Pandas Python For Mac
2021年7月25日Download here: http://gg.gg/vi3af
Sudo dnf install numpy scipy python-matplotlib ipython python-pandas sympy python-nose atlas-devel Mac ¶ Mac doesn’t have a preinstalled package manager, but there are a couple of popular package managers you can install. No, pandas is not fully compatible with Python 3.9 yet. Because it depends on NumPy and NumPy won’t be officially recompiled until it’s next release. Either downgrade to Python 3.8 or wait a few more days/weeks until the next NumPy release. Welcome to the best resource online for learning and mastering data analysis with pandas and python. Over 31 hours, 10+ datasets, and 50+ skill challenges, you will gain hands-on mastery of, not only pandas 1.0.x, but also tens of computer science, statistics, and programming concepts. We will break down, understand, and practice hundreds of methods, attributes, and techniques in pandas. Before getting started let me introduce you about Pandas, Pandas is a python library that provides high-performance, easy-to-use data structures such as a series, Data Frame and Panel for data analysis tools for Python programming language. Moreover, Pandas Data Frame consists of main components, the data, rows, and columns.
*Pandas For Python 3.7
*Python Pandas Example
*Download Pandas For Python 2.7Latest version
Released:
Python-tesseract is a python wrapper for Google’s Tesseract-OCRProject description
Python-tesseract is an optical character recognition (OCR) tool for python.That is, it will recognize and “read” the text embedded in images.
Python-tesseract is a wrapper for Google’s Tesseract-OCR Engine.It is also useful as a stand-alone invocation script to tesseract, as it can read all image typessupported by the Pillow and Leptonica imaging libraries, including jpeg, png, gif, bmp, tiff,and others. Additionally, if used as a script, Python-tesseract will print the recognizedtext instead of writing it to a file.USAGE
Quickstart
Note: Test images are located in the tests/data folder of the Git repo.
Library usage:
Support for OpenCV image/NumPy array objects
If you need custom configuration like oem/psm, use the config keyword.
Add the following config, if you have tessdata error like: “Error opening data file…”
Functions
*get_tesseract_version Returns the Tesseract version installed in the system.
*image_to_string Returns the result of a Tesseract OCR run on the image to string
*image_to_boxes Returns result containing recognized characters and their box boundaries
*image_to_data Returns result containing box boundaries, confidences, and other information. Requires Tesseract 3.05+. For more information, please check the Tesseract TSV documentation
*image_to_osd Returns result containing information about orientation and script detection.
*image_to_alto_xml Returns result in the form of Tesseract’s ALTO XML format.
*run_and_get_output Returns the raw output from Tesseract OCR. Gives a bit more control over the parameters that are sent to tesseract.
Parameters
image_to_data(image, lang=None, config=’, nice=0, output_type=Output.STRING, timeout=0, pandas_config=None)
*image Object or String - PIL Image/NumPy array or file path of the image to be processed by Tesseract. If you pass object instead of file path, pytesseract will implicitly convert the image to RGB mode.
*lang String - Tesseract language code string. Defaults to eng if not specified! Example for multiple languages: lang=’eng+fra’
*config String - Any additional custom configuration flags that are not available via the pytesseract function. For example: config=’--psm 6’
*nice Integer - modifies the processor priority for the Tesseract run. Not supported on Windows. Nice adjusts the niceness of unix-like processes.
*output_type Class attribute - specifies the type of the output, defaults to string. For the full list of all supported types, please check the definition of pytesseract.Output class.
*timeout Integer or Float - duration in seconds for the OCR processing, after which, pytesseract will terminate and raise RuntimeError.
*pandas_config Dict - only for the Output.DATAFRAME type. Dictionary with custom arguments for pandas.read_csv. Allows you to customize the output of image_to_data.
CLI usage:INSTALLATION
Prerequisites:
*
Python-tesseract requires Python 2.7 or Python 3.5+
*
You will need the Python Imaging Library (PIL) (or the Pillow fork).Under Debian/Ubuntu, this is the package python-imaging or python3-imaging.
*
Install Google Tesseract OCR(additional info how to install the engine on Linux, Mac OSX and Windows).You must be able to invoke the tesseract command as tesseract. If thisisn’t the case, for example because tesseract isn’t in your PATH, you willhave to change the “tesseract_cmd” variable pytesseract.pytesseract.tesseract_cmd.Under Debian/Ubuntu you can use the package tesseract-ocr.For Mac OS users. please install homebrew package tesseract.
Note: Make sure that you also have installed tessconfigs and configs from tesseract-ocr/tessconfigs or via the OS package manager.
