lab 1 #1

Merged
Arutunyan-Dmitry merged 1 commits from lab1 into main 2024-09-27 23:19:16 +04:00
39 changed files with 3343 additions and 11 deletions

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.gitignore vendored
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@ -1,4 +1,103 @@
# ---> Python
# Created by https://www.toptal.com/developers/gitignore/api/python,pycharm+all
# Edit at https://www.toptal.com/developers/gitignore?templates=python,pycharm+all
### PyCharm+all ###
# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
# User-specific stuff
.idea/**/workspace.xml
.idea/**/tasks.xml
.idea/**/usage.statistics.xml
.idea/**/dictionaries
.idea/**/shelf
# AWS User-specific
.idea/**/aws.xml
# Generated files
.idea/**/contentModel.xml
# Sensitive or high-churn files
.idea/**/dataSources/
.idea/**/dataSources.ids
.idea/**/dataSources.local.xml
.idea/**/sqlDataSources.xml
.idea/**/dynamic.xml
.idea/**/uiDesigner.xml
.idea/**/dbnavigator.xml
# Gradle
.idea/**/gradle.xml
.idea/**/libraries
# Gradle and Maven with auto-import
# When using Gradle or Maven with auto-import, you should exclude module files,
# since they will be recreated, and may cause churn. Uncomment if using
# auto-import.
# .idea/artifacts
# .idea/compiler.xml
# .idea/jarRepositories.xml
# .idea/modules.xml
# .idea/*.iml
# .idea/modules
# *.iml
# *.ipr
# CMake
cmake-build-*/
# Mongo Explorer plugin
.idea/**/mongoSettings.xml
# File-based project format
*.iws
# IntelliJ
out/
# mpeltonen/sbt-idea plugin
.idea_modules/
# JIRA plugin
atlassian-ide-plugin.xml
# Cursive Clojure plugin
.idea/replstate.xml
# SonarLint plugin
.idea/sonarlint/
# Crashlytics plugin (for Android Studio and IntelliJ)
com_crashlytics_export_strings.xml
crashlytics.properties
crashlytics-build.properties
fabric.properties
# Editor-based Rest Client
.idea/httpRequests
# Android studio 3.1+ serialized cache file
.idea/caches/build_file_checksums.ser
### PyCharm+all Patch ###
# Ignores the whole .idea folder and all .iml files
# See https://github.com/joeblau/gitignore.io/issues/186 and https://github.com/joeblau/gitignore.io/issues/360
.idea/*
# Reason: https://github.com/joeblau/gitignore.io/issues/186#issuecomment-249601023
*.iml
modules.xml
.idea/misc.xml
*.ipr
# Sonarlint plugin
.idea/sonarlint
### Python ###
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
@ -102,15 +201,7 @@ ipython_config.py
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/#use-with-ide
.pdm.toml
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
__pypackages__/
# Celery stuff
@ -154,9 +245,34 @@ dmypy.json
cython_debug/
# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/
### VisualStudioCode ###
.vscode/*
!.vscode/settings.json
!.vscode/tasks.json
!.vscode/launch.json
!.vscode/extensions.json
!.vscode/*.code-snippets
# Local History for Visual Studio Code
.history/
# Built Visual Studio Code Extensions
*.vsix
### VisualStudioCode Patch ###
# Ignore all local history of files
.history
.ionide
# End of https://www.toptal.com/developers/gitignore/api/python,pycharm+all
# JS
node_modules/
test.csv

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<#
.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"
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# kvIOZ7viK9fcAkK9zS3eKPUA6mGQS11yEnEhRUZbrrsG1uHQO+gSO2SgyLs8+3vX
# /8+YEl1IkGbw4/oeLavq79jULQqZ6/00n0E0nFDmbprjFK4wUX4CoIqt8AAWCt4F
# Az8XwvYxa63A2JQmeDzDAWR4lfNbREQaC3MdnqbnvQIBQUspJsn3t7zxU+ubzCez
# kCkk+7Tt5FFCP9OJvc/BEv3HcXrTAoZ4VFfAwL9K1DQ4A3hbsvKlwV0OxZlhouMd
# fGq+R8IGMsy7mGxeHx67nzKIr6Rjd426YsGskp5D3gE9shvH8i3GOTBi2Y9JUnaU
# /KX+IMzKbvR0Y9echgTb17v3D/+fYzDD/kSGJcuQEIbJEyYsCDBF53xoKd6K0Pgz
# 2drucT9otwOLUgGfR1N6lRwDtkMHYB25OMIKLYtcfHjQZn+Howq/TVUbp9ohhW1N
# jim3nJfNvmRe2zN5476SOn86GzzrqxfAMCTtbZeim2ltOHxlnPUE8EJLdRFesKMK
# 6izgaxptlT+MO0R8jx1VoOn+qbQPbNn2GCOUvh/yFkjwDLtFb/rNdoWMNrSMZDhV
# mRCM17SwjW6qRmsrC7VSaSAgPsokYM0=
# SIG # End signature block

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# 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 commands. Without forgetting
# past commands the $PATH changes we made may not be respected
hash -r 2> /dev/null
if [ -n "${_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:
if [ "${OSTYPE:-}" = "cygwin" ] || [ "${OSTYPE:-}" = "msys" ] ; then
# transform D:\path\to\venv to /d/path/to/venv on MSYS
# and to /cygdrive/d/path/to/venv on Cygwin
export VIRTUAL_ENV=$(cygpath "D:\5_semester\AIM\AIM-PIbd-31-Razubaev-S-M\Lab1\package")
else
# use the path as-is
export VIRTUAL_ENV="D:\5_semester\AIM\AIM-PIbd-31-Razubaev-S-M\Lab1\package"
fi
_OLD_VIRTUAL_PATH="$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:-}"
PS1="(package) ${PS1:-}"
export PS1
VIRTUAL_ENV_PROMPT="(package) "
export VIRTUAL_ENV_PROMPT
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

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@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=D:\5_semester\AIM\AIM-PIbd-31-Razubaev-S-M\Lab1\package
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=(package) %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=(package)
:END
if defined _OLD_CODEPAGE (
"%SystemRoot%\System32\chcp.com" %_OLD_CODEPAGE% > nul
set _OLD_CODEPAGE=
)

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@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

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# postinstall script for pywin32
#
# copies PyWinTypesxx.dll and PythonCOMxx.dll into the system directory,
# and creates a pth file
import glob
import os
import shutil
import sys
import sysconfig
try:
import winreg as winreg
except:
import winreg
# Send output somewhere so it can be found if necessary...
import tempfile
tee_f = open(os.path.join(tempfile.gettempdir(), "pywin32_postinstall.log"), "w")
class Tee:
def __init__(self, file):
self.f = file
def write(self, what):
if self.f is not None:
try:
self.f.write(what.replace("\n", "\r\n"))
except IOError:
pass
tee_f.write(what)
def flush(self):
if self.f is not None:
try:
self.f.flush()
except IOError:
pass
tee_f.flush()
# For some unknown reason, when running under bdist_wininst we will start up
# with sys.stdout as None but stderr is hooked up. This work-around allows
# bdist_wininst to see the output we write and display it at the end of
# the install.
if sys.stdout is None:
sys.stdout = sys.stderr
sys.stderr = Tee(sys.stderr)
sys.stdout = Tee(sys.stdout)
com_modules = [
# module_name, class_names
("win32com.servers.interp", "Interpreter"),
("win32com.servers.dictionary", "DictionaryPolicy"),
("win32com.axscript.client.pyscript", "PyScript"),
]
# Is this a 'silent' install - ie, avoid all dialogs.
# Different than 'verbose'
silent = 0
# Verbosity of output messages.
verbose = 1
root_key_name = "Software\\Python\\PythonCore\\" + sys.winver
try:
# When this script is run from inside the bdist_wininst installer,
# file_created() and directory_created() are additional builtin
# functions which write lines to Python23\pywin32-install.log. This is
# a list of actions for the uninstaller, the format is inspired by what
# the Wise installer also creates.
file_created
is_bdist_wininst = True
except NameError:
is_bdist_wininst = False # we know what it is not - but not what it is :)
def file_created(file):
pass
def directory_created(directory):
pass
def get_root_hkey():
try:
winreg.OpenKey(
winreg.HKEY_LOCAL_MACHINE, root_key_name, 0, winreg.KEY_CREATE_SUB_KEY
)
return winreg.HKEY_LOCAL_MACHINE
except OSError:
# Either not exist, or no permissions to create subkey means
# must be HKCU
return winreg.HKEY_CURRENT_USER
try:
create_shortcut
except NameError:
# Create a function with the same signature as create_shortcut provided
# by bdist_wininst
def create_shortcut(
path, description, filename, arguments="", workdir="", iconpath="", iconindex=0
):
import pythoncom
from win32com.shell import shell
ilink = pythoncom.CoCreateInstance(
shell.CLSID_ShellLink,
None,
pythoncom.CLSCTX_INPROC_SERVER,
shell.IID_IShellLink,
)
ilink.SetPath(path)
ilink.SetDescription(description)
if arguments:
ilink.SetArguments(arguments)
if workdir:
ilink.SetWorkingDirectory(workdir)
if iconpath or iconindex:
ilink.SetIconLocation(iconpath, iconindex)
# now save it.
ipf = ilink.QueryInterface(pythoncom.IID_IPersistFile)
ipf.Save(filename, 0)
# Support the same list of "path names" as bdist_wininst.
def get_special_folder_path(path_name):
from win32com.shell import shell, shellcon
for maybe in """
CSIDL_COMMON_STARTMENU CSIDL_STARTMENU CSIDL_COMMON_APPDATA
CSIDL_LOCAL_APPDATA CSIDL_APPDATA CSIDL_COMMON_DESKTOPDIRECTORY
CSIDL_DESKTOPDIRECTORY CSIDL_COMMON_STARTUP CSIDL_STARTUP
CSIDL_COMMON_PROGRAMS CSIDL_PROGRAMS CSIDL_PROGRAM_FILES_COMMON
CSIDL_PROGRAM_FILES CSIDL_FONTS""".split():
if maybe == path_name:
csidl = getattr(shellcon, maybe)
return shell.SHGetSpecialFolderPath(0, csidl, False)
raise ValueError("%s is an unknown path ID" % (path_name,))
def CopyTo(desc, src, dest):
import win32api
import win32con
while 1:
try:
win32api.CopyFile(src, dest, 0)
return
except win32api.error as details:
if details.winerror == 5: # access denied - user not admin.
