From 41172ff03cbdb9291db02079585837dfe9c99cc2 Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Mon, 13 May 2024 16:48:48 -0800
Subject: [PATCH 01/35] Adding readme

---
 README.md | 175 +++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 173 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 4f4b26c5..bf1822eb 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,174 @@
-# HyP3 autoRIFT
 
-A HyP3 plugin for feature tracking processing with AutoRIFT-ISCE
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8007397.svg)](https://doi.org/10.5281/zenodo.8007397) ![Coverage](images/coverage.svg)
+
+# HyP3 ISCE2 Plugin
+
+The HyP3-ISCE2 plugin provides a set of workflows to process SAR satellite data using the [InSAR Scientific Computing Environment 2](https://github.com/isce-framework/isce2) (ISCE2) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of SAR data.
+
+## Usage
+The HyP3-ISCE2 plugin provides a set of workflows (accessible directly in Python or via a CLI) that can be used to process SAR data using ISCE2. The workflows currently included in this plugin are:
+
+- `insar_tops`: A workflow for creating full-SLC Sentinel-1 geocoded unwrapped interferogram using ISCE2's TOPS processing workflow 
+- `insar_tops_burst`: A workflow for creating single-burst Sentinel-1 geocoded unwrapped interferogram using ISCE2's TOPS processing workflow 
+---
+
+To run a workflow, simply run `python -m hyp3_isce2 ++process [WORKFLOW_NAME] [WORKFLOW_ARGS]`. For example, to run the `insar_tops_burst` workflow:
+
+```
+python -m hyp3_isce2 ++process insar_tops_burst \
+  S1_136231_IW2_20200604T022312_VV_7C85-BURST \
+  S1_136231_IW2_20200616T022313_VV_5D11-BURST \
+  --looks 20x4 \
+  --apply-water-mask True
+```
+
+This command will create a Sentinel-1 interferogram that contains a deformation signal related to a 
+2020 Iranian earthquake. 
+
+### Product Merging Utility Usage
+**This feature is under active development and is subject to change!**
+
+Burst InSAR products created using the `insar_tops_burst` workflow can be merged together using the `merge_tops_burst` workflow. This can be useful when the deformation signal you'd like to observe spans multiple bursts. It can be called using the following syntax:
+```
+python -m hyp3_isce2 ++process merge_tops_bursts \
+  PATH_TO_UNZIPPED_PRODUCTS \
+  --apply-water-mask True
+```
+Where `PATH_TO_UNZIPPED_PRODUCTS` is the path to a directory containing unzipped burst InSAR products. For example:
+```bash
+PATH_TO_UNZIPPED_PRODUCTS/
+├─ S1_136232_IW2_20200604_20200616_VV_INT80_663F/
+├─ S1_136231_IW2_20200604_20200616_VV_INT80_529D/
+```
+In order to be merging eligible, all burst products must:
+1. Have the same reference and secondary dates
+1. Have the same polarization
+1. Have the same multilooking
+1. Be from the same relative orbit
+1. Be contiguous
+
+The workflow should through an error if any of these conditions are not met.
+
+**Merging burst InSAR products requires extra data that is not contained in the production HyP3 Burst InSAR products. For the time being, to be merging eligible burst products must be created locally using your own installation of `hyp3-isce2` from the `merge_bursts` branch of this repository!**
+
+As mentioned above this feature is under active development, so we welcome any feedback you have!
+
+### Options
+To learn about the arguments for each workflow, look at the help documentation 
+(`python -m hyp3_isce2 ++process [WORKFLOW_NAME] --help`).
+
+#### Looks Option
+When ordering Sentinel-1 Burst InSAR On Demand products, users can choose the number of **looks** (`--looks`) to use 
+in processing, which drives the resolution and pixel spacing of the output products. The available options are 
+20x4, 10x2, or 5x1. The first number indicates the number of looks in range, the second is the number of looks 
+in azimuth.
+
+The output product pixel spacing depends on the number of looks in azimuth:
+pixel spacing = 20 * azimuth looks
+
+Products with 20x4 looks have a pixel spacing of 80 m, those with 10x2 looks have a pixel spacing of 40 m, and
+those with 5x1 looks have a pixel spacing of 20 m.
+
+#### Water Mask Option
+There is always a water mask geotiff file included in the product package, but setting the **apply-water-mask** 
+(`--apply-water-mask`) option to True will apply the mask to the wrapped interferogram prior to phase unwrapping.
+
+### Earthdata Login and ESA Credentials
+
+For all workflows, the user must provide their Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
+If you do not already have an Earthdata account, you can sign up [here](https://urs.earthdata.nasa.gov/home). 
+If you do not already have a CDSE account, you can sign up [here](https://dataspace.copernicus.eu). 
+Your credentials can be passed to the workflows via command-line options (`--esa-username` and  `--esa-password`), environment variables 
+(`EARTHDATA_USERNAME`, `EARTHDATA_PASSWORD`, `ESA_USERNAME`, and `ESA_PASSWORD`), or via your `.netrc` file. If you haven't set up a `.netrc` file 
+before, check out this [guide](https://harmony.earthdata.nasa.gov/docs#getting-started) to get started.
+
+### Docker Container
+The ultimate goal of this project is to create a docker container that can run ISCE2 workflows within a HyP3 
+deployment. To run the current version of the project's container, use this command:
+```
+docker run -it --rm \
+    -e EARTHDATA_USERNAME=[YOUR_USERNAME_HERE] \
+    -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
+    -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
+    -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
+    ghcr.io/asfhyp3/hyp3-isce2:latest \
+    ++process [WORKFLOW_NAME] \
+    [WORKFLOW_ARGS]
+```
+
+**NOTE** Each workflow can also be accessed via an alternative CLI with the format (`[WORKFLOW_NAME] [WORKFLOW_ARGS]`)
+
+#### Docker Outputs
+
+To retain hyp3_isce2 output files running via Docker there are two recommended approaches:
+
+1. Use a volume mount
+
+Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_isce3 outputs are preserved locally.
+
+1. Copy outputs to remote object storage
+
+Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files and zipped archive of those files is uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
+
+```
+docker run -it --rm \
+    -e AWS_ACCESS_KEY_ID=[YOUR_KEY] \
+    -e AWS_SECRET_ACCESS_KEY=[YOUR_SECRET] \ 
+    -e AWS_SESSION_TOKEN=[YOUR_TOKEN] \ 
+    -e EARTHDATA_USERNAME=[YOUR_USERNAME_HERE] \
+    -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
+    -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
+    -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
+    ghcr.io/asfhyp3/hyp3-isce2:latest \
+      ++process [WORKFLOW_NAME] \
+      [WORKFLOW_ARGS] \
+      --bucket "hypothetical-bucket" \
+      --bucket-prefix "test-run"
+```
+
+Tip: you can use [`docker run --env-file`](https://docs.docker.com/reference/cli/docker/container/run/#env) to capture all the necessary environment variables in a single file.
+
+
+## Developer Setup
+1. Ensure that conda is installed on your system (we recommend using [mambaforge](https://github.com/conda-forge/miniforge#mambaforge) to reduce setup times).
+2. Download a local version of the `hyp3-isce2` repository (`git clone https://github.com/ASFHyP3/hyp3-isce2.git`)
+3. In the base directory for this project call `mamba env create -f environment.yml` to create your Python environment, then activate it (`mamba activate hyp3-isce2`)
+4. Finally, install a development version of the package (`python -m pip install -e .`)
+
+To run all commands in sequence use:
+```bash
+git clone https://github.com/ASFHyP3/hyp3-isce2.git
+cd hyp3-isce2
+mamba env create -f environment.yml
+mamba activate hyp3-isce2
+python -m pip install -e .
+```
+
+## Background
+HyP3 is broken into two components: the cloud architecture/API that manage processing of HyP3 workflows, and Docker container plugins that contain scientific workflows which produce new science products from a variety of data sources (see figure below for the full HyP3 architecture).
+
+![Cloud Architecture](images/arch_here.jpg)
+
+The cloud infratstructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3). This repository contains a plugin that can be used to process ISCE2-based processing of SAR data.
+
+This project was heavily influenced by the [DockerizedTopsApp](https://github.com/ACCESS-Cloud-Based-InSAR/DockerizedTopsApp) project, which contains a similar workflow that is designed to produce ARIA Sentinel-1 Geocoded Unwrapped Interferogram standard products via HyP3.
+
+## License
+The HyP3-ISCE2 plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.
+
+## Code of conduct
+We strive to create a welcoming and inclusive community for all contributors to HyP3-ISCE2. As such, all contributors to this project are expected to adhere to our code of conduct.
+
+Please see `CODE_OF_CONDUCT.md` for the full code of conduct text.
+
+## Contributing
+Contributions to the HyP3-ISCE2 plugin are welcome! If you would like to contribute, please submit a pull request on the GitHub repository.
+
+## Contact Us
+Want to talk about HyP3-ISCE2? We would love to hear from you!
+
+Found a bug? Want to request a feature?
+[open an issue](https://github.com/ASFHyP3/asf_tools/issues/new)
+
+General questions? Suggestions? Or just want to talk to the team?
+[chat with us on gitter](https://gitter.im/ASFHyP3/community)

From 5017ebbacb76cdd00201937702af3b2c389f49c3 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Mon, 13 May 2024 17:37:27 -0800
Subject: [PATCH 02/35] Update README.md

---
 README.md | 92 +++++++++++++------------------------------------------
 1 file changed, 22 insertions(+), 70 deletions(-)

diff --git a/README.md b/README.md
index bf1822eb..81c5aa20 100644
--- a/README.md
+++ b/README.md
@@ -1,77 +1,29 @@
 
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8007397.svg)](https://doi.org/10.5281/zenodo.8007397) ![Coverage](images/coverage.svg)
 
-# HyP3 ISCE2 Plugin
+# HyP3 autoRIFT Plugin
 
-The HyP3-ISCE2 plugin provides a set of workflows to process SAR satellite data using the [InSAR Scientific Computing Environment 2](https://github.com/isce-framework/isce2) (ISCE2) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of SAR data.
+The HyP3-autoRIFT plugin provides a set of workflows to get dense feature tracking between two images with the [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of optical and SAR data.
 
 ## Usage
-The HyP3-ISCE2 plugin provides a set of workflows (accessible directly in Python or via a CLI) that can be used to process SAR data using ISCE2. The workflows currently included in this plugin are:
+The HyP3-autoRIFT plugin provides a set of workflows (accessible directly in Python or via a CLI) that can be used to process SAR or optical data using autoRIFT. The workflows currently included in this plugin are:
 
-- `insar_tops`: A workflow for creating full-SLC Sentinel-1 geocoded unwrapped interferogram using ISCE2's TOPS processing workflow 
-- `insar_tops_burst`: A workflow for creating single-burst Sentinel-1 geocoded unwrapped interferogram using ISCE2's TOPS processing workflow 
+- `hyp3_autorift`: A workflow to get dense feature tracking between two images using autoRIFT
+- `s1_correction`: A workflow for geogriding Sentinel-1 images using ISCE2's processing workflow 
 ---
 
-To run a workflow, simply run `python -m hyp3_isce2 ++process [WORKFLOW_NAME] [WORKFLOW_ARGS]`. For example, to run the `insar_tops_burst` workflow:
+To run a workflow, simply run `python -m hyp3_autorift ++process [WORKFLOW_NAME] [WORKFLOW_ARGS]`. For example, to run the `s1_correction` workflow:
 
 ```
-python -m hyp3_isce2 ++process insar_tops_burst \
-  S1_136231_IW2_20200604T022312_VV_7C85-BURST \
-  S1_136231_IW2_20200616T022313_VV_5D11-BURST \
-  --looks 20x4 \
-  --apply-water-mask True
+python -m hyp3_autorift ++process s1_correction \
+  "S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07" \
 ```
 
-This command will create a Sentinel-1 interferogram that contains a deformation signal related to a 
-2020 Iranian earthquake. 
-
-### Product Merging Utility Usage
-**This feature is under active development and is subject to change!**
-
-Burst InSAR products created using the `insar_tops_burst` workflow can be merged together using the `merge_tops_burst` workflow. This can be useful when the deformation signal you'd like to observe spans multiple bursts. It can be called using the following syntax:
-```
-python -m hyp3_isce2 ++process merge_tops_bursts \
-  PATH_TO_UNZIPPED_PRODUCTS \
-  --apply-water-mask True
-```
-Where `PATH_TO_UNZIPPED_PRODUCTS` is the path to a directory containing unzipped burst InSAR products. For example:
-```bash
-PATH_TO_UNZIPPED_PRODUCTS/
-├─ S1_136232_IW2_20200604_20200616_VV_INT80_663F/
-├─ S1_136231_IW2_20200604_20200616_VV_INT80_529D/
-```
-In order to be merging eligible, all burst products must:
-1. Have the same reference and secondary dates
-1. Have the same polarization
-1. Have the same multilooking
-1. Be from the same relative orbit
-1. Be contiguous
-
-The workflow should through an error if any of these conditions are not met.
-
-**Merging burst InSAR products requires extra data that is not contained in the production HyP3 Burst InSAR products. For the time being, to be merging eligible burst products must be created locally using your own installation of `hyp3-isce2` from the `merge_bursts` branch of this repository!**
-
-As mentioned above this feature is under active development, so we welcome any feedback you have!
+This command will geogriding a Sentinel-1 image in Greenland. 
 
 ### Options
 To learn about the arguments for each workflow, look at the help documentation 
-(`python -m hyp3_isce2 ++process [WORKFLOW_NAME] --help`).
-
-#### Looks Option
-When ordering Sentinel-1 Burst InSAR On Demand products, users can choose the number of **looks** (`--looks`) to use 
-in processing, which drives the resolution and pixel spacing of the output products. The available options are 
-20x4, 10x2, or 5x1. The first number indicates the number of looks in range, the second is the number of looks 
-in azimuth.
-
-The output product pixel spacing depends on the number of looks in azimuth:
-pixel spacing = 20 * azimuth looks
-
-Products with 20x4 looks have a pixel spacing of 80 m, those with 10x2 looks have a pixel spacing of 40 m, and
-those with 5x1 looks have a pixel spacing of 20 m.
-
-#### Water Mask Option
-There is always a water mask geotiff file included in the product package, but setting the **apply-water-mask** 
-(`--apply-water-mask`) option to True will apply the mask to the wrapped interferogram prior to phase unwrapping.
+(`python -m hyp3_autorift ++process [WORKFLOW_NAME] --help`).
 
 ### Earthdata Login and ESA Credentials
 
@@ -83,7 +35,7 @@ Your credentials can be passed to the workflows via command-line options (`--esa
 before, check out this [guide](https://harmony.earthdata.nasa.gov/docs#getting-started) to get started.
 
 ### Docker Container
-The ultimate goal of this project is to create a docker container that can run ISCE2 workflows within a HyP3 
+The ultimate goal of this project is to create a docker container that can run autoRIFT workflows within a HyP3 
 deployment. To run the current version of the project's container, use this command:
 ```
 docker run -it --rm \
@@ -91,7 +43,7 @@ docker run -it --rm \
     -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
     -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
     -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
-    ghcr.io/asfhyp3/hyp3-isce2:latest \
+    ghcr.io/asfhyp3/hyp3-autorift:latest \
     ++process [WORKFLOW_NAME] \
     [WORKFLOW_ARGS]
 ```
@@ -100,11 +52,11 @@ docker run -it --rm \
 
 #### Docker Outputs
 
-To retain hyp3_isce2 output files running via Docker there are two recommended approaches:
+To retain hyp3_autorift output files running via Docker there are two recommended approaches:
 
 1. Use a volume mount
 
-Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_isce3 outputs are preserved locally.
+Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_autorift outputs are preserved locally.
 
 1. Copy outputs to remote object storage
 
@@ -131,16 +83,16 @@ Tip: you can use [`docker run --env-file`](https://docs.docker.com/reference/cli
 
 ## Developer Setup
 1. Ensure that conda is installed on your system (we recommend using [mambaforge](https://github.com/conda-forge/miniforge#mambaforge) to reduce setup times).
-2. Download a local version of the `hyp3-isce2` repository (`git clone https://github.com/ASFHyP3/hyp3-isce2.git`)
-3. In the base directory for this project call `mamba env create -f environment.yml` to create your Python environment, then activate it (`mamba activate hyp3-isce2`)
+2. Download a local version of the `hyp3-autorift` repository (`git clone https://github.com/ASFHyP3/hyp3-autorift.git`)
+3. In the base directory for this project call `mamba env create -f environment.yml` to create your Python environment, then activate it (`mamba activate hyp3-autorift`)
 4. Finally, install a development version of the package (`python -m pip install -e .`)
 
 To run all commands in sequence use:
 ```bash
-git clone https://github.com/ASFHyP3/hyp3-isce2.git
-cd hyp3-isce2
+git clone https://github.com/ASFHyP3/hyp3-autorift.git
+cd hyp3-autorift
 mamba env create -f environment.yml
-mamba activate hyp3-isce2
+mamba activate hyp3-autorift
 python -m pip install -e .
 ```
 
@@ -154,7 +106,7 @@ The cloud infratstructure-as-code for HyP3 can be found in the main [HyP3 reposi
 This project was heavily influenced by the [DockerizedTopsApp](https://github.com/ACCESS-Cloud-Based-InSAR/DockerizedTopsApp) project, which contains a similar workflow that is designed to produce ARIA Sentinel-1 Geocoded Unwrapped Interferogram standard products via HyP3.
 
