From 40fe541f1269076877cacc3df676ca4a936ea39f Mon Sep 17 00:00:00 2001 From: taddyb Date: Fri, 17 Jan 2025 20:37:33 -0500 Subject: [PATCH 1/4] broke up long home page --- docs/home/contributions.md | 38 ++++++++++++++++++++++++++++++++++++++ docs/index.md | 37 ------------------------------------- mkdocs.yml | 4 +++- 3 files changed, 41 insertions(+), 38 deletions(-) create mode 100644 docs/home/contributions.md diff --git a/docs/home/contributions.md b/docs/home/contributions.md new file mode 100644 index 0000000..48bf23a --- /dev/null +++ b/docs/home/contributions.md @@ -0,0 +1,38 @@ +# How to contribute + +Below are the steps needed to create a blog post for DeepGroundwater: + +1. Fork the [DeepGroundwater github website](https://github.com/DeepGroundwater/DeepGroundwater.github.io) +2. Run the following commands to install mkdocs to your env + + ```sh + pip install uv + uv venv + source .venv/bin/activate + uv pip install -e . + ``` + +3. Create a .md file in the `docs/blog/posts` folder +4. Follow the following format for your post to ensure it builds on MkDocs + ```markdown + --- + date: + created: YYYY-MM-DD + authors: + - your_author_username + --- + + # Title + + Here is where your header (abstract) will be. This is what will appear on the blog post site + + # This is here to mark where the header ends and the content begins + + Blog post content! + + ``` +5. Add your name to the `docs/blog/.authors.yml` file, following the format of the page +6. Run `mkdocs serve` in your terminal using the new env to test your blog post renders. Check for formatting +7. Push your code to your fork, and create a pull request! + - In your pull request, select any of the editorial board to create your review. Two are required for the post to go live + - Once the post is reviewed, we'll merge your PR! diff --git a/docs/index.md b/docs/index.md index 3bdee48..1486206 100644 --- a/docs/index.md +++ b/docs/index.md @@ -19,40 +19,3 @@ DeepGroundwater is managed by the following maintainers: We welcome contributions from students, professors and industry professionals in the broad range of research related to hydrology and water resources. Contributions should be made by a GitHub pull request. An editorial review is required from at least two members of the board. *Note that our editorial review is intended to ensure that the contribution is on brand for DeepGroundWater and the markdown formatting works with MkDocs, and is not intended to ensure scientific rigor.* - -### How to contribute - -1. Fork the [DeepGroundwater github website](https://github.com/DeepGroundwater/DeepGroundwater.github.io) -2. Run the following commands to install mkdocs to your env - - ```sh - pip install uv - uv venv - source .venv/bin/activate - uv pip install -e . - ``` - -3. Create a .md file in the `docs/blog/posts` folder -4. Follow the following format for your post to ensure it builds on MkDocs - ```markdown - --- - date: - created: YYYY-MM-DD - authors: - - your_author_username - --- - - # Title - - Here is where your header (abstract) will be. This is what will appear on the blog post site - - # This is here to mark where the header ends and the content begins - - Blog post content! - - ``` -5. Add your name to the `docs/blog/.authors.yml` file, following the format of the page -6. Run `mkdocs serve` in your terminal using the new env to test your blog post renders. Check for formatting -7. Push your code to your fork, and create a pull request! - - In your pull request, select any of the editorial board to create your review. Two are required for the post to go live - - Once the post is reviewed, we'll merge your PR! \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 4e137a1..6066c25 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -76,7 +76,9 @@ hooks: nav: - - Home: index.md + - Home: + - index.md + - How to Contribute: home/contributions.md - Blog: - blog/index.md - Roadmap: From 1af2bc5e31263742b3a4aa609807180f24c4f0e4 Mon Sep 17 00:00:00 2001 From: taddyb Date: Fri, 21 Feb 2025 11:56:51 -0500 Subject: [PATCH 2/4] uploaded post --- docs/blog/posts/nwm_virtualizarr.md | 120 ++++++++++++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 docs/blog/posts/nwm_virtualizarr.md diff --git a/docs/blog/posts/nwm_virtualizarr.md