raise
if silent:
# Running silent mode - just re-raise the error.
raise
full_desc = (
"Error %s\n\n"
"If you have any Python applications running, "
"please close them now\nand select 'Retry'\n\n%s"
% (desc, details.strerror)
)
rc = win32api.MessageBox(
0, full_desc, "Installation Error", win32con.MB_ABORTRETRYIGNORE
)
if rc == win32con.IDABORT:
raise
elif rc == win32con.IDIGNORE:
return
# else retry - around we go again.
# We need to import win32api to determine the Windows system directory,
# so we can copy our system files there - but importing win32api will
# load the pywintypes.dll already in the system directory preventing us
# from updating them!
# So, we pull the same trick pywintypes.py does, but it loads from
# our pywintypes_system32 directory.
def LoadSystemModule(lib_dir, modname):
# See if this is a debug build.
import importlib.machinery
import importlib.util
suffix = "_d" if "_d.pyd" in importlib.machinery.EXTENSION_SUFFIXES else ""
filename = "%s%d%d%s.dll" % (
modname,
sys.version_info[0],
sys.version_info[1],
suffix,
)
filename = os.path.join(lib_dir, "pywin32_system32", filename)
loader = importlib.machinery.ExtensionFileLoader(modname, filename)
spec = importlib.machinery.ModuleSpec(name=modname, loader=loader, origin=filename)
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
def SetPyKeyVal(key_name, value_name, value):
root_hkey = get_root_hkey()
root_key = winreg.OpenKey(root_hkey, root_key_name)
try:
my_key = winreg.CreateKey(root_key, key_name)
try:
winreg.SetValueEx(my_key, value_name, 0, winreg.REG_SZ, value)
if verbose:
print("-> %s\\%s[%s]=%r" % (root_key_name, key_name, value_name, value))
finally:
my_key.Close()
finally:
root_key.Close()
def UnsetPyKeyVal(key_name, value_name, delete_key=False):
root_hkey = get_root_hkey()
root_key = winreg.OpenKey(root_hkey, root_key_name)
try:
my_key = winreg.OpenKey(root_key, key_name, 0, winreg.KEY_SET_VALUE)
try:
winreg.DeleteValue(my_key, value_name)
if verbose:
print("-> DELETE %s\\%s[%s]" % (root_key_name, key_name, value_name))
finally:
my_key.Close()
if delete_key:
winreg.DeleteKey(root_key, key_name)
if verbose:
print("-> DELETE %s\\%s" % (root_key_name, key_name))
except OSError as why:
winerror = getattr(why, "winerror", why.errno)
if winerror != 2: # file not found
raise
finally:
root_key.Close()
def RegisterCOMObjects(register=True):
import win32com.server.register
if register:
func = win32com.server.register.RegisterClasses
else:
func = win32com.server.register.UnregisterClasses
flags = {}
if not verbose:
flags["quiet"] = 1
for module, klass_name in com_modules:
__import__(module)
mod = sys.modules[module]
flags["finalize_register"] = getattr(mod, "DllRegisterServer", None)
flags["finalize_unregister"] = getattr(mod, "DllUnregisterServer", None)
klass = getattr(mod, klass_name)
func(klass, **flags)
def RegisterHelpFile(register=True, lib_dir=None):
if lib_dir is None:
lib_dir = sysconfig.get_paths()["platlib"]
if register:
# Register the .chm help file.
chm_file = os.path.join(lib_dir, "PyWin32.chm")
if os.path.isfile(chm_file):
# This isn't recursive, so if 'Help' doesn't exist, we croak
SetPyKeyVal("Help", None, None)
SetPyKeyVal("Help\\Pythonwin Reference", None, chm_file)
return chm_file
else:
print("NOTE: PyWin32.chm can not be located, so has not " "been registered")
else:
UnsetPyKeyVal("Help\\Pythonwin Reference", None, delete_key=True)
return None
def RegisterPythonwin(register=True, lib_dir=None):
"""Add (or remove) Pythonwin to context menu for python scripts.
??? Should probably also add Edit command for pys files also.
Also need to remove these keys on uninstall, but there's no function
like file_created to add registry entries to uninstall log ???
"""
import os
if lib_dir is None:
lib_dir = sysconfig.get_paths()["platlib"]
classes_root = get_root_hkey()
## Installer executable doesn't seem to pass anything to postinstall script indicating if it's a debug build,
pythonwin_exe = os.path.join(lib_dir, "Pythonwin", "Pythonwin.exe")
pythonwin_edit_command = pythonwin_exe + ' -edit "%1"'
keys_vals = [
(
"Software\\Microsoft\\Windows\\CurrentVersion\\App Paths\\Pythonwin.exe",
"",
pythonwin_exe,
),
(
"Software\\Classes\\Python.File\\shell\\Edit with Pythonwin",
"command",
pythonwin_edit_command,
),
(
"Software\\Classes\\Python.NoConFile\\shell\\Edit with Pythonwin",
"command",
pythonwin_edit_command,
),
]
try:
if register:
for key, sub_key, val in keys_vals:
## Since winreg only uses the character Api functions, this can fail if Python
## is installed to a path containing non-ascii characters
hkey = winreg.CreateKey(classes_root, key)
if sub_key:
hkey = winreg.CreateKey(hkey, sub_key)
winreg.SetValueEx(hkey, None, 0, winreg.REG_SZ, val)
hkey.Close()
else:
for key, sub_key, val in keys_vals:
try:
if sub_key:
hkey = winreg.OpenKey(classes_root, key)
winreg.DeleteKey(hkey, sub_key)
hkey.Close()
winreg.DeleteKey(classes_root, key)
except OSError as why:
winerror = getattr(why, "winerror", why.errno)
if winerror != 2: # file not found
raise
finally:
# tell windows about the change
from win32com.shell import shell, shellcon
shell.SHChangeNotify(
shellcon.SHCNE_ASSOCCHANGED, shellcon.SHCNF_IDLIST, None, None
)
def get_shortcuts_folder():
if get_root_hkey() == winreg.HKEY_LOCAL_MACHINE:
try:
fldr = get_special_folder_path("CSIDL_COMMON_PROGRAMS")
except OSError:
# No CSIDL_COMMON_PROGRAMS on this platform
fldr = get_special_folder_path("CSIDL_PROGRAMS")
else:
# non-admin install - always goes in this user's start menu.
fldr = get_special_folder_path("CSIDL_PROGRAMS")
try:
install_group = winreg.QueryValue(
get_root_hkey(), root_key_name + "\\InstallPath\\InstallGroup"
)
except OSError:
vi = sys.version_info
install_group = "Python %d.%d" % (vi[0], vi[1])
return os.path.join(fldr, install_group)
# Get the system directory, which may be the Wow64 directory if we are a 32bit
# python on a 64bit OS.
def get_system_dir():
import win32api # we assume this exists.
try:
import pythoncom
import win32process
from win32com.shell import shell, shellcon
try:
if win32process.IsWow64Process():
return shell.SHGetSpecialFolderPath(0, shellcon.CSIDL_SYSTEMX86)
return shell.SHGetSpecialFolderPath(0, shellcon.CSIDL_SYSTEM)
except (pythoncom.com_error, win32process.error):
return win32api.GetSystemDirectory()
except ImportError:
return win32api.GetSystemDirectory()
def fixup_dbi():
# We used to have a dbi.pyd with our .pyd files, but now have a .py file.
# If the user didn't uninstall, they will find the .pyd which will cause
# problems - so handle that.
import win32api
import win32con
pyd_name = os.path.join(os.path.dirname(win32api.__file__), "dbi.pyd")
pyd_d_name = os.path.join(os.path.dirname(win32api.__file__), "dbi_d.pyd")
py_name = os.path.join(os.path.dirname(win32con.__file__), "dbi.py")
for this_pyd in (pyd_name, pyd_d_name):
this_dest = this_pyd + ".old"
if os.path.isfile(this_pyd) and os.path.isfile(py_name):
try:
if os.path.isfile(this_dest):
print(
"Old dbi '%s' already exists - deleting '%s'"
% (this_dest, this_pyd)
)
os.remove(this_pyd)
else:
os.rename(this_pyd, this_dest)
print("renamed '%s'->'%s.old'" % (this_pyd, this_pyd))
file_created(this_pyd + ".old")
except os.error as exc:
print("FAILED to rename '%s': %s" % (this_pyd, exc))
def install(lib_dir):
import traceback
# The .pth file is now installed as a regular file.
# Create the .pth file in the site-packages dir, and use only relative paths
# We used to write a .pth directly to sys.prefix - clobber it.
if os.path.isfile(os.path.join(sys.prefix, "pywin32.pth")):
os.unlink(os.path.join(sys.prefix, "pywin32.pth"))
# The .pth may be new and therefore not loaded in this session.
# Setup the paths just in case.
for name in "win32 win32\\lib Pythonwin".split():
sys.path.append(os.path.join(lib_dir, name))
# It is possible people with old versions installed with still have
# pywintypes and pythoncom registered. We no longer need this, and stale
# entries hurt us.
for name in "pythoncom pywintypes".split():
keyname = "Software\\Python\\PythonCore\\" + sys.winver + "\\Modules\\" + name
for root in winreg.HKEY_LOCAL_MACHINE, winreg.HKEY_CURRENT_USER:
try:
winreg.DeleteKey(root, keyname + "\\Debug")
except WindowsError:
pass
try:
winreg.DeleteKey(root, keyname)
except WindowsError:
pass
LoadSystemModule(lib_dir, "pywintypes")
LoadSystemModule(lib_dir, "pythoncom")
import win32api
# and now we can get the system directory:
files = glob.glob(os.path.join(lib_dir, "pywin32_system32\\*.*"))
if not files:
raise RuntimeError("No system files to copy!!")
# Try the system32 directory first - if that fails due to "access denied",
# it implies a non-admin user, and we use sys.prefix
for dest_dir in [get_system_dir(), sys.prefix]:
# and copy some files over there
worked = 0
try:
for fname in files:
base = os.path.basename(fname)
dst = os.path.join(dest_dir, base)
CopyTo("installing %s" % base, fname, dst)
if verbose:
print("Copied %s to %s" % (base, dst))
# Register the files with the uninstaller
file_created(dst)
worked = 1
# Nuke any other versions that may exist - having
# duplicates causes major headaches.
bad_dest_dirs = [
os.path.join(sys.prefix, "Library\\bin"),
os.path.join(sys.prefix, "Lib\\site-packages\\win32"),
]
if dest_dir != sys.prefix:
bad_dest_dirs.append(sys.prefix)
for bad_dest_dir in bad_dest_dirs:
bad_fname = os.path.join(bad_dest_dir, base)
if os.path.exists(bad_fname):
# let exceptions go here - delete must succeed
os.unlink(bad_fname)
if worked:
break
except win32api.error as details:
if details.winerror == 5:
# access denied - user not admin - try sys.prefix dir,
# but first check that a version doesn't already exist
# in that place - otherwise that one will still get used!
if os.path.exists(dst):
msg = (
"The file '%s' exists, but can not be replaced "
"due to insufficient permissions. You must "
"reinstall this software as an Administrator" % dst
)
print(msg)
raise RuntimeError(msg)
continue
raise
else:
raise RuntimeError(
"You don't have enough permissions to install the system files"
)
# Pythonwin 'compiles' config files - record them for uninstall.
pywin_dir = os.path.join(lib_dir, "Pythonwin", "pywin")
for fname in glob.glob(os.path.join(pywin_dir, "*.cfg")):
file_created(fname[:-1] + "c") # .cfg->.cfc
# Register our demo COM objects.
try:
try:
RegisterCOMObjects()
except win32api.error as details:
if details.winerror != 5: # ERROR_ACCESS_DENIED
raise
print("You do not have the permissions to install COM objects.")
print("The sample COM objects were not registered.")
except Exception:
print("FAILED to register the Python COM objects")
traceback.print_exc()
# There may be no main Python key in HKCU if, eg, an admin installed
# python itself.
winreg.CreateKey(get_root_hkey(), root_key_name)
chm_file = None
try:
chm_file = RegisterHelpFile(True, lib_dir)
except Exception:
print("Failed to register help file")
traceback.print_exc()
else:
if verbose:
print("Registered help file")
# misc other fixups.
fixup_dbi()
# Register Pythonwin in context menu
try:
RegisterPythonwin(True, lib_dir)
except Exception:
print("Failed to register pythonwin as editor")
traceback.print_exc()
else:
if verbose:
print("Pythonwin has been registered in context menu")
# Create the win32com\gen_py directory.
make_dir = os.path.join(lib_dir, "win32com", "gen_py")
if not os.path.isdir(make_dir):
if verbose:
print("Creating directory %s" % (make_dir,))
directory_created(make_dir)
os.mkdir(make_dir)
try:
# create shortcuts
# CSIDL_COMMON_PROGRAMS only available works on NT/2000/XP, and
# will fail there if the user has no admin rights.
fldr = get_shortcuts_folder()
# If the group doesn't exist, then we don't make shortcuts - its
# possible that this isn't a "normal" install.
if os.path.isdir(fldr):
dst = os.path.join(fldr, "PythonWin.lnk")
create_shortcut(
os.path.join(lib_dir, "Pythonwin\\Pythonwin.exe"),
"The Pythonwin IDE",
dst,
"",
sys.prefix,
)
file_created(dst)
if verbose:
print("Shortcut for Pythonwin created")
# And the docs.
if chm_file:
dst = os.path.join(fldr, "Python for Windows Documentation.lnk")
doc = "Documentation for the PyWin32 extensions"
create_shortcut(chm_file, doc, dst)
file_created(dst)
if verbose:
print("Shortcut to documentation created")
else:
if verbose:
print("Can't install shortcuts - %r is not a folder" % (fldr,))
except Exception as details:
print(details)
# importing win32com.client ensures the gen_py dir created - not strictly
# necessary to do now, but this makes the installation "complete"
try:
import win32com.client # noqa
except ImportError:
# Don't let this error sound fatal
pass
print("The pywin32 extensions were successfully installed.")