 ## License
-The HyP3-ISCE2 plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.
+The HyP3-autoRIFT plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.
 
 ## Code of conduct
 We strive to create a welcoming and inclusive community for all contributors to HyP3-ISCE2. As such, all contributors to this project are expected to adhere to our code of conduct.
@@ -162,10 +114,10 @@ We strive to create a welcoming and inclusive community for all contributors to
 Please see `CODE_OF_CONDUCT.md` for the full code of conduct text.
 
 ## Contributing
-Contributions to the HyP3-ISCE2 plugin are welcome! If you would like to contribute, please submit a pull request on the GitHub repository.
+Contributions to the HyP3-autoRIFT plugin are welcome! If you would like to contribute, please submit a pull request on the GitHub repository.
 
 ## Contact Us
-Want to talk about HyP3-ISCE2? We would love to hear from you!
+Want to talk about HyP3-autoRIFT? We would love to hear from you!
 
 Found a bug? Want to request a feature?
 [open an issue](https://github.com/ASFHyP3/asf_tools/issues/new)

From ed61adb7d05a913bb194f8062f48cbad0c355f18 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Mon, 13 May 2024 17:39:35 -0800
Subject: [PATCH 03/35] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 81c5aa20..a5f16a8a 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8007397.svg)](https://doi.org/10.5281/zenodo.8007397) ![Coverage](images/coverage.svg)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10871107.svg)](https://doi.org/10.5281/zenodo.10871107) ![Coverage](images/coverage.svg)
 
 # HyP3 autoRIFT Plugin
 

From e158ad946e92d39f7ebc1335ce4bdee582fe86d2 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Mon, 13 May 2024 17:41:35 -0800
Subject: [PATCH 04/35] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a5f16a8a..0262e755 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@ python -m hyp3_autorift ++process s1_correction \
   "S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07" \
 ```
 
-This command will geogriding a Sentinel-1 image in Greenland. 
+This command will geogrid a Sentinel-1 image in Greenland. 
 
 ### Options
 To learn about the arguments for each workflow, look at the help documentation 

From d30abb4f82abcb451a33c500d44f4a7a2849b05e Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Tue, 14 May 2024 16:47:23 -0800
Subject: [PATCH 05/35] Update README.md

---
 README.md | 40 ++++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index 0262e755..49d7c59d 100644
--- a/README.md
+++ b/README.md
@@ -1,55 +1,57 @@
 
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10871107.svg)](https://doi.org/10.5281/zenodo.10871107) ![Coverage](images/coverage.svg)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4037015.svg)](https://doi.org/10.5281/zenodo.4037015) ![Coverage](images/coverage.svg)
 
 # HyP3 autoRIFT Plugin
 
-The HyP3-autoRIFT plugin provides a set of workflows to get dense feature tracking between two images with the [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of optical and SAR data.
+HyP3-autoRIFT for feature tracking processing with AutoRIFT-ISCE [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of optical (Landsat and Sentinel-2) and SAR data (Sentinel-1).
 
 ## Usage
-The HyP3-autoRIFT plugin provides a set of workflows (accessible directly in Python or via a CLI) that can be used to process SAR or optical data using autoRIFT. The workflows currently included in this plugin are:
+The HyP3-autoRIFT plugin provides a workflow (accessible directly in Python or via a CLI) that can be used to process SAR or optical data using autoRIFT:
 
 - `hyp3_autorift`: A workflow to get dense feature tracking between two images using autoRIFT
-- `s1_correction`: A workflow for geogriding Sentinel-1 images using ISCE2's processing workflow 
 ---
 
-To run a workflow, simply run `python -m hyp3_autorift ++process [WORKFLOW_NAME] [WORKFLOW_ARGS]`. For example, to run the `s1_correction` workflow:
+To run the workflow, simply run `python -m hyp3_autorift ++process hyp3_autorift [WORKFLOW_ARGS]`. For example:
 
 ```
-python -m hyp3_autorift ++process s1_correction \
-  "S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07" \
+python -m hyp3_autorift ++process hyp3_autorift \
+  "LC08_L1TP_009011_20200703_20200913_02_T1" \
+  "LC08_L1TP_009011_20200820_20200905_02_T1"
 ```
 
-This command will geogrid a Sentinel-1 image in Greenland. 
+This command will run autorift for a pair of Landsar images. 
 
 ### Options
 To learn about the arguments for each workflow, look at the help documentation 
-(`python -m hyp3_autorift ++process [WORKFLOW_NAME] --help`).
+(`python -m hyp3_autorift ++process hyp3_autorift --help`).
 
 ### Earthdata Login and ESA Credentials
 
-For all workflows, the user must provide their Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
+For the workflow, the user must provide their Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
 If you do not already have an Earthdata account, you can sign up [here](https://urs.earthdata.nasa.gov/home). 
 If you do not already have a CDSE account, you can sign up [here](https://dataspace.copernicus.eu). 
 Your credentials can be passed to the workflows via command-line options (`--esa-username` and  `--esa-password`), environment variables 
-(`EARTHDATA_USERNAME`, `EARTHDATA_PASSWORD`, `ESA_USERNAME`, and `ESA_PASSWORD`), or via your `.netrc` file. If you haven't set up a `.netrc` file 
+(`AWS_ACCESS_KEY_ID`,`AWS_SECRET_ACCESS_KEY`,`EARTHDATA_USERNAME`, `EARTHDATA_PASSWORD`, `ESA_USERNAME`, and `ESA_PASSWORD`), or via your `.netrc` file. If you haven't set up a `.netrc` file 
 before, check out this [guide](https://harmony.earthdata.nasa.gov/docs#getting-started) to get started.
 
+**NOTE** AWS credentials are necessary to access Landsat data.
+
 ### Docker Container
 The ultimate goal of this project is to create a docker container that can run autoRIFT workflows within a HyP3 
 deployment. To run the current version of the project's container, use this command:
 ```
 docker run -it --rm \
+    -e AWS_ACCESS_KEY_ID=[YOUR_KEY] \
+    -e AWS_SECRET_ACCESS_KEY=[YOUR_SECRET] \
     -e EARTHDATA_USERNAME=[YOUR_USERNAME_HERE] \
     -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
     -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
     -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
     ghcr.io/asfhyp3/hyp3-autorift:latest \
-    ++process [WORKFLOW_NAME] \
+    ++process hyp3_autorift \
     [WORKFLOW_ARGS]
 ```
 
-**NOTE** Each workflow can also be accessed via an alternative CLI with the format (`[WORKFLOW_NAME] [WORKFLOW_ARGS]`)
-
 #### Docker Outputs
 
 To retain hyp3_autorift output files running via Docker there are two recommended approaches:
@@ -60,7 +62,7 @@ Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the wo
 
 1. Copy outputs to remote object storage
 
-Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files and zipped archive of those files is uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
+Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files are uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
 
 ```
 docker run -it --rm \
@@ -72,7 +74,7 @@ docker run -it --rm \
     -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
     -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
     ghcr.io/asfhyp3/hyp3-isce2:latest \
-      ++process [WORKFLOW_NAME] \
+      ++process hyp3_autorift \
       [WORKFLOW_ARGS] \
       --bucket "hypothetical-bucket" \
       --bucket-prefix "test-run"
@@ -101,15 +103,13 @@ HyP3 is broken into two components: the cloud architecture/API that manage proce
 
 ![Cloud Architecture](images/arch_here.jpg)
 
-The cloud infratstructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3). This repository contains a plugin that can be used to process ISCE2-based processing of SAR data.
-
-This project was heavily influenced by the [DockerizedTopsApp](https://github.com/ACCESS-Cloud-Based-InSAR/DockerizedTopsApp) project, which contains a similar workflow that is designed to produce ARIA Sentinel-1 Geocoded Unwrapped Interferogram standard products via HyP3.
+The cloud infrastructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3). This repository contains a plugin that can be used for feature tracking processing with AutoRIFT-ISCE.
 
 ## License
 The HyP3-autoRIFT plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.
 
 ## Code of conduct
-We strive to create a welcoming and inclusive community for all contributors to HyP3-ISCE2. As such, all contributors to this project are expected to adhere to our code of conduct.
+We strive to create a welcoming and inclusive community for all contributors to HyP3-autoRIFT. As such, all contributors to this project are expected to adhere to our code of conduct.
 
 Please see `CODE_OF_CONDUCT.md` for the full code of conduct text.
 

From be408332c2e8bc1617b50aaa1abd1031fe94895b Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Tue, 14 May 2024 16:52:57 -0800
Subject: [PATCH 06/35] Update README.md

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 49d7c59d..0ede9dc4 100644
--- a/README.md
+++ b/README.md
@@ -15,11 +15,11 @@ To run the workflow, simply run `python -m hyp3_autorift ++process hyp3_autorift
 
 ```
 python -m hyp3_autorift ++process hyp3_autorift \
-  "LC08_L1TP_009011_20200703_20200913_02_T1" \
-  "LC08_L1TP_009011_20200820_20200905_02_T1"
+  "S2B_MSIL1C_20200612T150759_N0209_R025_T22WEB_20200612T184700" \
+  "S2A_MSIL1C_20200627T150921_N0209_R025_T22WEB_20200627T170912"
 ```
 
-This command will run autorift for a pair of Landsar images. 
+This command will run autorift for a pair of Sentinel-2 images. 
 
 ### Options
 To learn about the arguments for each workflow, look at the help documentation 

From 6ecd8750dd2d04aad250d4621e0e2b05aa621307 Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 14 May 2024 17:05:12 -0800
Subject: [PATCH 07/35] remove old docs folder

---
 docs/api_example.md             | 162 ----------------
 docs/imgs/get_jobs_query.png    | Bin 47987 -> 0 bytes
 docs/imgs/get_user_execute.png  | Bin 65260 -> 0 bytes
 docs/imgs/get_user_try.png      | Bin 53095 -> 0 bytes
 docs/imgs/post_jobs_execute.png | Bin 86116 -> 0 bytes
 docs/imgs/vertex-sign-in.png    | Bin 36092 -> 0 bytes
 docs/sdk_example.ipynb          | 319 --------------------------------
 7 files changed, 481 deletions(-)
 delete mode 100644 docs/api_example.md
 delete mode 100644 docs/imgs/get_jobs_query.png
 delete mode 100644 docs/imgs/get_user_execute.png
 delete mode 100644 docs/imgs/get_user_try.png
 delete mode 100644 docs/imgs/post_jobs_execute.png
 delete mode 100644 docs/imgs/vertex-sign-in.png
 delete mode 100644 docs/sdk_example.ipynb

