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.gitattributes

@@ -33,3 +33,70 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+env/bin/python filter=lfs diff=lfs merge=lfs -text
+env/bin/python3 filter=lfs diff=lfs merge=lfs -text
+env/bin/python3.9 filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/PIL/.dylibs/libfreetype.6.dylib filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/PIL/.dylibs/libharfbuzz.0.dylib filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/cryptography/hazmat/bindings/_rust.abi3.so filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/mlflow/server/js/build/static/js/850.191b69b2.chunk.js.map filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/mlflow/server/js/build/static/js/main.869400b7.js.map filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/numpy/.dylibs/libgfortran.5.dylib filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/numpy/.dylibs/libopenblas64_.0.dylib filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/numpy/core/_simd.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
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+env/lib/python3.9/site-packages/pandas/_libs/groupby.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
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+env/lib/python3.9/site-packages/pandas/_libs/join.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
+env/lib/python3.9/site-packages/pandas/_libs/tslibs/offsets.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
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+venv/lib/python3.9/site-packages/pandas/_libs/interval.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
+venv/lib/python3.9/site-packages/pandas/_libs/join.cpython-39-darwin.so filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -1,12 +1,7 @@
 ---
-title: Winemakers Diemma
-emoji: 👀
-colorFrom: purple
-colorTo: gray
+title: Winemakers-Diemma
+app_file: wine_decision_app.py
 sdk: gradio
 sdk_version: 4.27.0
-app_file: app.py
-pinned: false
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Winemakers-Dilemma

data_preparation_3.py

@@ -0,0 +1,78 @@
+import pandas as pd
+from sklearn.model_selection import train_test_split
+from sklearn.preprocessing import StandardScaler
+from sklearn.ensemble import RandomForestClassifier
+from sklearn.metrics import classification_report, confusion_matrix
+from imblearn.over_sampling import SMOTE
+from imblearn.pipeline import Pipeline as imbpipeline
+import mlflow
+import dagshub
+
+# Initialize DagsHub and MLflow for tracking
+dagshub.init(repo_owner='alaa.hussein401', repo_name='Winemakers-Dilemma', mlflow=True)
+mlflow.set_tracking_uri('https://dagshub.com/alaa.hussein401/Winemakers-Dilemma.mlflow')
+
+# Start an MLflow run
+with mlflow.start_run():
+    # Load the dataset
+    df = pd.read_csv('vineyard_weather_1948-2017.csv')
+
+    # Preprocess and feature engineering
+    df['DATE'] = pd.to_datetime(df['DATE'], format='%Y-%m-%d')
+    df['year'] = df['DATE'].dt.year
+    df['week_of_year'] = df['DATE'].dt.isocalendar().week
+
+    # Filter data for weeks 35 to 40
+    df_filtered = df[(df['week_of_year'] >= 35) & (df['week_of_year'] <= 40)]
+
+    # Aggregate data by year and week number
+    weekly_data = df_filtered.groupby(['year', 'week_of_year']).agg({
+        'PRCP': 'sum',
+        'TMAX': 'mean',
+        'TMIN': 'mean',
+    }).reset_index()
+
+    # Feature engineering
+    weekly_data['PRCP_lag1'] = weekly_data['PRCP'].shift(1)
+    weekly_data['PRCP_lag2'] = weekly_data['PRCP'].shift(2)
+    weekly_data['PRCP_MA3'] = weekly_data['PRCP'].rolling(window=3).mean()
+
+    # Drop rows with NaN values that were created by shifts and rolling means
+    weekly_data.dropna(inplace=True)
+
+    # Select features for training
+    features = ['TMAX', 'TMIN', 'PRCP_lag1', 'PRCP_lag2', 'PRCP_MA3']
+    X = weekly_data[features]
+    y = (weekly_data['PRCP'] >= 0.35).astype(int)
+
+    # Split into train and test sets
+    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
+
+    # Create a pipeline that first standardizes the data, then applies SMOTE, and finally fits the model
+    pipeline = imbpipeline([
+        ('scaler', StandardScaler()),
+        ('smote', SMOTE(random_state=42)),
+        ('classifier', RandomForestClassifier(n_estimators=200, random_state=42))
+    ])
+
+    # Fit the pipeline
+    pipeline.fit(X_train, y_train)
+
+    # Make predictions
+    y_pred = pipeline.predict(X_test)
+
+    # Log parameters, metrics, and artifacts
+    mlflow.log_params(pipeline.named_steps['classifier'].get_params())
+    mlflow.log_metric('accuracy', pipeline.score(X_test, y_test))
+    
+    # Generate and log classification report
+    report = classification_report(y_test, y_pred)
+    mlflow.log_text(report, 'classification_report_3.txt')
+
+    # Generate and log confusion matrix
+    conf_matrix = confusion_matrix(y_test, y_pred)
+    mlflow.log_text(str(conf_matrix), 'confusion_matrix_3.txt')
+
+    # Print the classification report and confusion matrix
+    print(report)
+    print(conf_matrix)