if is_bdist_wininst:
# Open a web page with info about the .exe installers being deprecated.
import webbrowser
try:
webbrowser.open("https://mhammond.github.io/pywin32_installers.html")
except webbrowser.Error:
print("Please visit https://mhammond.github.io/pywin32_installers.html")
def uninstall(lib_dir):
# First ensure our system modules are loaded from pywin32_system, so
# we can remove the ones we copied...
LoadSystemModule(lib_dir, "pywintypes")
LoadSystemModule(lib_dir, "pythoncom")
try:
RegisterCOMObjects(False)
except Exception as why:
print("Failed to unregister COM objects: %s" % (why,))
try:
RegisterHelpFile(False, lib_dir)
except Exception as why:
print("Failed to unregister help file: %s" % (why,))
else:
if verbose:
print("Unregistered help file")
try:
RegisterPythonwin(False, lib_dir)
except Exception as why:
print("Failed to unregister Pythonwin: %s" % (why,))
else:
if verbose:
print("Unregistered Pythonwin")
try:
# remove gen_py directory.
gen_dir = os.path.join(lib_dir, "win32com", "gen_py")
if os.path.isdir(gen_dir):
shutil.rmtree(gen_dir)
if verbose:
print("Removed directory %s" % (gen_dir,))
# Remove pythonwin compiled "config" files.
pywin_dir = os.path.join(lib_dir, "Pythonwin", "pywin")
for fname in glob.glob(os.path.join(pywin_dir, "*.cfc")):
os.remove(fname)
# The dbi.pyd.old files we may have created.
try:
os.remove(os.path.join(lib_dir, "win32", "dbi.pyd.old"))
except os.error:
pass
try:
os.remove(os.path.join(lib_dir, "win32", "dbi_d.pyd.old"))
except os.error:
pass
except Exception as why:
print("Failed to remove misc files: %s" % (why,))
try:
fldr = get_shortcuts_folder()
for link in ("PythonWin.lnk", "Python for Windows Documentation.lnk"):
fqlink = os.path.join(fldr, link)
if os.path.isfile(fqlink):
os.remove(fqlink)
if verbose:
print("Removed %s" % (link,))
except Exception as why:
print("Failed to remove shortcuts: %s" % (why,))
# Now remove the system32 files.
files = glob.glob(os.path.join(lib_dir, "pywin32_system32\\*.*"))
# Try the system32 directory first - if that fails due to "access denied",
# it implies a non-admin user, and we use sys.prefix
try:
for dest_dir in [get_system_dir(), sys.prefix]:
# and copy some files over there
worked = 0
for fname in files:
base = os.path.basename(fname)
dst = os.path.join(dest_dir, base)
if os.path.isfile(dst):
try:
os.remove(dst)
worked = 1
if verbose:
print("Removed file %s" % (dst))
except Exception:
print("FAILED to remove %s" % (dst,))
if worked:
break
except Exception as why:
print("FAILED to remove system files: %s" % (why,))
# NOTE: If this script is run from inside the bdist_wininst created
# binary installer or uninstaller, the command line args are either
# '-install' or '-remove'.
# Important: From inside the binary installer this script MUST NOT
# call sys.exit() or raise SystemExit, otherwise not only this script
# but also the installer will terminate! (Is there a way to prevent
# this from the bdist_wininst C code?)
def verify_destination(location):
if not os.path.isdir(location):
raise argparse.ArgumentTypeError('Path "{}" does not exist!'.format(location))
return location
def main():
import argparse
parser = argparse.ArgumentParser(
formatter_class=argparse.RawDescriptionHelpFormatter,
description="""A post-install script for the pywin32 extensions.
* Typical usage:
> python pywin32_postinstall.py -install
If you installed pywin32 via a .exe installer, this should be run
automatically after installation, but if it fails you can run it again.
If you installed pywin32 via PIP, you almost certainly need to run this to
setup the environment correctly.
Execute with script with a '-install' parameter, to ensure the environment
is setup correctly.
""",
)
parser.add_argument(
"-install",
default=False,
action="store_true",
help="Configure the Python environment correctly for pywin32.",
)
parser.add_argument(
"-remove",
default=False,
action="store_true",
help="Try and remove everything that was installed or copied.",
)
parser.add_argument(
"-wait",
type=int,
help="Wait for the specified process to terminate before starting.",
)
parser.add_argument(
"-silent",
default=False,
action="store_true",
help='Don\'t display the "Abort/Retry/Ignore" dialog for files in use.',
)
parser.add_argument(
"-quiet",
default=False,
action="store_true",
help="Don't display progress messages.",
)
parser.add_argument(
"-destination",
default=sysconfig.get_paths()["platlib"],
type=verify_destination,
help="Location of the PyWin32 installation",
)
args = parser.parse_args()
if not args.quiet:
print("Parsed arguments are: {}".format(args))
if not args.install ^ args.remove:
parser.error("You need to either choose to -install or -remove!")
if args.wait is not None:
try:
os.waitpid(args.wait, 0)
except os.error:
# child already dead
pass
silent = args.silent
verbose = not args.quiet
if args.install:
install(args.destination)
if args.remove:
if not is_bdist_wininst:
uninstall(args.destination)
if __name__ == "__main__":
main()

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"""A test runner for pywin32"""
import os
import site
import subprocess
import sys
# locate the dirs based on where this script is - it may be either in the
# source tree, or in an installed Python 'Scripts' tree.
this_dir = os.path.dirname(__file__)
site_packages = [
site.getusersitepackages(),
] + site.getsitepackages()
failures = []
# Run a test using subprocess and wait for the result.
# If we get an returncode != 0, we know that there was an error, but we don't
# abort immediately - we run as many tests as we can.
def run_test(script, cmdline_extras):
dirname, scriptname = os.path.split(script)
# some tests prefer to be run from their directory.
cmd = [sys.executable, "-u", scriptname] + cmdline_extras
print("--- Running '%s' ---" % script)
sys.stdout.flush()
result = subprocess.run(cmd, check=False, cwd=dirname)
print("*** Test script '%s' exited with %s" % (script, result.returncode))
sys.stdout.flush()
if result.returncode:
failures.append(script)
def find_and_run(possible_locations, extras):
for maybe in possible_locations:
if os.path.isfile(maybe):
run_test(maybe, extras)
break
else:
raise RuntimeError(
"Failed to locate a test script in one of %s" % possible_locations
)
def main():
import argparse
code_directories = [this_dir] + site_packages
parser = argparse.ArgumentParser(
description="A script to trigger tests in all subprojects of PyWin32."
)
parser.add_argument(
"-no-user-interaction",
default=False,
action="store_true",
help="(This is now the default - use `-user-interaction` to include them)",
)
parser.add_argument(
"-user-interaction",
action="store_true",
help="Include tests which require user interaction",
)
parser.add_argument(
"-skip-adodbapi",
default=False,
action="store_true",
help="Skip the adodbapi tests; useful for CI where there's no provider",
)
args, remains = parser.parse_known_args()
# win32, win32ui / Pythonwin
extras = []
if args.user_interaction:
extras += ["-user-interaction"]
extras.extend(remains)
scripts = [
"win32/test/testall.py",
"Pythonwin/pywin/test/all.py",
]
for script in scripts:
maybes = [os.path.join(directory, script) for directory in code_directories]
find_and_run(maybes, extras)
# win32com
maybes = [
os.path.join(directory, "win32com", "test", "testall.py")
for directory in [
os.path.join(this_dir, "com"),
]
+ site_packages
]
extras = remains + ["1"] # only run "level 1" tests in CI
find_and_run(maybes, extras)
# adodbapi
if not args.skip_adodbapi:
maybes = [
os.path.join(directory, "adodbapi", "test", "adodbapitest.py")
for directory in code_directories
]
find_and_run(maybes, remains)
# This script has a hard-coded sql server name in it, (and markh typically
# doesn't have a different server to test on) but there is now supposed to be a server out there on the Internet
# just to run these tests, so try it...
maybes = [
os.path.join(directory, "adodbapi", "test", "test_adodbapi_dbapi20.py")
for directory in code_directories
]
find_and_run(maybes, remains)
if failures:
print("The following scripts failed")
for failure in failures:
print(">", failure)
sys.exit(1)
print("All tests passed \\o/")
if __name__ == "__main__":
main()

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home = C:\Users\User\AppData\Local\Programs\Python\Python312
include-system-site-packages = false
version = 3.12.6
executable = C:\Users\User\AppData\Local\Programs\Python\Python312\python.exe
command = C:\Users\User\AppData\Local\Programs\Python\Python312\python.exe -m venv D:\5_semester\AIM\AIM-PIbd-31-Razubaev-S-M\Lab1\package

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@ -0,0 +1,14 @@
{
"argv": [
"python",
"-m",
"ipykernel_launcher",
"-f",
"{connection_file}"
],
"display_name": "Python 3 (ipykernel)",
"language": "python",
"metadata": {
"debugger": true
}
}

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.\" Hey, EMACS: -*- nroff -*-
.\" First parameter, NAME, should be all caps
.\" Second parameter, SECTION, should be 1-8, maybe w/ subsection
.\" other parameters are allowed: see man(7), man(1)
.TH IPYTHON 1 "July 15, 2011"
.\" Please adjust this date whenever revising the manpage.
.\"
.\" Some roff macros, for reference:
.\" .nh disable hyphenation
.\" .hy enable hyphenation
.\" .ad l left justify
.\" .ad b justify to both left and right margins
.\" .nf disable filling
.\" .fi enable filling
.\" .br insert line break
.\" .sp <n> insert n+1 empty lines
.\" for manpage-specific macros, see man(7) and groff_man(7)
.\" .SH section heading
.\" .SS secondary section heading
.\"
.\"
.\" To preview this page as plain text: nroff -man ipython.1
.\"
.SH NAME
ipython \- Tools for Interactive Computing in Python.
.SH SYNOPSIS
.B ipython
.RI [ options ] " files" ...
.B ipython subcommand
.RI [ options ] ...
.SH DESCRIPTION
An interactive Python shell with automatic history (input and output), dynamic
object introspection, easier configuration, command completion, access to the
system shell, integration with numerical and scientific computing tools,
web notebook, Qt console, and more.
For more information on how to use IPython, see 'ipython \-\-help',
or 'ipython \-\-help\-all' for all available command\(hyline options.
.SH "ENVIRONMENT VARIABLES"
.sp
.PP
\fIIPYTHONDIR\fR
.RS 4
This is the location where IPython stores all its configuration files. The default
is $HOME/.ipython if IPYTHONDIR is not defined.
You can see the computed value of IPYTHONDIR with `ipython locate`.
.SH FILES
IPython uses various configuration files stored in profiles within IPYTHONDIR.
To generate the default configuration files and start configuring IPython,
do 'ipython profile create', and edit '*_config.py' files located in
IPYTHONDIR/profile_default.
.SH AUTHORS
IPython is written by the IPython Development Team <https://github.com/ipython/ipython>.