diff --git a/docs/api_example.md b/docs/api_example.md
deleted file mode 100644
index 7d479685..00000000
--- a/docs/api_example.md
+++ /dev/null
@@ -1,162 +0,0 @@
-# Using the HyP3 API for autoRIFT
-
-AutoRIFT's HyP3 API is built on [OpenAPI](https://www.openapis.org/) and 
-[Swagger](https://swagger.io/) and available at:
-
-https://hyp3-autorift.asf.alaska.edu/ui
-
-In order to use the API, you'll need a `asf-urs` session cookie, which you can get
-by [signing in to Vertex](https://search.asf.alaska.edu/#/)
-
-![vetex sign in](imgs/vertex-sign-in.png)
-
-### Confirm you are authenticated
-
-To confirm you are authenticated, you can run a `GET` request to our `/user` endpoint.
-Select the blue `GET` button next to `/user` and click the `Try it out` button
-![GET /user try](imgs/get_user_try.png)
-
-Then, execute the request and look at the response
-![GET /user execute](imgs/get_user_execute.png)
-
-If you get a `Code 200` you should see a JSON dictionary of your user information.
-If you get a `Code 401` you are not currently authenticated.
-
-## Submitting jobs
-
-Jobs are submitted through the API by providing a JSON payload with a list of job
-definitions. A minimal job list for a single Sentinel-1 autoRIFT job would look like:
-
-```json
-{
-  "jobs": [
-    {
-      "job_type": "AUTORIFT",
-      "name": "s1-example",
-      "job_parameters": {
-        "granules": [
-          "S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07",
-          "S1B_IW_SLC__1SSH_20170227T204628_20170227T204655_004491_007D11_6654"
-        ]
-      }
-    }
-  ]
-}
-```
-
-The job list may contain up to 200 job definitions.
-
-### Sentinel-1, Sentinel-2, and Landsat-8
-
-For each supported satellite mission, the granule (scene) pairs to process are
-provided by ID:
-* Sentinel-1: [ESA granule ID](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/naming-conventions)
-* Sentinel-2: [ESA granule ID](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/naming-convention) 
-  *or* [Element 84 Earth Search ID](https://registry.opendata.aws/sentinel-2/)
-* Landsat-8 Collection 2: [USGS scene ID](https://www.usgs.gov/faqs/what-naming-convention-landsat-collection-2-level-1-and-level-2-scenes?qt-news_science_products=0#qt-news_science_products)
-
-To submit an example set of jobs including all supported missions, you could write a job list like:
-
-```json
-{
-  "jobs": [
-    {
-      "name": "s1-example",
-      "job_parameters": {
-        "granules": [
-          "S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07",
-          "S1B_IW_SLC__1SSH_20170227T204628_20170227T204655_004491_007D11_6654"
-        ]
-      },
-      "job_type": "AUTORIFT"
-    },
-    {
-      "name": "s2-esa-example",
-      "job_parameters": {
-        "granules": [
-          "S2B_MSIL1C_20200612T150759_N0209_R025_T22WEB_20200612T184700",
-          "S2A_MSIL1C_20200627T150921_N0209_R025_T22WEB_20200627T170912"
-        ]
-      },
-      "job_type": "AUTORIFT"
-    },
-    {
-      "name": "s2-cog-example",
-      "job_parameters": {
-        "granules": [
-          "S2B_22WEB_20200612_0_L1C",
-          "S2A_22WEB_20200627_0_L1C"
-        ]
-      },
-      "job_type": "AUTORIFT"
-    }
-    {
-      "name": "l8-example",
-      "job_parameters": {
-        "granules": [
-          "LC08_L1TP_009011_20200703_20200913_02_T1",
-          "LC08_L1TP_009011_20200820_20200905_02_T1"
-        ]
-      },
-      "job_type": "AUTORIFT"
-    }
-  ]
-}
-```
-
-With your JSON jobs definition, you can `POST` to the `/jobs` endpoint to
-submit the jobs. 
-
-1. click the green `POST` button next to `/jobs`
-2. click `Try it out` on the right
-3. paste your jobs definition into the `Request body`
-4. click `execute`
-
-![POST /jobs execute](imgs/post_jobs_execute.png)
-
-If your jobs were submitted successfully you should see a `Code 200` response and
-JSON response of your job list, with some additional job attributes filled in.
-
-## Querying jobs
-
-You can `GET` job information from the `/jobs` endpoint. You may provide query
-parameters to filter jobs which jobs are returned:
-![GET /jobs query](imgs/get_jobs_query.png)
-
-For our above examples, you can get the job that was submitted with Sentinel-2 COG IDs by
-searching for `name=s2-cog-example`. If you provide *no* query parameters, you'll get a
-JSON response with a jobs list for every job you've submitted. 
-
-Within the jobs list, a complete job dictionary will look like:
-```JSON
-{
-  "browse_images": [
-    "https://hyp3-autorift-contentbucket-102baltr3ibfm.s3.us-west-2.amazonaws.com/0c8d6dfc-a909-43b7-ae80-b1ee6acff9e7/S1BA_20170112T090955_20170118T091036_HHP007_VEL240_A_2CB6.png"
-  ],
-  "expiration_time": "2021-04-27T00:00:00+00:00",
-  "files": [
-    {
-      "filename": "S1BA_20170112T090955_20170118T091036_HHP007_VEL240_A_2CB6.nc",
-      "size": 6574604,
-      "url": "https://hyp3-autorift-contentbucket-102baltr3ibfm.s3.us-west-2.amazonaws.com/0c8d6dfc-a909-43b7-ae80-b1ee6acff9e7/S1BA_20170112T090955_20170118T091036_HHP007_VEL240_A_2CB6.nc"
-    }
-  ],
-  "job_id": "0c8d6dfc-a909-43b7-ae80-b1ee6acff9e7",
-  "job_parameters": {
-    "granules": [
-      "S1A_IW_SLC__1SSH_20170118T091036_20170118T091104_014884_01846D_01C5",
-      "S1B_IW_SLC__1SSH_20170112T090955_20170112T091023_003813_0068DC_C750"
-    ]
-  },
-  "job_type": "AUTORIFT",
-  "name": "GIS-random-200-A526",
-  "request_time": "2020-10-28T00:55:35+00:00",
-  "status_code": "SUCCEEDED",
-  "thumbnail_images": [
-    "https://hyp3-autorift-contentbucket-102baltr3ibfm.s3.us-west-2.amazonaws.com/0c8d6dfc-a909-43b7-ae80-b1ee6acff9e7/S1BA_20170112T090955_20170118T091036_HHP007_VEL240_A_2CB6_thumb.png"
-  ],
-  "user_id": "MY_EDL_USERNAME"
-}
-```
-
-Importantly, the `files` block provides download links for the product files. 
\ No newline at end of file
diff --git a/docs/imgs/get_jobs_query.png b/docs/imgs/get_jobs_query.png
deleted file mode 100644
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diff --git a/docs/sdk_example.ipynb b/docs/sdk_example.ipynb
deleted file mode 100644
index 8146e7fd..00000000
--- a/docs/sdk_example.ipynb
+++ /dev/null
@@ -1,319 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "collapsed": true
-   },
-   "source": [
-    "# Using the Python SDK for autoRIFT\n",
-    "\n",
-    "HyP3's Python SDK `hyp3_sdk` provides a convenience wrapper around the HyP3 API and HyP3 jobs.\n",
-    "\n",
-    "\n",
-    "The HyP3 SDK can be installed using [Anaconda/Miniconda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/download.html#anaconda-or-miniconda)\n",
-    " (recommended) via [`conda`](https://anaconda.org/conda-forge/hyp3_sdk):\n",
-    "\n",
-    "```\n",
-    "conda install -c conda-forge hyp3_sdk\n",
-    "```\n",
-    "\n",
-    "Or using [`pip`](https://pypi.org/project/hyp3-sdk/):\n",
-    "\n",
-    "```\n",
-    "python -m pip install hyp3_sdk\n",
-    "```\n",
-    "\n",
-    "Full documentation of the SDK can be found in the [HyP3 documentation](https://hyp3-docs.asf.alaska.edu/using/sdk/)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# initial setup\n",
-    "import hyp3_sdk as sdk\n",
-    "\n",
-    "AUTORIFT_API = 'https://hyp3-autorift.asf.alaska.edu/'"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Authenticating to the API\n",
-    "\n",
-    "The SDK will attempt to pull your [NASA Earthdata Login](https://urs.earthdata.nasa.gov/) credentials out of `~/.netrc`\n",
-    "by default, or you can pass your credentials in directly"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# .netrc\n",
-    "hyp3 = sdk.HyP3(AUTORIFT_API)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# or enter your credentials\n",
-    "from getpass import getpass\n",
-    "username = 'MY_EDL_USERNAME'\n",
-    "password = getpass()  # will prompt for a password\n",
-    "hyp3 = sdk.HyP3(AUTORIFT_API, username=username, password=password)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Submitting jobs\n",
-    "\n",
-    "AutoRIFT jobs can be submitted using the `hyp3.submit_autorift_job()` method.\n",
-    "\n",
-    "### Sentinel-1\n",
-    "\n",
-    "Sentinel-1 jobs are submitted using the [ESA granule ID](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/naming-conventions)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s1_pairs = [\n",
-    "    ('S1A_IW_SLC__1SSH_20170221T204710_20170221T204737_015387_0193F6_AB07',\n",
-    "     'S1B_IW_SLC__1SSH_20170227T204628_20170227T204655_004491_007D11_6654'),\n",
-    "    ('S1B_IW_SLC__1SDH_20180821T204618_20180821T204645_012366_016CC2_59A7',\n",
-    "     'S1B_IW_SLC__1SDH_20180809T204617_20180809T204644_012191_01674F_9345'),\n",
-    "    ('S1A_IW_SLC__1SSH_20151214T080202_20151214T080229_009035_00CF68_780C',\n",
-    "     'S1A_IW_SLC__1SSH_20151120T080202_20151120T080229_008685_00C5A7_105E'),\n",
-    "    ('S1A_IW_SLC__1SSH_20150909T162413_20150909T162443_007640_00A97D_922B',\n",
-    "     'S1A_IW_SLC__1SSH_20150828T162412_20150828T162431_007465_00A4AF_DC3E'),\n",
-    "]\n",
-    "\n",
-    "s1_jobs = sdk.Batch()\n",
-    "for g1, g2 in s1_pairs:\n",
-    "    s1_jobs += hyp3.submit_autorift_job(g1, g2, name='s1-example')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Here we've given each job the name `s1-example`, which we can use later to search for these jobs.\n",
-    "\n",
-    "### Sentinel-2\n",
-    "\n",
-    "Seninel-2 jobs can be submitted using either the [ESA granule ID](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/naming-convention)\n",
-    "or the [Element 84 Earth Search ID](https://registry.opendata.aws/sentinel-2/)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s2_pairs = [\n",
-    "    # Can be either ESA granule IDs\n",
-    "    ('S2B_MSIL1C_20200612T150759_N0209_R025_T22WEB_20200612T184700',\n",
-    "     'S2A_MSIL1C_20200627T150921_N0209_R025_T22WEB_20200627T170912'),\n",
-    "    # or Element 84 Earth Search ID\n",
-    "    ('S2B_22WEB_20200612_0_L1C', 'S2A_22WEB_20200627_0_L1C'),\n",
-    "]\n",
-    "\n",
-    "s2_jobs = sdk.Batch()\n",
-    "for g1, g2 in s2_pairs:\n",
-    "    s2_jobs += hyp3.submit_autorift_job(g1, g2, name='s2-example')\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Landsat-8 Collection 2\n",
-    "\n",
-    "Landsat-8 Collection 2 jobs are submitted using the [USGS scene ID](https://www.usgs.gov/faqs/what-naming-convention-landsat-collection-2-level-1-and-level-2-scenes?qt-news_science_products=0#qt-news_science_products)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "l8_pairs = [\n",
-    "    ('LC08_L1TP_009011_20200703_20200913_02_T1',\n",
-    "     'LC08_L1TP_009011_20200820_20200905_02_T1'),\n",
-    "]\n",
-    "\n",
-    "l8_jobs = sdk.Batch()\n",
-    "for g1, g2 in l8_pairs:\n",
-    "    l8_jobs += hyp3.submit_autorift_job(g1, g2, name='l8-example')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Monitoring jobs\n",
-    "\n",
-    "One jobs are submitted, you can either watch the jobs until they finish"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s1_jobs = hyp3.watch(s1_jobs)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "which will require you to keep the cell/terminal running, or you can come back later and search for jobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s1_jobs = hyp3.find_jobs(name='s1-example')\n",
-    "s1_jobs = hyp3.watch(s1_jobs)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Downloading files\n",
-    "\n",
-    "Batches are collections of jobs. They provide a snapshot of the job status when the job was created or last\n",
-    "refreshed. To get updated information on a batch"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s1_jobs = hyp3.refresh(s1_jobs)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "`hyp3.watch()` will return a refreshed batch once the batch has completed.\n",
-    "\n",
-    "Batches can be added together"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(f'Number of Jobs:\\n  S1:{len(s1_jobs)}\\n  S2:{len(s2_jobs)}\\n  L8:{len(l8_jobs)}')\n",
-    "all_jobs = s1_jobs + s2_jobs + l8_jobs\n",
-    "print(f'Total number of Jobs: {len(all_jobs)}')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "You can check if every job is complete and if every job was successful"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "all_jobs.complete()\n",
-    "all_jobs.succeeded()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "and filter jobs by status"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "succeeded_jobs = all_jobs.filter_jobs(succeeded=True, running=False, failed=False)\n",
-    "failed_jobs = all_jobs.filter_jobs(succeeded=False, running=False, failed=True)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "You can download the files for all successful jobs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "file_list = succeeded_jobs.download_files('./')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "*Note: only succeeded jobs will have files to download.*"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 1
-}
\ No newline at end of file

From 4ad9d513853232a35b2bcea0dd2701625bd7c509 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:15:33 -0800
Subject: [PATCH 08/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0ede9dc4..7019b362 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 # HyP3 autoRIFT Plugin
 
-HyP3-autoRIFT for feature tracking processing with AutoRIFT-ISCE [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of optical (Landsat and Sentinel-2) and SAR data (Sentinel-1).
+They HyP3-autoRIFT plugin provides a set of workflows for feature tracking processing with the AutoRIFT [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of remote sensing data.
 
 ## Usage
 The HyP3-autoRIFT plugin provides a workflow (accessible directly in Python or via a CLI) that can be used to process SAR or optical data using autoRIFT:

From b3c8d45e97b00e13ce32c73ed341c09c7d76ceab Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:15:43 -0800
Subject: [PATCH 09/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7019b362..e2838bab 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,17 @@
 They HyP3-autoRIFT plugin provides a set of workflows for feature tracking processing with the AutoRIFT [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of remote sensing data.
 
 ## Usage
-The HyP3-autoRIFT plugin provides a workflow (accessible directly in Python or via a CLI) that can be used to process SAR or optical data using autoRIFT:
+The HyP3-autoRIFT plugin provides workflows (accessible directly in Python or via a CLI) that can be used to process SAR  data or optical data using autoRIFT. HyP3-autoRIFT can process these satellite missions:
+* SAR:
+  * Sentinel-1
+* Optical:
+  * Sentinel-2
+  * Landsat 4,5,7,8,9 
+  
+To see all available workflows, run:
+```
+python -m hyp3_autorift ++help
+```
 
 - `hyp3_autorift`: A workflow to get dense feature tracking between two images using autoRIFT
 ---

From 6b9b34316488be1da4f3b0261d9e53272dfc7cf7 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:15:53 -0800
Subject: [PATCH 10/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e2838bab..a994bc69 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,15 @@ python -m hyp3_autorift ++help
 - `hyp3_autorift`: A workflow to get dense feature tracking between two images using autoRIFT
 ---
 
-To run the workflow, simply run `python -m hyp3_autorift ++process hyp3_autorift [WORKFLOW_ARGS]`. For example:
+You can run this workflow by selecting the `hyp3_autorift` process: 
+```
+python -m hyp3_autorift ++process hyp3_autorift [WORKFLOW_ARGS]
+```
+or by using the `hyp3_autorift` console script:
+```
+hyp3_autorift [WORKFLOW_ARGS]
+```
+For example:
 
 ```
 python -m hyp3_autorift ++process hyp3_autorift \

From 3436ce6a228378906af0528ea54d2ebcb364f530 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:00 -0800
Subject: [PATCH 11/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a994bc69..701ad8b0 100644
--- a/README.md
+++ b/README.md
@@ -32,7 +32,7 @@ hyp3_autorift [WORKFLOW_ARGS]
 For example:
 
 ```
-python -m hyp3_autorift ++process hyp3_autorift \
+hyp3_autorift \
   "S2B_MSIL1C_20200612T150759_N0209_R025_T22WEB_20200612T184700" \
   "S2A_MSIL1C_20200627T150921_N0209_R025_T22WEB_20200627T170912"
 ```

From 2d6d5f7648657934200e41941814c98c279df27f Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:08 -0800
Subject: [PATCH 12/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 701ad8b0..3e12e331 100644
--- a/README.md
+++ b/README.md
@@ -41,7 +41,9 @@ This command will run autorift for a pair of Sentinel-2 images.
 
 ### Options
 To learn about the arguments for each workflow, look at the help documentation 
-(`python -m hyp3_autorift ++process hyp3_autorift --help`).
+```
+hyp3_autorift --help
+```
 
 ### Earthdata Login and ESA Credentials
 

From b39d35cd239047966dbf2589704fe1989b216f2f Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:17 -0800
Subject: [PATCH 13/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 3e12e331..942a0f15 100644
--- a/README.md
+++ b/README.md
@@ -45,7 +45,7 @@ To learn about the arguments for each workflow, look at the help documentation
 hyp3_autorift --help
 ```
 
-### Earthdata Login and ESA Credentials
+#### Earthdata Login and ESA Credentials
 
 For the workflow, the user must provide their Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
 If you do not already have an Earthdata account, you can sign up [here](https://urs.earthdata.nasa.gov/home). 

From 7a58182fcfc36c5107b51b63995018077feb0311 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:37 -0800
Subject: [PATCH 14/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 942a0f15..e8e871ed 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,8 @@ Your credentials can be passed to the workflows via command-line options (`--esa
 (`AWS_ACCESS_KEY_ID`,`AWS_SECRET_ACCESS_KEY`,`EARTHDATA_USERNAME`, `EARTHDATA_PASSWORD`, `ESA_USERNAME`, and `ESA_PASSWORD`), or via your `.netrc` file. If you haven't set up a `.netrc` file 
 before, check out this [guide](https://harmony.earthdata.nasa.gov/docs#getting-started) to get started.
 
-**NOTE** AWS credentials are necessary to access Landsat data.
+> [!IMPORTANT]
+> AWS credentials are necessary to access Landsat data.
 
 ### Docker Container
 The ultimate goal of this project is to create a docker container that can run autoRIFT workflows within a HyP3 

From ca721058ea505d9beaf25d8f58e9fe80ead316ef Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:47 -0800
Subject: [PATCH 15/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e8e871ed..7d597bdb 100644
--- a/README.md
+++ b/README.md
@@ -79,7 +79,7 @@ To retain hyp3_autorift output files running via Docker there are two recommende
 
 1. Use a volume mount
 
-Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_autorift outputs are preserved locally.
+   Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_autorift outputs are preserved locally.
 
 1. Copy outputs to remote object storage
 

From 158eda25c6ca9bdf0b886384b4ea31dbc3eb203f Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:16:57 -0800
Subject: [PATCH 16/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 38 +++++++++++++++++++-------------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/README.md b/README.md
index 7d597bdb..27d40fd7 100644
--- a/README.md
+++ b/README.md
@@ -83,25 +83,25 @@ To retain hyp3_autorift output files running via Docker there are two recommende
 
 1. Copy outputs to remote object storage
 
-Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files are uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
-
-```
-docker run -it --rm \
-    -e AWS_ACCESS_KEY_ID=[YOUR_KEY] \
-    -e AWS_SECRET_ACCESS_KEY=[YOUR_SECRET] \ 
-    -e AWS_SESSION_TOKEN=[YOUR_TOKEN] \ 
-    -e EARTHDATA_USERNAME=[YOUR_USERNAME_HERE] \
-    -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
-    -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
-    -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
-    ghcr.io/asfhyp3/hyp3-isce2:latest \
-      ++process hyp3_autorift \
-      [WORKFLOW_ARGS] \
-      --bucket "hypothetical-bucket" \
-      --bucket-prefix "test-run"
-```
-
-Tip: you can use [`docker run --env-file`](https://docs.docker.com/reference/cli/docker/container/run/#env) to capture all the necessary environment variables in a single file.
+   Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files are uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
+
+   ```
+   docker run -it --rm \
+       -e AWS_ACCESS_KEY_ID=[YOUR_KEY] \
+       -e AWS_SECRET_ACCESS_KEY=[YOUR_SECRET] \ 
+       -e AWS_SESSION_TOKEN=[YOUR_TOKEN] \  # Optional
+       -e EARTHDATA_USERNAME=[YOUR_USERNAME_HERE] \
+       -e EARTHDATA_PASSWORD=[YOUR_PASSWORD_HERE] \
+       -e ESA_USERNAME=[YOUR_USERNAME_HERE] \
+       -e ESA_PASSWORD=[YOUR_PASSWORD_HERE] \
+       ghcr.io/asfhyp3/hyp3-autorift:latest \
+         ++process hyp3_autorift \
+         [WORKFLOW_ARGS] \
+         --bucket "hypothetical-bucket" \
+         --bucket-prefix "test-run"
+   ```
+
+   Tip: you can use [`docker run --env-file`](https://docs.docker.com/reference/cli/docker/container/run/#env) to capture all the necessary environment variables in a single file.
 
