diff --git a/.gitignore b/.gitignore
index e50ed7f..4c1b9c3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -200,6 +200,7 @@ celerybeat.pid
.env
.envrc
.venv
+.venv*/
env/
venv/
ENV/
diff --git a/.venv312/Scripts/Activate.ps1 b/.venv312/Scripts/Activate.ps1
new file mode 100644
index 0000000..918eac3
--- /dev/null
+++ b/.venv312/Scripts/Activate.ps1
@@ -0,0 +1,528 @@
+<#
+.Synopsis
+Activate a Python virtual environment for the current PowerShell session.
+
+.Description
+Pushes the python executable for a virtual environment to the front of the
+$Env:PATH environment variable and sets the prompt to signify that you are
+in a Python virtual environment. Makes use of the command line switches as
+well as the `pyvenv.cfg` file values present in the virtual environment.
+
+.Parameter VenvDir
+Path to the directory that contains the virtual environment to activate. The
+default value for this is the parent of the directory that the Activate.ps1
+script is located within.
+
+.Parameter Prompt
+The prompt prefix to display when this virtual environment is activated. By
+default, this prompt is the name of the virtual environment folder (VenvDir)
+surrounded by parentheses and followed by a single space (ie. '(.venv) ').
+
+.Example
+Activate.ps1
+Activates the Python virtual environment that contains the Activate.ps1 script.
+
+.Example
+Activate.ps1 -Verbose
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and shows extra information about the activation as it executes.
+
+.Example
+Activate.ps1 -VenvDir C:\Users\MyUser\Common\.venv
+Activates the Python virtual environment located in the specified location.
+
+.Example
+Activate.ps1 -Prompt "MyPython"
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and prefixes the current prompt with the specified string (surrounded in
+parentheses) while the virtual environment is active.
+
+.Notes
+On Windows, it may be required to enable this Activate.ps1 script by setting the
+execution policy for the user. You can do this by issuing the following PowerShell
+command:
+
+PS C:\> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
+
+For more information on Execution Policies:
+https://go.microsoft.com/fwlink/?LinkID=135170
+
+#>
+Param(
+ [Parameter(Mandatory = $false)]
+ [String]
+ $VenvDir,
+ [Parameter(Mandatory = $false)]
+ [String]
+ $Prompt
+)
+
+<# Function declarations --------------------------------------------------- #>
+
+<#
+.Synopsis
+Remove all shell session elements added by the Activate script, including the
+addition of the virtual environment's Python executable from the beginning of
+the PATH variable.
+
+.Parameter NonDestructive
+If present, do not remove this function from the global namespace for the
+session.
+
+#>
+function global:deactivate ([switch]$NonDestructive) {
+ # Revert to original values
+
+ # The prior prompt:
+ if (Test-Path -Path Function:_OLD_VIRTUAL_PROMPT) {
+ Copy-Item -Path Function:_OLD_VIRTUAL_PROMPT -Destination Function:prompt
+ Remove-Item -Path Function:_OLD_VIRTUAL_PROMPT
+ }
+
+ # The prior PYTHONHOME:
+ if (Test-Path -Path Env:_OLD_VIRTUAL_PYTHONHOME) {
+ Copy-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME -Destination Env:PYTHONHOME
+ Remove-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME
+ }
+
+ # The prior PATH:
+ if (Test-Path -Path Env:_OLD_VIRTUAL_PATH) {
+ Copy-Item -Path Env:_OLD_VIRTUAL_PATH -Destination Env:PATH
+ Remove-Item -Path Env:_OLD_VIRTUAL_PATH
+ }
+
+ # Just remove the VIRTUAL_ENV altogether:
+ if (Test-Path -Path Env:VIRTUAL_ENV) {
+ Remove-Item -Path env:VIRTUAL_ENV
+ }
+
+ # Just remove VIRTUAL_ENV_PROMPT altogether.
+ if (Test-Path -Path Env:VIRTUAL_ENV_PROMPT) {
+ Remove-Item -Path env:VIRTUAL_ENV_PROMPT
+ }
+
+ # Just remove the _PYTHON_VENV_PROMPT_PREFIX altogether:
+ if (Get-Variable -Name "_PYTHON_VENV_PROMPT_PREFIX" -ErrorAction SilentlyContinue) {
+ Remove-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Scope Global -Force
+ }
+
+ # Leave deactivate function in the global namespace if requested:
+ if (-not $NonDestructive) {
+ Remove-Item -Path function:deactivate
+ }
+}
+
+<#
+.Description
+Get-PyVenvConfig parses the values from the pyvenv.cfg file located in the
+given folder, and returns them in a map.
