背景：
opentuner在tuning的过程会写数据库，这个数据库文件路径取决于你运行opentuner时的路径，文件名为opentuner.db/{Hostname}.db。然后opentuner还提供一个django应用来可视化数据库，但运行这个django应用一直失败。解决方法如下。
问题1：ImportError: cannot import name patterns
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/utils/autoreload.py", line 228, in wrapper
fn(*args, **kwargs)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/management/commands/runserver.py", line 125, in inner_run
self.check(display_num_errors=True)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/management/base.py", line 359, in check
include_deployment_checks=include_deployment_checks,
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/management/base.py", line 346, in _run_checks
return checks.run_checks(**kwargs)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/checks/registry.py", line 81, in run_checks
new_errors = check(app_configs=app_configs)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/checks/urls.py", line 16, in check_url_config
return check_resolver(resolver)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/core/checks/urls.py", line 26, in check_resolver
return check_method()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/urls/resolvers.py", line 254, in check
for pattern in self.url_patterns:
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/utils/functional.py", line 35, in __get__
res = instance.__dict__[self.name] = self.func(instance)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/urls/resolvers.py", line 405, in url_patterns
patterns = getattr(self.urlconf_module, "urlpatterns", self.urlconf_module)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/utils/functional.py", line 35, in __get__
res = instance.__dict__[self.name] = self.func(instance)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/django/urls/resolvers.py", line 398, in urlconf_module
return import_module(self.urlconf_name)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/importlib/__init__.py", line 37, in import_module
__import__(name)
File "/private/tmp/opentuner-master/stats_app/stats_app/urls.py", line 1, in
from django.conf.urls import patterns, include, url
ImportError: cannot import name patterns
解决：这是因为这个django app构建时用的是比较老的版本django，而我们用了比较新的版本。新的版本在指定urlpattern时可以直接使用元组，取消了pattern函数的使用。
在首行的import里面移除掉patterns，同时第8行进行如下修改：
# 改前：
urlpatterns = patterns('',
# 改后：
urlpatterns = (
问题2：TemplateDoesNotExist: charts.html
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/root/opentuner/stats_app/stats_app/views/charts.py", line 51, in display_full_page
html = render(request, 'charts.html')
File "/usr/local/lib/python2.7/dist-packages/django/shortcuts.py", line 30, in render
content = loader.render_to_string(template_name, context, request, using=using)
File "/usr/local/lib/python2.7/dist-packages/django/template/loader.py", line 67, in render_to_string
template = get_template(template_name, using=using)
File "/usr/local/lib/python2.7/dist-packages/django/template/loader.py", line 25, in get_template
raise TemplateDoesNotExist(template_name, chain=chain)
TemplateDoesNotExist: charts.html
解决：这是因为这个django app构建时用的是比较老的版本django，而我们用了比较新的。新老对于template的使用指定路径语法是不大一样的。可以通过用新的django创建一个test app，然后查看TEMPLATES处的使用方法，然后复制过去，再把templates目录添加进来：
TEMPLATE_DIRS = (
# Put strings here, like "/home/html/django_templates" or "C:/www/django/templates".
# Always use forward slashes, even on Windows.
# Don't forget to use absolute paths, not relative paths.
DIRECTORY_NAME + '/templates',
)
替换为：
TEMPLATES = [
{
'BACKEND': 'django.template.backends.django.DjangoTemplates',
'DIRS': [DIRECTORY_NAME + '/templates',],
'APP_DIRS': True,
'OPTIONS': {
'context_processors': [
'django.template.context_processors.debug',
'django.template.context_processors.request',
'django.contrib.auth.context_processors.auth',
'django.contrib.messages.context_processors.messages',
],
},
},
]
问题3：TclError: no display name and no $DISPLAY environment variable
Internal Server Error: /graph.png
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/home/ubuntu/opentuner/stats_app/stats_app/views/charts.py", line 40, in display_graph
fig = stats.matplotlibplot_file(labels, xlim=xlim, ylim=ylim, disp_types=disp_types)
File "/usr/local/lib/python2.7/dist-packages/opentuner/utils/stats_matplotlib.py", line 87, in matplotlibplot_file
figure = plt.figure()
File "/usr/local/lib/python2.7/dist-packages/matplotlib/pyplot.py", line 539, in figure
**kwargs)
File "/usr/local/lib/python2.7/dist-packages/matplotlib/backend_bases.py", line 171, in new_figure_manager
return cls.new_figure_manager_given_figure(num, fig)
File "/usr/local/lib/python2.7/dist-packages/matplotlib/backends/backend_tkagg.py", line 1049, in new_figure_manager_given_figure
window = Tk.Tk(className="matplotlib")
File "/usr/lib/python2.7/lib-tk/Tkinter.py", line 1818, in __init__
self.tk = _tkinter.create(screenName, baseName, className, interactive, wantobjects, useTk, sync, use)
TclError: no display name and no $DISPLAY environment variable
解决：在引入pyplot、pylab之前，要先更改matplotlib的后端模式为”Agg”。