 
 ## Developer Setup

From 8777313bd2b2b8149b0f83cc34a5aa8f4ce3d4db Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:17:03 -0800
Subject: [PATCH 17/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 27d40fd7..1ab582e7 100644
--- a/README.md
+++ b/README.md
@@ -124,7 +124,7 @@ HyP3 is broken into two components: the cloud architecture/API that manage proce
 
 ![Cloud Architecture](images/arch_here.jpg)
 
-The cloud infrastructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3). This repository contains a plugin that can be used for feature tracking processing with AutoRIFT-ISCE.
+The cloud infrastructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3)., while this repository contains a plugin that can be used for feature tracking processing with AutoRIFT.
 
 ## License
 The HyP3-autoRIFT plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.

From 9ae5631b24b3cd82f27dcac68dd7bdcd24399d5b Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Thu, 16 May 2024 15:17:11 -0800
Subject: [PATCH 18/35] Update README.md

Co-authored-by: Joseph H Kennedy <me@jhkennedy.org>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 1ab582e7..41590016 100644
--- a/README.md
+++ b/README.md
@@ -127,7 +127,7 @@ HyP3 is broken into two components: the cloud architecture/API that manage proce
 The cloud infrastructure-as-code for HyP3 can be found in the main [HyP3 repository](https://github.com/asfhyp3/hyp3)., while this repository contains a plugin that can be used for feature tracking processing with AutoRIFT.
 
 ## License
-The HyP3-autoRIFT plugin is licensed under the Apache License, Version 2 license. See the LICENSE file for more details.
+The HyP3-autoRIFT plugin is licensed under the BSD 3-Clause license. See the LICENSE file for more details.
 
 ## Code of conduct
 We strive to create a welcoming and inclusive community for all contributors to HyP3-autoRIFT. As such, all contributors to this project are expected to adhere to our code of conduct.

From 84d259791b3aa0fb6df6982cf2c9edd3105aab14 Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Mon, 20 May 2024 15:53:56 -0800
Subject: [PATCH 19/35] Update README.md

---
 README.md | 122 +++++++++++++++++++++++++++++++++++-------------------
 1 file changed, 80 insertions(+), 42 deletions(-)

diff --git a/README.md b/README.md
index 41590016..faf8db15 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,31 @@
 
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4037015.svg)](https://doi.org/10.5281/zenodo.4037015) ![Coverage](images/coverage.svg)
-
 # HyP3 autoRIFT Plugin
 
-They HyP3-autoRIFT plugin provides a set of workflows for feature tracking processing with the AutoRIFT [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of remote sensing data.
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4037015.svg)](https://doi.org/10.5281/zenodo.4037015)
+
+The HyP3-autoRIFT plugin provides a set of workflows for feature tracking processing with the AutoRIFT [autonomous Repeat Image Feature Tracking](https://github.com/nasa-jpl/autoRIFT) (autoRIFT) software package. This plugin is part of the [Alaska Satellite Facility's](https://asf.alaska.edu) larger HyP3 (Hybrid Plugin Processing Pipeline) system, which is a batch processing pipeline designed for on-demand processing of remote sensing data. For more information on HyP3, see the [Background](#background) section.
+
+## Installation
+
+1. Ensure that conda is installed on your system (we recommend using [mambaforge](https://github.com/conda-forge/miniforge#mambaforge) to reduce setup times).
+2. Clone the `hyp3-autorift` repository and navigate to the root directory of this project
+   ```bash
+   git clone https://github.com/ASFHyP3/hyp3-autorift.git
+   cd hyp3-autorift
+   ```
+3. Create  and activate your Python environment
+   ```bash
+   
+   mamba env create -f environment.yml
+   mamba activate hyp3-autorift
+   ```
+4. Finally, install a development version of HyP3 autoRIFT
+   ```bash
+   python -m pip install -e .
+   ```
 
 ## Usage
+
 The HyP3-autoRIFT plugin provides workflows (accessible directly in Python or via a CLI) that can be used to process SAR  data or optical data using autoRIFT. HyP3-autoRIFT can process these satellite missions:
 * SAR:
   * Sentinel-1
@@ -18,10 +38,9 @@ To see all available workflows, run:
 python -m hyp3_autorift ++help
 ```
 
-- `hyp3_autorift`: A workflow to get dense feature tracking between two images using autoRIFT
----
+### `hyp3_autorift` workflow
 
-You can run this workflow by selecting the `hyp3_autorift` process: 
+The `hyp3_autorift` workflow is used to get dense feature tracking between two images using autoRIFT. You can run this workflow by selecting the `hyp3_autorift` process: 
 ```
 python -m hyp3_autorift ++process hyp3_autorift [WORKFLOW_ARGS]
 ```
@@ -37,29 +56,63 @@ hyp3_autorift \
   "S2A_MSIL1C_20200627T150921_N0209_R025_T22WEB_20200627T170912"
 ```
 
-This command will run autorift for a pair of Sentinel-2 images. 
+This command will run autorift for a pair of Sentinel-2 images.
 
-### Options
-To learn about the arguments for each workflow, look at the help documentation 
+> [!IMPORTANT]
+> Credentials are necessary to access Landsat and Sentinel-1 data. See the Credentials section for more information.
+
+For all options available to this workflow, see the help documentation: 
 ```
 hyp3_autorift --help
 ```
 
-#### Earthdata Login and ESA Credentials
+### Credentials
 
-For the workflow, the user must provide their Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
-If you do not already have an Earthdata account, you can sign up [here](https://urs.earthdata.nasa.gov/home). 
-If you do not already have a CDSE account, you can sign up [here](https://dataspace.copernicus.eu). 
-Your credentials can be passed to the workflows via command-line options (`--esa-username` and  `--esa-password`), environment variables 
-(`AWS_ACCESS_KEY_ID`,`AWS_SECRET_ACCESS_KEY`,`EARTHDATA_USERNAME`, `EARTHDATA_PASSWORD`, `ESA_USERNAME`, and `ESA_PASSWORD`), or via your `.netrc` file. If you haven't set up a `.netrc` file 
-before, check out this [guide](https://harmony.earthdata.nasa.gov/docs#getting-started) to get started.
+Depending on the mission being processed, some workflows will need you to provide credentials. Generally, credentials are provided via environment variables, but some may be provided by command-line arguments or via a `.netrc` file. 
 
-> [!IMPORTANT]
-> AWS credentials are necessary to access Landsat data.
+#### AWS Credentials
+
+To process Landsat images, you must provide AWS credentials because the data is hosted by USGS in a "requester pays" bucket. To provide AWS credentials, you can either use an AWS profile specified in your `~/.aws/credentials` by exporting:
+```
+export AWS_PROFILE=your-profile
+```
+or by exporting credential environment variables:
+```
+export AWS_ACCESS_KEY_ID=your-id
+export AWS_SECRET_ACCESS_KEY=your-key
+export AWS_SESSION_TOKEN=your-token  # optional; for when using temporary credentials
+```
+
+For more information, please see: <https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html>
+
+#### NASA Earthdata Login and ESA Copernicus Data Space Ecosystem (CDSE)
+
+To process Sentinel-1 images, you must provide Earthdata Login credentials and ESA Copernicus Data Space Ecosystem (CDSE) credentials in order to download input data.
+* If you do not already have an Earthdata account, you can sign up [here](https://urs.earthdata.nasa.gov/home). 
+* If you do not already have a CDSE account, you can sign up [here](https://dataspace.copernicus.eu). 
+
+For Earthdata login and CDSE, you can provide credentials by exporting environment variables:
+```
+export EARTHDATA_USERNAME=your-edl-username
+export EARTHDATA_PASSWORD=your-edl-password
+export ESA_USERNAME=your-esa-username
+export ESA_PASSWORD=your-esa-password
+```
+or via your [`~/.netrc` file](https://everything.curl.dev/usingcurl/netrc) which should contain lines like these two:
+```
+machine urs.earthdata.nasa.gov login your-edl-username password your-edl-password
+machine dataspace.copernicus.eu login your-esa-username password your-esa-password
+```
+
+> [!TIP]
+> Your `~/.netrc` file should only be readable by your user; otherwise, you'll receive a "net access too permissive" error. To fix, run:
+> ```
+> chmod 0600 ~/.netrc
+> ```
 
 ### Docker Container
-The ultimate goal of this project is to create a docker container that can run autoRIFT workflows within a HyP3 
-deployment. To run the current version of the project's container, use this command:
+
+The ultimate goal of this project is to create a docker container that can run autoRIFT workflows within a HyP3 deployment. To run the current version of the project's container, use this command:
 ```
 docker run -it --rm \
     -e AWS_ACCESS_KEY_ID=[YOUR_KEY] \
@@ -73,17 +126,20 @@ docker run -it --rm \
     [WORKFLOW_ARGS]
 ```
 
+> [!TIP]
+> You can use [`docker run --env-file`](https://docs.docker.com/reference/cli/docker/container/run/#env) to capture all the necessary environment variables in a single file.
+
 #### Docker Outputs
 
 To retain hyp3_autorift output files running via Docker there are two recommended approaches:
 
 1. Use a volume mount
 
-   Add the `-w /tmp -v [localdir]:/tmp` flags after docker run. `-w` changes the working directory of the container to `/tmp` and `-v` will mount whichever local directory you choose so that such that hyp3_autorift outputs are preserved locally.
+   Add the `-w /tmp -v ${PWD}:/tmp` flags after `docker run`; `-w` changes the working directory inside the container to `/tmp` and `-v` will mount your current working directory to the `/tmp` location inside the container such that hyp3_autorift outputs are preserved locally. You can replace `${PWD}` with any valid path.
 
-1. Copy outputs to remote object storage
+1. Copy outputs to a remote AWS S3 Bucket
 
-   Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS]. *Only the final output files are uploaded.* This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
+   Append the `--bucket` and `--bucket-prefix` to [WORKFLOW_ARGS] so that the final output files are uploaded to AWS S3. This also requires that AWS credentials to write to the bucket are available to the running container. For example, to write outputs to a hypothetical bucket `s3://hypothetical-bucket/test-run/`:
 
    ```
    docker run -it --rm \
@@ -101,26 +157,8 @@ To retain hyp3_autorift output files running via Docker there are two recommende
          --bucket-prefix "test-run"
    ```
 
-   Tip: you can use [`docker run --env-file`](https://docs.docker.com/reference/cli/docker/container/run/#env) to capture all the necessary environment variables in a single file.
-
-
-## Developer Setup
-1. Ensure that conda is installed on your system (we recommend using [mambaforge](https://github.com/conda-forge/miniforge#mambaforge) to reduce setup times).
-2. Download a local version of the `hyp3-autorift` repository (`git clone https://github.com/ASFHyP3/hyp3-autorift.git`)
-3. In the base directory for this project call `mamba env create -f environment.yml` to create your Python environment, then activate it (`mamba activate hyp3-autorift`)
-4. Finally, install a development version of the package (`python -m pip install -e .`)
-
-To run all commands in sequence use:
-```bash
-git clone https://github.com/ASFHyP3/hyp3-autorift.git
-cd hyp3-autorift
-mamba env create -f environment.yml
-mamba activate hyp3-autorift
-python -m pip install -e .
-```
-
 ## Background
-HyP3 is broken into two components: the cloud architecture/API that manage processing of HyP3 workflows, and Docker container plugins that contain scientific workflows which produce new science products from a variety of data sources (see figure below for the full HyP3 architecture).
+HyP3 is broken into two components: the cloud architecture/API that manages the processing of HyP3 workflows and Docker container plugins that contain scientific workflows that produce new science products from a variety of data sources (see figure below for the full HyP3 architecture).
 
 ![Cloud Architecture](images/arch_here.jpg)
 

From d44d53a90007c95557b65b0ae2c21944a8b8047b Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Mon, 27 May 2024 17:00:35 -0800
Subject: [PATCH 20/35] refactor to isolate isce2 processing

---
 environment.yml                             |   2 +-
 src/hyp3_autorift/geometry.py               | 115 +-------
 src/hyp3_autorift/process.py                |  63 ++---
 src/hyp3_autorift/s1_correction.py          |  48 +---
 src/hyp3_autorift/sentinel1_isce2.py        | 294 ++++++++++++++++++++
 src/hyp3_autorift/utils.py                  |  84 ------
 src/hyp3_autorift/vend/testautoRIFT_ISCE.py |   2 +-
 7 files changed, 316 insertions(+), 292 deletions(-)
 create mode 100644 src/hyp3_autorift/sentinel1_isce2.py

diff --git a/environment.yml b/environment.yml
index 0afab498..f288665d 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,4 +1,4 @@
-name: hyp3-autorift
+name: hyp3-autorift-fork
 channels:
   - hyp3
   - conda-forge
diff --git a/src/hyp3_autorift/geometry.py b/src/hyp3_autorift/geometry.py
index ceed000f..ea86bfbe 100644
--- a/src/hyp3_autorift/geometry.py
+++ b/src/hyp3_autorift/geometry.py
@@ -3,14 +3,8 @@
 import logging
 import os
 from typing import Tuple
-
-import isce  # noqa: F401
-import isceobj
 import numpy as np
-from contrib.demUtils import createDemStitcher
-from contrib.geo_autoRIFT.geogrid import Geogrid
-from isceobj.Orbit.Orbit import Orbit
-from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
+
 from osgeo import gdal
 from osgeo import ogr
 from osgeo import osr
@@ -18,76 +12,6 @@
 log = logging.getLogger(__name__)
 
 
-def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits', epsg=4326):
-    """Determine the geometric bounding box of a Sentinel-1 image
-
-    :param safe: Path to the Sentinel-1 SAFE zip archive
-    :param priority: Image priority, either 'reference' (default) or 'secondary'
-    :param polarization: Image polarization (default: 'hh')
-    :param orbits: Path to the orbital files (default: './Orbits')
-    :param epsg: Projection EPSG code (default: 4326)
-
-    :return: lat_limits (list), lon_limits (list)
-        lat_limits: list containing the [minimum, maximum] latitudes
-        lat_limits: list containing the [minimum, maximum] longitudes
-    """
-    frames = []
-    for swath in range(1, 4):
-        rdr = Sentinel1()
-        rdr.configure()
-        rdr.safe = [os.path.abspath(safe)]
-        rdr.output = priority
-        rdr.orbitDir = os.path.abspath(orbits)
-        rdr.auxDir = os.path.abspath(orbits)
-        rdr.swathNumber = swath
-        rdr.polarization = polarization
-        rdr.parse()
-        frames.append(rdr.product)
-
-    first_burst = frames[0].bursts[0]
-    sensing_start = min([x.sensingStart for x in frames])
-    sensing_stop = max([x.sensingStop for x in frames])
-    starting_range = min([x.startingRange for x in frames])
-    far_range = max([x.farRange for x in frames])
-    range_pixel_size = first_burst.rangePixelSize
-    prf = 1.0 / first_burst.azimuthTimeInterval
-
-    orb = Orbit()
-    orb.configure()
-
-    for state_vector in first_burst.orbit:
-        orb.addStateVector(state_vector)
-
-    for frame in frames:
-        for burst in frame.bursts:
-            for state_vector in burst.orbit:
-                if state_vector.time < orb.minTime or state_vector.time > orb.maxTime:
-                    orb.addStateVector(state_vector)
-
-    obj = Geogrid()
-    obj.configure()
-
-    obj.startingRange = starting_range
-    obj.rangePixelSize = range_pixel_size
-    obj.sensingStart = sensing_start
-    obj.prf = prf
-    obj.lookSide = -1
-    obj.numberOfLines = int(np.round((sensing_stop - sensing_start).total_seconds() * prf))
-    obj.numberOfSamples = int(np.round((far_range - starting_range)/range_pixel_size))
-    obj.orbit = orb
-    obj.epsg = epsg
-
-    obj.determineBbox()
-
-    lat_limits = obj._xlim
-    lon_limits = obj._ylim
-
-    log.info(f'Latitude limits [min, max]: {lat_limits}')
-    log.info(f'Longitude limits [min, max]: {lon_limits}')
-
-    return lat_limits, lon_limits
-
-
 def polygon_from_bbox(x_limits: Tuple[float, float], y_limits: Tuple[float, float],
                       epsg_code: int = 4326) -> ogr.Geometry:
     ring = ogr.Geometry(ogr.wkbLinearRing)
@@ -145,41 +69,4 @@ def fix(n):
     return fixed
 