b/docs/blog/posts/nwm_virtualizarr.md new file mode 100644 index 0000000..ff3f7f3 --- /dev/null +++ b/docs/blog/posts/nwm_virtualizarr.md @@ -0,0 +1,120 @@ +--- +date: + created: 2025-02-21 +authors: + - taddyb +--- + +# Coding Blog: How to access NWM forcings using VirtualiZarr + +One of the most underrated aspects of NOAA's weather data is how much data is published on a daily basis. The National Water Model (Cosgrove et al. 2024) produces nine total operational configurations, each with a different look back peroid, forecast range, and domain extent. The number of .nc files output to S3 Object Storage is in the tens of thousands... per day! + +While this amount of data is monumental for machine learning, or other hydrological analysis, it's cumbersome to read every .nc file individually, or download this amount of data to disk. That is where [VirtualiZarr](https://github.com/zarr-developers/VirtualiZarr) comes into play as it allows existing .nc files / structures to be viewed as zarr stores/xarray datasets without having to duplicate any data! + +Below is a tutorial on how you can use VirtualiZarr to read a forecast from the National Water Model as a singular zarr store for your own studies + + + +### Installing dependencies +The following dependencies will be used, with a version of Python >=3.11 +``` +dask==2025.2.0 +distributed==2025.2.0 +xarray==2025.1.2 +s3fs==2025.2.0 +virtualizarr==1.3.1 +h5py==3.13.0 +cubed-xarray==0.0.7 +h5netcdf==1.5.0 +``` + +You can either put these into a `requirements.txt` file, or install them one by one via your package manager. + +### Figure out what data you'll be using from the National Water Model +Given how much data exists out there from the national water model, you'll have to be explicit as to what you're trying to access. You can check out the +[National Water Model Bucket](https://noaa-nwm-pds.s3.amazonaws.com/index.html) yourself, but the following information needs to be known: + +- `date` + - The datetime we're reading + - ex: `20250216` +- `forecast_type` + - The forecast issued by the National Water Model + - ex: `short_range` +- `initial_time` + - The time at which the forecast was issued (In Zulu time) + - ex: `t00z` +- `variable` + - The variable we're looking to read + - ex: `channel_rt` + +### Query your files + +Since this data reads from the cloud, we'll need to create our paths to s3. Below shows how we'll be creating the URLs to our datasets dynamically. + +```python +import fsspec + +file_pattern = f"s3://noaa-nwm-pds/nwm.{date}/{forecast_type}/nwm.{initial_time}.{forecast_type}.{variable}.*.nc" +noaa_files = fs.glob(file_pattern) +noaa_files = sorted(["s3://" + f for f in noaa_files]) + +so = dict(anon=True, default_fill_cache=False, default_cache_type="none") +``` + +### Read your stores from the cloud + +Now that our s3 links are created, let's spin up a Dask Cluster to read our files from the cloud in parallel + +```python +import xarray as xr +from virtualizarr import open_virtual_dataset +from dask.distributed import LocalCluster + +def _process(url: str, so: dict[str, str]): + vds = open_virtual_dataset( + url, + drop_variables="crs", + indexes={}, + reader_options={"storage_options": so} + ) + return vds + +fs = fsspec.filesystem("s3", anon=True) +client_settings: dict[str, int | str] = { + "n_workers":9, + "memory_limit":"2GiB", +} + +cluster= LocalCluster(**client_settings) +client = cluster.get_client() + +so = dict(anon=True, default_fill_cache=False, default_cache_type="none") + +futures = [] +for url in noaa_files: + future = client.submit(_process, url, so) + futures.append(future) + +virtual_datasets = client.gather(futures) +``` + +*Notice:* How we drop the CRS from these netcdf files as their string byte-type throws an error + +### Build your VirtualiZarr store + +Now that our virtual datasets are created, let's concatenate the data, and rechunk the output so it's readable by your code. + +```python +virtual_ds = xr.combine_nested( + virtual_datasets, + coords="minimal", + compat='override', + concat_dim=['time'] +) +virtual_ds = virtual_ds.chunk({'time':1}, chunked_array_type="cubed") +``` + +Tthat's it! You now how a collection of many .nc files in one xarray dataset that can be read into your hydrologic analysis. + +For the full demo, and