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@ -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:

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Lab1/requirements.txt Normal file

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@ -0,0 +1,769 @@
Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age,Outcome
6,148,72,35,0,33.6,0.627,50,1
1,85,66,29,0,26.6,0.351,31,0
8,183,64,0,0,23.3,0.672,32,1
1,89,66,23,94,28.1,0.167,21,0
0,137,40,35,168,43.1,2.288,33,1
5,116,74,0,0,25.6,0.201,30,0
3,78,50,32,88,31,0.248,26,1
10,115,0,0,0,35.3,0.134,29,0
2,197,70,45,543,30.5,0.158,53,1
8,125,96,0,0,0,0.232,54,1
4,110,92,0,0,37.6,0.191,30,0
10,168,74,0,0,38,0.537,34,1
10,139,80,0,0,27.1,1.441,57,0
1,189,60,23,846,30.1,0.398,59,1
5,166,72,19,175,25.8,0.587,51,1
7,100,0,0,0,30,0.484,32,1
0,118,84,47,230,45.8,0.551,31,1
7,107,74,0,0,29.6,0.254,31,1
1,103,30,38,83,43.3,0.183,33,0
1,115,70,30,96,34.6,0.529,32,1
3,126,88,41,235,39.3,0.704,27,0
8,99,84,0,0,35.4,0.388,50,0
7,196,90,0,0,39.8,0.451,41,1
9,119,80,35,0,29,0.263,29,1
11,143,94,33,146,36.6,0.254,51,1
10,125,70,26,115,31.1,0.205,41,1
7,147,76,0,0,39.4,0.257,43,1
1,97,66,15,140,23.2,0.487,22,0
13,145,82,19,110,22.2,0.245,57,0
5,117,92,0,0,34.1,0.337,38,0
5,109,75,26,0,36,0.546,60,0
3,158,76,36,245,31.6,0.851,28,1
3,88,58,11,54,24.8,0.267,22,0
6,92,92,0,0,19.9,0.188,28,0
10,122,78,31,0,27.6,0.512,45,0
4,103,60,33,192,24,0.966,33,0
11,138,76,0,0,33.2,0.42,35,0
9,102,76,37,0,32.9,0.665,46,1
2,90,68,42,0,38.2,0.503,27,1
4,111,72,47,207,37.1,1.39,56,1
3,180,64,25,70,34,0.271,26,0
7,133,84,0,0,40.2,0.696,37,0
7,106,92,18,0,22.7,0.235,48,0
9,171,110,24,240,45.4,0.721,54,1
7,159,64,0,0,27.4,0.294,40,0
0,180,66,39,0,42,1.893,25,1
1,146,56,0,0,29.7,0.564,29,0
2,71,70,27,0,28,0.586,22,0
7,103,66,32,0,39.1,0.344,31,1
7,105,0,0,0,0,0.305,24,0
1,103,80,11,82,19.4,0.491,22,0
1,101,50,15,36,24.2,0.526,26,0
5,88,66,21,23,24.4,0.342,30,0
8,176,90,34,300,33.7,0.467,58,1
7,150,66,42,342,34.7,0.718,42,0
1,73,50,10,0,23,0.248,21,0
7,187,68,39,304,37.7,0.254,41,1
0,100,88,60,110,46.8,0.962,31,0
0,146,82,0,0,40.5,1.781,44,0
0,105,64,41,142,41.5,0.173,22,0
2,84,0,0,0,0,0.304,21,0
8,133,72,0,0,32.9,0.27,39,1
5,44,62,0,0,25,0.587,36,0
2,141,58,34,128,25.4,0.699,24,0
7,114,66,0,0,32.8,0.258,42,1
5,99,74,27,0,29,0.203,32,0
0,109,88,30,0,32.5,0.855,38,1
2,109,92,0,0,42.7,0.845,54,0
1,95,66,13,38,19.6,0.334,25,0
4,146,85,27,100,28.9,0.189,27,0
2,100,66,20,90,32.9,0.867,28,1
5,139,64,35,140,28.6,0.411,26,0
13,126,90,0,0,43.4,0.583,42,1
4,129,86,20,270,35.1,0.231,23,0
1,79,75,30,0,32,0.396,22,0
1,0,48,20,0,24.7,0.14,22,0
7,62,78,0,0,32.6,0.391,41,0
5,95,72,33,0,37.7,0.37,27,0
0,131,0,0,0,43.2,0.27,26,1
2,112,66,22,0,25,0.307,24,0
3,113,44,13,0,22.4,0.14,22,0
2,74,0,0,0,0,0.102,22,0
7,83,78,26,71,29.3,0.767,36,0
0,101,65,28,0,24.6,0.237,22,0
5,137,108,0,0,48.8,0.227,37,1
2,110,74,29,125,32.4,0.698,27,0
13,106,72,54,0,36.6,0.178,45,0
2,100,68,25,71,38.5,0.324,26,0
15,136,70,32,110,37.1,0.153,43,1
1,107,68,19,0,26.5,0.165,24,0
1,80,55,0,0,19.1,0.258,21,0
4,123,80,15,176,32,0.443,34,0
7,81,78,40,48,46.7,0.261,42,0
4,134,72,0,0,23.8,0.277,60,1
2,142,82,18,64,24.7,0.761,21,0
6,144,72,27,228,33.9,0.255,40,0
2,92,62,28,0,31.6,0.13,24,0
1,71,48,18,76,20.4,0.323,22,0
6,93,50,30,64,28.7,0.356,23,0
1,122,90,51,220,49.7,0.325,31,1
1,163,72,0,0,39,1.222,33,1
1,151,60,0,0,26.1,0.179,22,0
0,125,96,0,0,22.5,0.262,21,0
1,81,72,18,40,26.6,0.283,24,0
2,85,65,0,0,39.6,0.93,27,0
1,126,56,29,152,28.7,0.801,21,0
1,96,122,0,0,22.4,0.207,27,0
4,144,58,28,140,29.5,0.287,37,0
3,83,58,31,18,34.3,0.336,25,0
0,95,85,25,36,37.4,0.247,24,1
3,171,72,33,135,33.3,0.199,24,1
8,155,62,26,495,34,0.543,46,1
1,89,76,34,37,31.2,0.192,23,0
4,76,62,0,0,34,0.391,25,0
7,160,54,32,175,30.5,0.588,39,1
4,146,92,0,0,31.2,0.539,61,1
5,124,74,0,0,34,0.22,38,1
5,78,48,0,0,33.7,0.654,25,0
4,97,60,23,0,28.2,0.443,22,0
4,99,76,15,51,23.2,0.223,21,0
0,162,76,56,100,53.2,0.759,25,1
6,111,64,39,0,34.2,0.26,24,0
2,107,74,30,100,33.6,0.404,23,0
5,132,80,0,0,26.8,0.186,69,0
0,113,76,0,0,33.3,0.278,23,1
1,88,30,42,99,55,0.496,26,1
3,120,70,30,135,42.9,0.452,30,0
1,118,58,36,94,33.3,0.261,23,0
1,117,88,24,145,34.5,0.403,40,1
0,105,84,0,0,27.9,0.741,62,1
4,173,70,14,168,29.7,0.361,33,1
9,122,56,0,0,33.3,1.114,33,1
3,170,64,37,225,34.5,0.356,30,1
8,84,74,31,0,38.3,0.457,39,0
2,96,68,13,49,21.1,0.647,26,0
2,125,60,20,140,33.8,0.088,31,0
0,100,70,26,50,30.8,0.597,21,0
0,93,60,25,92,28.7,0.532,22,0
0,129,80,0,0,31.2,0.703,29,0
5,105,72,29,325,36.9,0.159,28,0
3,128,78,0,0,21.1,0.268,55,0
5,106,82,30,0,39.5,0.286,38,0
2,108,52,26,63,32.5,0.318,22,0
10,108,66,0,0,32.4,0.272,42,1
4,154,62,31,284,32.8,0.237,23,0
0,102,75,23,0,0,0.572,21,0
9,57,80,37,0,32.8,0.096,41,0
2,106,64,35,119,30.5,1.4,34,0
5,147,78,0,0,33.7,0.218,65,0
2,90,70,17,0,27.3,0.085,22,0
1,136,74,50,204,37.4,0.399,24,0
4,114,65,0,0,21.9,0.432,37,0
9,156,86,28,155,34.3,1.189,42,1
1,153,82,42,485,40.6,0.687,23,0
8,188,78,0,0,47.9,0.137,43,1
7,152,88,44,0,50,0.337,36,1
2,99,52,15,94,24.6,0.637,21,0
1,109,56,21,135,25.2,0.833,23,0
2,88,74,19,53,29,0.229,22,0
17,163,72,41,114,40.9,0.817,47,1
4,151,90,38,0,29.7,0.294,36,0
7,102,74,40,105,37.2,0.204,45,0
0,114,80,34,285,44.2,0.167,27,0
2,100,64,23,0,29.7,0.368,21,0
0,131,88,0,0,31.6,0.743,32,1
6,104,74,18,156,29.9,0.722,41,1
3,148,66,25,0,32.5,0.256,22,0
4,120,68,0,0,29.6,0.709,34,0
4,110,66,0,0,31.9,0.471,29,0
3,111,90,12,78,28.4,0.495,29,0
6,102,82,0,0,30.8,0.18,36,1
6,134,70,23,130,35.4,0.542,29,1
2,87,0,23,0,28.9,0.773,25,0
1,79,60,42,48,43.5,0.678,23,0
2,75,64,24,55,29.7,0.37,33,0
8,179,72,42,130,32.7,0.719,36,1
6,85,78,0,0,31.2,0.382,42,0
0,129,110,46,130,67.1,0.319,26,1
5,143,78,0,0,45,0.19,47,0
5,130,82,0,0,39.1,0.956,37,1
6,87,80,0,0,23.2,0.084,32,0
0,119,64,18,92,34.9,0.725,23,0
1,0,74,20,23,27.7,0.299,21,0
5,73,60,0,0,26.8,0.268,27,0
4,141,74,0,0,27.6,0.244,40,0
7,194,68,28,0,35.9,0.745,41,1
8,181,68,36,495,30.1,0.615,60,1
1,128,98,41,58,32,1.321,33,1
8,109,76,39,114,27.9,0.64,31,1
5,139,80,35,160,31.6,0.361,25,1
3,111,62,0,0,22.6,0.142,21,0
9,123,70,44,94,33.1,0.374,40,0
7,159,66,0,0,30.4,0.383,36,1
11,135,0,0,0,52.3,0.578,40,1
8,85,55,20,0,24.4,0.136,42,0
5,158,84,41,210,39.4,0.395,29,1
1,105,58,0,0,24.3,0.187,21,0
3,107,62,13,48,22.9,0.678,23,1
4,109,64,44,99,34.8,0.905,26,1
4,148,60,27,318,30.9,0.15,29,1
0,113,80,16,0,31,0.874,21,0
1,138,82,0,0,40.1,0.236,28,0
0,108,68,20,0,27.3,0.787,32,0
2,99,70,16,44,20.4,0.235,27,0
6,103,72,32,190,37.7,0.324,55,0
5,111,72,28,0,23.9,0.407,27,0
8,196,76,29,280,37.5,0.605,57,1
5,162,104,0,0,37.7,0.151,52,1
1,96,64,27,87,33.2,0.289,21,0
7,184,84,33,0,35.5,0.355,41,1
2,81,60,22,0,27.7,0.29,25,0
0,147,85,54,0,42.8,0.375,24,0
7,179,95,31,0,34.2,0.164,60,0
0,140,65,26,130,42.6,0.431,24,1
9,112,82,32,175,34.2,0.26,36,1
12,151,70,40,271,41.8,0.742,38,1
5,109,62,41,129,35.8,0.514,25,1
6,125,68,30,120,30,0.464,32,0
5,85,74,22,0,29,1.224,32,1
5,112,66,0,0,37.8,0.261,41,1