env/bin/Activate.ps1

@@ -0,0 +1,241 @@
+<#
+.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 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
+    }
+}
+
+# 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"

env/bin/activate

@@ -0,0 +1,66 @@
+# 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
+
+    # This should detect bash and zsh, which have a hash command that must
+    # be called to get it to forget past commands.  Without forgetting
+    # past commands the $PATH changes we made may not be respected
+    if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+        hash -r 2> /dev/null
+    fi
+
+    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+        PS1="${_OLD_VIRTUAL_PS1:-}"
+        export PS1
+        unset _OLD_VIRTUAL_PS1
+    fi
+
+    unset VIRTUAL_ENV
+    if [ ! "${1:-}" = "nondestructive" ] ; then
+    # Self destruct!
+        unset -f deactivate
+    fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+VIRTUAL_ENV="/Users/alaahussein/Code/Winemakers-Dilemma/env"
+export VIRTUAL_ENV
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/bin:$PATH"
+export PATH
+
+# 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="(env) ${PS1:-}"
+    export PS1
+fi
+
+# This should detect bash and zsh, which have a hash command that must
+# be called to get it to forget past commands.  Without forgetting
+# past commands the $PATH changes we made may not be respected
+if [ -n "${BASH:-}" -o -n "${ZSH_VERSION:-}" ] ; then
+    hash -r 2> /dev/null
+fi

env/bin/activate.csh

@@ -0,0 +1,25 @@
+# This file must be used with "source bin/activate.csh" *from csh*.
+# You cannot run it directly.
+# Created by Davide Di Blasi <davidedb@gmail.com>.
+# Ported to Python 3.3 venv by Andrew Svetlov <andrew.svetlov@gmail.com>
+
+alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; test "\!:*" != "nondestructive" && unalias deactivate'
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+setenv VIRTUAL_ENV "/Users/alaahussein/Code/Winemakers-Dilemma/env"
+
+set _OLD_VIRTUAL_PATH="$PATH"
+setenv PATH "$VIRTUAL_ENV/bin:$PATH"
+
+
+set _OLD_VIRTUAL_PROMPT="$prompt"
+
+if (! "$?VIRTUAL_ENV_DISABLE_PROMPT") then
+    set prompt = "(env) $prompt"
+endif
+
+alias pydoc python -m pydoc
+
+rehash