 
-def prep_isce_dem(input_dem, lat_limits, lon_limits, isce_dem=None):
-    if isce_dem is None:
-        seamstress = createDemStitcher()
-        isce_dem = seamstress.defaultName([*lat_limits, *lon_limits])
-
-    isce_dem = os.path.abspath(isce_dem + '.wgs84')
-    log.info(f'ISCE dem is: {isce_dem}')
-
-    in_ds = gdal.OpenShared(input_dem, gdal.GA_ReadOnly)
-    warp_options = gdal.WarpOptions(
-        format='ENVI', outputType=gdal.GDT_Int16, resampleAlg='cubic',
-        xRes=0.001, yRes=0.001, dstSRS='EPSG:4326', dstNodata=0,
-        outputBounds=[lon_limits[0], lat_limits[0], lon_limits[1], lat_limits[1]]
-    )
-    gdal.Warp(isce_dem, in_ds, options=warp_options)
-
-    del in_ds
-
-    isce_ds = gdal.Open(isce_dem, gdal.GA_ReadOnly)
-    isce_trans = isce_ds.GetGeoTransform()
-
-    img = isceobj.createDemImage()
-    img.width = isce_ds.RasterXSize
-    img.length = isce_ds.RasterYSize
-    img.bands = 1
-    img.dataType = 'SHORT'
-    img.scheme = 'BIL'
-    img.setAccessMode('READ')
-    img.filename = isce_dem
-
-    img.firstLongitude = isce_trans[0] + 0.5 * isce_trans[1]
-    img.deltaLongitude = isce_trans[1]
-
-    img.firstLatitude = isce_trans[3] + 0.5 * isce_trans[5]
-    img.deltaLatitude = isce_trans[5]
-    img.renderHdr()
 
-    return isce_dem
diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index ab41bad3..55f9322b 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -374,13 +374,14 @@ def process(
     reference_state_vec = None
     secondary_state_vec = None
     lat_limits, lon_limits = None, None
-
+    
     platform = get_platform(reference)
     if platform == 'S1':
+        from hyp3_autorift.sentinel1_isce2 import bounding_box, process_sentinel1_with_isce2
+        
         for scene in [reference, secondary]:
             scene_url = get_download_url(scene)
             download_file(scene_url, chunk_size=5242880)
-
         orbits = Path('Orbits').resolve()
         orbits.mkdir(parents=True, exist_ok=True)
 
@@ -397,7 +398,12 @@ def process(
         log.info(f'Downloaded orbit file {secondary_state_vec} from {secondary_provider}')
 
         polarization = get_s1_primary_polarization(reference)
-        lat_limits, lon_limits = geometry.bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
+        lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
+        
+        scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
+        parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
+        
+        netcdf_file = process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization,orbits)
 
     elif platform == 'S2':
         # Set config and env for new CXX threads in Geogrid/autoRIFT
@@ -452,49 +458,14 @@ def process(
         bbox = reference_metadata['bbox']
         lat_limits = (bbox[1], bbox[3])
         lon_limits = (bbox[0], bbox[2])
-
+        
     log.info(f'Reference scene path: {reference_path}')
     log.info(f'Secondary scene path: {secondary_path}')
-
-    scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
-    parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
-
-    if platform == 'S1':
-        isce_dem = geometry.prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
-
-        utils.format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
-
-        import isce  # noqa
-        from topsApp import TopsInSAR
-        insar = TopsInSAR(name='topsApp', cmdline=['topsApp.xml', '--end=mergebursts'])
-        insar.configure()
-        insar.run()
-
-        reference_path = os.path.join(os.getcwd(), 'merged', 'reference.slc.full')
-        secondary_path = os.path.join(os.getcwd(), 'merged', 'secondary.slc.full')
-
-        for slc in [reference_path, secondary_path]:
-            gdal.Translate(slc, f'{slc}.vrt', format='ENVI')
-
-        from hyp3_autorift.vend.testGeogrid_ISCE import (loadMetadata,
-                                                         runGeogrid)
-        meta_r = loadMetadata('fine_coreg')
-        meta_s = loadMetadata('secondary')
-        geogrid_info = runGeogrid(meta_r, meta_s, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
-
-        # NOTE: After Geogrid is run, all drivers are no longer registered.
-        #       I've got no idea why, or if there are other affects...
-        gdal.AllRegister()
-
-        from hyp3_autorift.vend.testautoRIFT_ISCE import \
-            generateAutoriftProduct
-        netcdf_file = generateAutoriftProduct(
-            reference_path, secondary_path, nc_sensor=platform, optical_flag=False, ncname=None,
-            geogrid_run_info=geogrid_info, **parameter_info['autorift'],
-            parameter_file=DEFAULT_PARAMETER_FILE.replace('/vsicurl/', ''),
-        )
-
-    else:
+        
+    if 'L' in platform or platform=='S2':
+        scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
+        parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
+        
         from hyp3_autorift.vend.testGeogridOptical import (
             coregisterLoadMetadata, runGeogrid)
         meta_r, meta_s = coregisterLoadMetadata(
@@ -503,7 +474,7 @@ def process(
             secondary_metadata=secondary_metadata,
         )
         geogrid_info = runGeogrid(meta_r, meta_s, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
-
+        
         from hyp3_autorift.vend.testautoRIFT import generateAutoriftProduct
         netcdf_file = generateAutoriftProduct(
             reference_path, secondary_path, nc_sensor=platform, optical_flag=True, ncname=None,
@@ -511,6 +482,8 @@ def process(
             geogrid_run_info=geogrid_info, **parameter_info['autorift'],
             parameter_file=DEFAULT_PARAMETER_FILE.replace('/vsicurl/', ''),
         )
+    
+    
 
     if netcdf_file is None:
         raise Exception('Processing failed! Output netCDF file not found')
diff --git a/src/hyp3_autorift/s1_correction.py b/src/hyp3_autorift/s1_correction.py
index bb7d6c98..b16f9ade 100644
--- a/src/hyp3_autorift/s1_correction.py
+++ b/src/hyp3_autorift/s1_correction.py
@@ -11,56 +11,10 @@
 from hyp3lib.scene import get_download_url
 
 from hyp3_autorift import geometry, utils
-from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
 from hyp3_autorift.utils import get_esa_credentials
-from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
+from sentinel1_isce2 import generate_correction_data
 log = logging.getLogger(__name__)
 
-
-def generate_correction_data(
-    scene: str,
-    buffer: int = 0,
-    parameter_file: str = DEFAULT_PARAMETER_FILE,
-    esa_username: Optional[str] = None,
-    esa_password: Optional[str] = None,
-):
-    scene_path = Path(f'{scene}.zip')
-    if not scene_path.exists():
-        scene_url = get_download_url(scene)
-        scene_path = download_file(scene_url, chunk_size=5242880)
-
-    orbits = Path('Orbits').resolve()
-    orbits.mkdir(parents=True, exist_ok=True)
-
-    if (esa_username is None) or (esa_password is None):
-        esa_username, esa_password = get_esa_credentials()
-
-    state_vec, oribit_provider = downloadSentinelOrbitFile(
-        scene, directory=str(orbits), esa_credentials=(esa_username, esa_password)
-    )
-    log.info(f'Downloaded orbit file {state_vec} from {oribit_provider}')
-
-    polarization = get_s1_primary_polarization(scene)
-    lat_limits, lon_limits = geometry.bounding_box(f'{scene}.zip', polarization=polarization, orbits=orbits)
-
-    scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
-    parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
-
-    isce_dem = geometry.prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
-    utils.format_tops_xml(scene, scene, polarization, isce_dem, orbits)
-
-    reference_meta = loadParsedata(str(scene_path), orbit_dir=orbits, aux_dir=orbits, buffer=buffer)
-
-    secondary_meta = copy.deepcopy(reference_meta)
-    spoof_dt = timedelta(days=1)
-    secondary_meta.sensingStart += spoof_dt
-    secondary_meta.sensingStop += spoof_dt
-
-    geogrid_info = runGeogrid(reference_meta, secondary_meta, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
-
-    return geogrid_info
-
-
 def main():
     parser = argparse.ArgumentParser(
         formatter_class=argparse.ArgumentDefaultsHelpFormatter
diff --git a/src/hyp3_autorift/sentinel1_isce2.py b/src/hyp3_autorift/sentinel1_isce2.py
new file mode 100644
index 00000000..1ecdec05
--- /dev/null
+++ b/src/hyp3_autorift/sentinel1_isce2.py
@@ -0,0 +1,294 @@
+import isce  # noqa: F401
+import isceobj
+import logging
+import sys
+
+from contrib.demUtils import createDemStitcher
+from contrib.geo_autoRIFT.geogrid import Geogrid
+from isceobj.Orbit.Orbit import Orbit
+from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
+from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
+
+import textwrap
+from pathlib import Path
+from osgeo import gdal
+import os
+from typing import Optional
+
+import numpy as np
+
+from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
+
+log = logging.getLogger(__name__)
+
+def process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization,orbits):
+    lat_limits,lon_limits=bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
+    isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
+
+    format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
+    import isce  # noqa
+    from topsApp import TopsInSAR
+    insar = TopsInSAR(name='topsApp', cmdline=['topsApp.xml', '--end=mergebursts'])
+    insar.configure()
+    insar.run()
+
+    reference_path = os.path.join(os.getcwd(), 'merged', 'reference.slc.full')
+    secondary_path = os.path.join(os.getcwd(), 'merged', 'secondary.slc.full')
+
+    for slc in [reference_path, secondary_path]:
+        gdal.Translate(slc, f'{slc}.vrt', format='ENVI')
+
+    from hyp3_autorift.vend.testGeogrid_ISCE import (loadMetadata,
+                                                         runGeogrid)
+    meta_r = loadMetadata('fine_coreg')
+    meta_s = loadMetadata('secondary')
+    geogrid_info = runGeogrid(meta_r, meta_s, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
+
+    # NOTE: After Geogrid is run, all drivers are no longer registered.
+    #       I've got no idea why, or if there are other affects...
+    gdal.AllRegister()
+
+    from hyp3_autorift.vend.testautoRIFT_ISCE import \
+            generateAutoriftProduct
+    netcdf_file = generateAutoriftProduct(
+            reference_path, secondary_path, nc_sensor='S1', optical_flag=False, ncname=None,
+            geogrid_run_info=geogrid_info, **parameter_info['autorift'],
+            parameter_file=DEFAULT_PARAMETER_FILE.replace('/vsicurl/', ''),
+        )
+    return netcdf_file
+
+
+def generate_correction_data(
+    scene: str,
+    buffer: int = 0,
+    parameter_file: str = DEFAULT_PARAMETER_FILE,
+    esa_username: Optional[str] = None,
+    esa_password: Optional[str] = None,
+):
+    scene_path = Path(f'{scene}.zip')
+    if not scene_path.exists():
+        scene_url = get_download_url(scene)
+        scene_path = download_file(scene_url, chunk_size=5242880)
+
+    orbits = Path('Orbits').resolve()
+    orbits.mkdir(parents=True, exist_ok=True)
+
+    if (esa_username is None) or (esa_password is None):
+        esa_username, esa_password = get_esa_credentials()
+
+    state_vec, oribit_provider = downloadSentinelOrbitFile(
+        scene, directory=str(orbits), esa_credentials=(esa_username, esa_password)
+    )
+    log.info(f'Downloaded orbit file {state_vec} from {oribit_provider}')
+
+    polarization = get_s1_primary_polarization(scene)
+    lat_limits, lon_limits = bounding_box(f'{scene}.zip', polarization=polarization, orbits=orbits)
+
+    scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
+    parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
+
+    isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
+    format_tops_xml(scene, scene, polarization, isce_dem, orbits)
+
+    reference_meta = loadParsedata(str(scene_path), orbit_dir=orbits, aux_dir=orbits, buffer=buffer)
+
+    secondary_meta = copy.deepcopy(reference_meta)
+    spoof_dt = timedelta(days=1)
+    secondary_meta.sensingStart += spoof_dt
+    secondary_meta.sensingStop += spoof_dt
+
+    geogrid_info = runGeogrid(reference_meta, secondary_meta, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
+
+    return geogrid_info
+
+####### this was in utils############################
+class SysArgvManager:
+    """Context manager to clear and reset sys.argv
+
+    A bug in the ISCE2 Application class causes sys.argv to always be parsed when
+    no options are proved, even when setting `cmdline=[]`, preventing programmatic use.
+    """
+    def __init__(self):
+        self.argv = sys.argv.copy()
+
+    def __enter__(self):
+        sys.argv = sys.argv[:1]
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        sys.argv = self.argv
+
+
+def get_topsinsar_config():
+    from isce.applications.topsApp import TopsInSAR
+    with SysArgvManager():
+        insar = TopsInSAR(name="topsApp")
+        insar.configure()
+
+    config_data = {}
+    for name in ['reference', 'secondary']:
+        scene = insar.__getattribute__(name)
+
+        sensing_times = []
+        for swath in range(1, 4):
+            scene.configure()
+            scene.swathNumber = swath
+            scene.parse()
+            sensing_times.append(
+                (scene.product.sensingStart, scene.product.sensingStop)
+            )
+
+        sensing_start = min([sensing_time[0] for sensing_time in sensing_times])
+        sensing_stop = max([sensing_time[1] for sensing_time in sensing_times])
+
+        sensing_dt = (sensing_stop - sensing_start) / 2 + sensing_start
+
+        config_data[f'{name}_filename'] = Path(scene.safe[0]).name
+        config_data[f'{name}_dt'] = sensing_dt.strftime("%Y%m%dT%H:%M:%S.%f").rstrip('0')
+
+    return config_data
+
+def format_tops_xml(reference, secondary, polarization, dem, orbits, xml_file='topsApp.xml'):
+    xml_template = f"""    <?xml version="1.0" encoding="UTF-8"?>
+    <topsApp>
+        <component name="topsinsar">
+            <component name="reference">
+                <property name="orbit directory">{orbits}</property>
+                <property name="auxiliary data directory">{orbits}</property>
+                <property name="output directory">reference</property>
+                <property name="safe">['{reference}.zip']</property>
+                <property name="polarization">{polarization}</property>
+            </component>
+            <component name="secondary">
+                <property name="orbit directory">{orbits}</property>
+                <property name="auxiliary data directory">{orbits}</property>
+                <property name="output directory">secondary</property>
+                <property name="safe">['{secondary}.zip']</property>
+                <property name="polarization">{polarization}</property>
+            </component>
+            <property name="demfilename">{dem}</property>
+            <property name="do interferogram">False</property>
+            <property name="do dense offsets">True</property>
+            <property name="do ESD">False</property>
+            <property name="do unwrap">False</property>
+            <property name="do unwrap 2 stage">False</property>
+            <property name="ampcor skip width">32</property>
+            <property name="ampcor skip height">32</property>
+            <property name="ampcor search window width">51</property>
+            <property name="ampcor search window height">51</property>
+            <property name="ampcor window width">32</property>
+            <property name="ampcor window height">32</property>
+        </component>
+    </topsApp>
+    """
+
+    with open(xml_file, 'w') as f:
+        f.write(textwrap.dedent(xml_template))
+
+####### this was in geometry############################
+def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits', epsg=4326):
+    """Determine the geometric bounding box of a Sentinel-1 image
+
+    :param safe: Path to the Sentinel-1 SAFE zip archive
+    :param priority: Image priority, either 'reference' (default) or 'secondary'
+    :param polarization: Image polarization (default: 'hh')
+    :param orbits: Path to the orbital files (default: './Orbits')
+    :param epsg: Projection EPSG code (default: 4326)
+
+    :return: lat_limits (list), lon_limits (list)
+        lat_limits: list containing the [minimum, maximum] latitudes
+        lat_limits: list containing the [minimum, maximum] longitudes
+    """
+    frames = []
+    for swath in range(1, 4):
+        rdr = Sentinel1()
+        rdr.configure()
+        rdr.safe = [os.path.abspath(safe)]
+        rdr.output = priority
+        rdr.orbitDir = os.path.abspath(orbits)
+        rdr.auxDir = os.path.abspath(orbits)
+        rdr.swathNumber = swath
+        rdr.polarization = polarization
+        rdr.parse()
+        frames.append(rdr.product)
+
+    first_burst = frames[0].bursts[0]
+    sensing_start = min([x.sensingStart for x in frames])
+    sensing_stop = max([x.sensingStop for x in frames])
+    starting_range = min([x.startingRange for x in frames])
+    far_range = max([x.farRange for x in frames])
+    range_pixel_size = first_burst.rangePixelSize
+    prf = 1.0 / first_burst.azimuthTimeInterval
+
+    orb = Orbit()
+    orb.configure()
+
+    for state_vector in first_burst.orbit:
+        orb.addStateVector(state_vector)
+
+    for frame in frames:
+        for burst in frame.bursts:
+            for state_vector in burst.orbit:
+                if state_vector.time < orb.minTime or state_vector.time > orb.maxTime:
+                    orb.addStateVector(state_vector)
+
+    obj = Geogrid()
+    obj.configure()
+
+    obj.startingRange = starting_range
+    obj.rangePixelSize = range_pixel_size
+    obj.sensingStart = sensing_start
+    obj.prf = prf
+    obj.lookSide = -1
+    obj.numberOfLines = int(np.round((sensing_stop - sensing_start).total_seconds() * prf))
+    obj.numberOfSamples = int(np.round((far_range - starting_range)/range_pixel_size))
+    obj.orbit = orb
+    obj.epsg = epsg
+
+    obj.determineBbox()
+
+    lat_limits = obj._xlim
+    lon_limits = obj._ylim
+
+    log.info(f'Latitude limits [min, max]: {lat_limits}')
+    log.info(f'Longitude limits [min, max]: {lon_limits}')
+
+    return lat_limits, lon_limits
+
+def prep_isce_dem(input_dem, lat_limits, lon_limits, isce_dem=None):
+    if isce_dem is None:
+        seamstress = createDemStitcher()
+        isce_dem = seamstress.defaultName([*lat_limits, *lon_limits])
+
+    isce_dem = os.path.abspath(isce_dem + '.wgs84')
+    log.info(f'ISCE dem is: {isce_dem}')
+
+    in_ds = gdal.OpenShared(input_dem, gdal.GA_ReadOnly)
+    warp_options = gdal.WarpOptions(
+        format='ENVI', outputType=gdal.GDT_Int16, resampleAlg='cubic',
+        xRes=0.001, yRes=0.001, dstSRS='EPSG:4326', dstNodata=0,
+        outputBounds=[lon_limits[0], lat_limits[0], lon_limits[1], lat_limits[1]]
+    )
+    gdal.Warp(isce_dem, in_ds, options=warp_options)
+
+    del in_ds
+
+    isce_ds = gdal.Open(isce_dem, gdal.GA_ReadOnly)
+    isce_trans = isce_ds.GetGeoTransform()
+
+    img = isceobj.createDemImage()
+    img.width = isce_ds.RasterXSize
+    img.length = isce_ds.RasterYSize
+    img.bands = 1
+    img.dataType = 'SHORT'
+    img.scheme = 'BIL'
+    img.setAccessMode('READ')
+    img.filename = isce_dem
+
+    img.firstLongitude = isce_trans[0] + 0.5 * isce_trans[1]
+    img.deltaLongitude = isce_trans[1]
+
+    img.firstLatitude = isce_trans[3] + 0.5 * isce_trans[5]
+    img.deltaLatitude = isce_trans[5]
+    img.renderHdr()
+
+    return isce_dem
diff --git a/src/hyp3_autorift/utils.py b/src/hyp3_autorift/utils.py
index 19f3e1ed..27e35c40 100644
--- a/src/hyp3_autorift/utils.py
+++ b/src/hyp3_autorift/utils.py
@@ -122,90 +122,6 @@ def find_jpl_parameter_info(polygon: ogr.Geometry, parameter_file: str) -> dict:
     return parameter_info
 
