开源的数据探查与可视化平台superset

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安装 pip superset
curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
python get-pip.py
λ pip install superset
Collecting superset
Downloading https://files.pythonhosted.org/packages/80/98/8ffd47f4b68b11d00e0cad5a3a61b4e28a56bd79c47623c8c31e04faa8cb/superset-0.28.0.tar.gz (52.7MB)
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Requirement already satisfied: bleach in d:\python\lib\site-packages (from superset) (2.1.4)
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Requirement already satisfied: flask<1.0.0 in d:\python\lib\site-packages (from superset) (0.12.4)
Collecting flask-appbuilder>=1.12.0 (from superset)
Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by ‘ProtocolError(‘Connection aborted.’, ConnectionResetError(10054, ‘ 远程主机强迫
关闭了一个现有的连接。’, None, 10054, None))’: /simple/flask-appbuilder/
Downloading https://files.pythonhosted.org/packages/ca/7b/a4c899095e1ca0eb732cca22934ce483b78b05329f37b97ae0e6e0e3f386/Flask-AppBuilder-1.12.1.tar.gz (2.3MB)
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Requirement already satisfied: flask-caching in d:\python\lib\site-packages (from superset) (1.4.0)
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Requirement already satisfied: idna in d:\python\lib\site-packages (from superset) (2.7)
Requirement already satisfied: isodate in d:\python\lib\site-packages (from superset) (0.6.0) Collecting markdown>=3.0 (from superset)
Downloading https://files.pythonhosted.org/packages/7a/6b/5600647404ba15545ec37d2f7f58844d690baf2f81f3a60b862e48f29287/Markdown-3.0.1-py2.py3-none-any.whl (89kB)
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Collecting tableschema (from superset)
Downloading https://files.pythonhosted.org/packages/28/29/2fd3744510a745bee4735bd34cb44f9a0cc02e646d929a40aa5b2f8b85d8/tableschema-1.2.5-py2.py3-none-any.whl (55kB)
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Requirement already satisfied: Flask-Babel<1,>=0.11.1 in d:\python\lib\site-packages (from flask-appbuilder>=1.12.0->superset) (0.11.1)
Collecting Flask-Login<0.5,>=0.3 (from flask-appbuilder>=1.12.0->superset)
Downloading https://files.pythonhosted.org/packages/c1/ff/bd9a4d2d81bf0c07d9e53e8cd3d675c56553719bbefd372df69bf1b3c1e4/Flask-Login-0.4.1.tar.gz
Requirement already satisfied: Flask-OpenID<2,>=1.2.5 in d:\python\lib\site-packages (from flask-appbuilder>=1.12.0->superset) (1.2.5)
Collecting Flask-SQLAlchemy<3,>=2.3 (from flask-appbuilder>=1.12.0->superset)
Downloading https://files.pythonhosted.org/packages/a1/44/294fb7f6bf49cc7224417cd0637018db9fee0729b4fe166e43e2bbb1f1c8/Flask_SQLAlchemy-2.3.2-py2.py3-none-any.whl
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Collecting tabulator<2.0,>=1.3 (from tableschema->superset)
Downloading https://files.pythonhosted.org/packages/63/a6/33d0b08ce84fd1cdf0fb57e81bc822345007dd698cc5273b7ef916fce5ed/tabulator-1.17.0-py2.py3-none-any.whl (50kB)
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Collecting cchardet<3.0,>=1.0 (from tabulator<2.0,>=1.3->tableschema->superset)
Downloading https://files.pythonhosted.org/packages/dd/6a/6b54a269caa3518b6eaab3aec0fa4fa9eaa8019b4ae84a7c3ef66b1f9be0/cchardet-2.1.4-cp37-cp37m-win32.whl (89kB)
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Installing collected packages: Flask-Login, Flask-SQLAlchemy, flask-appbuilder, markdown, cchardet, tabulator, tableschema, superset
Found existing installation: Flask-Login 0.2.11
Uninstalling Flask-Login-0.2.11:
Successfully uninstalled Flask-Login-0.2.11
Running setup.py install for Flask-Login … done
Found existing installation: Flask-SQLAlchemy 2.1
Uninstalling Flask-SQLAlchemy-2.1:
Successfully uninstalled Flask-SQLAlchemy-2.1
Found existing installation: Flask-AppBuilder 1.10.0
Uninstalling Flask-AppBuilder-1.10.0:
Successfully uninstalled Flask-AppBuilder-1.10.0
Running setup.py install for flask-appbuilder … done
Found existing installation: Markdown 2.6.11
Uninstalling Markdown-2.6.11:
Successfully uninstalled Markdown-2.6.11
Running setup.py install for superset … done
Successfully installed Flask-Login-0.4.1 Flask-SQLAlchemy-2.3.2 cchardet-2.1.4 flask-appbuilder-1.12.1 markdown-3.0.1 superset-0.28.0 tableschema-1.2.5 tabulator-1.17.0
You are using pip version 18.0, however version 18.1 is available.
You should consider upgrading via the ‘python -m pip install –upgrade pip’ command.