env/bin/activate.fish

@@ -0,0 +1,64 @@
+# This file must be used with "source <venv>/bin/activate.fish" *from fish*
+# (https://fishshell.com/); you cannot run it directly.
+
+function deactivate  -d "Exit virtual environment and return to normal shell environment"
+    # reset old environment variables
+    if test -n "$_OLD_VIRTUAL_PATH"
+        set -gx PATH $_OLD_VIRTUAL_PATH
+        set -e _OLD_VIRTUAL_PATH
+    end
+    if test -n "$_OLD_VIRTUAL_PYTHONHOME"
+        set -gx PYTHONHOME $_OLD_VIRTUAL_PYTHONHOME
+        set -e _OLD_VIRTUAL_PYTHONHOME
+    end
+
+    if test -n "$_OLD_FISH_PROMPT_OVERRIDE"
+        functions -e fish_prompt
+        set -e _OLD_FISH_PROMPT_OVERRIDE
+        functions -c _old_fish_prompt fish_prompt
+        functions -e _old_fish_prompt
+    end
+
+    set -e VIRTUAL_ENV
+    if test "$argv[1]" != "nondestructive"
+        # Self-destruct!
+        functions -e deactivate
+    end
+end
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+set -gx VIRTUAL_ENV "/Users/alaahussein/Code/Winemakers-Dilemma/env"
+
+set -gx _OLD_VIRTUAL_PATH $PATH
+set -gx PATH "$VIRTUAL_ENV/bin" $PATH
+
+# Unset PYTHONHOME if set.
+if set -q PYTHONHOME
+    set -gx _OLD_VIRTUAL_PYTHONHOME $PYTHONHOME
+    set -e PYTHONHOME
+end
+
+if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
+    # fish uses a function instead of an env var to generate the prompt.
+
+    # Save the current fish_prompt function as the function _old_fish_prompt.
+    functions -c fish_prompt _old_fish_prompt
+
+    # With the original prompt function renamed, we can override with our own.
+    function fish_prompt
+        # Save the return status of the last command.
+        set -l old_status $status
+
+        # Output the venv prompt; color taken from the blue of the Python logo.
+        printf "%s%s%s" (set_color 4B8BBE) "(env) " (set_color normal)
+
+        # Restore the return status of the previous command.
+        echo "exit $old_status" | .
+        # Output the original/"old" prompt.
+        _old_fish_prompt
+    end
+
+    set -gx _OLD_FISH_PROMPT_OVERRIDE "$VIRTUAL_ENV"
+end

env/bin/alembic

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from alembic.config import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/celery

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from celery.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/cmark

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from commonmark.cmark import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/dagshub

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from dagshub.common.cli import cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli())

env/bin/distro

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from distro.distro import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/dul-receive-pack

@@ -0,0 +1,31 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# dul-receive-pack - git-receive-pack in python
+# Copyright (C) 2008 John Carr <john.carr@unrouted.co.uk>
+#
+# Dulwich is dual-licensed under the Apache License, Version 2.0 and the GNU
+# General Public License as public by the Free Software Foundation; version 2.0
+# or (at your option) any later version. You can redistribute it and/or
+# modify it under the terms of either of these two licenses.
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# You should have received a copy of the licenses; if not, see
+# <http://www.gnu.org/licenses/> for a copy of the GNU General Public License
+# and <http://www.apache.org/licenses/LICENSE-2.0> for a copy of the Apache
+# License, Version 2.0.
+#
+
+import os
+import sys
+
+from dulwich.porcelain import receive_pack
+
+if len(sys.argv) < 2:
+    sys.stderr.write("usage: %s <git-dir>\n" % os.path.basename(sys.argv[0]))
+    sys.exit(1)
+
+sys.exit(receive_pack(sys.argv[1]))

env/bin/dul-upload-pack

@@ -0,0 +1,31 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# dul-upload-pack - git-upload-pack in python
+# Copyright (C) 2008 John Carr <john.carr@unrouted.co.uk>
+#
+# Dulwich is dual-licensed under the Apache License, Version 2.0 and the GNU
+# General Public License as public by the Free Software Foundation; version 2.0
+# or (at your option) any later version. You can redistribute it and/or
+# modify it under the terms of either of these two licenses.
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# You should have received a copy of the licenses; if not, see
+# <http://www.gnu.org/licenses/> for a copy of the GNU General Public License
+# and <http://www.apache.org/licenses/LICENSE-2.0> for a copy of the Apache
+# License, Version 2.0.
+#
+
+import os
+import sys
+
+from dulwich.porcelain import upload_pack
+
+if len(sys.argv) < 2:
+    sys.stderr.write("usage: %s <git-dir>\n" % os.path.basename(sys.argv[0]))
+    sys.exit(1)
+
+sys.exit(upload_pack(sys.argv[1]))

env/bin/dulwich

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from dulwich.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/dvc

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from dvc.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/dvc-data

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from dvc_data.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/f2py

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/flask

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from flask.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/fonttools

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/gql-cli

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from gql.cli import gql_cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(gql_cli())

env/bin/gto

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from gto.cli import app
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(app())

env/bin/gunicorn

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from gunicorn.app.wsgiapp import run
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(run())

env/bin/httpx

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from httpx import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/jp.py