 
-def format_tops_xml(reference, secondary, polarization, dem, orbits, xml_file='topsApp.xml'):
-    xml_template = f"""    <?xml version="1.0" encoding="UTF-8"?>
-    <topsApp>
-        <component name="topsinsar">
-            <component name="reference">
-                <property name="orbit directory">{orbits}</property>
-                <property name="auxiliary data directory">{orbits}</property>
-                <property name="output directory">reference</property>
-                <property name="safe">['{reference}.zip']</property>
-                <property name="polarization">{polarization}</property>
-            </component>
-            <component name="secondary">
-                <property name="orbit directory">{orbits}</property>
-                <property name="auxiliary data directory">{orbits}</property>
-                <property name="output directory">secondary</property>
-                <property name="safe">['{secondary}.zip']</property>
-                <property name="polarization">{polarization}</property>
-            </component>
-            <property name="demfilename">{dem}</property>
-            <property name="do interferogram">False</property>
-            <property name="do dense offsets">True</property>
-            <property name="do ESD">False</property>
-            <property name="do unwrap">False</property>
-            <property name="do unwrap 2 stage">False</property>
-            <property name="ampcor skip width">32</property>
-            <property name="ampcor skip height">32</property>
-            <property name="ampcor search window width">51</property>
-            <property name="ampcor search window height">51</property>
-            <property name="ampcor window width">32</property>
-            <property name="ampcor window height">32</property>
-        </component>
-    </topsApp>
-    """
-
-    with open(xml_file, 'w') as f:
-        f.write(textwrap.dedent(xml_template))
-
-
-class SysArgvManager:
-    """Context manager to clear and reset sys.argv
-
-    A bug in the ISCE2 Application class causes sys.argv to always be parsed when
-    no options are proved, even when setting `cmdline=[]`, preventing programmatic use.
-    """
-    def __init__(self):
-        self.argv = sys.argv.copy()
-
-    def __enter__(self):
-        sys.argv = sys.argv[:1]
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        sys.argv = self.argv
-
-
-def get_topsinsar_config():
-    from isce.applications.topsApp import TopsInSAR
-    with SysArgvManager():
-        insar = TopsInSAR(name="topsApp")
-        insar.configure()
-
-    config_data = {}
-    for name in ['reference', 'secondary']:
-        scene = insar.__getattribute__(name)
-
-        sensing_times = []
-        for swath in range(1, 4):
-            scene.configure()
-            scene.swathNumber = swath
-            scene.parse()
-            sensing_times.append(
-                (scene.product.sensingStart, scene.product.sensingStop)
-            )
-
-        sensing_start = min([sensing_time[0] for sensing_time in sensing_times])
-        sensing_stop = max([sensing_time[1] for sensing_time in sensing_times])
-
-        sensing_dt = (sensing_stop - sensing_start) / 2 + sensing_start
-
-        config_data[f'{name}_filename'] = Path(scene.safe[0]).name
-        config_data[f'{name}_dt'] = sensing_dt.strftime("%Y%m%dT%H:%M:%S.%f").rstrip('0')
-
-    return config_data
-
-
 def load_geospatial(infile: str, band: int = 1):
     ds = gdal.Open(infile, gdal.GA_ReadOnly)
 
diff --git a/src/hyp3_autorift/vend/testautoRIFT_ISCE.py b/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
index 1632ee0d..7e8ba645 100755
--- a/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
+++ b/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
@@ -864,7 +864,7 @@ def generateAutoriftProduct(indir_m, indir_s, grid_location, init_offset, search
                         dt = geogrid_run_info['dt']
                         epsg = geogrid_run_info['epsg']
 
-                    from hyp3_autorift.utils import get_topsinsar_config
+                    from hyp3_autorift.sentinel1_isce2 import get_topsinsar_config
                     conts = get_topsinsar_config()
                     master_filename = conts['reference_filename']
                     slave_filename = conts['secondary_filename']

From 4dd2773c8a78bb64b8044d35e3c7c83930e1afd8 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 10:15:10 -0800
Subject: [PATCH 21/35] Update src/hyp3_autorift/sentinel1_isce2.py

Co-authored-by: Andrew Player <andrewplayer3@gmail.com>
---
 src/hyp3_autorift/sentinel1_isce2.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/src/hyp3_autorift/sentinel1_isce2.py b/src/hyp3_autorift/sentinel1_isce2.py
index 1ecdec05..7b64ca22 100644
--- a/src/hyp3_autorift/sentinel1_isce2.py
+++ b/src/hyp3_autorift/sentinel1_isce2.py
@@ -22,12 +22,17 @@
 log = logging.getLogger(__name__)
 
 def process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization,orbits):
+
+    import isce  # noqa
+    from topsApp import TopsInSAR
+    from hyp3_autorift.vend.testGeogrid_ISCE import loadMetadata, runGeogrid
+    from hyp3_autorift.vend.testautoRIFT_ISCE import generateAutoriftProduct
+
     lat_limits,lon_limits=bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
     isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
 
     format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
-    import isce  # noqa
-    from topsApp import TopsInSAR
+
     insar = TopsInSAR(name='topsApp', cmdline=['topsApp.xml', '--end=mergebursts'])
     insar.configure()
     insar.run()
@@ -38,8 +43,6 @@ def process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization
     for slc in [reference_path, secondary_path]:
         gdal.Translate(slc, f'{slc}.vrt', format='ENVI')
 
-    from hyp3_autorift.vend.testGeogrid_ISCE import (loadMetadata,
-                                                         runGeogrid)
     meta_r = loadMetadata('fine_coreg')
     meta_s = loadMetadata('secondary')
     geogrid_info = runGeogrid(meta_r, meta_s, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
@@ -48,8 +51,6 @@ def process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization
     #       I've got no idea why, or if there are other affects...
     gdal.AllRegister()
 
-    from hyp3_autorift.vend.testautoRIFT_ISCE import \
-            generateAutoriftProduct
     netcdf_file = generateAutoriftProduct(
             reference_path, secondary_path, nc_sensor='S1', optical_flag=False, ncname=None,
             geogrid_run_info=geogrid_info, **parameter_info['autorift'],

From 4902ac94aa5b70a4810b90871fb9d6ae284de8f9 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 10:15:24 -0800
Subject: [PATCH 22/35] Update src/hyp3_autorift/process.py

Co-authored-by: Andrew Player <andrewplayer3@gmail.com>
---
 src/hyp3_autorift/process.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index 55f9322b..da29e720 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -462,7 +462,7 @@ def process(
     log.info(f'Reference scene path: {reference_path}')
     log.info(f'Secondary scene path: {secondary_path}')
         
-    if 'L' in platform or platform=='S2':
+    if 'L' in platform or platform == 'S2':
         scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
         parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
         

From 763da8bbf14b12dad6defa87e55098def1b7f4b7 Mon Sep 17 00:00:00 2001
From: mfangaritav <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 10:16:29 -0800
Subject: [PATCH 23/35] Update environment.yml

---
 environment.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/environment.yml b/environment.yml
index f288665d..0afab498 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,4 +1,4 @@
-name: hyp3-autorift-fork
+name: hyp3-autorift
 channels:
   - hyp3
   - conda-forge

From 8686fd3bcf485ddeb4057f94fafc9407cfccc251 Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 13:35:22 -0800
Subject: [PATCH 24/35] renaming sentinel1_isce2.py to s1_isce2.py

---
 src/hyp3_autorift/process.py                          | 2 +-
 src/hyp3_autorift/s1_correction.py                    | 2 +-
 src/hyp3_autorift/{sentinel1_isce2.py => s1_isce2.py} | 0
 src/hyp3_autorift/vend/testautoRIFT_ISCE.py           | 2 +-
 4 files changed, 3 insertions(+), 3 deletions(-)
 rename src/hyp3_autorift/{sentinel1_isce2.py => s1_isce2.py} (100%)

diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index da29e720..5d95802a 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -377,7 +377,7 @@ def process(
     
     platform = get_platform(reference)
     if platform == 'S1':
-        from hyp3_autorift.sentinel1_isce2 import bounding_box, process_sentinel1_with_isce2
+        from hyp3_autorift.s1_isce2 import bounding_box, process_sentinel1_with_isce2
         
         for scene in [reference, secondary]:
             scene_url = get_download_url(scene)
diff --git a/src/hyp3_autorift/s1_correction.py b/src/hyp3_autorift/s1_correction.py
index b16f9ade..a4e302cb 100644
--- a/src/hyp3_autorift/s1_correction.py
+++ b/src/hyp3_autorift/s1_correction.py
@@ -12,7 +12,7 @@
 
 from hyp3_autorift import geometry, utils
 from hyp3_autorift.utils import get_esa_credentials
-from sentinel1_isce2 import generate_correction_data
+from s1_isce2 import generate_correction_data
 log = logging.getLogger(__name__)
 
 def main():
diff --git a/src/hyp3_autorift/sentinel1_isce2.py b/src/hyp3_autorift/s1_isce2.py
similarity index 100%
rename from src/hyp3_autorift/sentinel1_isce2.py
rename to src/hyp3_autorift/s1_isce2.py
diff --git a/src/hyp3_autorift/vend/testautoRIFT_ISCE.py b/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
index 7e8ba645..f382a489 100755
--- a/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
+++ b/src/hyp3_autorift/vend/testautoRIFT_ISCE.py
@@ -864,7 +864,7 @@ def generateAutoriftProduct(indir_m, indir_s, grid_location, init_offset, search
                         dt = geogrid_run_info['dt']
                         epsg = geogrid_run_info['epsg']
 
-                    from hyp3_autorift.sentinel1_isce2 import get_topsinsar_config
+                    from hyp3_autorift.s1_isce2 import get_topsinsar_config
                     conts = get_topsinsar_config()
                     master_filename = conts['reference_filename']
                     slave_filename = conts['secondary_filename']

From dfce29396d67850ead746acc60ad409b2869f817 Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 14:52:24 -0800
Subject: [PATCH 25/35] Minor changes

---
 src/hyp3_autorift/geometry.py      |  6 -----
 src/hyp3_autorift/process.py       | 20 +++++++--------
 src/hyp3_autorift/s1_correction.py | 13 +++-------
 src/hyp3_autorift/s1_isce2.py      | 40 +++++++++++++++++++-----------
 4 files changed, 37 insertions(+), 42 deletions(-)

diff --git a/src/hyp3_autorift/geometry.py b/src/hyp3_autorift/geometry.py
index ea86bfbe..27e29a0f 100644
--- a/src/hyp3_autorift/geometry.py
+++ b/src/hyp3_autorift/geometry.py
@@ -1,11 +1,8 @@
 """Geometry routines for working Geogrid"""
 
 import logging
-import os
 from typing import Tuple
-import numpy as np
 
-from osgeo import gdal
 from osgeo import ogr
 from osgeo import osr
 
@@ -67,6 +64,3 @@ def fix(n):
     fixed = ogr.Geometry(ogr.wkbPoint)
     fixed.AddPoint_2D(fix(point.GetX()), fix(point.GetY()))
     return fixed
-
-
-
diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index 5d95802a..20bfb8a1 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -374,11 +374,11 @@ def process(
     reference_state_vec = None
     secondary_state_vec = None
     lat_limits, lon_limits = None, None
-    
+
     platform = get_platform(reference)
     if platform == 'S1':
         from hyp3_autorift.s1_isce2 import bounding_box, process_sentinel1_with_isce2
-        
+
         for scene in [reference, secondary]:
             scene_url = get_download_url(scene)
             download_file(scene_url, chunk_size=5242880)
@@ -399,11 +399,11 @@ def process(
 
         polarization = get_s1_primary_polarization(reference)
         lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
-        
+
         scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
         parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
-        
-        netcdf_file = process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization,orbits)
+
+        netcdf_file = process_sentinel1_with_isce2(parameter_info, reference,secondary, polarization, orbits)
 
     elif platform == 'S2':
         # Set config and env for new CXX threads in Geogrid/autoRIFT
@@ -458,14 +458,14 @@ def process(
         bbox = reference_metadata['bbox']
         lat_limits = (bbox[1], bbox[3])
         lon_limits = (bbox[0], bbox[2])
-        
+
     log.info(f'Reference scene path: {reference_path}')
     log.info(f'Secondary scene path: {secondary_path}')
-        
+
     if 'L' in platform or platform == 'S2':
         scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
         parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
-        
+
         from hyp3_autorift.vend.testGeogridOptical import (
             coregisterLoadMetadata, runGeogrid)
         meta_r, meta_s = coregisterLoadMetadata(
@@ -474,7 +474,7 @@ def process(
             secondary_metadata=secondary_metadata,
         )
         geogrid_info = runGeogrid(meta_r, meta_s, epsg=parameter_info['epsg'], **parameter_info['geogrid'])
-        
+
         from hyp3_autorift.vend.testautoRIFT import generateAutoriftProduct
         netcdf_file = generateAutoriftProduct(
             reference_path, secondary_path, nc_sensor=platform, optical_flag=True, ncname=None,
@@ -482,8 +482,6 @@ def process(
             geogrid_run_info=geogrid_info, **parameter_info['autorift'],
             parameter_file=DEFAULT_PARAMETER_FILE.replace('/vsicurl/', ''),
         )
-    
-    
 
     if netcdf_file is None:
         raise Exception('Processing failed! Output netCDF file not found')
diff --git a/src/hyp3_autorift/s1_correction.py b/src/hyp3_autorift/s1_correction.py
index a4e302cb..6daa8079 100644
--- a/src/hyp3_autorift/s1_correction.py
+++ b/src/hyp3_autorift/s1_correction.py
@@ -1,20 +1,13 @@
 import argparse
-import copy
 import logging
-from datetime import timedelta
 from pathlib import Path
-from typing import Optional
 
 from hyp3lib.aws import upload_file_to_s3
-from hyp3lib.fetch import download_file
-from hyp3lib.get_orb import downloadSentinelOrbitFile
-from hyp3lib.scene import get_download_url
-
-from hyp3_autorift import geometry, utils
-from hyp3_autorift.utils import get_esa_credentials
-from s1_isce2 import generate_correction_data
+from hyp3_autorift.process import DEFAULT_PARAMETER_FILE
+from hyp3_autorift.s1_isce2 import generate_correction_data
 log = logging.getLogger(__name__)
 