0,177,60,29,478,34.6,1.072,21,1
2,158,90,0,0,31.6,0.805,66,1
7,119,0,0,0,25.2,0.209,37,0
7,142,60,33,190,28.8,0.687,61,0
1,100,66,15,56,23.6,0.666,26,0
1,87,78,27,32,34.6,0.101,22,0
0,101,76,0,0,35.7,0.198,26,0
3,162,52,38,0,37.2,0.652,24,1
4,197,70,39,744,36.7,2.329,31,0
0,117,80,31,53,45.2,0.089,24,0
4,142,86,0,0,44,0.645,22,1
6,134,80,37,370,46.2,0.238,46,1
1,79,80,25,37,25.4,0.583,22,0
4,122,68,0,0,35,0.394,29,0
3,74,68,28,45,29.7,0.293,23,0
4,171,72,0,0,43.6,0.479,26,1
7,181,84,21,192,35.9,0.586,51,1
0,179,90,27,0,44.1,0.686,23,1
9,164,84,21,0,30.8,0.831,32,1
0,104,76,0,0,18.4,0.582,27,0
1,91,64,24,0,29.2,0.192,21,0
4,91,70,32,88,33.1,0.446,22,0
3,139,54,0,0,25.6,0.402,22,1
6,119,50,22,176,27.1,1.318,33,1
2,146,76,35,194,38.2,0.329,29,0
9,184,85,15,0,30,1.213,49,1
10,122,68,0,0,31.2,0.258,41,0
0,165,90,33,680,52.3,0.427,23,0
9,124,70,33,402,35.4,0.282,34,0
1,111,86,19,0,30.1,0.143,23,0
9,106,52,0,0,31.2,0.38,42,0
2,129,84,0,0,28,0.284,27,0
2,90,80,14,55,24.4,0.249,24,0
0,86,68,32,0,35.8,0.238,25,0
12,92,62,7,258,27.6,0.926,44,1
1,113,64,35,0,33.6,0.543,21,1
3,111,56,39,0,30.1,0.557,30,0
2,114,68,22,0,28.7,0.092,25,0
1,193,50,16,375,25.9,0.655,24,0
11,155,76,28,150,33.3,1.353,51,1
3,191,68,15,130,30.9,0.299,34,0
3,141,0,0,0,30,0.761,27,1
4,95,70,32,0,32.1,0.612,24,0
3,142,80,15,0,32.4,0.2,63,0
4,123,62,0,0,32,0.226,35,1
5,96,74,18,67,33.6,0.997,43,0
0,138,0,0,0,36.3,0.933,25,1
2,128,64,42,0,40,1.101,24,0
0,102,52,0,0,25.1,0.078,21,0
2,146,0,0,0,27.5,0.24,28,1
10,101,86,37,0,45.6,1.136,38,1
2,108,62,32,56,25.2,0.128,21,0
3,122,78,0,0,23,0.254,40,0
1,71,78,50,45,33.2,0.422,21,0
13,106,70,0,0,34.2,0.251,52,0
2,100,70,52,57,40.5,0.677,25,0
7,106,60,24,0,26.5,0.296,29,1
0,104,64,23,116,27.8,0.454,23,0
5,114,74,0,0,24.9,0.744,57,0
2,108,62,10,278,25.3,0.881,22,0
0,146,70,0,0,37.9,0.334,28,1
10,129,76,28,122,35.9,0.28,39,0
7,133,88,15,155,32.4,0.262,37,0
7,161,86,0,0,30.4,0.165,47,1
2,108,80,0,0,27,0.259,52,1
7,136,74,26,135,26,0.647,51,0
5,155,84,44,545,38.7,0.619,34,0
1,119,86,39,220,45.6,0.808,29,1
4,96,56,17,49,20.8,0.34,26,0
5,108,72,43,75,36.1,0.263,33,0
0,78,88,29,40,36.9,0.434,21,0
0,107,62,30,74,36.6,0.757,25,1
2,128,78,37,182,43.3,1.224,31,1
1,128,48,45,194,40.5,0.613,24,1
0,161,50,0,0,21.9,0.254,65,0
6,151,62,31,120,35.5,0.692,28,0
2,146,70,38,360,28,0.337,29,1
0,126,84,29,215,30.7,0.52,24,0
14,100,78,25,184,36.6,0.412,46,1
8,112,72,0,0,23.6,0.84,58,0
0,167,0,0,0,32.3,0.839,30,1
2,144,58,33,135,31.6,0.422,25,1
5,77,82,41,42,35.8,0.156,35,0
5,115,98,0,0,52.9,0.209,28,1
3,150,76,0,0,21,0.207,37,0
2,120,76,37,105,39.7,0.215,29,0
10,161,68,23,132,25.5,0.326,47,1
0,137,68,14,148,24.8,0.143,21,0
0,128,68,19,180,30.5,1.391,25,1
2,124,68,28,205,32.9,0.875,30,1
6,80,66,30,0,26.2,0.313,41,0
0,106,70,37,148,39.4,0.605,22,0
2,155,74,17,96,26.6,0.433,27,1
3,113,50,10,85,29.5,0.626,25,0
7,109,80,31,0,35.9,1.127,43,1
2,112,68,22,94,34.1,0.315,26,0
3,99,80,11,64,19.3,0.284,30,0
3,182,74,0,0,30.5,0.345,29,1
3,115,66,39,140,38.1,0.15,28,0
6,194,78,0,0,23.5,0.129,59,1
4,129,60,12,231,27.5,0.527,31,0
3,112,74,30,0,31.6,0.197,25,1
0,124,70,20,0,27.4,0.254,36,1
13,152,90,33,29,26.8,0.731,43,1
2,112,75,32,0,35.7,0.148,21,0
1,157,72,21,168,25.6,0.123,24,0
1,122,64,32,156,35.1,0.692,30,1
10,179,70,0,0,35.1,0.2,37,0
2,102,86,36,120,45.5,0.127,23,1
6,105,70,32,68,30.8,0.122,37,0
8,118,72,19,0,23.1,1.476,46,0
2,87,58,16,52,32.7,0.166,25,0
1,180,0,0,0,43.3,0.282,41,1
12,106,80,0,0,23.6,0.137,44,0
1,95,60,18,58,23.9,0.26,22,0
0,165,76,43,255,47.9,0.259,26,0
0,117,0,0,0,33.8,0.932,44,0
5,115,76,0,0,31.2,0.343,44,1
9,152,78,34,171,34.2,0.893,33,1
7,178,84,0,0,39.9,0.331,41,1
1,130,70,13,105,25.9,0.472,22,0
1,95,74,21,73,25.9,0.673,36,0
1,0,68,35,0,32,0.389,22,0
5,122,86,0,0,34.7,0.29,33,0
8,95,72,0,0,36.8,0.485,57,0
8,126,88,36,108,38.5,0.349,49,0
1,139,46,19,83,28.7,0.654,22,0
3,116,0,0,0,23.5,0.187,23,0
3,99,62,19,74,21.8,0.279,26,0
5,0,80,32,0,41,0.346,37,1
4,92,80,0,0,42.2,0.237,29,0
4,137,84,0,0,31.2,0.252,30,0
3,61,82,28,0,34.4,0.243,46,0
1,90,62,12,43,27.2,0.58,24,0
3,90,78,0,0,42.7,0.559,21,0
9,165,88,0,0,30.4,0.302,49,1
1,125,50,40,167,33.3,0.962,28,1
13,129,0,30,0,39.9,0.569,44,1
12,88,74,40,54,35.3,0.378,48,0
1,196,76,36,249,36.5,0.875,29,1
5,189,64,33,325,31.2,0.583,29,1
5,158,70,0,0,29.8,0.207,63,0
5,103,108,37,0,39.2,0.305,65,0
4,146,78,0,0,38.5,0.52,67,1
4,147,74,25,293,34.9,0.385,30,0
5,99,54,28,83,34,0.499,30,0
6,124,72,0,0,27.6,0.368,29,1
0,101,64,17,0,21,0.252,21,0
3,81,86,16,66,27.5,0.306,22,0
1,133,102,28,140,32.8,0.234,45,1
3,173,82,48,465,38.4,2.137,25,1
0,118,64,23,89,0,1.731,21,0
0,84,64,22,66,35.8,0.545,21,0
2,105,58,40,94,34.9,0.225,25,0
2,122,52,43,158,36.2,0.816,28,0
12,140,82,43,325,39.2,0.528,58,1
0,98,82,15,84,25.2,0.299,22,0
1,87,60,37,75,37.2,0.509,22,0
4,156,75,0,0,48.3,0.238,32,1
0,93,100,39,72,43.4,1.021,35,0
1,107,72,30,82,30.8,0.821,24,0
0,105,68,22,0,20,0.236,22,0
1,109,60,8,182,25.4,0.947,21,0
1,90,62,18,59,25.1,1.268,25,0
1,125,70,24,110,24.3,0.221,25,0
1,119,54,13,50,22.3,0.205,24,0
5,116,74,29,0,32.3,0.66,35,1
8,105,100,36,0,43.3,0.239,45,1
5,144,82,26,285,32,0.452,58,1
3,100,68,23,81,31.6,0.949,28,0
1,100,66,29,196,32,0.444,42,0
5,166,76,0,0,45.7,0.34,27,1
1,131,64,14,415,23.7,0.389,21,0
4,116,72,12,87,22.1,0.463,37,0
4,158,78,0,0,32.9,0.803,31,1
2,127,58,24,275,27.7,1.6,25,0
3,96,56,34,115,24.7,0.944,39,0
0,131,66,40,0,34.3,0.196,22,1
3,82,70,0,0,21.1,0.389,25,0
3,193,70,31,0,34.9,0.241,25,1
4,95,64,0,0,32,0.161,31,1
6,137,61,0,0,24.2,0.151,55,0
5,136,84,41,88,35,0.286,35,1
9,72,78,25,0,31.6,0.28,38,0
5,168,64,0,0,32.9,0.135,41,1
2,123,48,32,165,42.1,0.52,26,0
4,115,72,0,0,28.9,0.376,46,1
0,101,62,0,0,21.9,0.336,25,0
8,197,74,0,0,25.9,1.191,39,1
1,172,68,49,579,42.4,0.702,28,1
6,102,90,39,0,35.7,0.674,28,0
1,112,72,30,176,34.4,0.528,25,0
1,143,84,23,310,42.4,1.076,22,0
1,143,74,22,61,26.2,0.256,21,0
0,138,60,35,167,34.6,0.534,21,1
3,173,84,33,474,35.7,0.258,22,1
1,97,68,21,0,27.2,1.095,22,0
4,144,82,32,0,38.5,0.554,37,1
1,83,68,0,0,18.2,0.624,27,0
3,129,64,29,115,26.4,0.219,28,1
1,119,88,41,170,45.3,0.507,26,0
2,94,68,18,76,26,0.561,21,0
0,102,64,46,78,40.6,0.496,21,0
2,115,64,22,0,30.8,0.421,21,0
8,151,78,32,210,42.9,0.516,36,1
4,184,78,39,277,37,0.264,31,1
0,94,0,0,0,0,0.256,25,0
1,181,64,30,180,34.1,0.328,38,1
0,135,94,46,145,40.6,0.284,26,0
1,95,82,25,180,35,0.233,43,1
2,99,0,0,0,22.2,0.108,23,0
3,89,74,16,85,30.4,0.551,38,0
1,80,74,11,60,30,0.527,22,0
2,139,75,0,0,25.6,0.167,29,0
1,90,68,8,0,24.5,1.138,36,0
0,141,0,0,0,42.4,0.205,29,1
12,140,85,33,0,37.4,0.244,41,0
5,147,75,0,0,29.9,0.434,28,0
1,97,70,15,0,18.2,0.147,21,0
6,107,88,0,0,36.8,0.727,31,0
0,189,104,25,0,34.3,0.435,41,1
2,83,66,23,50,32.2,0.497,22,0
4,117,64,27,120,33.2,0.23,24,0
8,108,70,0,0,30.5,0.955,33,1
4,117,62,12,0,29.7,0.38,30,1
0,180,78,63,14,59.4,2.42,25,1
1,100,72,12,70,25.3,0.658,28,0
0,95,80,45,92,36.5,0.33,26,0
0,104,64,37,64,33.6,0.51,22,1