@@ -0,0 +1,54 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+
+import sys
+import json
+import argparse
+from pprint import pformat
+
+import jmespath
+from jmespath import exceptions
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('expression')
+    parser.add_argument('-f', '--filename',
+                        help=('The filename containing the input data.  '
+                              'If a filename is not given then data is '
+                              'read from stdin.'))
+    parser.add_argument('--ast', action='store_true',
+                        help=('Pretty print the AST, do not search the data.'))
+    args = parser.parse_args()
+    expression = args.expression
+    if args.ast:
+        # Only print the AST
+        expression = jmespath.compile(args.expression)
+        sys.stdout.write(pformat(expression.parsed))
+        sys.stdout.write('\n')
+        return 0
+    if args.filename:
+        with open(args.filename, 'r') as f:
+            data = json.load(f)
+    else:
+        data = sys.stdin.read()
+        data = json.loads(data)
+    try:
+        sys.stdout.write(json.dumps(
+            jmespath.search(expression, data), indent=4, ensure_ascii=False))
+        sys.stdout.write('\n')
+    except exceptions.ArityError as e:
+        sys.stderr.write("invalid-arity: %s\n" % e)
+        return 1
+    except exceptions.JMESPathTypeError as e:
+        sys.stderr.write("invalid-type: %s\n" % e)
+        return 1
+    except exceptions.UnknownFunctionError as e:
+        sys.stderr.write("unknown-function: %s\n" % e)
+        return 1
+    except exceptions.ParseError as e:
+        sys.stderr.write("syntax-error: %s\n" % e)
+        return 1
+
+
+if __name__ == '__main__':
+    sys.exit(main())

env/bin/mako-render

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from mako.cmd import cmdline
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cmdline())

env/bin/markdown-it

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from markdown_it.cli.parse import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/markdown_py

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from markdown.__main__ import run
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(run())

env/bin/mlflow

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from mlflow.cli import cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli())

env/bin/normalizer

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer.cli import cli_detect
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli_detect())

env/bin/pip

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pip3

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pip3.10

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pip3.9

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pyftmerge

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.merge import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pyftsubset

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.subset import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pygmentize

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pygments.cmdline import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/pygrun