+
+For each line in the pyvenv.cfg file, if that line can be parsed into exactly
+two strings separated by `=` (with any amount of whitespace surrounding the =)
+then it is considered a `key = value` line. The left hand string is the key,
+the right hand is the value.
+
+If the value starts with a `'` or a `"` then the first and last character is
+stripped from the value before being captured.
+
+.Parameter ConfigDir
+Path to the directory that contains the `pyvenv.cfg` file.
+#>
+function Get-PyVenvConfig(
+ [String]
+ $ConfigDir
+) {
+ Write-Verbose "Given ConfigDir=$ConfigDir, obtain values in pyvenv.cfg"
+
+ # Ensure the file exists, and issue a warning if it doesn't (but still allow the function to continue).
+ $pyvenvConfigPath = Join-Path -Resolve -Path $ConfigDir -ChildPath 'pyvenv.cfg' -ErrorAction Continue
+
+ # An empty map will be returned if no config file is found.
+ $pyvenvConfig = @{ }
+
+ if ($pyvenvConfigPath) {
+
+ Write-Verbose "File exists, parse `key = value` lines"
+ $pyvenvConfigContent = Get-Content -Path $pyvenvConfigPath
+
+ $pyvenvConfigContent | ForEach-Object {
+ $keyval = $PSItem -split "\s*=\s*", 2
+ if ($keyval[0] -and $keyval[1]) {
+ $val = $keyval[1]
+
+ # Remove extraneous quotations around a string value.
+ if ("'""".Contains($val.Substring(0, 1))) {
+ $val = $val.Substring(1, $val.Length - 2)
+ }
+
+ $pyvenvConfig[$keyval[0]] = $val
+ Write-Verbose "Adding Key: '$($keyval[0])'='$val'"
+ }
+ }
+ }
+ return $pyvenvConfig
+}
+
+
+<# Begin Activate script --------------------------------------------------- #>
+
+# Determine the containing directory of this script
+$VenvExecPath = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$VenvExecDir = Get-Item -Path $VenvExecPath
+
+Write-Verbose "Activation script is located in path: '$VenvExecPath'"
+Write-Verbose "VenvExecDir Fullname: '$($VenvExecDir.FullName)"
+Write-Verbose "VenvExecDir Name: '$($VenvExecDir.Name)"
+
+# Set values required in priority: CmdLine, ConfigFile, Default
+# First, get the location of the virtual environment, it might not be
+# VenvExecDir if specified on the command line.
+if ($VenvDir) {
+ Write-Verbose "VenvDir given as parameter, using '$VenvDir' to determine values"
+}
+else {
+ Write-Verbose "VenvDir not given as a parameter, using parent directory name as VenvDir."
+ $VenvDir = $VenvExecDir.Parent.FullName.TrimEnd("\\/")
+ Write-Verbose "VenvDir=$VenvDir"
+}
+
+# Next, read the `pyvenv.cfg` file to determine any required value such
+# as `prompt`.
+$pyvenvCfg = Get-PyVenvConfig -ConfigDir $VenvDir
+
+# Next, set the prompt from the command line, or the config file, or
+# just use the name of the virtual environment folder.
+if ($Prompt) {
+ Write-Verbose "Prompt specified as argument, using '$Prompt'"
+}
+else {
+ Write-Verbose "Prompt not specified as argument to script, checking pyvenv.cfg value"
+ if ($pyvenvCfg -and $pyvenvCfg['prompt']) {
+ Write-Verbose " Setting based on value in pyvenv.cfg='$($pyvenvCfg['prompt'])'"
+ $Prompt = $pyvenvCfg['prompt'];
+ }
+ else {
+ Write-Verbose " Setting prompt based on parent's directory's name. (Is the directory name passed to venv module when creating the virtual environment)"
+ Write-Verbose " Got leaf-name of $VenvDir='$(Split-Path -Path $venvDir -Leaf)'"
+ $Prompt = Split-Path -Path $venvDir -Leaf
+ }
+}
+
+Write-Verbose "Prompt = '$Prompt'"
+Write-Verbose "VenvDir='$VenvDir'"
+
+# Deactivate any currently active virtual environment, but leave the
+# deactivate function in place.
+deactivate -nondestructive
+
+# Now set the environment variable VIRTUAL_ENV, used by many tools to determine
+# that there is an activated venv.