Check the pytesseract package page for more information.TESTING
To run this project’s test suite, install and run tox. Ensure that you have tesseractinstalled and in your PATH.LICENSE
Check the LICENSE file included in the Python-tesseract repository/distribution.As of Python-tesseract 0.3.1 the license is Apache License Version 2.0CONTRIBUTORS
*Originally written by Samuel HoffstaetterRelease historyRelease notifications | RSS feed
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0.1 Download files
Download the file for your platform. If you’re not sure which to choose, learn more about installing packages.Files for pytesseract, version 0.3.6Filename, sizeFile typePython versionUpload dateHashesFilename, size pytesseract-0.3.6.tar.gz (13.4 kB) File type Source Python version None Upload dateHashesCloseHashes for pytesseract-0.3.6.tar.gz Hashes for pytesseract-0.3.6.tar.gzAlgorithmHash digestSHA256b79641b7915ff039da22d5591cb2f5ca6cb0ed7c65194c9c750360dc6a1cc87fMD52958f7cf0a207b6188db6d8b4a573b2dBLAKE2-256174b4dbd55388225bb6cd243d21f70e77cb3ce061e241257485936324b8e920fAuthor
Bob Savage <bobsavage@mac.com>
Python on a Macintosh running Mac OS X is in principle very similar to Python onany other Unix platform, but there are a number of additional features such asthe IDE and the Package Manager that are worth pointing out.4.1. Getting and Installing MacPython¶
Mac OS X 10.8 comes with Python 2.7 pre-installed by Apple. If you wish, youare invited to install the most recent version of Python 3 from the Pythonwebsite (https://www.python.org). A current “universal binary” build of Python,which runs natively on the Mac’s new Intel and legacy PPC CPU’s, is availablethere.
What you get after installing is a number of things:
*
A Python3.9 folder in your Applications folder. In hereyou find IDLE, the development environment that is a standard part of officialPython distributions; and PythonLauncher, which handles double-clicking Pythonscripts from the Finder.
*
A framework /Library/Frameworks/Python.framework, which includes thePython executable and libraries. The installer adds this location to your shellpath. To uninstall MacPython, you can simply remove these three things. Asymlink to the Python executable is placed in /usr/local/bin/.
The Apple-provided build of Python is installed in/System/Library/Frameworks/Python.framework and /usr/bin/python,respectively. You should never modify or delete these, as they areApple-controlled and are used by Apple- or third-party software. Remember thatif you choose to install a newer Python version from python.org, you will havetwo different but functional Python installations on your computer, so it willbe important that your paths and usages are consistent with what you want to do.
IDLE includes a help menu that allows you to access Python documentation. If youare completely new to Python you should start reading the tutorial introductionin that document.
Omnifocus for pc. OmniFocus for Mac is a sleek piece of software that perfectly integrates the most effective productivity strategies into a single platform. It’s fast, non-intrusive, and with syncing to mobile. Download OmniFocus 3.9.2 for Mac from FileHorse. 100% Safe and Secure Personal task management software for Mac with iOS companion app. Powerfully productive. OmniFocus is powerful task management software for busy professionals. With tools to help tame the chaos, you can focus on the right tasks at the right time. Creators of Mac, iPad, and iPhone productivity software. Proud to bring you OmniFocus, OmniOutliner, OmniGraffle, and OmniPlan.Pandas For Python 3.7
If you are familiar with Python on other Unix platforms you should read thesection on running Python scripts from the Unix shell.4.1.1. How to run a Python script¶
Your best way to get started with Python on Mac OS X is through the IDLEintegrated development environment, see section The IDE and use the Help menuwhen the IDE is running.
If you want to run Python scripts from the Terminal window command line or fromthe Finder you first need an editor to create your script. Mac OS X comes with anumber of standard Unix command line editors, vim andemacs among them. If you want a more Mac-like editor,BBEdit or TextWrangler from Bare Bones Software (seehttp://www.barebones.com/products/bbedit/index.html) are good choices, as isTextMate (see https://macromates.com/). Other editors includeGvim (http://macvim-dev.github.io/macvim/) and Aquamacs(http://aquamacs.org/).
To run your script from the Terminal window you must make sure that/usr/local/bin is in your shell search path.
To run your script from the Finder you have two options:
*
Drag it to PythonLauncher
*
Select PythonLauncher as the default application to open yourscript (or any .py script) through the finder Info window and double-click it.PythonLauncher has various preferences to control how your script islaunched. Option-dragging allows you to change these for one invocation, or useits Preferences menu to change things globally.4.1.2. Running scripts with a GUI¶
With older versions of Python, there is one Mac OS X quirk that you need to beaware of: programs that talk to the Aqua window manager (in other words,anything that has a GUI) need to be run in a special way. Use pythonwinstead of python to start such scripts.