0,120,74,18,63,30.5,0.285,26,0
1,82,64,13,95,21.2,0.415,23,0
2,134,70,0,0,28.9,0.542,23,1
0,91,68,32,210,39.9,0.381,25,0
2,119,0,0,0,19.6,0.832,72,0
2,100,54,28,105,37.8,0.498,24,0
14,175,62,30,0,33.6,0.212,38,1
1,135,54,0,0,26.7,0.687,62,0
5,86,68,28,71,30.2,0.364,24,0
10,148,84,48,237,37.6,1.001,51,1
9,134,74,33,60,25.9,0.46,81,0
9,120,72,22,56,20.8,0.733,48,0
1,71,62,0,0,21.8,0.416,26,0
8,74,70,40,49,35.3,0.705,39,0
5,88,78,30,0,27.6,0.258,37,0
10,115,98,0,0,24,1.022,34,0
0,124,56,13,105,21.8,0.452,21,0
0,74,52,10,36,27.8,0.269,22,0
0,97,64,36,100,36.8,0.6,25,0
8,120,0,0,0,30,0.183,38,1
6,154,78,41,140,46.1,0.571,27,0
1,144,82,40,0,41.3,0.607,28,0
0,137,70,38,0,33.2,0.17,22,0
0,119,66,27,0,38.8,0.259,22,0
7,136,90,0,0,29.9,0.21,50,0
4,114,64,0,0,28.9,0.126,24,0
0,137,84,27,0,27.3,0.231,59,0
2,105,80,45,191,33.7,0.711,29,1
7,114,76,17,110,23.8,0.466,31,0
8,126,74,38,75,25.9,0.162,39,0
4,132,86,31,0,28,0.419,63,0
3,158,70,30,328,35.5,0.344,35,1
0,123,88,37,0,35.2,0.197,29,0
4,85,58,22,49,27.8,0.306,28,0
0,84,82,31,125,38.2,0.233,23,0
0,145,0,0,0,44.2,0.63,31,1
0,135,68,42,250,42.3,0.365,24,1
1,139,62,41,480,40.7,0.536,21,0
0,173,78,32,265,46.5,1.159,58,0
4,99,72,17,0,25.6,0.294,28,0
8,194,80,0,0,26.1,0.551,67,0
2,83,65,28,66,36.8,0.629,24,0
2,89,90,30,0,33.5,0.292,42,0
4,99,68,38,0,32.8,0.145,33,0
4,125,70,18,122,28.9,1.144,45,1
3,80,0,0,0,0,0.174,22,0
6,166,74,0,0,26.6,0.304,66,0
5,110,68,0,0,26,0.292,30,0
2,81,72,15,76,30.1,0.547,25,0
7,195,70,33,145,25.1,0.163,55,1
6,154,74,32,193,29.3,0.839,39,0
2,117,90,19,71,25.2,0.313,21,0
3,84,72,32,0,37.2,0.267,28,0
6,0,68,41,0,39,0.727,41,1
7,94,64,25,79,33.3,0.738,41,0
3,96,78,39,0,37.3,0.238,40,0
10,75,82,0,0,33.3,0.263,38,0
0,180,90,26,90,36.5,0.314,35,1
1,130,60,23,170,28.6,0.692,21,0
2,84,50,23,76,30.4,0.968,21,0
8,120,78,0,0,25,0.409,64,0
12,84,72,31,0,29.7,0.297,46,1
0,139,62,17,210,22.1,0.207,21,0
9,91,68,0,0,24.2,0.2,58,0
2,91,62,0,0,27.3,0.525,22,0
3,99,54,19,86,25.6,0.154,24,0
3,163,70,18,105,31.6,0.268,28,1
9,145,88,34,165,30.3,0.771,53,1
7,125,86,0,0,37.6,0.304,51,0
13,76,60,0,0,32.8,0.18,41,0
6,129,90,7,326,19.6,0.582,60,0
2,68,70,32,66,25,0.187,25,0
3,124,80,33,130,33.2,0.305,26,0
6,114,0,0,0,0,0.189,26,0
9,130,70,0,0,34.2,0.652,45,1
3,125,58,0,0,31.6,0.151,24,0
3,87,60,18,0,21.8,0.444,21,0
1,97,64,19,82,18.2,0.299,21,0
3,116,74,15,105,26.3,0.107,24,0
0,117,66,31,188,30.8,0.493,22,0
0,111,65,0,0,24.6,0.66,31,0
2,122,60,18,106,29.8,0.717,22,0
0,107,76,0,0,45.3,0.686,24,0
1,86,66,52,65,41.3,0.917,29,0
6,91,0,0,0,29.8,0.501,31,0
1,77,56,30,56,33.3,1.251,24,0
4,132,0,0,0,32.9,0.302,23,1
0,105,90,0,0,29.6,0.197,46,0
0,57,60,0,0,21.7,0.735,67,0
0,127,80,37,210,36.3,0.804,23,0
3,129,92,49,155,36.4,0.968,32,1
8,100,74,40,215,39.4,0.661,43,1
3,128,72,25,190,32.4,0.549,27,1
10,90,85,32,0,34.9,0.825,56,1
4,84,90,23,56,39.5,0.159,25,0
1,88,78,29,76,32,0.365,29,0
8,186,90,35,225,34.5,0.423,37,1
5,187,76,27,207,43.6,1.034,53,1
4,131,68,21,166,33.1,0.16,28,0
1,164,82,43,67,32.8,0.341,50,0
4,189,110,31,0,28.5,0.68,37,0
1,116,70,28,0,27.4,0.204,21,0
3,84,68,30,106,31.9,0.591,25,0
6,114,88,0,0,27.8,0.247,66,0
1,88,62,24,44,29.9,0.422,23,0
1,84,64,23,115,36.9,0.471,28,0
7,124,70,33,215,25.5,0.161,37,0
1,97,70,40,0,38.1,0.218,30,0
8,110,76,0,0,27.8,0.237,58,0
11,103,68,40,0,46.2,0.126,42,0
11,85,74,0,0,30.1,0.3,35,0
6,125,76,0,0,33.8,0.121,54,1
0,198,66,32,274,41.3,0.502,28,1
1,87,68,34,77,37.6,0.401,24,0
6,99,60,19,54,26.9,0.497,32,0
0,91,80,0,0,32.4,0.601,27,0
2,95,54,14,88,26.1,0.748,22,0
1,99,72,30,18,38.6,0.412,21,0
6,92,62,32,126,32,0.085,46,0
4,154,72,29,126,31.3,0.338,37,0
0,121,66,30,165,34.3,0.203,33,1
3,78,70,0,0,32.5,0.27,39,0
2,130,96,0,0,22.6,0.268,21,0
3,111,58,31,44,29.5,0.43,22,0
2,98,60,17,120,34.7,0.198,22,0
1,143,86,30,330,30.1,0.892,23,0
1,119,44,47,63,35.5,0.28,25,0
6,108,44,20,130,24,0.813,35,0
2,118,80,0,0,42.9,0.693,21,1
10,133,68,0,0,27,0.245,36,0
2,197,70,99,0,34.7,0.575,62,1
0,151,90,46,0,42.1,0.371,21,1
6,109,60,27,0,25,0.206,27,0
12,121,78,17,0,26.5,0.259,62,0
8,100,76,0,0,38.7,0.19,42,0
8,124,76,24,600,28.7,0.687,52,1
1,93,56,11,0,22.5,0.417,22,0
8,143,66,0,0,34.9,0.129,41,1
6,103,66,0,0,24.3,0.249,29,0
3,176,86,27,156,33.3,1.154,52,1
0,73,0,0,0,21.1,0.342,25,0
11,111,84,40,0,46.8,0.925,45,1
2,112,78,50,140,39.4,0.175,24,0
3,132,80,0,0,34.4,0.402,44,1
2,82,52,22,115,28.5,1.699,25,0
6,123,72,45,230,33.6,0.733,34,0
0,188,82,14,185,32,0.682,22,1
0,67,76,0,0,45.3,0.194,46,0
1,89,24,19,25,27.8,0.559,21,0
1,173,74,0,0,36.8,0.088,38,1
1,109,38,18,120,23.1,0.407,26,0
1,108,88,19,0,27.1,0.4,24,0
6,96,0,0,0,23.7,0.19,28,0
1,124,74,36,0,27.8,0.1,30,0
7,150,78,29,126,35.2,0.692,54,1
4,183,0,0,0,28.4,0.212,36,1
1,124,60,32,0,35.8,0.514,21,0
1,181,78,42,293,40,1.258,22,1
1,92,62,25,41,19.5,0.482,25,0
0,152,82,39,272,41.5,0.27,27,0
1,111,62,13,182,24,0.138,23,0
3,106,54,21,158,30.9,0.292,24,0
3,174,58,22,194,32.9,0.593,36,1
7,168,88,42,321,38.2,0.787,40,1
6,105,80,28,0,32.5,0.878,26,0
11,138,74,26,144,36.1,0.557,50,1
3,106,72,0,0,25.8,0.207,27,0
6,117,96,0,0,28.7,0.157,30,0
2,68,62,13,15,20.1,0.257,23,0
9,112,82,24,0,28.2,1.282,50,1
0,119,0,0,0,32.4,0.141,24,1
2,112,86,42,160,38.4,0.246,28,0
2,92,76,20,0,24.2,1.698,28,0
6,183,94,0,0,40.8,1.461,45,0
0,94,70,27,115,43.5,0.347,21,0
2,108,64,0,0,30.8,0.158,21,0
4,90,88,47,54,37.7,0.362,29,0
0,125,68,0,0,24.7,0.206,21,0
0,132,78,0,0,32.4,0.393,21,0
5,128,80,0,0,34.6,0.144,45,0
4,94,65,22,0,24.7,0.148,21,0
7,114,64,0,0,27.4,0.732,34,1
0,102,78,40,90,34.5,0.238,24,0
2,111,60,0,0,26.2,0.343,23,0
1,128,82,17,183,27.5,0.115,22,0
10,92,62,0,0,25.9,0.167,31,0
13,104,72,0,0,31.2,0.465,38,1
5,104,74,0,0,28.8,0.153,48,0
2,94,76,18,66,31.6,0.649,23,0
7,97,76,32,91,40.9,0.871,32,1
1,100,74,12,46,19.5,0.149,28,0
0,102,86,17,105,29.3,0.695,27,0
4,128,70,0,0,34.3,0.303,24,0
6,147,80,0,0,29.5,0.178,50,1
4,90,0,0,0,28,0.61,31,0
3,103,72,30,152,27.6,0.73,27,0
2,157,74,35,440,39.4,0.134,30,0
1,167,74,17,144,23.4,0.447,33,1
0,179,50,36,159,37.8,0.455,22,1
11,136,84,35,130,28.3,0.26,42,1
0,107,60,25,0,26.4,0.133,23,0
1,91,54,25,100,25.2,0.234,23,0
1,117,60,23,106,33.8,0.466,27,0
5,123,74,40,77,34.1,0.269,28,0
2,120,54,0,0,26.8,0.455,27,0
1,106,70,28,135,34.2,0.142,22,0
2,155,52,27,540,38.7,0.24,25,1
2,101,58,35,90,21.8,0.155,22,0
1,120,80,48,200,38.9,1.162,41,0
11,127,106,0,0,39,0.19,51,0
3,80,82,31,70,34.2,1.292,27,1
10,162,84,0,0,27.7,0.182,54,0
1,199,76,43,0,42.9,1.394,22,1
8,167,106,46,231,37.6,0.165,43,1
9,145,80,46,130,37.9,0.637,40,1
6,115,60,39,0,33.7,0.245,40,1
1,112,80,45,132,34.8,0.217,24,0
4,145,82,18,0,32.5,0.235,70,1
10,111,70,27,0,27.5,0.141,40,1
6,98,58,33,190,34,0.43,43,0
9,154,78,30,100,30.9,0.164,45,0
6,165,68,26,168,33.6,0.631,49,0
1,99,58,10,0,25.4,0.551,21,0
10,68,106,23,49,35.5,0.285,47,0
3,123,100,35,240,57.3,0.88,22,0
8,91,82,0,0,35.6,0.587,68,0
6,195,70,0,0,30.9,0.328,31,1
9,156,86,0,0,24.8,0.23,53,1
0,93,60,0,0,35.3,0.263,25,0
3,121,52,0,0,36,0.127,25,1