+$env:VIRTUAL_ENV = $VenvDir
+
+if (-not $Env:VIRTUAL_ENV_DISABLE_PROMPT) {
+
+ Write-Verbose "Setting prompt to '$Prompt'"
+
+ # Set the prompt to include the env name
+ # Make sure _OLD_VIRTUAL_PROMPT is global
+ function global:_OLD_VIRTUAL_PROMPT { "" }
+ Copy-Item -Path function:prompt -Destination function:_OLD_VIRTUAL_PROMPT
+ New-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Description "Python virtual environment prompt prefix" -Scope Global -Option ReadOnly -Visibility Public -Value $Prompt
+
+ function global:prompt {
+ Write-Host -NoNewline -ForegroundColor Green "($_PYTHON_VENV_PROMPT_PREFIX) "
+ _OLD_VIRTUAL_PROMPT
+ }
+ $env:VIRTUAL_ENV_PROMPT = $Prompt
+}
+
+# Clear PYTHONHOME
+if (Test-Path -Path Env:PYTHONHOME) {
+ Copy-Item -Path Env:PYTHONHOME -Destination Env:_OLD_VIRTUAL_PYTHONHOME
+ Remove-Item -Path Env:PYTHONHOME
+}
+
+# Add the venv to the PATH
+Copy-Item -Path Env:PATH -Destination Env:_OLD_VIRTUAL_PATH
+$Env:PATH = "$VenvExecDir$([System.IO.Path]::PathSeparator)$Env:PATH"
+
+# SIG # Begin signature block
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+# b3NvZnQgQ29ycG9yYXRpb24xMjAwBgNVBAMTKU1pY3Jvc29mdCBQdWJsaWMgUlNB
+# IFRpbWVzdGFtcGluZyBDQSAyMDIwAhMzAAAARhfkdXrK/drlAAAAAABGMA0GCWCG
+# SAFlAwQCAQUAoIIBLTAaBgkqhkiG9w0BCQMxDQYLKoZIhvcNAQkQAQQwLwYJKoZI
+# hvcNAQkEMSIEIHgwQkiMhul6IrfEKmPaCFR+R91oZOlPqVgP/9PPcfn+MIHdBgsq
+# hkiG9w0BCRACLzGBzTCByjCBxzCBoAQgEid2SJpUPj5xQm73M4vqDmVh1QR6TiuT
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+# Mni0rCuD57vEK/tzWZypHqWFikWLFVY11RwwDQYJKoZIhvcNAQELBQAEggIAnRBH
+# voM5+wbJp+aOwrrL8fi8Rv/eFV820Nhr+jMny73UscN60OWdcdcZDbjDlnDX1KEP
+# sNcEOFvaruHHrF4kDK8N0yemElNz63IgqhUoGoXXQKT2RgVg7T/kiQJH7zuaEjgB
+# YNniAZdXXJJ1C+uv2ZQzkGIEVIEA6pB5/xo4kFhrfkOrdGzqL8HXT/RZQDMn5Uzk
+# W+Sl2JmsyYBS4sgI9Ay3qT5nv+frzngbWlqx1dre21uj37Fgk5mWHJEdmY1nqTTd
+# 25j6oDLGPC8AS9wtgZBXggemKAXwyeOFFahXUFN7X7cbwTALy5aWjE/rqp+N5J7M
+# +YApl3aknUZ13KTXz9pfAF0uhmZimngvBHjijyctleF8HUP2RNAhS/l68OqW7oKi
+# Dqvb7tSHJbcnYkxo7dUq6ppfN51ah61ZsyMVG6SaH015+5QO1k50ohXcFff2GOuZ
+# d3Z9JOoAjIkeiVTNeRlPDlHtS0CSYu4ZKsWsst+0VY2R9rJBeoii9Xa0oiIggkYL
+# 1pHAPH0B1uLlvFcI6B+fAXe0OiCJodbO5lk8ZpvCG5WWYbjzp2c3B8PZGSBgEpSf
+# KYlVavvBAvaJCORUO7j8PyzzDINuzQorP9+i399ORjOnqeC92Cb0V12LcoqqtJaf
+# 7oSB86VOI0lfHnPUlLWvoiLHrFR5PsYkltOuPqU=
+# SIG # End signature block
diff --git a/.venv312/Scripts/activate b/.venv312/Scripts/activate
new file mode 100644
index 0000000..4ec118d
--- /dev/null
+++ b/.venv312/Scripts/activate
@@ -0,0 +1,76 @@
+# This file must be used with "source bin/activate" *from bash*
+# You cannot run it directly
+
+deactivate () {
+ # reset old environment variables
+ if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
+ PATH="${_OLD_VIRTUAL_PATH:-}"
+ export PATH
+ unset _OLD_VIRTUAL_PATH
+ fi
+ if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
+ PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+ export PYTHONHOME
+ unset _OLD_VIRTUAL_PYTHONHOME
+ fi
+
+ # Call hash to forget past locations. Without forgetting
+ # past locations the $PATH changes we made may not be respected.
