I have parameter defined like:

        {
            "parameterName": "l1024",
            "type": "INTEGER",
            "minValue": 0,
            "maxValue": 2,
            "feasiblePoints": "",
            "scallingType": "LINEAR"
        },

but I got suggestion l1024 = 16

/usr/bin/python3.5 /home/hadoop/PycharmProjects/advisor/advisor_server/manage.py runserver 0.0.0.0:8000 Performing system checks...

Unhandled exception in thread started by <function check_errors..wrapper at 0x7f1339688840> Traceback (most recent call last): File "/usr/local/lib/python3.5/dist-packages/django/utils/autoreload.py", line 225, in wrapper fn(*args, **kwargs) File "/usr/local/lib/python3.5/dist-packages/django/core/management/commands/runserver.py", line 121, in inner_run self.check(display_num_errors=True) File "/usr/local/lib/python3.5/dist-packages/django/core/management/base.py", line 364, in check include_deployment_checks=include_deployment_checks, File "/usr/local/lib/python3.5/dist-packages/django/core/management/base.py", line 351, in _run_checks return checks.run_checks(**kwargs) File "/usr/local/lib/python3.5/dist-packages/django/core/checks/registry.py", line 73, in run_checks new_errors = check(app_configs=app_configs) File "/usr/local/lib/python3.5/dist-packages/django/core/checks/urls.py", line 40, in check_url_namespaces_unique all_namespaces = _load_all_namespaces(resolver) File "/usr/local/lib/python3.5/dist-packages/django/core/checks/urls.py", line 57, in _load_all_namespaces url_patterns = getattr(resolver, 'url_patterns', []) File "/usr/local/lib/python3.5/dist-packages/django/utils/functional.py", line 36, in get res = instance.dict[self.name] = self.func(instance) File "/usr/local/lib/python3.5/dist-packages/django/urls/resolvers.py", line 536, in url_patterns patterns = getattr(self.urlconf_module, "urlpatterns", self.urlconf_module) File "/usr/local/lib/python3.5/dist-packages/django/utils/functional.py", line 36, in get res = instance.dict[self.name] = self.func(instance) File "/usr/local/lib/python3.5/dist-packages/django/urls/resolvers.py", line 529, in urlconf_module return import_module(self.urlconf_name) File "/usr/lib/python3.5/importlib/init.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) File "", line 986, in _gcd_import File "", line 969, in _find_and_load File "", line 958, in _find_and_load_unlocked File "", line 673, in _load_unlocked File "", line 665, in exec_module File "", line 222, in _call_with_frames_removed File "/home/hadoop/PycharmProjects/advisor/advisor_server/advisor/urls.py", line 29, in url(r'^suggestion/', include('suggestion.urls')), File "/usr/local/lib/python3.5/dist-packages/django/urls/conf.py", line 34, in include urlconf_module = import_module(urlconf_module) File "/usr/lib/python3.5/importlib/init.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) File "", line 986, in _gcd_import File "", line 969, in _find_and_load File "", line 958, in _find_and_load_unlocked File "", line 673, in _load_unlocked File "", line 665, in exec_module File "", line 222, in _call_with_frames_removed File "/home/hadoop/PycharmProjects/advisor/advisor_server/suggestion/urls.py", line 2, in from . import views File "/home/hadoop/PycharmProjects/advisor/advisor_server/suggestion/views.py", line 16, in from suggestion.algorithm.random_search import RandomSearchAlgorithm File "/home/hadoop/PycharmProjects/advisor/advisor_server/suggestion/algorithm/random_search.py", line 6, in from base_algorithm import BaseSuggestionAlgorithm ImportError: No module named 'base_algorithm'

If the study doesn't have any trials the method fails since trial.studyname in line 107 is not initialized, defining that if a study doesn't have trials then is not completed

I did a simple test to minimize x^2-3x+2 using BayesianOpt.

It seems incapable of minimizing. It always maximize the function. I can maximize the inverse of the function.

examples.zip

Hi, does advisor server have any way to persist trails to a storage back-end?

If such an option isn't available atm could you point me to the source code best suited to extend with such capabilities?

Hi, when using Advisor to get suggestion, i get wrong trial that the parameter was out of the range i set. The study conf shows as below

{ maxTrails: 20, randomInitTrail: 5, params: [ { scallingType: "LINEAR", type: "INTEGER", maxValue: 20, minValue: 5, parameterName: "max_depth", feasiblePoints: "" }, { scallingType: "LINEAR", type: "DOUBLE", maxValue: 0.2, minValue: 0, parameterName: "eta", feasiblePoints: "" } ], goal: "MAXIMIZE" }

and i get a trial like this

{"eta": 19.999988873780502, "max_depth": 0}

then i found line 153 of bayesian_optimization.py
bound_dict = {} it's not in order as you insert in python 2.7 while iterating, so it may get wrong order when construct bounds array at line 182-184

for key in bound_dict.keys():
        bounds.append(bound_dict[key])
      bounds = np.asarray(bounds)

I think it's better to use bound_dict = OrderedDict() to keep the order in bound_dict to get the right suggestion.

I follow your instruction to open http://127.0.0.1:8000 in the browser and sign in with my github. But it shows 404 error the page not found. When I use the command "pip install advisor_clients", it shows "Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSError('Tunnel connection failed: 503 Forwarding failure',))': /simple/advisor-clients/"

Thank you!!

while running the command "./manage.py migrate" to run advisor from scratch on MacOS, I got following error "AttributeError: module Django.contrib.auth.views has no attribute" therefore I made some changes in the script and now the server runs fine at the local system.

The new_trials looks like this. Thus we should not use the first item all the times.