2,101,58,17,265,24.2,0.614,23,0
2,56,56,28,45,24.2,0.332,22,0
0,162,76,36,0,49.6,0.364,26,1
0,95,64,39,105,44.6,0.366,22,0
4,125,80,0,0,32.3,0.536,27,1
5,136,82,0,0,0,0.64,69,0
2,129,74,26,205,33.2,0.591,25,0
3,130,64,0,0,23.1,0.314,22,0
1,107,50,19,0,28.3,0.181,29,0
1,140,74,26,180,24.1,0.828,23,0
1,144,82,46,180,46.1,0.335,46,1
8,107,80,0,0,24.6,0.856,34,0
13,158,114,0,0,42.3,0.257,44,1
2,121,70,32,95,39.1,0.886,23,0
7,129,68,49,125,38.5,0.439,43,1
2,90,60,0,0,23.5,0.191,25,0
7,142,90,24,480,30.4,0.128,43,1
3,169,74,19,125,29.9,0.268,31,1
0,99,0,0,0,25,0.253,22,0
4,127,88,11,155,34.5,0.598,28,0
4,118,70,0,0,44.5,0.904,26,0
2,122,76,27,200,35.9,0.483,26,0
6,125,78,31,0,27.6,0.565,49,1
1,168,88,29,0,35,0.905,52,1
2,129,0,0,0,38.5,0.304,41,0
4,110,76,20,100,28.4,0.118,27,0
6,80,80,36,0,39.8,0.177,28,0
10,115,0,0,0,0,0.261,30,1
2,127,46,21,335,34.4,0.176,22,0
9,164,78,0,0,32.8,0.148,45,1
2,93,64,32,160,38,0.674,23,1
3,158,64,13,387,31.2,0.295,24,0
5,126,78,27,22,29.6,0.439,40,0
10,129,62,36,0,41.2,0.441,38,1
0,134,58,20,291,26.4,0.352,21,0
3,102,74,0,0,29.5,0.121,32,0
7,187,50,33,392,33.9,0.826,34,1
3,173,78,39,185,33.8,0.97,31,1
10,94,72,18,0,23.1,0.595,56,0
1,108,60,46,178,35.5,0.415,24,0
5,97,76,27,0,35.6,0.378,52,1
4,83,86,19,0,29.3,0.317,34,0
1,114,66,36,200,38.1,0.289,21,0
1,149,68,29,127,29.3,0.349,42,1
5,117,86,30,105,39.1,0.251,42,0
1,111,94,0,0,32.8,0.265,45,0
4,112,78,40,0,39.4,0.236,38,0
1,116,78,29,180,36.1,0.496,25,0
0,141,84,26,0,32.4,0.433,22,0
2,175,88,0,0,22.9,0.326,22,0
2,92,52,0,0,30.1,0.141,22,0
3,130,78,23,79,28.4,0.323,34,1
8,120,86,0,0,28.4,0.259,22,1
2,174,88,37,120,44.5,0.646,24,1
2,106,56,27,165,29,0.426,22,0
2,105,75,0,0,23.3,0.56,53,0
4,95,60,32,0,35.4,0.284,28,0
0,126,86,27,120,27.4,0.515,21,0
8,65,72,23,0,32,0.6,42,0
2,99,60,17,160,36.6,0.453,21,0
1,102,74,0,0,39.5,0.293,42,1
11,120,80,37,150,42.3,0.785,48,1
3,102,44,20,94,30.8,0.4,26,0
1,109,58,18,116,28.5,0.219,22,0
9,140,94,0,0,32.7,0.734,45,1
13,153,88,37,140,40.6,1.174,39,0
12,100,84,33,105,30,0.488,46,0
1,147,94,41,0,49.3,0.358,27,1
1,81,74,41,57,46.3,1.096,32,0
3,187,70,22,200,36.4,0.408,36,1
6,162,62,0,0,24.3,0.178,50,1
4,136,70,0,0,31.2,1.182,22,1
1,121,78,39,74,39,0.261,28,0
3,108,62,24,0,26,0.223,25,0
0,181,88,44,510,43.3,0.222,26,1
8,154,78,32,0,32.4,0.443,45,1
1,128,88,39,110,36.5,1.057,37,1
7,137,90,41,0,32,0.391,39,0
0,123,72,0,0,36.3,0.258,52,1
1,106,76,0,0,37.5,0.197,26,0
6,190,92,0,0,35.5,0.278,66,1
2,88,58,26,16,28.4,0.766,22,0
9,170,74,31,0,44,0.403,43,1
9,89,62,0,0,22.5,0.142,33,0
10,101,76,48,180,32.9,0.171,63,0
2,122,70,27,0,36.8,0.34,27,0
5,121,72,23,112,26.2,0.245,30,0
1,126,60,0,0,30.1,0.349,47,1
1,93,70,31,0,30.4,0.315,23,0
1 Pregnancies Glucose BloodPressure SkinThickness Insulin BMI DiabetesPedigreeFunction Age Outcome
2 6 148 72 35 0 33.6 0.627 50 1
3 1 85 66 29 0 26.6 0.351 31 0
4 8 183 64 0 0 23.3 0.672 32 1
5 1 89 66 23 94 28.1 0.167 21 0
6 0 137 40 35 168 43.1 2.288 33 1
7 5 116 74 0 0 25.6 0.201 30 0
8 3 78 50 32 88 31 0.248 26 1
9 10 115 0 0 0 35.3 0.134 29 0
10 2 197 70 45 543 30.5 0.158 53 1
11 8 125 96 0 0 0 0.232 54 1
12 4 110 92 0 0 37.6 0.191 30 0
13 10 168 74 0 0 38 0.537 34 1
14 10 139 80 0 0 27.1 1.441 57 0
15 1 189 60 23 846 30.1 0.398 59 1
16 5 166 72 19 175 25.8 0.587 51 1
17 7 100 0 0 0 30 0.484 32 1
18 0 118 84 47 230 45.8 0.551 31 1
19 7 107 74 0 0 29.6 0.254 31 1
20 1 103 30 38 83 43.3 0.183 33 0
21 1 115 70 30 96 34.6 0.529 32 1
22 3 126 88 41 235 39.3 0.704 27 0
23 8 99 84 0 0 35.4 0.388 50 0
24 7 196 90 0 0 39.8 0.451 41 1
25 9 119 80 35 0 29 0.263 29 1
26 11 143 94 33 146 36.6 0.254 51 1
27 10 125 70 26 115 31.1 0.205 41 1
28 7 147 76 0 0 39.4 0.257 43 1
29 1 97 66 15 140 23.2 0.487 22 0
30 13 145 82 19 110 22.2 0.245 57 0
31 5 117 92 0 0 34.1 0.337 38 0
32 5 109 75 26 0 36 0.546 60 0
33 3 158 76 36 245 31.6 0.851 28 1
34 3 88 58 11 54 24.8 0.267 22 0
35 6 92 92 0 0 19.9 0.188 28 0
36 10 122 78 31 0 27.6 0.512 45 0
37 4 103 60 33 192 24 0.966 33 0
38 11 138 76 0 0 33.2 0.42 35 0
39 9 102 76 37 0 32.9 0.665 46 1
40 2 90 68 42 0 38.2 0.503 27 1
41 4 111 72 47 207 37.1 1.39 56 1
42 3 180 64 25 70 34 0.271 26 0
43 7 133 84 0 0 40.2 0.696 37 0
44 7 106 92 18 0 22.7 0.235 48 0
45 9 171 110 24 240 45.4 0.721 54 1
46 7 159 64 0 0 27.4 0.294 40 0
47 0 180 66 39 0 42 1.893 25 1
48 1 146 56 0 0 29.7 0.564 29 0
49 2 71 70 27 0 28 0.586 22 0
50 7 103 66 32 0 39.1 0.344 31 1
51 7 105 0 0 0 0 0.305 24 0
52 1 103 80 11 82 19.4 0.491 22 0
53 1 101 50 15 36 24.2 0.526 26 0
54 5 88 66 21 23 24.4 0.342 30 0
55 8 176 90 34 300 33.7 0.467 58 1
56 7 150 66 42 342 34.7 0.718 42 0
57 1 73 50 10 0 23 0.248 21 0
58 7 187 68 39 304 37.7 0.254 41 1
59 0 100 88 60 110 46.8 0.962 31 0
60 0 146 82 0 0 40.5 1.781 44 0
61 0 105 64 41 142 41.5 0.173 22 0
62 2 84 0 0 0 0 0.304 21 0
63 8 133 72 0 0 32.9 0.27 39 1
64 5 44 62 0 0 25 0.587 36 0
65 2 141 58 34 128 25.4 0.699 24 0
66 7 114 66 0 0 32.8 0.258 42 1
67 5 99 74 27 0 29 0.203 32 0
68 0 109 88 30 0 32.5 0.855 38 1
69 2 109 92 0 0 42.7 0.845 54 0
70 1 95 66 13 38 19.6 0.334 25 0
71 4 146 85 27 100 28.9 0.189 27 0
72 2 100 66 20 90 32.9 0.867 28 1
73 5 139 64 35 140 28.6 0.411 26 0
74 13 126 90 0 0 43.4 0.583 42 1
75 4 129 86 20 270 35.1 0.231 23 0
76 1 79 75 30 0 32 0.396 22 0
77 1 0 48 20 0 24.7 0.14 22 0
78 7 62 78 0 0 32.6 0.391 41 0
79 5 95 72 33 0 37.7 0.37 27 0
80 0 131 0 0 0 43.2 0.27 26 1
81 2 112 66 22 0 25 0.307 24 0
82 3 113 44 13 0 22.4 0.14 22 0
83 2 74 0 0 0 0 0.102 22 0
84 7 83 78 26 71 29.3 0.767 36 0
85 0 101 65 28 0 24.6 0.237 22 0
86 5 137 108 0 0 48.8 0.227 37 1
87 2 110 74 29 125 32.4 0.698 27 0
88 13 106 72 54 0 36.6 0.178 45 0
89 2 100 68 25 71 38.5 0.324 26 0
90 15 136 70 32 110 37.1 0.153 43 1
91 1 107 68 19 0 26.5 0.165 24 0
92 1 80 55 0 0 19.1 0.258 21 0
93 4 123 80 15 176 32 0.443 34 0
94 7 81 78 40 48 46.7 0.261 42 0
95 4 134 72 0 0 23.8 0.277 60 1
96 2 142 82 18 64 24.7 0.761 21 0
97 6 144 72 27 228 33.9 0.255 40 0
98 2 92 62 28 0 31.6 0.13 24 0
99 1 71 48 18 76 20.4 0.323 22 0
100 6 93 50 30 64 28.7 0.356 23 0
101 1 122 90 51 220 49.7 0.325 31 1
102 1 163 72 0 0 39 1.222 33 1
103 1 151 60 0 0 26.1 0.179 22 0
104 0 125 96 0 0 22.5 0.262 21 0
105 1 81 72 18 40 26.6 0.283 24 0
106 2 85 65 0 0 39.6 0.93 27 0
107 1 126 56 29 152 28.7 0.801 21 0
108 1 96 122 0 0 22.4 0.207 27 0
109 4 144 58 28 140 29.5 0.287 37 0
110 3 83 58 31 18 34.3 0.336 25 0
111 0 95 85 25 36 37.4 0.247 24 1
112 3 171 72 33 135 33.3 0.199 24 1
113 8 155 62 26 495 34 0.543 46 1
114 1 89 76 34 37 31.2 0.192 23 0
115 4 76 62 0 0 34 0.391 25 0
116 7 160 54 32 175 30.5 0.588 39 1
117 4 146 92 0 0 31.2 0.539 61 1
118 5 124 74 0 0 34 0.22 38 1
119 5 78 48 0 0 33.7 0.654 25 0
120 4 97 60 23 0 28.2 0.443 22 0
121 4 99 76 15 51 23.2 0.223 21 0
122 0 162 76 56 100 53.2 0.759 25 1
123 6 111 64 39 0 34.2 0.26 24 0
124 2 107 74 30 100 33.6 0.404 23 0
125 5 132 80 0 0 26.8 0.186 69 0
126 0 113 76 0 0 33.3 0.278 23 1
127 1 88 30 42 99 55 0.496 26 1
