Add solaris back to the place for now

.gitignore

@@ -6,6 +6,11 @@ frontend/node_modules
 frontend/.pnp
 frontend/.pnp.js
 
+#standard
+.env
+**/.vscode/**
+postgres-data/
+
 # testing
 frontend/coverage
 postgres-data/*
@@ -28,7 +33,7 @@ frontend/package-lock*
 
 frontend/.env
 
-# for 
+# for backend 
 backend/static
 backend/api_static
 backend/env
@@ -40,8 +45,7 @@ backend/media
 backend/data/*
 backend/log/*
 backend/training/*
+trainings/*
 backend/.env
 backend/config.txt
-backend/postgres-data
-**/.vscode/**
-postgres-data/
+backend/postgres-data

backend/Dockerfile

@@ -1,27 +1,38 @@
+# Use a specific base image with GPU support
 FROM tensorflow/tensorflow:2.9.2-gpu
 
-# ENV PIP_NO_CACHE_DIR=1
-ENV PYTHONUNBUFFERED=1
-ENV DEBIAN_FRONTEND=noninteractive
-
-COPY requirements.txt requirements.txt
-COPY docker/ramp/docker-requirements.txt docker-requirements.txt
-
-RUN apt-get update &&\
-    apt-get install -y --no-install-recommends \
-        gdal-bin \
-        libgdal-dev \
-        python3-opencv && \
-    pip install --upgrade --user pip \
-    && pip install --global-option=build_ext --global-option="-I/usr/include/gdal" GDAL==`gdal-config --version` \
-    && pip install --user  -r docker-requirements.txt \
-    && pip install --user  fair-solaris==0.4.1 \
-    && pip install --user  ramp-fair \
-    && pip install --user  setuptools --upgrade \
-    && pip install --user  -r requirements.txt && \
-    apt-get clean -y && \
-    apt-get autoremove -y && \c
+# Update package lists and install necessary dependencies in a single step
+RUN apt-get update && \
+    apt-get install -y python3-opencv gdal-bin libgdal-dev && \
+    add-apt-repository ppa:ubuntugis/ppa && \
+    apt-get update && \
     rm -rf /var/lib/apt/lists/*
 
+# Set environment variables for GDAL
+ENV CPLUS_INCLUDE_PATH=/usr/include/gdal
+ENV C_INCLUDE_PATH=/usr/include/gdal
+
+# Install specific version of NumPy
+RUN pip install numpy==1.23.5
+
+# Install GDAL with specified options
+RUN pip install --global-option=build_ext --global-option="-I/usr/include/gdal" GDAL==$(gdal-config --version)
+
+# Copy and install Python requirements
+COPY docker/ramp/docker-requirements.txt /tmp/docker-requirements.txt
+RUN pip install -r /tmp/docker-requirements.txt
+
+# Upgrade setuptools
+RUN pip install --upgrade setuptools
+
+COPY requirements.txt /tmp/requirements.txt
+RUN pip install -r /tmp/requirements.txt
+
+# Install solaris and scikit-fmm packages
+COPY docker/ramp/solaris /tmp/solaris
+RUN pip install /tmp/solaris --use-feature=in-tree-build && \
+    pip install scikit-fmm --use-feature=in-tree-build
+
+# Set working directory and copy the application code
 WORKDIR /app
 COPY . /app