+
 def main():
     parser = argparse.ArgumentParser(
         formatter_class=argparse.ArgumentDefaultsHelpFormatter
diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 7b64ca22..bdd04382 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -1,34 +1,42 @@
-import isce  # noqa: F401
-import isceobj
 import logging
 import sys
-
-from contrib.demUtils import createDemStitcher
-from contrib.geo_autoRIFT.geogrid import Geogrid
-from isceobj.Orbit.Orbit import Orbit
-from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
-from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
-
 import textwrap
 from pathlib import Path
-from osgeo import gdal
 import os
+import copy
+from datetime import timedelta
 from typing import Optional
 
 import numpy as np
+from osgeo import gdal
+import isce  # noqa: F401
+import isceobj
+from contrib.demUtils import createDemStitcher
+from contrib.geo_autoRIFT.geogrid import Geogrid
+from isceobj.Orbit.Orbit import Orbit
+from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
 
-from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
+from hyp3lib.aws import upload_file_to_s3
+from hyp3lib.fetch import download_file
+from hyp3lib.get_orb import downloadSentinelOrbitFile
+from hyp3lib.image import create_thumbnail
+from hyp3lib.scene import get_download_url
 
+from hyp3_autorift import geometry, utils
+from hyp3_autorift.utils import get_esa_credentials
+from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
+from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
 log = logging.getLogger(__name__)
 
-def process_sentinel1_with_isce2(parameter_info,reference,secondary,polarization,orbits):
+
+def process_sentinel1_with_isce2(parameter_info, reference,secondary, polarization, orbits):
 
     import isce  # noqa
     from topsApp import TopsInSAR
     from hyp3_autorift.vend.testGeogrid_ISCE import loadMetadata, runGeogrid
     from hyp3_autorift.vend.testautoRIFT_ISCE import generateAutoriftProduct
 
-    lat_limits,lon_limits=bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
+    lat_limits,lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
     isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
 
     format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
@@ -102,7 +110,7 @@ def generate_correction_data(
 
     return geogrid_info
 
-####### this was in utils############################
+
 class SysArgvManager:
     """Context manager to clear and reset sys.argv
 
@@ -148,6 +156,7 @@ def get_topsinsar_config():
 
     return config_data
 
+
 def format_tops_xml(reference, secondary, polarization, dem, orbits, xml_file='topsApp.xml'):
     xml_template = f"""    <?xml version="1.0" encoding="UTF-8"?>
     <topsApp>
@@ -185,7 +194,7 @@ def format_tops_xml(reference, secondary, polarization, dem, orbits, xml_file='t
     with open(xml_file, 'w') as f:
         f.write(textwrap.dedent(xml_template))
 
-####### this was in geometry############################
+
 def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits', epsg=4326):
     """Determine the geometric bounding box of a Sentinel-1 image
 
@@ -255,6 +264,7 @@ def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits',
 
     return lat_limits, lon_limits
 
+
 def prep_isce_dem(input_dem, lat_limits, lon_limits, isce_dem=None):
     if isce_dem is None:
         seamstress = createDemStitcher()

From b0b81818d336d04c978175de30dac6102743f10c Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 15:03:41 -0800
Subject: [PATCH 26/35] Minor changes

---
 src/hyp3_autorift/process.py       |  2 +-
 src/hyp3_autorift/s1_correction.py |  1 +
 src/hyp3_autorift/s1_isce2.py      | 14 ++++++--------
 src/hyp3_autorift/utils.py         |  2 --
 4 files changed, 8 insertions(+), 11 deletions(-)

diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index 20bfb8a1..f320cd15 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -403,7 +403,7 @@ def process(
         scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
         parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
 
-        netcdf_file = process_sentinel1_with_isce2(parameter_info, reference,secondary, polarization, orbits)
+        netcdf_file = process_sentinel1_with_isce2(parameter_info, reference, secondary, polarization, orbits)
 
     elif platform == 'S2':
         # Set config and env for new CXX threads in Geogrid/autoRIFT
diff --git a/src/hyp3_autorift/s1_correction.py b/src/hyp3_autorift/s1_correction.py
index 6daa8079..e0381950 100644
--- a/src/hyp3_autorift/s1_correction.py
+++ b/src/hyp3_autorift/s1_correction.py
@@ -3,6 +3,7 @@
 from pathlib import Path
 
 from hyp3lib.aws import upload_file_to_s3
+
 from hyp3_autorift.process import DEFAULT_PARAMETER_FILE
 from hyp3_autorift.s1_isce2 import generate_correction_data
 log = logging.getLogger(__name__)
diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index bdd04382..5bc6809c 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -1,42 +1,40 @@
 import logging
 import sys
 import textwrap
-from pathlib import Path
-import os
 import copy
+import os
+from pathlib import Path
 from datetime import timedelta
 from typing import Optional
 
 import numpy as np
-from osgeo import gdal
 import isce  # noqa: F401
 import isceobj
 from contrib.demUtils import createDemStitcher
 from contrib.geo_autoRIFT.geogrid import Geogrid
 from isceobj.Orbit.Orbit import Orbit
 from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
+from osgeo import gdal
 
-from hyp3lib.aws import upload_file_to_s3
 from hyp3lib.fetch import download_file
 from hyp3lib.get_orb import downloadSentinelOrbitFile
-from hyp3lib.image import create_thumbnail
 from hyp3lib.scene import get_download_url
 
 from hyp3_autorift import geometry, utils
-from hyp3_autorift.utils import get_esa_credentials
 from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
+from hyp3_autorift.utils import get_esa_credentials
 from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
 log = logging.getLogger(__name__)
 
 
-def process_sentinel1_with_isce2(parameter_info, reference,secondary, polarization, orbits):
+def process_sentinel1_with_isce2(parameter_info, reference, secondary, polarization, orbits):
 
     import isce  # noqa
     from topsApp import TopsInSAR
     from hyp3_autorift.vend.testGeogrid_ISCE import loadMetadata, runGeogrid
     from hyp3_autorift.vend.testautoRIFT_ISCE import generateAutoriftProduct
 
-    lat_limits,lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
+    lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
     isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
 
     format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
diff --git a/src/hyp3_autorift/utils.py b/src/hyp3_autorift/utils.py
index 27e35c40..a36a80a4 100644
--- a/src/hyp3_autorift/utils.py
+++ b/src/hyp3_autorift/utils.py
@@ -3,8 +3,6 @@
 import logging
 import netrc
 import os
-import sys
-import textwrap
 from pathlib import Path
 from platform import system
 from typing import Tuple, Union

From 155124649d58c6c06b4ae699abf8e69829fd7dea Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 15:08:58 -0800
Subject: [PATCH 27/35] Minor changes

---
 src/hyp3_autorift/s1_isce2.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 5bc6809c..916bbedb 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -1,25 +1,25 @@
+import copy
 import logging
+import os
 import sys
 import textwrap
-import copy
-import os
-from pathlib import Path
 from datetime import timedelta
+from pathlib import Path
 from typing import Optional
 
-import numpy as np
+from hyp3lib.fetch import download_file
+from hyp3lib.get_orb import downloadSentinelOrbitFile
+from hyp3lib.scene import get_download_url
+
 import isce  # noqa: F401
 import isceobj
+import numpy as np
 from contrib.demUtils import createDemStitcher
 from contrib.geo_autoRIFT.geogrid import Geogrid
 from isceobj.Orbit.Orbit import Orbit
 from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
 from osgeo import gdal
 
-from hyp3lib.fetch import download_file
-from hyp3lib.get_orb import downloadSentinelOrbitFile
-from hyp3lib.scene import get_download_url
-
 from hyp3_autorift import geometry, utils
 from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
 from hyp3_autorift.utils import get_esa_credentials

From 3da5d11d2f5e120fadc83f01a86f9433ff8db7df Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 15:12:34 -0800
Subject: [PATCH 28/35] Minor changes

---
 src/hyp3_autorift/s1_isce2.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 916bbedb..74383d93 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -7,11 +7,12 @@
 from pathlib import Path
 from typing import Optional
 
+import isce  # noqa: F401
+
 from hyp3lib.fetch import download_file
 from hyp3lib.get_orb import downloadSentinelOrbitFile
 from hyp3lib.scene import get_download_url
 
-import isce  # noqa: F401
 import isceobj
 import numpy as np
 from contrib.demUtils import createDemStitcher

From 53c09adb5226c55c7588a52764d6538c2d5d945d Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 15:16:05 -0800
Subject: [PATCH 29/35] Minor changes

---
 src/hyp3_autorift/s1_isce2.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 74383d93..11ff5bb7 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -8,13 +8,13 @@
 from typing import Optional
 
 import isce  # noqa: F401
+import isceobj
+import numpy as np
 
 from hyp3lib.fetch import download_file
 from hyp3lib.get_orb import downloadSentinelOrbitFile
 from hyp3lib.scene import get_download_url
 
-import isceobj
-import numpy as np
 from contrib.demUtils import createDemStitcher
 from contrib.geo_autoRIFT.geogrid import Geogrid
 from isceobj.Orbit.Orbit import Orbit

From 30dd6a58821d7e7fd3cef915457f1f91fb338300 Mon Sep 17 00:00:00 2001
From: Mario Angarita <mf.angarita52@gmail.com>
Date: Tue, 28 May 2024 15:20:49 -0800
Subject: [PATCH 30/35] Minor changes

---
 src/hyp3_autorift/s1_isce2.py | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 11ff5bb7..07254a7e 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -10,13 +10,11 @@
 import isce  # noqa: F401
 import isceobj
 import numpy as np
-
+from contrib.demUtils import createDemStitcher
+from contrib.geo_autoRIFT.geogrid import Geogrid
 from hyp3lib.fetch import download_file
 from hyp3lib.get_orb import downloadSentinelOrbitFile
 from hyp3lib.scene import get_download_url
-
-from contrib.demUtils import createDemStitcher
-from contrib.geo_autoRIFT.geogrid import Geogrid
 from isceobj.Orbit.Orbit import Orbit
 from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
 from osgeo import gdal

From ed1a78fba0fb72b102c56536d7392ad295dcd36c Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Mon, 3 Jun 2024 06:06:23 -0800
Subject: [PATCH 31/35] fully isolate S1

---
 src/hyp3_autorift/process.py       | 117 ++++++++---------------------
 src/hyp3_autorift/s1_correction.py |   1 +
 src/hyp3_autorift/s1_isce2.py      |  60 +++++++++++----
 tests/test_process.py              |  20 -----
 tests/test_s1_isce2.py             |  23 ++++++
 5 files changed, 103 insertions(+), 118 deletions(-)
 create mode 100644 tests/test_s1_isce2.py

diff --git a/src/hyp3_autorift/process.py b/src/hyp3_autorift/process.py
index f320cd15..38f5d9f8 100644
--- a/src/hyp3_autorift/process.py
+++ b/src/hyp3_autorift/process.py
@@ -17,10 +17,7 @@
 import numpy as np
 import requests
 from hyp3lib.aws import upload_file_to_s3
-from hyp3lib.fetch import download_file
-from hyp3lib.get_orb import downloadSentinelOrbitFile
 from hyp3lib.image import create_thumbnail
-from hyp3lib.scene import get_download_url
 from netCDF4 import Dataset
 from osgeo import gdal
 
@@ -205,15 +202,6 @@ def get_platform(scene: str) -> str:
         raise NotImplementedError(f'autoRIFT processing not available for this platform. {scene}')
 
 
-def get_s1_primary_polarization(granule_name):
-    polarization = granule_name[14:16]
-    if polarization in ['SV', 'DV']:
-        return 'vv'
-    if polarization in ['SH', 'DH']:
-        return 'hh'
-    raise ValueError(f'Cannot determine co-polarization of granule {granule_name}')
-
-
 def create_filtered_filepath(path: str) -> str:
     parent = (Path.cwd() / 'filtered').resolve()
     parent.mkdir(exist_ok=True)
@@ -349,8 +337,6 @@ def process(
     secondary: str,
     parameter_file: str = DEFAULT_PARAMETER_FILE,
     naming_scheme: Literal['ITS_LIVE_OD', 'ITS_LIVE_PROD'] = 'ITS_LIVE_OD',
-    esa_username: Optional[str] = None,
-    esa_password: Optional[str] = None,
 ) -> Tuple[Path, Path, Path]:
     """Process a Sentinel-1, Sentinel-2, or Landsat-8 image pair
 
@@ -363,49 +349,20 @@ def process(
     Returns:
         the autoRIFT product file, browse image, and thumbnail image
     """
-    orbits = None
-    polarization = None
     reference_path = None
     secondary_path = None
     reference_metadata = None
     secondary_metadata = None
     reference_zero_path = None
     secondary_zero_path = None
-    reference_state_vec = None
-    secondary_state_vec = None
-    lat_limits, lon_limits = None, None
 
     platform = get_platform(reference)
-    if platform == 'S1':
-        from hyp3_autorift.s1_isce2 import bounding_box, process_sentinel1_with_isce2
-
-        for scene in [reference, secondary]:
-            scene_url = get_download_url(scene)
-            download_file(scene_url, chunk_size=5242880)
-        orbits = Path('Orbits').resolve()
-        orbits.mkdir(parents=True, exist_ok=True)
-
-        if (esa_username is None) or (esa_password is None):
-            esa_username, esa_password = utils.get_esa_credentials()
-
-        reference_state_vec, reference_provider = downloadSentinelOrbitFile(
-            reference, directory=str(orbits), esa_credentials=(esa_username, esa_password)
-        )
-        log.info(f'Downloaded orbit file {reference_state_vec} from {reference_provider}')
-        secondary_state_vec, secondary_provider = downloadSentinelOrbitFile(
-            secondary, directory=str(orbits), esa_credentials=(esa_username, esa_password)
-        )
-        log.info(f'Downloaded orbit file {secondary_state_vec} from {secondary_provider}')
-
-        polarization = get_s1_primary_polarization(reference)
-        lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
-
-        scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
-        parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
 
-        netcdf_file = process_sentinel1_with_isce2(parameter_info, reference, secondary, polarization, orbits)
+    if platform == 'S1':
+        from hyp3_autorift.s1_isce2 import process_sentinel1_with_isce2
+        netcdf_file = process_sentinel1_with_isce2(reference, secondary, parameter_file)
 
-    elif platform == 'S2':
+    else:
         # Set config and env for new CXX threads in Geogrid/autoRIFT
         gdal.SetConfigOption('GDAL_DISABLE_READDIR_ON_OPEN', 'EMPTY_DIR')
         os.environ['GDAL_DISABLE_READDIR_ON_OPEN'] = 'EMPTY_DIR'
@@ -413,56 +370,48 @@ def process(
         gdal.SetConfigOption('AWS_REGION', 'us-west-2')
         os.environ['AWS_REGION'] = 'us-west-2'
 
-        reference_metadata = get_s2_metadata(reference)
-        secondary_metadata = get_s2_metadata(secondary)
-        reference_path = reference_metadata['path']
-        secondary_path = secondary_metadata['path']
-        bbox = reference_metadata['bbox']
-        lat_limits = (bbox[1], bbox[3])
-        lon_limits = (bbox[0], bbox[2])
+        if platform == 'S2':
+            reference_metadata = get_s2_metadata(reference)
+            reference_path = reference_metadata['path']
 
-    elif 'L' in platform:
-        # Set config and env for new CXX threads in Geogrid/autoRIFT
-        gdal.SetConfigOption('GDAL_DISABLE_READDIR_ON_OPEN', 'EMPTY_DIR')
-        os.environ['GDAL_DISABLE_READDIR_ON_OPEN'] = 'EMPTY_DIR'
-
-        gdal.SetConfigOption('AWS_REGION', 'us-west-2')
-        os.environ['AWS_REGION'] = 'us-west-2'
+            secondary_metadata = get_s2_metadata(secondary)
+            secondary_path = secondary_metadata['path']
 
-        gdal.SetConfigOption('AWS_REQUEST_PAYER', 'requester')
-        os.environ['AWS_REQUEST_PAYER'] = 'requester'
+        elif 'L' in platform:
+            # Set config and env for new CXX threads in Geogrid/autoRIFT
+            gdal.SetConfigOption('AWS_REQUEST_PAYER', 'requester')
+            os.environ['AWS_REQUEST_PAYER'] = 'requester'
 
-        reference_metadata = get_lc2_metadata(reference)
-        reference_path = get_lc2_path(reference_metadata)
+            reference_metadata = get_lc2_metadata(reference)
+            reference_path = get_lc2_path(reference_metadata)
 
-        secondary_metadata = get_lc2_metadata(secondary)
-        secondary_path = get_lc2_path(secondary_metadata)
+            secondary_metadata = get_lc2_metadata(secondary)
+            secondary_path = get_lc2_path(secondary_metadata)
 
-        filter_platform = min([platform, get_platform(secondary)])
-        if filter_platform in ('L4', 'L5', 'L7'):
-            # Log path here before we transform it
-            log.info(f'Reference scene path: {reference_path}')
-            log.info(f'Secondary scene path: {secondary_path}')
-            reference_path, reference_zero_path, secondary_path, secondary_zero_path = \
-                apply_landsat_filtering(reference_path, secondary_path)
+            filter_platform = min([platform, get_platform(secondary)])
+            if filter_platform in ('L4', 'L5', 'L7'):
+                # Log path here before we transform it
+                log.info(f'Reference scene path: {reference_path}')
+                log.info(f'Secondary scene path: {secondary_path}')
+                reference_path, reference_zero_path, secondary_path, secondary_zero_path = \
+                    apply_landsat_filtering(reference_path, secondary_path)
 
-        if reference_metadata['properties']['proj:epsg'] != secondary_metadata['properties']['proj:epsg']:
-            log.info('Reference and secondary projections are different! Reprojecting.')
+            if reference_metadata['properties']['proj:epsg'] != secondary_metadata['properties']['proj:epsg']:
+                log.info('Reference and secondary projections are different! Reprojecting.')
 
