From d373e47d43fa257c0f89d66c4f2c763968595dac Mon Sep 17 00:00:00 2001 From: Arpita Patel Date: Thu, 16 May 2024 12:08:06 -0500 Subject: [PATCH] Added AWI-006 input data and study map. Updated steps (#163) * Updated README.md - Added AWI-006 * Add files via upload * added case study map --- README.md | 228 +++++++++++++++++++---------------------- image/README/VPU16.png | Bin 0 -> 929275 bytes 2 files changed, 106 insertions(+), 122 deletions(-) create mode 100644 image/README/VPU16.png diff --git a/README.md b/README.md index 810c2ca..ac97dc6 100644 --- a/README.md +++ b/README.md @@ -1,165 +1,146 @@ -# NextGen In A Box (NGIAB) +**NextGen In A Box (NGIAB)** -"NextGen In A Box" (NGIAB) is a containerized version of the NextGen National Water Resources Modeling Framework. +**Run the NextGen National Water Resources Modeling Framework locally with ease.** -[![ARM Build and push final image](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_branch.yml/badge.svg)](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_branch.yml) -[![X86 Build and push final image](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_x86.yml/badge.svg)](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_x86.yml) - -

- -

-The NextGen Water Resources Modeling Framework (NextGen) is a data-centric framework developed by the NOAA OWP team to enhance the forecasting of flooding and drought, improve water resource management, and protect lives, property, and the environment. - -The Cooperative Institute for Research to Operations in Hydrology (CIROH) along with Lynker has developed “NextGen In A Box” - ready-to-run, containerized and cloud-friendly version of NextGen framework, packaged with scripts to help prepare data and get you modeling more quickly. Leveraging open-source technical tools like Git, GitHub, CI/CD, Docker, NextGen In A Box fosters open research practices, enabling transparent and reproducible research outcomes within the NextGen framework. - -We are doing a case study : NWM run for Sipsey Fork, Black Warrior River +NGIAB provides a containerized and user-friendly solution for running the NextGen framework, allowing you to control inputs, configurations, and execution on your local machine. -- We don’t want to run all of CONUS -- We want to run NextGen locally -- We want to have control over inputs / config. -- How can we do it? Answer: NextGen In A Box (NGIAB) +| | | +| --- | --- | +| ![alt text](https://ciroh.ua.edu/wp-content/uploads/2022/08/CIROHLogo_200x200.png) | Funding for this project was provided by the National Oceanic & Atmospheric Administration (NOAA), awarded to the Cooperative Institute for Research to Operations in Hydrology (CIROH) through the NOAA Cooperative Agreement with The University of Alabama (NA22NWS4320003). | -This repository contains : - -- **Dockerfile** for running NextGen Framework (docker/Dockerfile\*) -- Documentation of how to run the model. (README.md) +[![ARM Build and push final image](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_branch.yml/badge.svg)](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_branch.yml) +[![X86 Build and push final image](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_x86.yml/badge.svg)](https://github.com/CIROH-UA/NGIAB-CloudInfra/actions/workflows/docker_image_main_x86.yml) -## Table of Contents +**Why NextGen In A Box?** -- [Prerequisites:](#prerequisites-) +- **Run NextGen Locally:** Experiment with the framework and customize configurations on your local machine. +- **Control Over Inputs:** Choose specific regions or basins for analysis and modify input data as needed. +- **Simplified Setup:** Utilize Docker containers for effortless deployment, avoiding complex software installations. +- **Open Research Practices:** Promote transparency and reproducibility through open-source tools like Git and GitHub. - - [Install docker](#install-docker-) - - [Install WSL on Windows](#Install-WSL-on-Windows-) - - [Download the input data in "ngen-data" folder from S3 bucket ](#download-the-input-data-in--ngen-data--folder-from-s3-bucket--) - - [Linux & Mac](#linux---mac) +**Case Study:** This repository demonstrates running NWM for Provo River Basin, UT - * [Run NextGen-In-A-Box](#run-nextgen-in-a-box) - - [Clone CloudInfra repo](#clone-cloudinfra-repo) - - [How to run the model script?](#how-to-run-the-model-script-) - - [Output of the model script](#output-of-the-model-script) +**Repository Contents:** -## Prerequisites: +- Dockerfile for running the NextGen Framework +- Guide script (guide.sh) for easy execution +- README with instructions and documentation -### Install docker and validate docker is up: +**Getting Started** - - On*Windows*: - - [Install Docker Desktop on Windows](https://docs.docker.com/desktop/install/windows-install/#install-docker-desktop-on-windows) - - Once docker is installed, start Docker Destop. - - Open Powershell -> right click and `Run as an Administrator` - - Type `docker ps -a` to make sure docker is working. +**Prerequisites** - - On*Mac*: - - [Install docker on Mac](https://docs.docker.com/desktop/install/mac-install/) - - Once docker is installed, start