+ # See "man bash" for more details. hash is usually a builtin of your shell
+ hash -r 2> /dev/null
+
+ if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+ PS1="${_OLD_VIRTUAL_PS1:-}"
+ export PS1
+ unset _OLD_VIRTUAL_PS1
+ fi
+
+ unset VIRTUAL_ENV
+ unset VIRTUAL_ENV_PROMPT
+ if [ ! "${1:-}" = "nondestructive" ] ; then
+ # Self destruct!
+ unset -f deactivate
+ fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+# on Windows, a path can contain colons and backslashes and has to be converted:
+case "$(uname)" in
+ CYGWIN*|MSYS*|MINGW*)
+ # transform D:\path\to\venv to /d/path/to/venv on MSYS and MINGW
+ # and to /cygdrive/d/path/to/venv on Cygwin
+ VIRTUAL_ENV=$(cygpath 'C:\Users\User\OneDrive\Desktop\RURAL MAPPER\Rural-Connectivity-Mapper-2026\.venv312')
+ export VIRTUAL_ENV
+ ;;
+ *)
+ # use the path as-is
+ export VIRTUAL_ENV='C:\Users\User\OneDrive\Desktop\RURAL MAPPER\Rural-Connectivity-Mapper-2026\.venv312'
+ ;;
+esac
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/"Scripts":$PATH"
+export PATH
+
+VIRTUAL_ENV_PROMPT='(.venv312) '
+export VIRTUAL_ENV_PROMPT
+
+# unset PYTHONHOME if set
+# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
+# could use `if (set -u; : $PYTHONHOME) ;` in bash
+if [ -n "${PYTHONHOME:-}" ] ; then
+ _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+ unset PYTHONHOME
+fi
+
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
+ _OLD_VIRTUAL_PS1="${PS1:-}"
+ PS1="("'(.venv312) '") ${PS1:-}"
+ export PS1
+fi
+
+# Call hash to forget past commands. Without forgetting
+# past commands the $PATH changes we made may not be respected
+hash -r 2> /dev/null
diff --git a/.venv312/Scripts/activate.bat b/.venv312/Scripts/activate.bat
new file mode 100644
index 0000000..933f803
--- /dev/null
+++ b/.venv312/Scripts/activate.bat
@@ -0,0 +1,34 @@
+@echo off
+
+rem This file is UTF-8 encoded, so we need to update the current code page while executing it
+for /f "tokens=2 delims=:." %%a in ('"%SystemRoot%\System32\chcp.com"') do (
+ set _OLD_CODEPAGE=%%a
+)
+if defined _OLD_CODEPAGE (
+ "%SystemRoot%\System32\chcp.com" 65001 > nul
+)
+
+set "VIRTUAL_ENV=C:\Users\User\OneDrive\Desktop\RURAL MAPPER\Rural-Connectivity-Mapper-2026\.venv312"
+
+if not defined PROMPT set PROMPT=$P$G
+
+if defined _OLD_VIRTUAL_PROMPT set PROMPT=%_OLD_VIRTUAL_PROMPT%
+if defined _OLD_VIRTUAL_PYTHONHOME set PYTHONHOME=%_OLD_VIRTUAL_PYTHONHOME%
+
+set _OLD_VIRTUAL_PROMPT=%PROMPT%
+set PROMPT=(.venv312) %PROMPT%
+
+if defined PYTHONHOME set _OLD_VIRTUAL_PYTHONHOME=%PYTHONHOME%
+set PYTHONHOME=
+
+if defined _OLD_VIRTUAL_PATH set PATH=%_OLD_VIRTUAL_PATH%
+if not defined _OLD_VIRTUAL_PATH set _OLD_VIRTUAL_PATH=%PATH%
+
+set "PATH=%VIRTUAL_ENV%\Scripts;%PATH%"
+set "VIRTUAL_ENV_PROMPT=(.venv312) "
+
+:END
+if defined _OLD_CODEPAGE (
+ "%SystemRoot%\System32\chcp.com" %_OLD_CODEPAGE% > nul
+ set _OLD_CODEPAGE=
+)
diff --git a/.venv312/Scripts/coverage-3.12.exe b/.venv312/Scripts/coverage-3.12.exe
new file mode 100644
index 0000000..169c95a
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diff --git a/.venv312/Scripts/coverage.exe b/.venv312/Scripts/coverage.exe
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index 0000000..1243dbf
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diff --git a/.venv312/Scripts/coverage3.exe b/.venv312/Scripts/coverage3.exe
new file mode 100644
index 0000000..169c95a
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diff --git a/.venv312/Scripts/deactivate.bat b/.venv312/Scripts/deactivate.bat
new file mode 100644
index 0000000..62a39a7
--- /dev/null
+++ b/.venv312/Scripts/deactivate.bat
@@ -0,0 +1,22 @@
+@echo off
+
+if defined _OLD_VIRTUAL_PROMPT (
+ set "PROMPT=%_OLD_VIRTUAL_PROMPT%"
+)
+set _OLD_VIRTUAL_PROMPT=
+
+if defined _OLD_VIRTUAL_PYTHONHOME (
+ set "PYTHONHOME=%_OLD_VIRTUAL_PYTHONHOME%"
+ set _OLD_VIRTUAL_PYTHONHOME=
+)
+
+if defined _OLD_VIRTUAL_PATH (
+ set "PATH=%_OLD_VIRTUAL_PATH%"
+)
+
+set _OLD_VIRTUAL_PATH=
+
+set VIRTUAL_ENV=