With Python 3.9, you can use either python or pythonw.4.1.3. Configuration¶
Python on OS X honors all standard Unix environment variables such asPYTHONPATH, but setting these variables for programs started from theFinder is non-standard as the Finder does not read your .profile or.cshrc at startup. You need to create a file~/.MacOSX/environment.plist. See Apple’s Technical Document QA1067 fordetails.
For more information on installation Python packages in MacPython, see sectionInstalling Additional Python Packages.4.2. The IDE¶
MacPython ships with the standard IDLE development environment. A goodintroduction to using IDLE can be found athttp://www.hashcollision.org/hkn/python/idle_intro/index.html.4.3. Installing Additional Python Packages¶
There are several methods to install additional Python packages:
*
Packages can be installed via the standard Python distutils mode (pythonsetup.pyinstall).
*
Many packages can also be installed via the setuptools extensionor pip wrapper, see https://pip.pypa.io/.4.4. GUI Programming on the Mac¶
There are several options for building GUI applications on the Mac with Python.
PyObjC is a Python binding to Apple’s Objective-C/Cocoa framework, which isthe foundation of most modern Mac development. Information on PyObjC isavailable from https://pypi.org/project/pyobjc/.
The standard Python GUI toolkit is tkinter, based on the cross-platformTk toolkit (https://www.tcl.tk). An Aqua-native version of Tk is bundled with OSX by Apple, and the latest version can be downloaded and installed fromhttps://www.activestate.com; it can also be built from source.
wxPython is another popular cross-platform GUI toolkit that runs natively onMac OS X. Packages and documentation are available from https://www.wxpython.org.
PyQt is another popular cross-platform GUI toolkit that runs natively on MacOS X. More information can be found athttps://riverbankcomputing.com/software/pyqt/intro.4.5. Distributing Python Applications on the Mac¶
The standard tool for deploying standalone Python applications on the Mac ispy2app. More information on installing and using py2app can be foundat http://undefined.org/python/#py2app.4.6. Other Resources¶Python Pandas Example
The MacPython mailing list is an excellent support resource for Python users anddevelopers on the Mac:Download Pandas For Python 2.7
Another useful resource is the MacPython wiki:
Download here: http://gg.gg/vi3af
https://diarynote.indered.space
Sudo dnf install numpy scipy python-matplotlib ipython python-pandas sympy python-nose atlas-devel Mac ¶ Mac doesn’t have a preinstalled package manager, but there are a couple of popular package managers you can install. No, pandas is not fully compatible with Python 3.9 yet. Because it depends on NumPy and NumPy won’t be officially recompiled until it’s next release. Either downgrade to Python 3.8 or wait a few more days/weeks until the next NumPy release. Welcome to the best resource online for learning and mastering data analysis with pandas and python. Over 31 hours, 10+ datasets, and 50+ skill challenges, you will gain hands-on mastery of, not only pandas 1.0.x, but also tens of computer science, statistics, and programming concepts. We will break down, understand, and practice hundreds of methods, attributes, and techniques in pandas. Before getting started let me introduce you about Pandas, Pandas is a python library that provides high-performance, easy-to-use data structures such as a series, Data Frame and Panel for data analysis tools for Python programming language. Moreover, Pandas Data Frame consists of main components, the data, rows, and columns.
*Pandas For Python 3.7
*Python Pandas Example
*Download Pandas For Python 2.7Latest version
Released:
Python-tesseract is a python wrapper for Google’s Tesseract-OCRProject description
Python-tesseract is an optical character recognition (OCR) tool for python.That is, it will recognize and “read” the text embedded in images.
Python-tesseract is a wrapper for Google’s Tesseract-OCR Engine.It is also useful as a stand-alone invocation script to tesseract, as it can read all image typessupported by the Pillow and Leptonica imaging libraries, including jpeg, png, gif, bmp, tiff,and others. Additionally, if used as a script, Python-tesseract will print the recognizedtext instead of writing it to a file.USAGE
Quickstart
Note: Test images are located in the tests/data folder of the Git repo.
Library usage:
Support for OpenCV image/NumPy array objects
If you need custom configuration like oem/psm, use the config keyword.
Add the following config, if you have tessdata error like: “Error opening data file…”
Functions
*get_tesseract_version Returns the Tesseract version installed in the system.
*image_to_string Returns the result of a Tesseract OCR run on the image to string
*image_to_boxes Returns result containing recognized characters and their box boundaries
*image_to_data Returns result containing box boundaries, confidences, and other information. Requires Tesseract 3.05+. For more information, please check the Tesseract TSV documentation
*image_to_osd Returns result containing information about orientation and script detection.