code package we put together, check out our demo repo at: [DeepGroundwater NWM Batcher](https://github.com/DeepGroundwater/nwm_batcher/blob/master/examples/read_short_range.ipynb) + From 58c88f174b2dd34cdad7ae685fba2043a31bea5d Mon Sep 17 00:00:00 2001 From: taddyb Date: Sat, 17 May 2025 14:50:14 -0400 Subject: [PATCH 3/4] updated virtualizarr blog post to address changes --- docs/blog/posts/nwm_virtualizarr.md | 47 ++++++++++++++++++++++------ docs/blog/posts/pics/nwm_accet.png | Bin 0 -> 150749 bytes 2 files changed, 38 insertions(+), 9 deletions(-) create mode 100644 docs/blog/posts/pics/nwm_accet.png diff --git a/docs/blog/posts/nwm_virtualizarr.md b/docs/blog/posts/nwm_virtualizarr.md index ff3f7f3..b5387e0 100644 --- a/docs/blog/posts/nwm_virtualizarr.md +++ b/docs/blog/posts/nwm_virtualizarr.md @@ -54,6 +54,7 @@ Since this data reads from the cloud, we'll need to create our paths to s3. Belo ```python import fsspec +fs = fsspec.filesystem("s3", anon=True) file_pattern = f"s3://noaa-nwm-pds/nwm.{date}/{forecast_type}/nwm.{initial_time}.{forecast_type}.{variable}.*.nc" noaa_files = fs.glob(file_pattern) noaa_files = sorted(["s3://" + f for f in noaa_files]) @@ -102,19 +103,47 @@ virtual_datasets = client.gather(futures) ### Build your VirtualiZarr store -Now that our virtual datasets are created, let's concatenate the data, and rechunk the output so it's readable by your code. +Now that our virtual datasets are created, let's create the virtual reference and save the output locally to a kerchunk json file. ```python -virtual_ds = xr.combine_nested( - virtual_datasets, - coords="minimal", - compat='override', - concat_dim=['time'] +virtual_datasets[0].virtualize.to_kerchunk("NWM.json", format="json") +``` + +Outputs can be read through thefollowing: +```python +import s3fs +import os + +os.environ['AWS_REGION'] = 'us-east-1' +fs = s3fs.S3FileSystem(anon=True, client_kwargs={'region_name': 'us-east-1'}) +storage_options = dict( + remote_protocol="s3", remote_options=dict(anon=True) ) -virtual_ds = virtual_ds.chunk({'time':1}, chunked_array_type="cubed") +ds = xr.open_dataset( + "NWM_ACCET.json", + engine="kerchunk", + backend_kwargs={"storage_options": storage_options}, +) +ds.ACCET.plot(vmin=-1, vmax=ds.ACCET.max().values) ``` -Tthat's it! You now how a collection of many .nc files in one xarray dataset that can be read into your hydrologic analysis. +That's it! You now how a collection of many .nc files in one xarray dataset that can be read into your hydrologic analysis. + +For the full demo, and code package we put together, check out our demo repo at: [DeepGroundwater NWM Batcher](https://github.com/DeepGroundwater/nwm_batcher/blob/master/examples/read_short_range.ipynb). With a snippet below: -For the full demo, and code package we put together, check out our demo repo at: [DeepGroundwater NWM Batcher](https://github.com/DeepGroundwater/nwm_batcher/blob/master/examples/read_short_range.ipynb) +```python +virtual_datasets = nwm_batcher.read( + date="20250516", + forecast_type="short_range", + initial_time="t00z", + variable="land", + data_variable="ACCET", + coordinates=["time", "reference_time", "x", "y"] +) +``` +

+ Accumulated Total ET +
+ Figure 1: Plotted Accumlated total ET for CONUS +

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file changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/blog/posts/nwm_virtualizarr.md b/docs/blog/posts/nwm_virtualizarr.md index b5387e0..5e00f66 100644 --- a/docs/blog/posts/nwm_virtualizarr.md +++ b/docs/blog/posts/nwm_virtualizarr.md @@ -127,6 +127,12 @@ ds = xr.open_dataset( ds.ACCET.plot(vmin=-1, vmax=ds.ACCET.max().values) ``` +

+ Accumulated Total ET +
+ Figure 1: Plotted Accumlated total ET for CONUS +

+ That's it! You now how a collection of many .nc files in one xarray dataset that can be read into your hydrologic analysis. For the full demo, and code package we put together, check out our demo repo at: [DeepGroundwater NWM Batcher](https://github.com/DeepGroundwater/nwm_batcher/blob/master/examples/read_short_range.ipynb). With a snippet below: @@ -141,9 +147,3 @@ virtual_datasets = nwm_batcher.read( coordinates=["time", "reference_time", "x", "y"] ) ``` - -

- Accumulated Total ET -
- Figure 1: Plotted Accumlated total ET for CONUS -