diff --git a/BitSearch/Bitsearch.Microservice/BitSearch/main.py b/BitSearch/Bitsearch.Microservice/BitSearch/main.py new file mode 100644 index 0000000..582067f --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/BitSearch/main.py @@ -0,0 +1,51 @@ +from flask import Flask, request +import flask.scaffold +flask.helpers._endpoint_from_view_func = flask.scaffold._endpoint_from_view_func +from flask_restful import Resource +import werkzeug +werkzeug.cached_property = werkzeug.utils.cached_property +from flask_restplus import Namespace, Resource, fields, Api +from flask import Blueprint +from twitter_pred import Predictor + + +app = Flask(__name__) +api = Api(app) +namespace = Namespace("test", "opis") +test_model = namespace.model("Test", { + 'result': fields.String( + readonly = True, + description = 'test message' + ) +}) +predictor = Predictor() + +@namespace.route('') +class Analysis(Resource): + @namespace.marshal_list_with(test_model) + @namespace.response(500, "error") + def get(self): + json = request.get_json() + + data = predictor.anylise([tweet["text"] for tweet in json['data']]) + return {"result": data} + + +blueprint = Blueprint('documented_api', __name__, url_prefix='/documented_api') + +api_extension = Api( + blueprint, + title='Flask RESTplus Demo', + version='1.0', + description='Application tutorial to demonstrate Flask RESTplus extension\ + for better project structure and auto generated documentation', + doc='/doc' +) +api_extension.add_namespace(namespace) +app.config['RESTPLUS_MASK_SWAGGER'] = False +app.register_blueprint(blueprint) + +api.add_resource(Analysis, "/analysis") + +if __name__ == "__main__": + app.run(debug=True) \ No newline at end of file diff --git a/BitSearch/Bitsearch.Microservice/BitSearch/model_pkl b/BitSearch/Bitsearch.Microservice/BitSearch/model_pkl new file mode 100644 index 0000000..e3a58bf Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/BitSearch/model_pkl differ diff --git a/BitSearch/Bitsearch.Microservice/BitSearch/twitter_pred.py b/BitSearch/Bitsearch.Microservice/BitSearch/twitter_pred.py new file mode 100644 index 0000000..82407ac --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/BitSearch/twitter_pred.py @@ -0,0 +1,76 @@ +# %% +import pickle +import re +import json +# %% + +class Predictor: + change_dict = { + # tokens + " username ": ['@\w+|@'], + " url ": ['http\S*'], + " emoji ": ["[;:][dbop\(\)\[\]]|[^\w][dbop\(\)\[\]][;:]|xd+|\S*&\S*", "[^\w\s,.?!:;#\'\"\(\)\$\-\+%\[\]\|]"], + " number ": ["[\+\-\$]?[\d]+[,\.\:k]?[\d]?[%]?"], + # standardization + ', ': ['\s,'], + '. ': ['\s\.'], + ' ': ['\s{2,}', '\n', '^rt[\s]+', '\s\:\s'], + "'": ["�"], + '?': ["\s\?"], + '!': ["\s\!"], + '".': ["\s\"\."], + '",': ["\s\"\,"], + '" ': ["\s\"\s"] + } + + def clean_lines(self, line, change_dict): + line = str(line).lower() + for change_to, change_regex_list in change_dict.items(): + for change_regex in change_regex_list: + line = re.sub(change_regex, change_to, line) + return line + + def get_rep_idx_to_cut_out_from_str(self, line): + occurence = 0 + idx_to_cut = [] + for idx, letter in enumerate(line): + if idx > 0: + occurence = occurence + 1 if line[idx - 1] == letter else 0 + if occurence >= 2: + idx_to_cut.append(idx) + return idx_to_cut + + def truncate_duplicated_letters_to_two(self, line): + idx_to_cut = self.get_rep_idx_to_cut_out_from_str(line) + str_out = '' + for i, s in enumerate(line): + if i not in idx_to_cut: + str_out += s + return str_out + + def clean_data(self, l): + text = [self.clean_lines(x, self.change_dict) for x in l] + text = [self.truncate_duplicated_letters_to_two(x).strip() for x in text] + return text + + def __init__(self): + with open('model_pkl' , 'rb') as f: + self.model = pickle.load(f) + # %% + with open('vectorizer_pkl' , 'rb') as f: + self.vectorizer = pickle.load(f) + + def anylise(self, text_to_predict): + # %% + text_to_predict = self.clean_data(text_to_predict) + test_matrix = self.vectorizer.transform(text_to_predict) + data_predicted = self.model.predict(test_matrix).tolist() + + # %% + positives = sum([1 for x in data_predicted if x == 1]) + negatives = sum([1 for x in data_predicted if x == -1]) + # %% + data_to_send = {"pos_perc": positives/(positives+negatives), + "neg_perc": negatives/(positives+negatives)} + + return data_to_send diff --git a/BitSearch/Bitsearch.Microservice/BitSearch/vectorizer_pkl b/BitSearch/Bitsearch.Microservice/BitSearch/vectorizer_pkl new file mode 100644 index 0000000..a4d03aa Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/BitSearch/vectorizer_pkl differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/Activate.ps1 b/BitSearch/Bitsearch.Microservice/Scripts/Activate.ps1 new file mode 100644 index 0000000..f09f7b8 --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/Scripts/Activate.ps1 @@ -0,0 +1,398 @@ +<# +.