Docker Desktop. - - Open terminal app - - Type `docker ps -a` to make sure docker is working. +**Windows:** +1. **Install WSL:** Head over to Microsoft's official documentation and follow their comprehensive guide on installing WSL: https://learn.microsoft.com/en-us/windows/wsl/install +2. **Install Docker Desktop:** Begin by downloading and installing Docker Desktop from the official website: https://docs.docker.com/desktop/install/windows-install/#install-docker-desktop-on-windows +3. **Start Docker Desktop:** After installation, launch the Docker Desktop application. +4. **Open WSL as Admin:** Right-click on the WSL icon and select "Run as Administrator". +5. **Verify Installation:** In the WSL window, type the command docker ps -a to check if Docker is running correctly. This command should display a list of Docker containers. - - On*Linux*: - - [Install docker on Linux](https://docs.docker.com/desktop/install/linux-install/) - - Follow similar steps as *Mac* for starting Docker and verifying the installation +**Mac:** +1. **Install Docker Desktop:** Download and install Docker Desktop for Mac from: https://docs.docker.com/desktop/install/mac-install/ +2. **Start Docker Desktop:** Launch the Docker Desktop application once the installation is complete. +3. **Open Terminal:** Open the Terminal application on your Mac. +4. **Verify Installation:** Similar to Windows, use the command docker ps -a in the Terminal to verify Docker is functioning as expected. -### Install WSL on Windows: +**Linux:** +1. **Install Docker:** The installation process for Linux varies depending on your distribution. Refer to the official documentation for detailed instructions: https://docs.docker.com/desktop/install/linux-install/ +2. **Start Docker and Verify:** Follow the same steps as described for Mac to start Docker and verify its installation using the docker ps -a command in the terminal. -1. Follow Microsofts latest [instructions](https://learn.microsoft.com/en-us/windows/wsl/install) to install wsl -2. Once this is complete, follow the instructions for linux inside your wsl terminal. +- **Input Data:** + - **Download Sample Data:** Use the provided commands to download sample data for the Sipsey Fork case study. + - **To generate your own data:** Refer to the [NGIAB-datapreprocessor](https://github.com/AlabamaWaterInstitute/NGIAB_data_preprocess) for instructions on generating custom input data. + - **To generate your own data and run using NGIAB:** Refer to the [ngen-datastream repository](https://github.com/CIROH-UA/ngen-datastream/tree/main) for instructions on generating custom input data. -### Download the sample input data in "ngen-data" folder from S3 bucket : +This section guides you through downloading and preparing the sample input data for the NextGen In A Box project. -#### Linux ,Mac, WSL(Windows) +**Step 1: Create Project Directory** +- **Linux/Mac:** Open your terminal and go to your desired folder where you want to checkout repo and ngen-data folder and run the following commands: ```bash - mkdir -p NextGen/ngen-data - cd NextGen/ngen-data - wget --no-parent https://ciroh-ua-ngen-data.s3.us-east-2.amazonaws.com/AWI-004/AWI_09_004.tar.gz - tar -xf AWI_09_004.tar.gz - # to rename your folder - mv AWI_09_004 my_data +mkdir -p NextGen/ngen-data ``` -### How to Generate Your Own Input Data? - -Follow steps in our [ngen-datastream Repo](https://github.com/CIROH-UA/ngen-datastream/tree/main) - -### Case Study Map for the Sipsey Fork, Black Warrior River, AL - -![AGU_113060_03W_002](https://github.com/shahab122/NGIAB-CloudInfra/assets/28275758/cc7978da-081c-44ba-8877-0e235b5cca43) - -## Run NextGen In A Box - -### Clone NGIAB-CloudInfra repository - -Navigate to NextGen directory and clone the repository using below commands: - ```bash - cd ../.. - git clone https://github.com/CIROH-UA/NGIAB-CloudInfra.git - git checkout main - cd NGIAB-CloudInfra +cd NextGen/ngen-data ``` - -Once you are in _NGIAB-CloudInfra_ directory, you should see `guide.sh` in it. Now, we are ready to run the model using that script. - -### How to run the model script? - -#### WSL, Linux and Mac Steps: - -Follow below steps to run `guide.sh` script - +- **WSL (Right click and run as Admin):** Open WSL with administrator privileges and execute: ```bash - ./guide.sh +cd /mnt/c/Users/ ``` -- The script prompts the user to enter the file path for the input data directory where the forcing and config files are stored. - -Run the following command and copy the path value: - ```bash - # navigate to the data folder you created earlier - cd NextGen/ngen-data/my_data - pwd - # and copy the path +mkdir -p NextGen/ngen-data +``` +```bash +cd NextGen/ngen-data ``` +**Step 2: Download Sample Data** -where `` is the location of the folder with your data in it. +- **Linux/Mac/Windows WSL:** Use wget to download the compressed data file: +```bash +wget --no-parent https://ciroh-ua-ngen-data.s3.us-east-2.amazonaws.com/AWI-006/AWI_16_2853886_006.tar.gz +``` -- The script sets the entered directory as the `HOST_DATA_PATH` variable and uses it to find all the catchment, nexus, and realization files