[
    {'state': 0, 'tid': 2, 'spec': None, 'result': {'status': 'new'
        }, 'misc': {'tid': 2, 'cmd': ('domain_attachment', 'FMinIter_Domain'), 'workdir': None, 'idxs': {'param-1': [
                    2
                ], 'param-2': [
                    2
                ], 'param-3': [
                    2
                ], 'param-4': [
                    2
                ]
            }, 'vals': {'param-1': [
                    2
                ], 'param-2': [
                    0
                ], 'param-3': [
                    2
                ], 'param-4': [
                    1.496156082719898
                ]
            }
        }, 'exp_key': None, 'owner': None, 'version': 0, 'book_time': None, 'refresh_time': None
    },
    {'state': 0, 'tid': 3, 'spec': None, 'result': {'status': 'new'
        }, 'misc': {'tid': 3, 'cmd': ('domain_attachment', 'FMinIter_Domain'), 'workdir': None, 'idxs': {'param-1': [
                    3
                ], 'param-2': [
                    3
                ], 'param-3': [
                    3
                ], 'param-4': [
                    3
                ]
            }, 'vals': {'param-1': [
                    0
                ], 'param-2': [
                    1
                ], 'param-3': [
                    0
                ], 'param-4': [
                    2.8898132037592097
                ]
            }
        }, 'exp_key': None, 'owner': None, 'version': 0, 'book_time': None, 'refresh_time': None
    }
]

Signed-off-by: Ce Gao [email protected]

Hi, there.

Is anything wrong with the pip installation? I tried different pip mirror source even with or without conda, python2 and python3 But I got similar error and it will install a package named unknown. Anyone same as me?

(master)⚡ [130] % pip install advisor --user
Collecting advisor
  Downloading https://files.pythonhosted.org/packages/c1/fd/5cf49e6fbf34e3879ac12561e258827a5aa422469fca6faf3a17aaf3e7a9/advisor-0.1.6.tar.gz
  Running setup.py (path:/tmp/pip-install-v6LivQ/advisor/setup.py) egg_info for package advisor produced metadata for project name unknown. Fix your #egg=advisor fragments.
Building wheels for collected packages: unknown, unknown
  Running setup.py bdist_wheel for unknown ... done
  Stored in directory: /home/myname/.cache/pip/wheels/97/10/41/fd24dfce3d66fe01c1a4ee2fca1e33c9dc5e68eef0d6177d88
  Running setup.py bdist_wheel for unknown ... error
  Complete output from command /home/tools/anaconda2/bin/python -u -c "import setuptools, tokenize;__file__='/tmp/pip-install-v6LivQ/unknown/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" bdist_wheel -d /tmp/pip-wheel-JAGH_G --python-tag cp27:
  Traceback (most recent call last):
    File "<string>", line 1, in <module>
  IOError: [Errno 2] No such file or directory: '/tmp/pip-install-v6LivQ/unknown/setup.py'
  
  ----------------------------------------
  Failed building wheel for unknown
  Running setup.py clean for unknown
  Complete output from command /home/tools/anaconda2/bin/python -u -c "import setuptools, tokenize;__file__='/tmp/pip-install-v6LivQ/unknown/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" clean --all:
  Traceback (most recent call last):
    File "<string>", line 1, in <module>
  IOError: [Errno 2] No such file or directory: '/tmp/pip-install-v6LivQ/unknown/setup.py'
  
  ----------------------------------------
  Failed cleaning build dir for unknown
Successfully built unknown
Failed to build unknown
Installing collected packages: unknown
Successfully installed unknown-0.0.0
You are using pip version 10.0.1, however version 19.0.3 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.

Code failed to run on my python 3.6 environment, and it's caused by using bytes for places where str is expected for python 3. So change to choose bytes or str based on python 2 or 3. Now I can run advisor server through docker, then use python 3 advisor client to communicate with it. In other words, I can use python3.6 to "advisor run -f ./advisor_client/examples/python_function/config.json"

If I use pip install advisor, it warns ERROR: More than one .egg-info directory found in C:\Users\xxx\AppData\Local\Temp\pip-pip-egg-info-y3dtu1ju. @tobegit3hub #45

Installing advisor through pip install advisor fails with the following error:

ERROR: More than one .egg-info directory found in /tmp/pip-pip-egg-info-<somehash>

As @phdru pointed out on SO, there are two setup() calls in setup.py

setup.py:22 setup.py:29

Newb here. A quick walkthrough of something like theChocolate Chip cookie recipe optimization INCLUDING INSTALL OF everything would be really really really useful. This has been really painful to try to figure out how to get this going and I still don't feel like I'm even that close.

I attended a talk on this about 2 years ago at Google X was told this "should" be easy enough for even a dumb mechanical engineer.

Installation of advisor with command "pip3 install advisor" failed, but with command "pip2 install advisor" succeeded. Whether the advisor is currently only compatible with python2 and not python3.

When i run advisor_admin server start, it has a SyntaxError an invalid syntax in the site-packages/advisor-0.1.6-py3.6.egg/advisor_client/commandline/admin_command.py

def is_server_running():

command = "docker ps |grep 'tobegit3hub/advisor'" print("Run the command: {}".format(command))

try: command_output = subprocess.check_output(command, shell=True)

if command_output != "":
  return True

except subprocess.CalledProcessError, e: if e.output == "": pass else: print("Get error: {}".format(e.output)) return False

hello, we setup adviser server in linux, but how we can manage related security, i.e anyone can delete the list and trials, and there is not any instruction that how we can create users and what is the default admin credentials. please let us know how we can go ahead for users and security. thanks