*image_to_alto_xml Returns result in the form of Tesseract’s ALTO XML format.
*run_and_get_output Returns the raw output from Tesseract OCR. Gives a bit more control over the parameters that are sent to tesseract.
Parameters
image_to_data(image, lang=None, config=’, nice=0, output_type=Output.STRING, timeout=0, pandas_config=None)
*image Object or String - PIL Image/NumPy array or file path of the image to be processed by Tesseract. If you pass object instead of file path, pytesseract will implicitly convert the image to RGB mode.
*lang String - Tesseract language code string. Defaults to eng if not specified! Example for multiple languages: lang=’eng+fra’
*config String - Any additional custom configuration flags that are not available via the pytesseract function. For example: config=’--psm 6’
*nice Integer - modifies the processor priority for the Tesseract run. Not supported on Windows. Nice adjusts the niceness of unix-like processes.
*output_type Class attribute - specifies the type of the output, defaults to string. For the full list of all supported types, please check the definition of pytesseract.Output class.
*timeout Integer or Float - duration in seconds for the OCR processing, after which, pytesseract will terminate and raise RuntimeError.
*pandas_config Dict - only for the Output.DATAFRAME type. Dictionary with custom arguments for pandas.read_csv. Allows you to customize the output of image_to_data.
CLI usage:INSTALLATION
Prerequisites:
*
Python-tesseract requires Python 2.7 or Python 3.5+
*
You will need the Python Imaging Library (PIL) (or the Pillow fork).Under Debian/Ubuntu, this is the package python-imaging or python3-imaging.
*
Install Google Tesseract OCR(additional info how to install the engine on Linux, Mac OSX and Windows).You must be able to invoke the tesseract command as tesseract. If thisisn’t the case, for example because tesseract isn’t in your PATH, you willhave to change the “tesseract_cmd” variable pytesseract.pytesseract.tesseract_cmd.Under Debian/Ubuntu you can use the package tesseract-ocr.For Mac OS users. please install homebrew package tesseract.
Note: Make sure that you also have installed tessconfigs and configs from tesseract-ocr/tessconfigs or via the OS package manager.
Check the pytesseract package page for more information.TESTING
To run this project’s test suite, install and run tox. Ensure that you have tesseractinstalled and in your PATH.LICENSE
Check the LICENSE file included in the Python-tesseract repository/distribution.As of Python-tesseract 0.3.1 the license is Apache License Version 2.0CONTRIBUTORS
*Originally written by Samuel HoffstaetterRelease historyRelease notifications | RSS feed
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0.1 Download files
Download the file for your platform. If you’re not sure which to choose, learn more about installing packages.Files for pytesseract, version 0.3.6Filename, sizeFile typePython versionUpload dateHashesFilename, size pytesseract-0.3.6.tar.gz (13.4 kB) File type Source Python version None Upload dateHashesCloseHashes for pytesseract-0.3.6.tar.gz Hashes for pytesseract-0.3.6.tar.gzAlgorithmHash digestSHA256b79641b7915ff039da22d5591cb2f5ca6cb0ed7c65194c9c750360dc6a1cc87fMD52958f7cf0a207b6188db6d8b4a573b2dBLAKE2-256174b4dbd55388225bb6cd243d21f70e77cb3ce061e241257485936324b8e920fAuthor
Bob Savage <bobsavage@mac.com>
Python on a Macintosh running Mac OS X is in principle very similar to Python onany other Unix platform, but there are a number of additional features such asthe IDE and the Package Manager that are worth pointing out.4.1. Getting and Installing MacPython¶
Mac OS X 10.8 comes with Python 2.7 pre-installed by Apple. If you wish, youare invited to install the most recent version of Python 3 from the Pythonwebsite (https://www.python.org). A current “universal binary” build of Python,which runs natively on the Mac’s new Intel and legacy PPC CPU’s, is availablethere.
What you get after installing is a number of things:
*
A Python3.9 folder in your Applications folder. In hereyou find IDLE, the development environment that is a standard part of officialPython distributions; and PythonLauncher, which handles double-clicking Pythonscripts from the Finder.
*
A framework /Library/Frameworks/Python.framework, which includes thePython executable and libraries. The installer adds this location to your shellpath. To uninstall MacPython, you can simply remove these three things. Asymlink to the Python executable is placed in /usr/local/bin/.
The Apple-provided build of Python is installed in/System/Library/Frameworks/Python.framework and /usr/bin/python,respectively. You should never modify or delete these, as they areApple-controlled and are used by Apple- or third-party software. Remember thatif you choose to install a newer Python version from python.org, you will havetwo different but functional Python installations on your computer, so it willbe important that your paths and usages are consistent with what you want to do.