+set VIRTUAL_ENV_PROMPT=
+
+:END
diff --git a/.venv312/Scripts/docutils.exe b/.venv312/Scripts/docutils.exe
new file mode 100644
index 0000000..eab518b
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diff --git a/.venv312/Scripts/f2py.exe b/.venv312/Scripts/f2py.exe
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index 0000000..887e1d6
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diff --git a/.venv312/Scripts/flask.exe b/.venv312/Scripts/flask.exe
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index 0000000..4ae3d9a
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diff --git a/.venv312/Scripts/fonttools.exe b/.venv312/Scripts/fonttools.exe
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index 0000000..a6551e3
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diff --git a/.venv312/Scripts/normalizer.exe b/.venv312/Scripts/normalizer.exe
new file mode 100644
index 0000000..74439f6
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diff --git a/.venv312/Scripts/numpy-config.exe b/.venv312/Scripts/numpy-config.exe
new file mode 100644
index 0000000..a80549b
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diff --git a/.venv312/Scripts/pip.exe b/.venv312/Scripts/pip.exe
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diff --git a/.venv312/Scripts/pip3.12.exe b/.venv312/Scripts/pip3.12.exe
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diff --git a/.venv312/Scripts/py.test.exe b/.venv312/Scripts/py.test.exe
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index 0000000..582366a
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diff --git a/.venv312/Scripts/pybabel.exe b/.venv312/Scripts/pybabel.exe
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diff --git a/.venv312/Scripts/pyftmerge.exe b/.venv312/Scripts/pyftmerge.exe
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diff --git a/.venv312/Scripts/pyftsubset.exe b/.venv312/Scripts/pyftsubset.exe
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index 0000000..f5405de
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diff --git a/.venv312/Scripts/pygmentize.exe b/.venv312/Scripts/pygmentize.exe
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diff --git a/.venv312/Scripts/pytest.exe b/.venv312/Scripts/pytest.exe
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diff --git a/.venv312/Scripts/python.exe b/.venv312/Scripts/python.exe
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diff --git a/.venv312/Scripts/pythonw.exe b/.venv312/Scripts/pythonw.exe
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diff --git a/.venv312/Scripts/rst2html.exe b/.venv312/Scripts/rst2html.exe
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diff --git a/.venv312/Scripts/rst2html5.exe b/.venv312/Scripts/rst2html5.exe
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index 0000000..891a19a
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diff --git a/.venv312/Scripts/rst2latex.exe b/.venv312/Scripts/rst2latex.exe
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index 0000000..ee3e8e4
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diff --git a/.venv312/Scripts/rst2man.exe b/.venv312/Scripts/rst2man.exe
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index 0000000..1ec10e7
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diff --git a/.venv312/Scripts/rst2odt.exe b/.venv312/Scripts/rst2odt.exe
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index 0000000..73d3433
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diff --git a/.venv312/Scripts/rst2pseudoxml.exe b/.venv312/Scripts/rst2pseudoxml.exe
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diff --git a/.venv312/Scripts/rst2s5.exe b/.venv312/Scripts/rst2s5.exe
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diff --git a/.venv312/Scripts/rst2xetex.exe b/.venv312/Scripts/rst2xetex.exe
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index 0000000..210edd0