using the `find` command. -- Next, the user is asked whether to run NextGen or exit. If `run_NextGen` is selected, the script pulls the related image from the awiciroh DockerHub, based on the local machine's architecture: +**Step 3: Extract and Rename** +- **All Platforms:** Extract the downloaded file and optionally rename the folder: +```bash +tar -xf AWI_16_2853886_006.tar.gz ``` -For Mac with apple silicon (arm architecture), it pulls awiciroh/ciroh-ngen-image:latest. -For x86 machines, it pulls awiciroh/ciroh-ngen-image:latest-x86. +### Below is Optional: Rename the folder +```bash +mv AWI_16_2853886_006 my_data ``` +Now you have successfully downloaded and prepared the sample input data in the NextGen/ngen-data directory. Remember to replace "my_data" with your preferred folder name if you choose to rename it. -- The user is then prompted to select whether they want to run the model in parallel or serial mode. -- If the user selects parallel mode, the script uses the `mpirun` command to run the model and generates a partition file for the NGEN model. -- If the user selects the catchment, nexus, and realization files they want to use. +### Case Study Map for the Provo River Basin, UT -Example NGEN run command for parallel mode: +![AWI_16_2853886_006](image/README/VPU16.png) -```bash -/dmod/bin/partitionGenerator "/ngen/ngen/data/config/catchments.geojson" "/ngen/ngen/data/config/nexus.geojson" "partitions_2.json" "2" '' '' -mpirun -n 2 /dmod/bin/ngen-parallel \ -/ngen/ngen/data/config/catchments.geojson "" \ -/ngen/ngen/data/config/nexus.geojson "" \ -/ngen/ngen/data/config/awi_simplified_realization.json \ -/ngen/partitions_2.json -``` +**Running NGIAB** -- If the user selects serial mode, the script runs the model directly. +1. **Clone the Repository:** +Go to the folder created earlier during step #1 above -Example NGEN run command for serial mode: +```bash +cd NextGen +git clone https://github.com/CIROH-UA/NGIAB-CloudInfra.git +``` +```bash +cd NGIAB-CloudInfra +``` +2. **Run the Guide Script:** ```bash -/dmod/bin/ngen-serial \ -/ngen/ngen/data/config/catchments.geojson "" \ -/ngen/ngen/data/config/nexus.geojson "" \ -/ngen/ngen/data/config/awi_simplified_realization.json +./guide.sh ``` -- After the model has finished running, the script prompts the user whether they want to continue. -- If the user selects 1, the script opens an interactive shell. -- If the user selects 2, then the script exits. +3. **Follow the prompts:** + - **Input Data Path:** Enter the path to your downloaded or generated input data directory. (e.g NextGen/ngen-data/my_data) + - **Run Mode:** Choose between parallel or serial execution based on your preferences. + The script pulls the related image from the awiciroh DockerHub, based on the local machine's architecture: + ``` + For Mac with apple silicon (arm architecture), it pulls awiciroh/ciroh-ngen-image:latest. + For x86 machines, it pulls awiciroh/ciroh-ngen-image:latest-x86. + ``` + Example NGEN run command for parallel mode: + ```bash + mpirun -n 10 /dmod/bin/ngen-parallel ./config/wb-2853886_subset.gpkg all ./config/wb-2853886_subset.gpkg all ./config/realization.json /ngen/ngen/data/partitions_10.json + ``` + + Example NGEN run command for serial mode: + ```bash + /dmod/bin/ngen-serial ./config/wb-2853886_subset.gpkg all ./config/wb-2853886_subset.gpkg all ./config/realization.json + ``` + - **Select Files (automatically):** Script selects specific catchment, nexus, and realization files based on input data. + - After the model has finished running, the script prompts the user whether they want to continue. + - If the user selects 1, the script opens an interactive shell. + - If the user selects 2, then the script exits. + +**Output:** +- Model outputs will be saved in the outputs folder within your input data directory. (e.g '.../NextGen/ngen-data/my_data/') After the `guide.sh` is finished, the user can decide to use the [Tethys Platform]() for visualization of the outputs (nexus and catchments). The script will pull the latest image of the [Ngiab visualizer tethys app](https://github.com/CIROH-UA/ngiab-client). It will also spin a GeoServer container in order to visualize the catchments layers (due to the size of the layer, this layer is visualized as with WMS service) @@ -210,8 +191,11 @@ If the [Tethys Platform](https://www.tethysplatform.org/) is used to visualize t **Catchments Time Series** ![1715704450639](image/README/1715704450639.png) -After the `guide.sh` is finished, the user can decide to use the [Tethys Platform]() for visualization of the outputs (nexus and catchments). The script will continue to run + +**Additional Resources:** + +- [Next Generation Water Modeling Engine and Framework Prototype](https://github.com/NOAA-OWP/ngen) +- [NGIAB_data_preprocessor](https://github.com/AlabamaWaterInstitute/NGIAB_data_preprocess) +- [ngen-datastream Repository](https://github.com/CIROH-UA/ngen-datastream/tree/main) -Using the *flowveldepth.csv files from the 'outputs' folder, the streamflow at the Clear Creek gauge (USGS site ID 02450825) is displayed here. 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