matplotlib.use('Agg')
在views/charts.py下最先引用到了matplotlib，所以要在这个文件下加入4、5行这两句：
1 import datetime
2 import django
3 from django.shortcuts import render
4 import matplotlib
5 matplotlib.use('Agg')
6 from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
参考：port
问题4： Error encountered while connecting to db
(pysqlite2.dbapi2.DatabaseError) file is encrypted or is not a database [SQL: 'PRAGMA table_info("program")']
Error encountered while connecting to db
(pysqlite2.dbapi2.OperationalError) unable to open database file
Error encountered while connecting to db
解决：可以看源代码：
def get_dbs(path, db_type='sqlite:///'):
"""
Arguments,
path: Path of directory containing .db files
Returns,
A list of (engine, session) pairs to the dbs pointed to by
the db files
"""
dbs = list()
for f in os.listdir(path):
if 'journal' in f:
continue
try:
db_path = os.path.join(path, f)
e, sm = resultsdb.connect(db_type + db_path)
dbs.append(sm())
except Exception as e:
print e
print "Error encountered while connecting to db"
return dbs
看到path为app的第一级目录，即是：opentuner/stats_app 而不是opentuner/stats_app/stats_app
它会遍历这个目录下的所有文件，并当其为数据库文件尝试初始化，异常便跳过继续尝试下一个。
于是，我们只需要把db文件放到这个目录下即可。
成功后的样子
python manage.py runserver
默认使用8000端口，即：localhost:8000
浏览器打开如下：
OpenTuner-Visualizer
问题1：no such table: visualizer_project
Error during template rendering
In template /root/opentuner-visualizer/visualizer/templates/base.html, error at line 0
no such table: visualizer_project
解决：manage.py migrate --run-syncdb
问题2：global name 'output_server' is not defined
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 189, in index
initialize_plot()
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 122, in initialize_plot
output_server("opentuner2")
NameError: global name 'output_server' is not defined
解决：需要安装pip install bokeh==0.9.2
问题3：NameError: global name 'cur_session' is not defined
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 191, in index
update_plot()
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 174, in update_plot
cur_session.store_objects(source)
NameError: global name 'cur_session' is not defined
解决：global cur_session
问题4：AttributeError: unexpected attribute 'conf_id' to Circle
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 189, in index
initialize_plot()
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 136, in initialize_plot
p.circle('x', 'y', conf_id='conf_id', fill_color='fill_color', line_color=None, source=source, size=5)
File "/usr/local/lib/python2.7/dist-packages/bokeh/plotting/helpers.py", line 466, in func
glyph = _make_glyph(glyphclass, kwargs, glyph_ca)
File "/usr/local/lib/python2.7/dist-packages/bokeh/plotting/helpers.py", line 131, in _make_glyph
return glyphclass(**kws)
File "/usr/local/lib/python2.7/dist-packages/bokeh/model.py", line 77, in __init__
super(Model, self).__init__(**kwargs)
File "/usr/local/lib/python2.7/dist-packages/bokeh/core/properties.py", line 701, in __init__
setattr(self, name, value)
File "/usr/local/lib/python2.7/dist-packages/bokeh/core/properties.py", line 722, in __setattr__
(name, self.__class__.__name__, text, nice_join(matches)))
AttributeError: unexpected attribute 'conf_id' to Circle, possible attributes are angle, angle_units, fill_alpha, fill_color, line_alpha, line_cap, line_color, line_dash, line_dash_offset, line_join, line_width, name, radius, radius_dimension, radius_units, size, tags, visible, x or y
那就把plot.py的136行初始化的conf_id参数去掉
问题5：AttributeError: unexpected attribute 'size' to Line
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/exception.py", line 41, in inner
response = get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 249, in _legacy_get_response
response = self._get_response(request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 187, in _get_response
response = self.process_exception_by_middleware(e, request)
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 185, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 191, in index
initialize_plot()
File "/root/opentuner-visualizer/visualizer/views/plot.py", line 139, in initialize_plot
p.line('x', 'y', line_color="red", source=source_best, size=5)
File "/usr/local/lib/python2.7/dist-packages/bokeh/plotting/helpers.py", line 466, in func
glyph = _make_glyph(glyphclass, kwargs, glyph_ca)
File "/usr/local/lib/python2.7/dist-packages/bokeh/plotting/helpers.py", line 131, in _make_glyph
return glyphclass(**kws)
File "/usr/local/lib/python2.7/dist-packages/bokeh/model.py", line 77, in __init__
super(Model, self).__init__(**kwargs)
File "/usr/local/lib/python2.7/dist-packages/bokeh/core/properties.py", line 701, in __init__
setattr(self, name, value)
File "/usr/local/lib/python2.7/dist-packages/bokeh/core/properties.py", line 722, in __setattr__
(name, self.__class__.__name__, text, nice_join(matches)))
AttributeError: unexpected attribute 'size' to Line, possible attributes are line_alpha, line_cap, line_color, line_dash, line_dash_offset, line_join, line_width, name, tags, visible, x or y