128 3 120 70 30 135 42.9 0.452 30 0
129 1 118 58 36 94 33.3 0.261 23 0
130 1 117 88 24 145 34.5 0.403 40 1
131 0 105 84 0 0 27.9 0.741 62 1
132 4 173 70 14 168 29.7 0.361 33 1
133 9 122 56 0 0 33.3 1.114 33 1
134 3 170 64 37 225 34.5 0.356 30 1
135 8 84 74 31 0 38.3 0.457 39 0
136 2 96 68 13 49 21.1 0.647 26 0
137 2 125 60 20 140 33.8 0.088 31 0
138 0 100 70 26 50 30.8 0.597 21 0
139 0 93 60 25 92 28.7 0.532 22 0
140 0 129 80 0 0 31.2 0.703 29 0
141 5 105 72 29 325 36.9 0.159 28 0
142 3 128 78 0 0 21.1 0.268 55 0
143 5 106 82 30 0 39.5 0.286 38 0
144 2 108 52 26 63 32.5 0.318 22 0
145 10 108 66 0 0 32.4 0.272 42 1
146 4 154 62 31 284 32.8 0.237 23 0
147 0 102 75 23 0 0 0.572 21 0
148 9 57 80 37 0 32.8 0.096 41 0
149 2 106 64 35 119 30.5 1.4 34 0
150 5 147 78 0 0 33.7 0.218 65 0
151 2 90 70 17 0 27.3 0.085 22 0
152 1 136 74 50 204 37.4 0.399 24 0
153 4 114 65 0 0 21.9 0.432 37 0
154 9 156 86 28 155 34.3 1.189 42 1
155 1 153 82 42 485 40.6 0.687 23 0
156 8 188 78 0 0 47.9 0.137 43 1
157 7 152 88 44 0 50 0.337 36 1
158 2 99 52 15 94 24.6 0.637 21 0
159 1 109 56 21 135 25.2 0.833 23 0
160 2 88 74 19 53 29 0.229 22 0
161 17 163 72 41 114 40.9 0.817 47 1
162 4 151 90 38 0 29.7 0.294 36 0
163 7 102 74 40 105 37.2 0.204 45 0
164 0 114 80 34 285 44.2 0.167 27 0
165 2 100 64 23 0 29.7 0.368 21 0
166 0 131 88 0 0 31.6 0.743 32 1
167 6 104 74 18 156 29.9 0.722 41 1
168 3 148 66 25 0 32.5 0.256 22 0
169 4 120 68 0 0 29.6 0.709 34 0
170 4 110 66 0 0 31.9 0.471 29 0
171 3 111 90 12 78 28.4 0.495 29 0
172 6 102 82 0 0 30.8 0.18 36 1
173 6 134 70 23 130 35.4 0.542 29 1
174 2 87 0 23 0 28.9 0.773 25 0
175 1 79 60 42 48 43.5 0.678 23 0
176 2 75 64 24 55 29.7 0.37 33 0
177 8 179 72 42 130 32.7 0.719 36 1
178 6 85 78 0 0 31.2 0.382 42 0
179 0 129 110 46 130 67.1 0.319 26 1
180 5 143 78 0 0 45 0.19 47 0
181 5 130 82 0 0 39.1 0.956 37 1
182 6 87 80 0 0 23.2 0.084 32 0
183 0 119 64 18 92 34.9 0.725 23 0
184 1 0 74 20 23 27.7 0.299 21 0
185 5 73 60 0 0 26.8 0.268 27 0
186 4 141 74 0 0 27.6 0.244 40 0
187 7 194 68 28 0 35.9 0.745 41 1
188 8 181 68 36 495 30.1 0.615 60 1
189 1 128 98 41 58 32 1.321 33 1
190 8 109 76 39 114 27.9 0.64 31 1
191 5 139 80 35 160 31.6 0.361 25 1
192 3 111 62 0 0 22.6 0.142 21 0
193 9 123 70 44 94 33.1 0.374 40 0
194 7 159 66 0 0 30.4 0.383 36 1
195 11 135 0 0 0 52.3 0.578 40 1
196 8 85 55 20 0 24.4 0.136 42 0
197 5 158 84 41 210 39.4 0.395 29 1
198 1 105 58 0 0 24.3 0.187 21 0
199 3 107 62 13 48 22.9 0.678 23 1
200 4 109 64 44 99 34.8 0.905 26 1
201 4 148 60 27 318 30.9 0.15 29 1
202 0 113 80 16 0 31 0.874 21 0
203 1 138 82 0 0 40.1 0.236 28 0
204 0 108 68 20 0 27.3 0.787 32 0
205 2 99 70 16 44 20.4 0.235 27 0
206 6 103 72 32 190 37.7 0.324 55 0
207 5 111 72 28 0 23.9 0.407 27 0
208 8 196 76 29 280 37.5 0.605 57 1
209 5 162 104 0 0 37.7 0.151 52 1
210 1 96 64 27 87 33.2 0.289 21 0
211 7 184 84 33 0 35.5 0.355 41 1
212 2 81 60 22 0 27.7 0.29 25 0
213 0 147 85 54 0 42.8 0.375 24 0
214 7 179 95 31 0 34.2 0.164 60 0
215 0 140 65 26 130 42.6 0.431 24 1
216 9 112 82 32 175 34.2 0.26 36 1
217 12 151 70 40 271 41.8 0.742 38 1
218 5 109 62 41 129 35.8 0.514 25 1
219 6 125 68 30 120 30 0.464 32 0
220 5 85 74 22 0 29 1.224 32 1
221 5 112 66 0 0 37.8 0.261 41 1
222 0 177 60 29 478 34.6 1.072 21 1
223 2 158 90 0 0 31.6 0.805 66 1
224 7 119 0 0 0 25.2 0.209 37 0
225 7 142 60 33 190 28.8 0.687 61 0
226 1 100 66 15 56 23.6 0.666 26 0
227 1 87 78 27 32 34.6 0.101 22 0
228 0 101 76 0 0 35.7 0.198 26 0
229 3 162 52 38 0 37.2 0.652 24 1
230 4 197 70 39 744 36.7 2.329 31 0
231 0 117 80 31 53 45.2 0.089 24 0
232 4 142 86 0 0 44 0.645 22 1
233 6 134 80 37 370 46.2 0.238 46 1
234 1 79 80 25 37 25.4 0.583 22 0
235 4 122 68 0 0 35 0.394 29 0
236 3 74 68 28 45 29.7 0.293 23 0
237 4 171 72 0 0 43.6 0.479 26 1
238 7 181 84 21 192 35.9 0.586 51 1
239 0 179 90 27 0 44.1 0.686 23 1
240 9 164 84 21 0 30.8 0.831 32 1
241 0 104 76 0 0 18.4 0.582 27 0
242 1 91 64 24 0 29.2 0.192 21 0
243 4 91 70 32 88 33.1 0.446 22 0
244 3 139 54 0 0 25.6 0.402 22 1
245 6 119 50 22 176 27.1 1.318 33 1
246 2 146 76 35 194 38.2 0.329 29 0
247 9 184 85 15 0 30 1.213 49 1
248 10 122 68 0 0 31.2 0.258 41 0
249 0 165 90 33 680 52.3 0.427 23 0
250 9 124 70 33 402 35.4 0.282 34 0
251 1 111 86 19 0 30.1 0.143 23 0
252 9 106 52 0 0 31.2 0.38 42 0
253 2 129 84 0 0 28 0.284 27 0
254 2 90 80 14 55 24.4 0.249 24 0
255 0 86 68 32 0 35.8 0.238 25 0
256 12 92 62 7 258 27.6 0.926 44 1
257 1 113 64 35 0 33.6 0.543 21 1
258 3 111 56 39 0 30.1 0.557 30 0
259 2 114 68 22 0 28.7 0.092 25 0
260 1 193 50 16 375 25.9 0.655 24 0
261 11 155 76 28 150 33.3 1.353 51 1
262 3 191 68 15 130 30.9 0.299 34 0
263 3 141 0 0 0 30 0.761 27 1
264 4 95 70 32 0 32.1 0.612 24 0
265 3 142 80 15 0 32.4 0.2 63 0
266 4 123 62 0 0 32 0.226 35 1
267 5 96 74 18 67 33.6 0.997 43 0
268 0 138 0 0 0 36.3 0.933 25 1
269 2 128 64 42 0 40 1.101 24 0
270 0 102 52 0 0 25.1 0.078 21 0
271 2 146 0 0 0 27.5 0.24 28 1
272 10 101 86 37 0 45.6 1.136 38 1
273 2 108 62 32 56 25.2 0.128 21 0
274 3 122 78 0 0 23 0.254 40 0
275 1 71 78 50 45 33.2 0.422 21 0
276 13 106 70 0 0 34.2 0.251 52 0
277 2 100 70 52 57 40.5 0.677 25 0
278 7 106 60 24 0 26.5 0.296 29 1
279 0 104 64 23 116 27.8 0.454 23 0
280 5 114 74 0 0 24.9 0.744 57 0
281 2 108 62 10 278 25.3 0.881 22 0
282 0 146 70 0 0 37.9 0.334 28 1
283 10 129 76 28 122 35.9 0.28 39 0
284 7 133 88 15 155 32.4 0.262 37 0
285 7 161 86 0 0 30.4 0.165 47 1
286 2 108 80 0 0 27 0.259 52 1
287 7 136 74 26 135 26 0.647 51 0
288 5 155 84 44 545 38.7 0.619 34 0
289 1 119 86 39 220 45.6 0.808 29 1
290 4 96 56 17 49 20.8 0.34 26 0
291 5 108 72 43 75 36.1 0.263 33 0
292 0 78 88 29 40 36.9 0.434 21 0
293 0 107 62 30 74 36.6 0.757 25 1
294 2 128 78 37 182 43.3 1.224 31 1
295 1 128 48 45 194 40.5 0.613 24 1
296 0 161 50 0 0 21.9 0.254 65 0
297 6 151 62 31 120 35.5 0.692 28 0
298 2 146 70 38 360 28 0.337 29 1
299 0 126 84 29 215 30.7 0.52 24 0
300 14 100 78 25 184 36.6 0.412 46 1
301 8 112 72 0 0 23.6 0.84 58 0
302 0 167 0 0 0 32.3 0.839 30 1
303 2 144 58 33 135 31.6 0.422 25 1
304 5 77 82 41 42 35.8 0.156 35 0
305 5 115 98 0 0 52.9 0.209 28 1
306 3 150 76 0 0 21 0.207 37 0
307 2 120 76 37 105 39.7 0.215 29 0
308 10 161 68 23 132 25.5 0.326 47 1
309 0 137 68 14 148 24.8 0.143 21 0
310 0 128 68 19 180 30.5 1.391 25 1
311 2 124 68 28 205 32.9 0.875 30 1
312 6 80 66 30 0 26.2 0.313 41 0
313 0 106 70 37 148 39.4 0.605 22 0
314 2 155 74 17 96 26.6 0.433 27 1
315 3 113 50 10 85 29.5 0.626 25 0
316 7 109 80 31 0 35.9 1.127 43 1
317 2 112 68 22 94 34.1 0.315 26 0
318 3 99 80 11 64 19.3 0.284 30 0
319 3 182 74 0 0 30.5 0.345 29 1
320 3 115 66 39 140 38.1 0.15 28 0
321 6 194 78 0 0 23.5 0.129 59 1
322 4 129 60 12 231 27.5 0.527 31 0
323 3 112 74 30 0 31.6 0.197 25 1
324 0 124 70 20 0 27.4 0.254 36 1
325 13 152 90 33 29 26.8 0.731 43 1
326 2 112 75 32 0 35.7 0.148 21 0
327 1 157 72 21 168 25.6 0.123 24 0
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