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diff --git a/.venv312/Scripts/rst2xml.exe b/.venv312/Scripts/rst2xml.exe
new file mode 100644
index 0000000..46a2f96
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diff --git a/.venv312/Scripts/speedtest-cli.exe b/.venv312/Scripts/speedtest-cli.exe
new file mode 100644
index 0000000..b3e7fb8
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diff --git a/.venv312/Scripts/speedtest.exe b/.venv312/Scripts/speedtest.exe
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diff --git a/.venv312/Scripts/ttx.exe b/.venv312/Scripts/ttx.exe
new file mode 100644
index 0000000..cbe18e5
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diff --git a/.venv312/pyvenv.cfg b/.venv312/pyvenv.cfg
new file mode 100644
index 0000000..b669f41
--- /dev/null
+++ b/.venv312/pyvenv.cfg
@@ -0,0 +1,5 @@
+home = C:\Users\User\AppData\Local\Programs\Python\Python312
+include-system-site-packages = false
+version = 3.12.10
+executable = C:\Users\User\AppData\Local\Programs\Python\Python312\python.exe
+command = C:\Users\User\AppData\Local\Programs\Python\Python312\python.exe -m venv C:\Users\User\OneDrive\Desktop\RURAL MAPPER\Rural-Connectivity-Mapper-2026\.venv312
diff --git a/.venv312/share/man/man1/ttx.1 b/.venv312/share/man/man1/ttx.1
new file mode 100644
index 0000000..bba23b5
--- /dev/null
+++ b/.venv312/share/man/man1/ttx.1
@@ -0,0 +1,225 @@
+.Dd May 18, 2004
+.\" ttx is not specific to any OS, but contrary to what groff_mdoc(7)
+.\" seems to imply, entirely omitting the .Os macro causes 'BSD' to
+.\" be used, so I give a zero-width space as its argument.
+.Os \&
+.\" The "FontTools Manual" argument apparently has no effect in
+.\" groff 1.18.1. I think it is a bug in the -mdoc groff package.
+.Dt TTX 1 "FontTools Manual"
+.Sh NAME
+.Nm ttx
+.Nd tool for manipulating TrueType and OpenType fonts
+.Sh SYNOPSIS
+.Nm
+.Bk
+.Op Ar option ...
+.Ek
+.Bk
+.Ar file ...
+.Ek
+.Sh DESCRIPTION
+.Nm
+is a tool for manipulating TrueType and OpenType fonts. It can convert
+TrueType and OpenType fonts to and from an
+.Tn XML Ns -based format called
+.Tn TTX .
+.Tn TTX
+files have a
+.Ql .ttx
+extension.
+.Pp
+For each
+.Ar file
+argument it is given,
+.Nm
+detects whether it is a
+.Ql .ttf ,
+.Ql .otf
+or
+.Ql .ttx
+file and acts accordingly: if it is a
+.Ql .ttf
+or
+.Ql .otf
+file, it generates a
+.Ql .ttx
+file; if it is a
+.Ql .ttx
+file, it generates a
+.Ql .ttf
+or
+.Ql .otf
+file.
+.Pp
+By default, every output file is created in the same directory as the
+corresponding input file and with the same name except for the
+extension, which is substituted appropriately.
+.Nm
+never overwrites existing files; if necessary, it appends a suffix to
+the output file name before the extension, as in
+.Pa Arial#1.ttf .
+.Ss "General options"
+.Bl -tag -width ".Fl t Ar table"
+.It Fl h
+Display usage information.
+.It Fl d Ar dir
+Write the output files to directory
+.Ar dir
+instead of writing every output file to the same directory as the
+corresponding input file.
+.It Fl o Ar file
+Write the output to
+.Ar file
+instead of writing it to the same directory as the
+corresponding input file.
+.It Fl v
+Be verbose. Write more messages to the standard output describing what
+is being done.
+.It Fl a
+Allow virtual glyphs ID's on compile or decompile.
+.El
+.Ss "Dump options"
+The following options control the process of dumping font files
+(TrueType or OpenType) to
+.Tn TTX
+files.
+.Bl -tag -width ".Fl t Ar table"
+.It Fl l
+List table information. Instead of dumping the font to a
+.Tn TTX
+file, display minimal information about each table.
+.It Fl t Ar table
+Dump table
+.Ar table .
+This option may be given multiple times to dump several tables at
+once. When not specified, all tables are dumped.
+.It Fl x Ar table
+Exclude table
+.Ar table
+from the list of tables to dump. This option may be given multiple
+times to exclude several tables from the dump. The
+.Fl t
+and
+.Fl x
+options are mutually exclusive.