IDLE includes a help menu that allows you to access Python documentation. If youare completely new to Python you should start reading the tutorial introductionin that document.
Omnifocus for pc. OmniFocus for Mac is a sleek piece of software that perfectly integrates the most effective productivity strategies into a single platform. It’s fast, non-intrusive, and with syncing to mobile. Download OmniFocus 3.9.2 for Mac from FileHorse. 100% Safe and Secure Personal task management software for Mac with iOS companion app. Powerfully productive. OmniFocus is powerful task management software for busy professionals. With tools to help tame the chaos, you can focus on the right tasks at the right time. Creators of Mac, iPad, and iPhone productivity software. Proud to bring you OmniFocus, OmniOutliner, OmniGraffle, and OmniPlan.Pandas For Python 3.7
If you are familiar with Python on other Unix platforms you should read thesection on running Python scripts from the Unix shell.4.1.1. How to run a Python script¶
Your best way to get started with Python on Mac OS X is through the IDLEintegrated development environment, see section The IDE and use the Help menuwhen the IDE is running.
If you want to run Python scripts from the Terminal window command line or fromthe Finder you first need an editor to create your script. Mac OS X comes with anumber of standard Unix command line editors, vim andemacs among them. If you want a more Mac-like editor,BBEdit or TextWrangler from Bare Bones Software (seehttp://www.barebones.com/products/bbedit/index.html) are good choices, as isTextMate (see https://macromates.com/). Other editors includeGvim (http://macvim-dev.github.io/macvim/) and Aquamacs(http://aquamacs.org/).
To run your script from the Terminal window you must make sure that/usr/local/bin is in your shell search path.
To run your script from the Finder you have two options:
*
Drag it to PythonLauncher
*
Select PythonLauncher as the default application to open yourscript (or any .py script) through the finder Info window and double-click it.PythonLauncher has various preferences to control how your script islaunched. Option-dragging allows you to change these for one invocation, or useits Preferences menu to change things globally.4.1.2. Running scripts with a GUI¶
With older versions of Python, there is one Mac OS X quirk that you need to beaware of: programs that talk to the Aqua window manager (in other words,anything that has a GUI) need to be run in a special way. Use pythonwinstead of python to start such scripts.
With Python 3.9, you can use either python or pythonw.4.1.3. Configuration¶
Python on OS X honors all standard Unix environment variables such asPYTHONPATH, but setting these variables for programs started from theFinder is non-standard as the Finder does not read your .profile or.cshrc at startup. You need to create a file~/.MacOSX/environment.plist. See Apple’s Technical Document QA1067 fordetails.
For more information on installation Python packages in MacPython, see sectionInstalling Additional Python Packages.4.2. The IDE¶
MacPython ships with the standard IDLE development environment. A goodintroduction to using IDLE can be found athttp://www.hashcollision.org/hkn/python/idle_intro/index.html.4.3. Installing Additional Python Packages¶
There are several methods to install additional Python packages:
*
Packages can be installed via the standard Python distutils mode (pythonsetup.pyinstall).
*
Many packages can also be installed via the setuptools extensionor pip wrapper, see https://pip.pypa.io/.4.4. GUI Programming on the Mac¶
There are several options for building GUI applications on the Mac with Python.
PyObjC is a Python binding to Apple’s Objective-C/Cocoa framework, which isthe foundation of most modern Mac development. Information on PyObjC isavailable from https://pypi.org/project/pyobjc/.
The standard Python GUI toolkit is tkinter, based on the cross-platformTk toolkit (https://www.tcl.tk). An Aqua-native version of Tk is bundled with OSX by Apple, and the latest version can be downloaded and installed fromhttps://www.activestate.com; it can also be built from source.
wxPython is another popular cross-platform GUI toolkit that runs natively onMac OS X. Packages and documentation are available from https://www.wxpython.org.
PyQt is another popular cross-platform GUI toolkit that runs natively on MacOS X. More information can be found athttps://riverbankcomputing.com/software/pyqt/intro.4.5. Distributing Python Applications on the Mac¶
The standard tool for deploying standalone Python applications on the Mac ispy2app. More information on installing and using py2app can be foundat http://undefined.org/python/#py2app.4.6. Other Resources¶Python Pandas Example
The MacPython mailing list is an excellent support resource for Python users anddevelopers on the Mac:Download Pandas For Python 2.7
Another useful resource is the MacPython wiki:
Download here: http://gg.gg/vi3af
https://diarynote.indered.space
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