# 创建管理员帐号
fabmanager create-admin –app superset
Username [admin]: xxx
User first name [admin]: xxx
User last name [user]: xxx
Email [admin@fab.org]: xxx@qq.cn
Password:
Repeat for confirmation:
Recognized Database Authentications.
Admin User xxx created.

# 初始化数据库 (windows 下,先进入到
Python 安装目录(或者 virtualEnv 的虚拟目录)下,lib\site-packages\superset\bin 下 )
cd /d/python/lib/site-packages/superset/bin
Python superset db upgrade
INFO [alembic.runtime.migration] Context impl SQLiteImpl.
INFO [alembic.runtime.migration] Will assume transactional DDL
# 加载例子 (后续操作都需要在 lib\site-packages\superset\bin 下)
Python superset load_examples
2018-10-18 20:36:31,358:INFO:root:Creating database reference
2018-10-18 20:36:31,401:INFO:root:Database.get_sqla_engine(). Masked URL: sqlite:///C:\Users\xxx\.superset\superset.db
2018-10-18 20:36:42,164:INFO:root:Creating database reference
2018-10-18 20:36:44,521:INFO:root:Creating database reference
2018-10-18 20:36:45,654:INFO:root:Creating database reference
2018-10-18 20:37:02,201:INFO:root:Creating database reference
2018-10-18 20:37:02,378:INFO:root:Creating database reference
2018-10-18 20:37:02,547:INFO:root:Creating database reference
2018-10-18 20:37:04,243:INFO:root:Creating database reference
2018-10-18 20:37:04,380:INFO:root:Creating database reference
2018-10-18 20:37:08,631:INFO:root:Creating database reference
2018-10-18 20:37:08,789:INFO:root:Creating database reference
2018-10-18 20:37:19,065:INFO:root:Creating database reference
2018-10-18 20:37:21,217:INFO:root:Creating database reference
Loading examples into <SQLA engine=sqlite:///C:\Users\xxx\.superset\superset.db>
Creating default CSS templates
Loading energy related dataset
Creating table [wb_health_population] reference
Loading [World Bank’s Health Nutrition and Population Stats]
Creating table [wb_health_population] reference
Creating slices
Creating a World’s Health Bank dashboard
Loading [Birth names]
Done loading table!
——————————————————————————–
Creating table [birth_names] reference
Creating some slices
Creating a dashboard
Loading [Random time series data]
Done loading table!
——————————————————————————–
Creating table [random_time_series] reference
Creating a slice
Loading [Random long/lat data]
Done loading table!
——————————————————————————–
Creating table reference
Creating a slice
Loading [Country Map data]
Done loading table!
——————————————————————————–
Creating table reference
Creating a slice
Loading [Multiformat time series]
Done loading table!
——————————————————————————–
Creating table [multiformat_time_series] reference
Creating Heatmap charts
Loading [Paris GeoJson]
Creating table paris_iris_mapping reference
Loading [San Francisco population polygons]
Creating table sf_population_polygons reference
Loading [Flights data]
Done loading table!
Loading [BART lines]
Creating table bart_lines reference
Loading [Multi Line]
Creating table [wb_health_population] reference
Creating slices
Creating a World’s Health Bank dashboard
Done loading table!
——————————————————————————–
Creating table [birth_names] reference
Creating some slices
Creating a dashboard
Loading [Misc Charts] dashboard
Creating the dashboard
Loading DECK.gl demo
Loading deck.gl dashboard
Creating Scatterplot slice
Creating Screen Grid slice
Creating Hex slice
Creating Grid slice
Creating Polygon slice
Creating Arc slice
Creating Path slice
Creating a dashboard

