_time) as year, - EXTRACT(MONTH FROM valid_time) as month, - tcc - FROM cloud_data + CAST(EXTRACT(YEAR FROM "time") AS INTEGER) as year, + CAST(EXTRACT(MONTH FROM "time") AS INTEGER) as month, + total_cloud_cover + FROM cloud_2019 + WHERE latitude BETWEEN 10 AND 75 AND longitude BETWEEN -170 AND -50 + + UNION ALL + + SELECT + CAST(EXTRACT(YEAR FROM "time") AS INTEGER) as year, + CAST(EXTRACT(MONTH FROM "time") AS INTEGER) as month, + total_cloud_cover + FROM cloud_2025 + WHERE latitude BETWEEN 10 AND 75 AND longitude BETWEEN -170 AND -50 ) GROUP BY year, month ORDER BY year, month ''') +# Materialize to a flat pandas DataFrame df = result.to_pandas() -print(df.head(20)) +print(df.head()) +# Pivot and plot the 12-month comparison plot_df = df.pivot(index='month', columns='year', values='avg_cloud') - plt.figure(figsize=(12, 6)) plot_df.plot(kind='line', marker='o', linewidth=2.5, ax=plt.gca()) - plt.title('Impact of Maritime Sulfur Restrictions: Cloud Coverage Comparison', fontsize=14) plt.ylabel('Total Cloud Cover (Fraction 0-1)', fontsize=12) plt.xlabel('Month', fontsize=12) plt.xticks(range(1, 13), ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']) plt.grid(True, linestyle='--', alpha=0.7) plt.legend(title='Year', labels=['2019 (Baseline)', '2025 (Post-policy 2020)']) - plt.text(1, plot_df.min().min(), "Region: North Atlantic", fontsize=10, bbox=dict(facecolor='white', alpha=0.5)) - plt.tight_layout() plt.show() ```