+.It Fl s
+Split tables. Dump each table to a separate
+.Tn TTX
+file and write (under the name that would have been used for the output
+file if the
+.Fl s
+option had not been given) one small
+.Tn TTX
+file containing references to the individual table dump files. This
+file can be used as input to
+.Nm
+as long as the referenced files can be found in the same directory.
+.It Fl i
+.\" XXX: I suppose OpenType programs (exist and) are also affected.
+Don't disassemble TrueType instructions. When this option is specified,
+all TrueType programs (glyph programs, the font program and the
+pre-program) are written to the
+.Tn TTX
+file as hexadecimal data instead of
+assembly. This saves some time and results in smaller
+.Tn TTX
+files.
+.It Fl y Ar n
+When decompiling a TrueType Collection (TTC) file,
+decompile font number
+.Ar n ,
+starting from 0.
+.El
+.Ss "Compilation options"
+The following options control the process of compiling
+.Tn TTX
+files into font files (TrueType or OpenType):
+.Bl -tag -width ".Fl t Ar table"
+.It Fl m Ar fontfile
+Merge the input
+.Tn TTX
+file
+.Ar file
+with
+.Ar fontfile .
+No more than one
+.Ar file
+argument can be specified when this option is used.
+.It Fl b
+Don't recalculate glyph bounding boxes. Use the values in the
+.Tn TTX
+file as is.
+.El
+.Sh "THE TTX FILE FORMAT"
+You can find some information about the
+.Tn TTX
+file format in
+.Pa documentation.html .
+In particular, you will find in that file the list of tables understood by
+.Nm
+and the relations between TrueType GlyphIDs and the glyph names used in
+.Tn TTX
+files.
+.Sh EXAMPLES
+In the following examples, all files are read from and written to the
+current directory. Additionally, the name given for the output file
+assumes in every case that it did not exist before
+.Nm
+was invoked.
+.Pp
+Dump the TrueType font contained in
+.Pa FreeSans.ttf
+to
+.Pa FreeSans.ttx :
+.Pp
+.Dl ttx FreeSans.ttf
+.Pp
+Compile
+.Pa MyFont.ttx
+into a TrueType or OpenType font file:
+.Pp
+.Dl ttx MyFont.ttx
+.Pp
+List the tables in
+.Pa FreeSans.ttf
+along with some information:
+.Pp
+.Dl ttx -l FreeSans.ttf
+.Pp
+Dump the
+.Sq cmap
+table from
+.Pa FreeSans.ttf
+to
+.Pa FreeSans.ttx :
+.Pp
+.Dl ttx -t cmap FreeSans.ttf
+.Sh NOTES
+On MS\-Windows and MacOS,
+.Nm
+is available as a graphical application to which files can be dropped.
+.Sh SEE ALSO
+.Pa documentation.html
+.Pp
+.Xr fontforge 1 ,
+.Xr ftinfo 1 ,
+.Xr gfontview 1 ,
+.Xr xmbdfed 1 ,
+.Xr Font::TTF 3pm
+.Sh AUTHORS
+.Nm
+was written by
+.An -nosplit
+.An "Just van Rossum" Aq just@letterror.com .
+.Pp
+This manual page was written by
+.An "Florent Rougon" Aq f.rougon@free.fr
+for the Debian GNU/Linux system based on the existing FontTools
+documentation. It may be freely used, modified and distributed without
+restrictions.