# 初始化角色和权限
Python superset init
2018-10-18 20:38:30,683:INFO:root:Creating database reference
2018-10-18 20:38:30,690:INFO:root:Syncing role definition
2018-10-18 20:38:30,697:INFO:root:Syncing Admin perms
2018-10-18 20:38:30,771:INFO:root:Syncing Alpha perms
2018-10-18 20:38:30,845:INFO:root:Syncing Gamma perms
2018-10-18 20:38:30,919:INFO:root:Syncing granter perms
2018-10-18 20:38:30,993:INFO:root:Syncing sql_lab perms
2018-10-18 20:38:31,072:INFO:root:Fetching a set of all perms to lookup which ones are missing
2018-10-18 20:38:31,174:INFO:root:Creating missing datasource permissions.
2018-10-18 20:38:31,182:INFO:root:Creating missing database permissions.
2018-10-18 20:38:31,184:INFO:root:Creating missing metrics permissions
2018-10-18 20:38:31,216:INFO:root:Cleaning faulty perms
$ python superset runserver
2018-10-18 20:38:48,839:INFO:root:The Gunicorn ‘superset runserver’ command is deprecated. Please use the ‘gunicorn’ command instead.
Traceback (most recent call last):
File “d:\python\lib\runpy.py”, line 193, in _run_module_as_main
“__main__”, mod_spec)
File “d:\python\lib\runpy.py”, line 85, in _run_code
exec(code, run_globals)
File “D:\python\Scripts\gunicorn.exe\__main__.py”, line 5, in <module>
File “d:\python\lib\site-packages\gunicorn\app\wsgiapp.py”, line 9, in <module>
from gunicorn.app.base import Application
File “d:\python\lib\site-packages\gunicorn\app\base.py”, line 12, in <module>
from gunicorn import util
File “d:\python\lib\site-packages\gunicorn\util.py”, line 9, in <module>
import fcntl
ModuleNotFoundError: No module named ‘fcntl’
Starting server with command:
gunicorn -w 2 –timeout 60 -b 0.0.0.0:8088 –limit-request-line 0 –limit-request-field_size 0 superset:app
# 启动服务,端口 8088, 使用 -p 更改端口号。
Python superset runserver -d
2018-10-18 20:40:14,223:INFO:werkzeug: * Restarting with stat
2018-10-18 20:40:17,704:WARNING:werkzeug: * Debugger is active!
2018-10-18 20:40:17,720:INFO:werkzeug: * Debugger PIN: 139-127-258
2018-10-18 20:40:17,732:INFO:werkzeug: * Running on http://0.0.0.0:8088/ (Press CTRL+C to quit)
安装 MySQL 包
λ pip install mysqlclient
Collecting mysqlclient
Using cached https://files.pythonhosted.org/packages/ec/fd/83329b9d3e14f7344d1cb31f128e6dbba70c5975c9e57896815dbb1988ad/mysqlclient-1.3.13.tar.gz
Installing collected packages: mysqlclient
Running setup.py install for mysqlclient … error
Complete output from command d:\python\python.exe -u -c “import setuptools, tokenize;__file__=’C:\\Users\\xxxx\\AppData\\Local\\Temp\\pip-install-wmrhs8m3\\mysqlclient\\setup.py’;f=getattr(tokenize, ‘open’, open)(__file__);code=f.read().replace(‘\r\n’, ‘\n’);f.close();exec(compile(code, __file__, ‘exec’))” install –record C:\Users\xxxx\AppData\Local\Temp\pip-record-z4r5l4fy\install-record.txt –single-version-externally-managed –compile:
d:\python\lib\distutils\dist.py:274: UserWarning: Unknown distribution option: ‘long_description_content_type’
warnings.warn(msg)
running install
running build
running build_py
creating build
creating build\lib.win32-3.7
copying _mysql_exceptions.py -> build\lib.win32-3.7
creating build\lib.win32-3.7\MySQLdb
copying MySQLdb\__init__.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\compat.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\connections.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\converters.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\cursors.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\release.py -> build\lib.win32-3.7\MySQLdb
copying MySQLdb\times.py -> build\lib.win32-3.7\MySQLdb
creating build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\__init__.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\CLIENT.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\CR.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\ER.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\FIELD_TYPE.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\FLAG.py -> build\lib.win32-3.7\MySQLdb\constants
copying MySQLdb\constants\REFRESH.py -> build\lib.win32-3.7\MySQLdb\constants
running build_ext
building ‘_mysql’ extension
error: Microsoft Visual C++ 14.0 is required. Get it with “Microsoft Visual C++ Build Tools”: http://landinghub.visualstudio.com/visual-cpp-build-tools

—————————————-
Command “d:\python\python.exe -u -c “import setuptools, tokenize;__file__=’C:\\Users\\xxx\\AppData\\Local\\Temp\\pip-install-wmrhs8m3\\mysqlclient\\setup.py’;f=getattr(tokenize, ‘open’, open)(__file__);code=f.read().replace(‘\r\n’, ‘\n’);f.close();exec(compile(code, __file__, ‘exec’))” install –record C:\Users\xxx\AppData\Local\Temp\pip-record-z4r5l4fy\install-record.txt –single-version-externally-managed –compile” failed with error code 1 in C:\Users\xxx\AppData\Local\Temp\pip-install-wmrhs8m3\mysqlclient\

$ curl https://download.lfd.uci.edu/pythonlibs/h2ufg7oq/mysqlclient-1.3.13-cp37-cp37m-win32.whl -o mysqlclient-1.3.13-cp37-cp37m-win32.whl
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 1211k 100 1211k 0 0 2087 0 0:09:54 0:09:54 –:–:– 26499

$ pip install mysqlclient-1.3.13-cp37-cp37m-win32.whl
Processing d:\code\mysqlclient-1.3.13-cp37-cp37m-win32.whl
Installing collected packages: mysqlclient
Successfully installed mysqlclient-1.3.13

测试连接

参考
http://timd.cn/superset/https://www.v2ex.com/amp/t/43… https://blog.csdn.net/qq_3344… https://zhuanlan.zhihu.com/p/… https://www.cnblogs.com/calmz… https://www.cnblogs.com/calmz… https://www.jianshu.com/p/b37…https://stackoverflow.com/que… https://www.cnblogs.com/shaos… https://blog.csdn.net/qq27368…https://www.jianshu.com/p/a6f… 数据可视化平台 superset 使用心得一小时建立数据分析平台

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