@@ -0,0 +1,164 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+__author__ = 'jszheng'
+import optparse
+import sys
+import os
+import importlib
+from antlr4 import *
+
+
+# this is a python version of TestRig
+def beautify_lisp_string(in_string):
+    indent_size = 3
+    add_indent = ' '*indent_size
+    out_string = in_string[0]  # no indent for 1st (
+    indent = ''
+    for i in range(1, len(in_string)):
+        if in_string[i] == '(' and in_string[i+1] != ' ':
+            indent += add_indent
+            out_string += "\n" + indent + '('
+        elif in_string[i] == ')':
+            out_string += ')'
+            if len(indent) > 0:
+                indent = indent.replace(add_indent, '', 1)
+        else:
+            out_string += in_string[i]
+    return out_string
+
+
+if __name__ == '__main__':
+
+    #############################################################
+    # parse options
+    # not support -gui -encoding -ps
+    #############################################################
+    usage = "Usage: %prog [options] Grammar_Name Start_Rule"
+    parser = optparse.OptionParser(usage=usage)
+    # parser.add_option('-t', '--tree',
+    #                   dest="out_file",
+    #                   default="default.out",
+    #                   help='set output file name',
+    #                   )
+    parser.add_option('-t', '--tree',
+                      default=False,
+                      action='store_true',
+                      help='Print AST tree'
+                      )
+    parser.add_option('-k', '--tokens',
+                      dest="token",
+                      default=False,
+                      action='store_true',
+                      help='Show Tokens'
+                      )
+    parser.add_option('-s', '--sll',
+                      dest="sll",
+                      default=False,
+                      action='store_true',
+                      help='Show SLL'
+                      )
+    parser.add_option('-d', '--diagnostics',
+                      dest="diagnostics",
+                      default=False,
+                      action='store_true',
+                      help='Enable diagnostics error listener'
+                      )
+    parser.add_option('-a', '--trace',
+                      dest="trace",
+                      default=False,
+                      action='store_true',
+                      help='Enable Trace'
+                      )
+
+    options, remainder = parser.parse_args()
+    if len(remainder) < 2:
+        print('ERROR: You have to provide at least 2 arguments!')
+        parser.print_help()
+        exit(1)
+    else:
+        grammar = remainder.pop(0)
+        start_rule = remainder.pop(0)
+        file_list = remainder
+
+    #############################################################
+    # check and load antlr generated files
+    #############################################################
+    # dynamic load the module and class
+    lexerName = grammar + 'Lexer'
+    parserName = grammar + 'Parser'
+    # check if the generate file exist
+    lexer_file = lexerName + '.py'
+    parser_file = parserName + '.py'
+    if not os.path.exists(lexer_file):
+        print("[ERROR] Can't find lexer file {}!".format(lexer_file))
+        print(os.path.realpath('.'))
+        exit(1)
+    if not os.path.exists(parser_file):
+        print("[ERROR] Can't find parser file {}!".format(lexer_file))
+        print(os.path.realpath('.'))
+        exit(1)
+
+    # current directory is where the generated file loaded
+    # the script might be in different place.
+    sys.path.append('.')
+    # print(sys.path)
+
+    # print("Load Lexer {}".format(lexerName))
+    module_lexer = __import__(lexerName, globals(), locals(), lexerName)
+    class_lexer = getattr(module_lexer, lexerName)
+    # print(class_lexer)
+
+    # print("Load Parser {}".format(parserName))
+    module_parser = __import__(parserName, globals(), locals(), parserName)
+    class_parser = getattr(module_parser, parserName)
+    # print(class_parser)
+
+    #############################################################
+    # main process steps.
+    #############################################################
+    def process(input_stream, class_lexer, class_parser):
+        lexer = class_lexer(input_stream)
+        token_stream = CommonTokenStream(lexer)
+        token_stream.fill()
+        if options.token:  # need to show token
+            for tok in token_stream.tokens:
+                print(tok)
+        if start_rule == 'tokens':
+            return
+
+        parser = class_parser(token_stream)
+
+        if options.diagnostics:
+            parser.addErrorListener(DiagnosticErrorListener())
+            parser._interp.predictionMode = PredictionMode.LL_EXACT_AMBIG_DETECTION
+        if options.tree:
+            parser.buildParseTrees = True
+        if options.sll:
+            parser._interp.predictionMode = PredictionMode.SLL
+        #parser.setTokenStream(token_stream)
+        parser.setTrace(options.trace)
+        if hasattr(parser, start_rule):
+            func_start_rule = getattr(parser, start_rule)
+            parser_ret = func_start_rule()
+            if options.tree:
+                lisp_tree_str = parser_ret.toStringTree(recog=parser)
+                print(beautify_lisp_string(lisp_tree_str))
+        else:
+            print("[ERROR] Can't find start rule '{}' in parser '{}'".format(start_rule, parserName))
+
+    #############################################################
+    # use stdin if not provide file as input stream
+    #############################################################
+    if len(file_list) == 0:
+        input_stream = InputStream(sys.stdin.read())
+        process(input_stream, class_lexer, class_parser)
+        exit(0)
+
+    #############################################################
+    # iterate all input file
+    #############################################################
+    for file_name in file_list:
+        if os.path.exists(file_name) and os.path.isfile(file_name):
+            input_stream = FileStream(file_name)
+            process(input_stream, class_lexer, class_parser)
+        else:
+            print("[ERROR] file {} not exist".format(os.path.normpath(file_name)))

env/bin/pysemver

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from semver.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/python

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65c410f698680428ce0db761751ceb4431231128fa3eaa4c5f2d97052d277c9
+size 4003360

env/bin/python3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65c410f698680428ce0db761751ceb4431231128fa3eaa4c5f2d97052d277c9
+size 4003360

env/bin/python3.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65c410f698680428ce0db761751ceb4431231128fa3eaa4c5f2d97052d277c9
+size 4003360

env/bin/shortuuid

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from shortuuid.cli import cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli())

env/bin/shtab

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from shtab.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/sqlformat

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from sqlparse.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/tabulate

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from tabulate import _main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(_main())

env/bin/tqdm

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from tqdm.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

env/bin/ttx

@@ -0,0 +1,8 @@
+#!/Users/alaahussein/Code/Winemakers-Dilemma/env/bin/python3
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.ttx import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())