+.\" For Emacs:
+.\" Local Variables:
+.\" fill-column: 72
+.\" sentence-end: "[.?!][]\"')}]*\\($\\| $\\| \\| \\)[ \n]*"
+.\" sentence-end-double-space: t
+.\" End:
\ No newline at end of file
diff --git a/.venv312/share/xyzservices/providers.json b/.venv312/share/xyzservices/providers.json
new file mode 100644
index 0000000..8cd491c
--- /dev/null
+++ b/.venv312/share/xyzservices/providers.json
@@ -0,0 +1,18134 @@
+{
+ "OpenStreetMap": {
+ "Mapnik": {
+ "url": "https://tile.openstreetmap.org/{z}/{x}/{y}.png",
+ "max_zoom": 19,
+ "html_attribution": "© OpenStreetMap contributors",
+ "attribution": "(C) OpenStreetMap contributors",
+ "name": "OpenStreetMap.Mapnik"
+ },
+ "DE": {
+ "url": "https://tile.openstreetmap.de/{z}/{x}/{y}.png",
+ "max_zoom": 18,
+ "html_attribution": "© OpenStreetMap contributors",
+ "attribution": "(C) OpenStreetMap contributors",
+ "name": "OpenStreetMap.DE"
+ },
+ "CH": {
+ "url": "https://tile.osm.ch/switzerland/{z}/{x}/{y}.png",
+ "max_zoom": 18,
+ "html_attribution": "© OpenStreetMap contributors",
+ "attribution": "(C) OpenStreetMap contributors",
+ "bounds": [
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diff --git a/.vscode/tasks.json b/.vscode/tasks.json
index 1e18c57..3c97795 100644
--- a/.vscode/tasks.json
+++ b/.vscode/tasks.json
@@ -11,6 +11,26 @@
},
"problemMatcher": []
},
+ {
+ "label": "Bootstrap: Create .venv310 (py -3.10)",
+ "type": "shell",
+ "command": "py",
+ "args": ["-3.10", "-m", "venv", ".venv310"],
+ "options": {
+ "cwd": "${workspaceFolder}"
+ },
+ "problemMatcher": []
+ },
+ {
+ "label": "Setup: Install CI deps (.venv310)",
+ "type": "process",
+ "command": ".\\.venv310\\Scripts\\python.exe",
+ "args": ["-m", "pip", "install", "-U", "pip", "-r", "requirements-ci.txt"],
+ "options": {
+ "cwd": "${workspaceFolder}"
+ },
+ "problemMatcher": []
+ },
{
"label": "Setup: Install deps + quick checks",
"type": "process",
@@ -36,6 +56,32 @@
"clear": true
}
},
+ {
+ "label": "Pytest (py310, no capture)",
+ "type": "process",
+ "command": ".\\.venv310\\Scripts\\python.exe",
+ "args": [
+ "-m",
+ "pytest",
+ "tests",
+ "-v",
+ "--rootdir",
+ "${workspaceFolder}",
+ "-c",
+ "${workspaceFolder}/pytest.ini",
+ "--capture=no"
+ ],
+ "options": {
+ "cwd": "${workspaceFolder}"
+ },
+ "group": "test",
+ "presentation": {
+ "reveal": "always",
+ "panel": "shared",
+ "clear": true
+ },
+ "problemMatcher": []
+ },
{
"label": "Pytest (repo, no capture)",
"type": "process",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index bb1c0bb..fa66e59 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -6,5 +6,5 @@ mypy>=1.0.0
pytest>=7.0.0
pytest-cov>=4.0.0
pre-commit>=3.0.0
-isort>=6.0.0
-bandit>=1.7.0
\ No newline at end of file
+isort>=5.12.0
+bandit>=1.7.0
diff --git a/requirements-geo.txt b/requirements-geo.txt
new file mode 100644
index 0000000..97f19c0
--- /dev/null
+++ b/requirements-geo.txt
@@ -0,0 +1,4 @@
+## Optional heavy geospatial stack
+## Install only if you need GeoDataFrame workflows / advanced spatial joins.
+
+geopandas>=0.14.0
diff --git a/requirements.txt b/requirements.txt
index b632027..f932246 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,8 +9,8 @@ geopy>=2.3.0
h3>=3.7.0
geohash2>=1.1
-# Heavier geospatial stack (may require native wheels on some platforms)
-geopandas>=0.14.0
+# Heavier geospatial stack (optional; may require native wheels on some platforms)
+# Install separately if you need GeoDataFrame workflows: `pip install -r requirements-geo.txt`
## Visualization / Dashboard
folium>=0.14.0
diff --git a/src/models/SpeedTest.py b/src/models/SpeedTest.py
index 26fedb5..c101a6a 100644
--- a/src/models/SpeedTest.py
+++ b/src/models/SpeedTest.py
@@ -70,7 +70,14 @@ def calculate_stability(self) -> float:
# Reduce score based on obstruction (for satellite connections)
# Obstruction penalty: configurable via OBSTRUCTION_WEIGHT
- obstruction_penalty = self.obstruction * self.OBSTRUCTION_WEIGHT
+ # Some upstream sources provide obstruction as a fraction (0.0-1.0)
+ # while others provide a percent (0.0-100.0). Treat values in (0, 1]
+ # as a fraction and convert to percent.
+ obstruction = float(self.obstruction or 0.0)
+ if 0.0 < obstruction <= 1.0:
+ obstruction *= 100.0
+
+ obstruction_penalty = obstruction * self.OBSTRUCTION_WEIGHT
score -= obstruction_penalty
# Ensure score is between 0 and 100