backend/Dockerfile_CPU

@@ -0,0 +1,39 @@
+# Use a specific base image with the desired TensorFlow version
+FROM tensorflow/tensorflow:2.9.2
+
+# Update package lists and install necessary dependencies in a single step
+RUN apt-get update && \
+    apt-get install -y software-properties-common python3-opencv && \
+    add-apt-repository ppa:ubuntugis/ppa && \
+    apt-get update && \
+    apt-get install -y gdal-bin libgdal-dev && \
+    rm -rf /var/lib/apt/lists/*
+
+# Set environment variables for GDAL
+ENV CPLUS_INCLUDE_PATH=/usr/include/gdal
+ENV C_INCLUDE_PATH=/usr/include/gdal
+
+# Install specific version of NumPy
+RUN pip install numpy==1.23.5
+
+# Install GDAL with specified options
+RUN pip install --global-option=build_ext --global-option="-I/usr/include/gdal" GDAL==$(gdal-config --version)
+
+# Copy and install Python requirements
+COPY docker/ramp/docker-requirements.txt /tmp/docker-requirements.txt
+RUN pip install -r /tmp/docker-requirements.txt
+
+# Upgrade setuptools
+RUN pip install --upgrade setuptools
+
+COPY requirements.txt /tmp/requirements.txt
+RUN pip install -r /tmp/requirements.txt
+
+# Install solaris and scikit-fmm packages
+COPY docker/ramp/solaris /tmp/solaris
+RUN pip install /tmp/solaris --use-feature=in-tree-build && \
+    pip install scikit-fmm --use-feature=in-tree-build
+
+# Set working directory and copy the application code
+WORKDIR /app
+COPY . /app

backend/core/utils.py

@@ -182,8 +182,6 @@ def download_imagery(start: list, end: list, zm_level, base_path, source="maxar"
 
         start_x = start_x + 1  # increase the x
 
-    logging.info(download_urls)
-
     # Use the ThreadPoolExecutor to download the images in parallel
 
     # with concurrent.futures.ThreadPoolExecutor() as executor:

backend/docker/ramp/docker-requirements.txt

@@ -76,4 +76,4 @@ tqdm==4.62.3
 unicodedata2==14.0.0
 urllib3==1.26.7
 wheel==0.37.1
-xyzservices==2022.3.0
+xyzservices==2022.3.0

backend/docker/ramp/solaris/.gitattributes

@@ -0,0 +1,3 @@
+*.ipynb filter=nbstripout
+
+*.ipynb diff=ipynb

backend/docker/ramp/solaris/.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,47 @@
+---
+name: Bug report
+about: Report an error or other suspected bug behavior
+title: "[BUG]: (your description here)"
+labels: 'Status: Review Needed, Type: bug'
+assignees: ''
+
+---
+
+_Thank you for helping us improve `solaris`!_
+
+## Summary of the bug
+A clear and concise description of what the bug is.
+
+## Steps to reproduce the bug
+Please either paste sample code used to generate the buggy behavior below, or provide step-by-step instructions to reproduce the problem.
+
+```
+Paste bug-causing code here
+```
+
+Steps to reproduce the behavior:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+## Buggy behavior and/or error message
+Please describe the buggy behavior and/or paste output here.
+```
+Paste output here
+```
+
+## Expected behavior
+A clear and concise description of what you expected to happen.
+
+## Screenshots
+If applicable, add screenshots to help explain your problem.
+
+## Environment information
+- OS:
+- `solaris` version:
+- python version:
+- version of any relevant dependencies (optional - we may ask for this information later if not provided)
+
+## Additional context
+Add any other context about the problem here.

backend/docker/ramp/solaris/.github/ISSUE_TEMPLATE/documentation.md

@@ -0,0 +1,18 @@
+---
+name: Documentation
+about: Request for additional documentation, clarification of existing documentation, or tutorials
+title: "[DOCS]"
+labels: 'Status: Review Needed, Type: Documentation'
+assignees: ''
+
+---
+
+_Thank you for helping to improve `solaris`!_
+
+## Documentation request summary
+
+A short summary of the changes you'd like made to the documentation.
+
+## Task detail and notes
+
+List any additional information, links, or other content here that is needed to make the changes you're requesting. 

backend/docker/ramp/solaris/.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: "[FEATURE]: (short description)"
+labels: 'Status: Review Needed, Type: Enhancement'
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

backend/docker/ramp/solaris/.github/ISSUE_TEMPLATE/maintenance.md

@@ -0,0 +1,22 @@
+---
+name: Maintenance
+about: Request for maintenance, refactoring, or related tasks
+title: "[MAINT]"
+labels: 'Status: Review Needed, Type: Maintenance'
+assignees: ''
+
+---
+
+## Maintenance request summary
+
+A short summary of the maintenance to perform, including why it needs to be done.
+
+## Task detail and notes
+
+Any additional information:
+
+- What other code will this impact?
+
+- Do new tests need to be written or do existing tests need to be updated? 
+
+- Will this impact documentation?