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 virutal 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 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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 "${ZSH_VERSION:-}" ] ; then + hash -r + fi + + if [ -n "${_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="J:\Desktop\Projekt\bitsearch" +export VIRTUAL_ENV + +_OLD_VIRTUAL_PATH="$PATH" +PATH="$VIRTUAL_ENV/Scripts:$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:-}" + if [ "x(bitsearch) " != x ] ; then + PS1="(bitsearch) ${PS1:-}" + else + if [ "`basename \"$VIRTUAL_ENV\"`" = "__" ] ; then + # special case for Aspen magic directories + # see https://aspen.io/ + PS1="[`basename \`dirname \"$VIRTUAL_ENV\"\``] $PS1" + else + PS1="(`basename \"$VIRTUAL_ENV\"`)$PS1" + fi + fi + 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 "${ZSH_VERSION:-}" ] ; then + hash -r +fi diff --git a/BitSearch/Bitsearch.Microservice/Scripts/activate.bat b/BitSearch/Bitsearch.Microservice/Scripts/activate.bat new file mode 100644 index 0000000..8e6e373 --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/Scripts/activate.bat @@ -0,0 +1,33 @@ +@echo off + +rem This file is UTF-8 encoded, so we need to update the current code page while executing it +for /f "tokens=2 delims=:." %%a in ('"%SystemRoot%\System32\chcp.com"') do ( + set _OLD_CODEPAGE=%%a +) +if defined _OLD_CODEPAGE ( + "%SystemRoot%\System32\chcp.com" 65001 > nul +) + +set VIRTUAL_ENV=J:\Desktop\Projekt\bitsearch + +if not defined PROMPT set PROMPT=$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=(bitsearch) %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% + +:END +if defined _OLD_CODEPAGE ( + "%SystemRoot%\System32\chcp.com" %_OLD_CODEPAGE% > nul + set _OLD_CODEPAGE= +) diff --git a/BitSearch/Bitsearch.Microservice/Scripts/deactivate.bat b/BitSearch/Bitsearch.Microservice/Scripts/deactivate.bat new file mode 100644 index 0000000..1205c61 --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/Scripts/deactivate.bat @@ -0,0 +1,21 @@ +@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= + +:END diff --git a/BitSearch/Bitsearch.Microservice/Scripts/f2py.exe b/BitSearch/Bitsearch.Microservice/Scripts/f2py.exe new file mode 100644 index 0000000..40b5623 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/f2py.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/flask.exe b/BitSearch/Bitsearch.Microservice/Scripts/flask.exe new file mode 100644 index 0000000..bb1730f Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/flask.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/jsonschema.exe b/BitSearch/Bitsearch.Microservice/Scripts/jsonschema.exe new file mode 100644 index 0000000..3c57616 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/jsonschema.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/pip.exe b/BitSearch/Bitsearch.Microservice/Scripts/pip.exe new file mode 100644 index 0000000..9b9bbd3 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/pip.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/pip3.8.exe b/BitSearch/Bitsearch.Microservice/Scripts/pip3.8.exe new file mode 100644 index 0000000..9b9bbd3 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/pip3.8.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/pip3.exe b/BitSearch/Bitsearch.Microservice/Scripts/pip3.exe new file mode 100644 index 0000000..9b9bbd3 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/pip3.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/python.exe b/BitSearch/Bitsearch.Microservice/Scripts/python.exe new file mode 100644 index 0000000..7dad4f8 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/python.exe differ diff --git a/BitSearch/Bitsearch.Microservice/Scripts/pythonw.exe b/BitSearch/Bitsearch.Microservice/Scripts/pythonw.exe new file mode 100644 index 0000000..df52032 Binary files /dev/null and b/BitSearch/Bitsearch.Microservice/Scripts/pythonw.exe differ diff --git a/BitSearch/Bitsearch.Microservice/pyvenv.cfg b/BitSearch/Bitsearch.Microservice/pyvenv.cfg new file mode 100644 index 0000000..b233e77 --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/pyvenv.cfg @@ -0,0 +1,3 @@ +home = C:\software\python3 +include-system-site-packages = false +version = 3.8.10 diff --git a/BitSearch/Bitsearch.Microservice/requirements.txt b/BitSearch/Bitsearch.Microservice/requirements.txt new file mode 100644 index 0000000..88cd879 --- /dev/null +++ b/BitSearch/Bitsearch.Microservice/requirements.txt @@ -0,0 +1,23 @@ +aniso8601==9.0.1 +attrs==21.4.0 +click==8.0.3 +colorama==0.4.4 +Flask==2.0.2 +Flask-RESTful==0.3.9 +flask-restplus==0.13.0 +importlib-resources==5.4.0 +itsdangerous==2.0.1 +Jinja2==3.0.3 +joblib==1.1.0 +jsonschema==4.4.0 +MarkupSafe==2.0.1 +numpy==1.22.1 +pyrsistent==0.18.1 +pytz==2021.3 +scikit-learn==1.0.2 +scipy==1.7.3 +six==1.16.0 +sklearn==0.0 +threadpoolctl==3.0.0 +Werkzeug==2.0.2 +zipp==3.7.0