-            # Reproject zero masks if necessary
-            if reference_zero_path and secondary_zero_path:
-                _, _ = utils.ensure_same_projection(reference_zero_path, secondary_zero_path)
+                # Reproject zero masks if necessary
+                if reference_zero_path and secondary_zero_path:
+                    _, _ = utils.ensure_same_projection(reference_zero_path, secondary_zero_path)
 
-            reference_path, secondary_path = utils.ensure_same_projection(reference_path, secondary_path)
+                reference_path, secondary_path = utils.ensure_same_projection(reference_path, secondary_path)
 
         bbox = reference_metadata['bbox']
         lat_limits = (bbox[1], bbox[3])
         lon_limits = (bbox[0], bbox[2])
 
-    log.info(f'Reference scene path: {reference_path}')
-    log.info(f'Secondary scene path: {secondary_path}')
+        log.info(f'Reference scene path: {reference_path}')
+        log.info(f'Secondary scene path: {secondary_path}')
 
-    if 'L' in platform or platform == 'S2':
         scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
         parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
 
@@ -523,8 +472,6 @@ def main():
     parser.add_argument('--publish-bucket', default='',
                         help='Additionally, publish products to this bucket. Necessary credentials must be provided '
                              'via the `PUBLISH_ACCESS_KEY_ID` and `PUBLISH_SECRET_ACCESS_KEY` environment variables.')
-    parser.add_argument('--esa-username', default=None, help="Username for ESA's Copernicus Data Space Ecosystem")
-    parser.add_argument('--esa-password', default=None, help="Password for ESA's Copernicus Data Space Ecosystem")
     parser.add_argument('--parameter-file', default=DEFAULT_PARAMETER_FILE,
                         help='Shapefile for determining the correct search parameters by geographic location. '
                              'Path to shapefile must be understood by GDAL')
diff --git a/src/hyp3_autorift/s1_correction.py b/src/hyp3_autorift/s1_correction.py
index e0381950..dc5995a1 100644
--- a/src/hyp3_autorift/s1_correction.py
+++ b/src/hyp3_autorift/s1_correction.py
@@ -6,6 +6,7 @@
 
 from hyp3_autorift.process import DEFAULT_PARAMETER_FILE
 from hyp3_autorift.s1_isce2 import generate_correction_data
+
 log = logging.getLogger(__name__)
 
 
diff --git a/src/hyp3_autorift/s1_isce2.py b/src/hyp3_autorift/s1_isce2.py
index 07254a7e..c1b2ee97 100644
--- a/src/hyp3_autorift/s1_isce2.py
+++ b/src/hyp3_autorift/s1_isce2.py
@@ -7,35 +7,60 @@
 from pathlib import Path
 from typing import Optional
 
-import isce  # noqa: F401
-import isceobj
 import numpy as np
-from contrib.demUtils import createDemStitcher
-from contrib.geo_autoRIFT.geogrid import Geogrid
 from hyp3lib.fetch import download_file
 from hyp3lib.get_orb import downloadSentinelOrbitFile
 from hyp3lib.scene import get_download_url
-from isceobj.Orbit.Orbit import Orbit
-from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
 from osgeo import gdal
 
 from hyp3_autorift import geometry, utils
-from hyp3_autorift.process import DEFAULT_PARAMETER_FILE, get_s1_primary_polarization
+from hyp3_autorift.process import DEFAULT_PARAMETER_FILE
 from hyp3_autorift.utils import get_esa_credentials
-from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
+
 log = logging.getLogger(__name__)
 
 
-def process_sentinel1_with_isce2(parameter_info, reference, secondary, polarization, orbits):
+def get_s1_primary_polarization(granule_name):
+    polarization = granule_name[14:16]
+    if polarization in ['SV', 'DV']:
+        return 'vv'
+    if polarization in ['SH', 'DH']:
+        return 'hh'
+    raise ValueError(f'Cannot determine co-polarization of granule {granule_name}')
+
 
+def process_sentinel1_with_isce2(reference, secondary, parameter_file):
     import isce  # noqa
     from topsApp import TopsInSAR
     from hyp3_autorift.vend.testGeogrid_ISCE import loadMetadata, runGeogrid
     from hyp3_autorift.vend.testautoRIFT_ISCE import generateAutoriftProduct
 
-    lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=orbits)
-    isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
+    for scene in [reference, secondary]:
+        scene_url = get_download_url(scene)
+        download_file(scene_url, chunk_size=5242880)
+
+    orbits = Path('Orbits').resolve()
+    orbits.mkdir(parents=True, exist_ok=True)
+
+    esa_username, esa_password = utils.get_esa_credentials()
+
+    reference_state_vec, reference_provider = downloadSentinelOrbitFile(
+        reference, directory=str(orbits), esa_credentials=(esa_username, esa_password)
+    )
+    log.info(f'Downloaded orbit file {reference_state_vec} from {reference_provider}')
+
+    secondary_state_vec, secondary_provider = downloadSentinelOrbitFile(
+        secondary, directory=str(orbits), esa_credentials=(esa_username, esa_password)
+    )
+    log.info(f'Downloaded orbit file {secondary_state_vec} from {secondary_provider}')
 
+    polarization = get_s1_primary_polarization(reference)
+    lat_limits, lon_limits = bounding_box(f'{reference}.zip', polarization=polarization, orbits=str(orbits))
+
+    scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
+    parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
+
+    isce_dem = prep_isce_dem(parameter_info['geogrid']['dem'], lat_limits, lon_limits)
     format_tops_xml(reference, secondary, polarization, isce_dem, orbits)
 
     insar = TopsInSAR(name='topsApp', cmdline=['topsApp.xml', '--end=mergebursts'])
@@ -59,7 +84,7 @@ def process_sentinel1_with_isce2(parameter_info, reference, secondary, polarizat
     netcdf_file = generateAutoriftProduct(
             reference_path, secondary_path, nc_sensor='S1', optical_flag=False, ncname=None,
             geogrid_run_info=geogrid_info, **parameter_info['autorift'],
-            parameter_file=DEFAULT_PARAMETER_FILE.replace('/vsicurl/', ''),
+            parameter_file=parameter_file.replace('/vsicurl/', ''),
         )
     return netcdf_file
 
@@ -71,6 +96,7 @@ def generate_correction_data(
     esa_username: Optional[str] = None,
     esa_password: Optional[str] = None,
 ):
+    from hyp3_autorift.vend.testGeogrid_ISCE import loadParsedata, runGeogrid
     scene_path = Path(f'{scene}.zip')
     if not scene_path.exists():
         scene_url = get_download_url(scene)
@@ -88,7 +114,7 @@ def generate_correction_data(
     log.info(f'Downloaded orbit file {state_vec} from {oribit_provider}')
 
     polarization = get_s1_primary_polarization(scene)
-    lat_limits, lon_limits = bounding_box(f'{scene}.zip', polarization=polarization, orbits=orbits)
+    lat_limits, lon_limits = bounding_box(f'{scene}.zip', polarization=polarization, orbits=str(orbits))
 
     scene_poly = geometry.polygon_from_bbox(x_limits=lat_limits, y_limits=lon_limits)
     parameter_info = utils.find_jpl_parameter_info(scene_poly, parameter_file)
@@ -205,6 +231,10 @@ def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits',
         lat_limits: list containing the [minimum, maximum] latitudes
         lat_limits: list containing the [minimum, maximum] longitudes
     """
+    import isce  # noqa: F401
+    from contrib.geo_autoRIFT.geogrid import Geogrid
+    from isceobj.Orbit.Orbit import Orbit
+    from isceobj.Sensor.TOPS.Sentinel1 import Sentinel1
     frames = []
     for swath in range(1, 4):
         rdr = Sentinel1()
@@ -263,6 +293,10 @@ def bounding_box(safe, priority='reference', polarization='hh', orbits='Orbits',
 
 
 def prep_isce_dem(input_dem, lat_limits, lon_limits, isce_dem=None):
+    import isce  # noqa: F401
+    import isceobj
+    from contrib.demUtils import createDemStitcher
+
     if isce_dem is None:
         seamstress = createDemStitcher()
         isce_dem = seamstress.defaultName([*lat_limits, *lon_limits])
diff --git a/tests/test_process.py b/tests/test_process.py
index 58e02a08..e6801354 100644
--- a/tests/test_process.py
+++ b/tests/test_process.py
@@ -286,26 +286,6 @@ def test_get_datetime():
         process.get_datetime('S3_adsflafjladsf')
 
 
-def test_get_s1_primary_polarization():
-    assert process.get_s1_primary_polarization(
-        'S1B_WV_SLC__1SSV_20200923T184541_20200923T185150_023506_02CA71_AABB') == 'vv'
-    assert process.get_s1_primary_polarization(
-        'S1B_IW_GRDH_1SDV_20200924T092954_20200924T093026_023515_02CABC_6C62') == 'vv'
-    assert process.get_s1_primary_polarization(
-        'S1B_IW_GRDH_1SSH_20200924T112903_20200924T112932_023516_02CAC7_D003') == 'hh'
-    assert process.get_s1_primary_polarization(
-        'S1B_IW_OCN__2SDH_20200924T090450_20200924T090519_023515_02CAB8_917B') == 'hh'
-
-    with pytest.raises(ValueError):
-        process.get_s1_primary_polarization('S1A_EW_GRDM_1SHH_20150513T080355_20150513T080455_005900_007994_35D2')
-    with pytest.raises(ValueError):
-        process.get_s1_primary_polarization('S1A_EW_GRDM_1SHV_20150509T230833_20150509T230912_005851_00787D_3BE5')
-    with pytest.raises(ValueError):
-        process.get_s1_primary_polarization('S1A_IW_SLC__1SVH_20150706T015744_20150706T015814_006684_008EF7_9B69')
-    with pytest.raises(ValueError):
-        process.get_s1_primary_polarization('S1A_IW_GRDH_1SVV_20150706T015720_20150706T015749_006684_008EF7_54BA')
-
-
 def test_apply_landsat_filtering(monkeypatch):
     def mock_apply_filter_function(scene, _):
         if process.get_platform(scene) < 'L7':
diff --git a/tests/test_s1_isce2.py b/tests/test_s1_isce2.py
new file mode 100644
index 00000000..084253fa
--- /dev/null
+++ b/tests/test_s1_isce2.py
@@ -0,0 +1,23 @@
+import pytest
+
+from hyp3_autorift import s1_isce2
+
+
+def test_get_s1_primary_polarization():
+    assert s1_isce2.get_s1_primary_polarization(
+        'S1B_WV_SLC__1SSV_20200923T184541_20200923T185150_023506_02CA71_AABB') == 'vv'
+    assert s1_isce2.get_s1_primary_polarization(
+        'S1B_IW_GRDH_1SDV_20200924T092954_20200924T093026_023515_02CABC_6C62') == 'vv'
+    assert s1_isce2.get_s1_primary_polarization(
+        'S1B_IW_GRDH_1SSH_20200924T112903_20200924T112932_023516_02CAC7_D003') == 'hh'
+    assert s1_isce2.get_s1_primary_polarization(
+        'S1B_IW_OCN__2SDH_20200924T090450_20200924T090519_023515_02CAB8_917B') == 'hh'
+
+    with pytest.raises(ValueError):
+        s1_isce2.get_s1_primary_polarization('S1A_EW_GRDM_1SHH_20150513T080355_20150513T080455_005900_007994_35D2')
+    with pytest.raises(ValueError):
+        s1_isce2.get_s1_primary_polarization('S1A_EW_GRDM_1SHV_20150509T230833_20150509T230912_005851_00787D_3BE5')
+    with pytest.raises(ValueError):
+        s1_isce2.get_s1_primary_polarization('S1A_IW_SLC__1SVH_20150706T015744_20150706T015814_006684_008EF7_9B69')
+    with pytest.raises(ValueError):
+        s1_isce2.get_s1_primary_polarization('S1A_IW_GRDH_1SVV_20150706T015720_20150706T015749_006684_008EF7_54BA')

From 0d98b33c5a5e5a243a9984ea1568cd5d094a649e Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Mon, 3 Jun 2024 14:47:58 -0800
Subject: [PATCH 32/35] Update CHANGELOG.md

---
 CHANGELOG.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bf38a8ea..148810a5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,10 @@ and this project adheres to [PEP 440](https://www.python.org/dev/peps/pep-0440/)
 and uses [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 
+## [0.16.1]
+## Changed
+* In preparation for a major update, the Sentinel-1 processing workflow has been isolated to a new `hyp3_autorift.s1_isce2` module. 
+
 ## [0.16.0]
 ### Fixed
 * `hyp3_autorift` will no longer attempt to crop files with no valid data

From 5f724116f453408ffaa18affba3114bfe4ef1cfb Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Mon, 3 Jun 2024 14:54:57 -0800
Subject: [PATCH 33/35] Update README.md

---
 src/hyp3_autorift/vend/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hyp3_autorift/vend/README.md b/src/hyp3_autorift/vend/README.md
index 6fd4f4a3..196e1b72 100644
--- a/src/hyp3_autorift/vend/README.md
+++ b/src/hyp3_autorift/vend/README.md
@@ -24,7 +24,7 @@ Changes, as listed in `CHANGES.diff`, were done to:
   * use the full Sentinel-2 COG id in the output netCDF product filename to ensure unique names
 
 **Note:** The `topsinsar_filename.py` included here is not used, but retained for reference.
-We've replaced it  with `hyp3_autorift.utils.get_topsinsar_config`. 
+We've replaced it  with `hyp3_autorift.s1_isce2.get_topsinsar_config`. 
 
 ## Additional Patches
 

From 187068c212c7298cd0b367ccc586c23c6c2f7e14 Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Mon, 3 Jun 2024 14:55:53 -0800
Subject: [PATCH 34/35] Update CHANGES.diff

---
 src/hyp3_autorift/vend/CHANGES.diff | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/hyp3_autorift/vend/CHANGES.diff b/src/hyp3_autorift/vend/CHANGES.diff
index 0424d0ae..2ddf2a3a 100644
--- a/src/hyp3_autorift/vend/CHANGES.diff
+++ b/src/hyp3_autorift/vend/CHANGES.diff
@@ -134,7 +134,7 @@
 -                    slave_filename = conts['slave_filename'][0]
 -                    master_dt = conts['master_dt'][0]
 -                    slave_dt = conts['slave_dt'][0]
-+                    from hyp3_autorift.utils import get_topsinsar_config
++                    from hyp3_autorift.s1_isce2 import get_topsinsar_config
 +                    conts = get_topsinsar_config()
 +                    master_filename = conts['reference_filename']
 +                    slave_filename = conts['secondary_filename']

From b0aa1ba352ef44ae462aef94cadadc1cf6d14706 Mon Sep 17 00:00:00 2001
From: Joseph H Kennedy <me@jhkennedy.org>
Date: Tue, 4 Jun 2024 15:19:51 -0800
Subject: [PATCH 35/35] Update CHANGELOG.md

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 148810a5..9c60d4c4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,7 +7,7 @@ and this project adheres to [PEP 440](https://www.python.org/dev/peps/pep-0440/)
 and uses [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 
-## [0.16.1]
+## [0.17.0]
 ## Changed
 * In preparation for a major update, the Sentinel-1 processing workflow has been isolated to a new `hyp3_autorift.s1_isce2` module.