Source code for fastscore.suite.connect

from ..v1 import configuration
from ..v2 import configuration as configuration2
from ..v1 import ConnectApi
from ..v2 import ConnectApi as ConnectApi2
from ..v1 import LoginApi
from import ApiException

from .instance import InstanceBase
from .model_manage import ModelManage
from .engine import Engine
from ..errors import FastScoreError

from ..pneumo import PneumoSock
import six
if six.PY2:
    from urlparse import urlparse
    from urllib.parse import urlparse
import yaml

#configuration.debug = True

if six.PY2:
    from urllib import quote, unquote
    from urllib.parse import quote, unquote

import urllib3

def set_auth_cookie(auth_secret, client1, client2):
    cookie = 'connect.sid=' + quote(auth_secret)
    client1.cookie = cookie
    client2.cookie = cookie

def unset_auth_cookie(client1, client2):
    client1.cookie = None
    client2.cookie = None

[docs]class Connect(InstanceBase): """An instance of a Connect service. Typically, an interaction with FastScore starts with: >>> from fastscore.suite import Connect >>> connect = Connect("https://localhost:8000") Afterwards, you can use 'connect' to access other FastScore instances. For example: >>> engine = connect.lookup('engine') """ def __init__(self, proxy_prefix, auth_secret=None): """ :param proxy_prefix: URL of the FastScore proxy endpoint """ if not '://' in proxy_prefix: raise FastScoreError("Proxy prefix must be an URL, e.g. https://dashboard:8000") if not proxy_prefix.startswith('https:'): raise FastScoreError("Proxy prefix must use HTTPS scheme") # https://localhost:8000/api/1/service x = urlparse( base_path = x.path = proxy_prefix + base_path configuration.verify_ssl = False # REST API v2 x = urlparse( base_path = x.path = proxy_prefix + base_path configuration2.verify_ssl = False super(Connect, self).__init__('connect', 'connect', ConnectApi(), ConnectApi2()) self._proxy_prefix = proxy_prefix self._resolved = {} self._preferred = {} self._target = None self._auth_secret = auth_secret if auth_secret: set_auth_cookie(auth_secret, self.swg.api_client, self.swg2.api_client) self._pneumo = Connect.PneumoProxy(self) @property def target(self): """ Gets/Sets the target instance. When set, the target instance also becomes the preferred instance of the service it represents. >>> engine = connect.get('engine-3') >>> = engine """ return self._target @target.setter def target(self, instance): self.prefer(instance.api, self._target = instance class PneumoProxy(object): def __init__(self, connect): self._connect = connect def socket(self, **kwargs): try: return PneumoSock(self._connect._proxy_prefix, **kwargs) except Exception as e: raise FastScoreError("Unable to open Pneumo socket", caused_by=e) def history(self, asjson=False, **kwargs): try: history = self._connect.swg2.pneumo_get(, **kwargs) if asjson: return history else: return map(PneumoSock.makemsg, history) except Exception as e: raise FastScoreError("Unable to retrieve Pneumo history", caused_by=e) @property def pneumo(self): """ Access Pneumo messages. >>> pneumo = connect.pneumo.socket() >>> pneumo.recv() >>> pneumo.close() >>> connect.pneumo.history() """ return self._pneumo
[docs] def lookup(self, sname): """ Retrieves an preferred/default instance of a named service. >>> engine = connect.lookup('engine') >>> 'engine-1' :param sname: a FastScore service name, e.g. 'model-manage'. :returns: a FastScore instance object. """ if sname in self._preferred: return self.get(self._preferred[sname]) try: xx = self.swg.connect_get(, api=sname) except Exception as e: raise FastScoreError("Cannot retrieve fleet info", caused_by=e) for x in xx: if == 'ok': return self.get( if len(xx) == 0: m = "No instances of service '%s' configured" % sname elif len(xx) == 1: m = "'%s' instance is unhealthy" % xx[0].name else: m = "All %d instances of service '%s' are unhealthy" % len(xx) raise FastScoreError(m)
[docs] def get(self, name): """ Retrieves a (cached) reference to the named instance. >>> mm = connect.get('model-manage-1') >>> 'model-manage-1' :param name: a FastScore instance name. :returns: a FastScore instance object. """ if name == 'connect': return self if name in self._resolved: return self._resolved[name] try: xx = self.swg.connect_get(, name=name) except Exception as e: raise FastScoreError("Cannot retrieve '%s' instance info" % name, caused_by=e) if len(xx) > 0 and xx[0].health == 'ok': x = xx[0] instance = Connect.make_instance(x.api, name) self._resolved[name] = instance return instance if len(xx) == 0: m = "Instance '%s' not found" % name else: m = "Instance '%s' is unhealthy" % name raise FastScoreError(m)
[docs] def prefer(self, sname, name): """ Marks the named instance as preferred for a given service. >>> connect.prefer('engine', 'engine-3') >>> engine = connect.lookup('engine') >>> 'engine-3' :param sname: a FastScore service name, e.g. 'model-manage'. :param name: the name of preferred instance of the given service. """ self._preferred[sname] = name
[docs] def login(self, username, password): """ Login to FastScore. :param username: a user name. :param password: a password. """ save = try: unset_auth_cookie(self.swg.api_client, self.swg2.api_client) login_api = LoginApi() = self._proxy_prefix (_,_,headers) = login_api.login_post_with_http_info(username, password) cookie = headers['set-cookie'] # connect.sid=s%3A_co96d1eLi2Iwu2JJATxPbhBlVaFSGV4.G53EHnUrubrL87LFEKiSArJ%2BIN05FbwRVRGGkGS6ysM; auth_secret = unquote(cookie.split(';')[0].split('=')[1]) = save self._auth_secret = auth_secret set_auth_cookie(auth_secret, self.swg.api_client, self.swg2.api_client) except Exception as e: = save raise FastScoreError("Access denied", caused_by=e)
[docs] def configure(self, config): """ Sets the FastScore configuration. >>> with open('config.yaml') as f: >>> connect.configure(yaml.load(f)) False :param config: a dict describing a FastScore configuration. :returns: True, if an existing configuration has been replaced and False, otherwise. """ if not isinstance(config, dict): raise FastScoreError("Configuration must be a dictionary") try: (_,status,_) = self.swg.config_put_with_http_info(, \ config=yaml.dump(config), \ content_type='application/x-yaml') return status == 204 except Exception as e: raise FastScoreError("Unable to set FastScore configuration", caused_by=e)
[docs] def get_config(self, section=None): """ Retrieves the current FastScore configuration. >>> connect.config('db') { 'username': 'root', 'host': 'database', 'password': 'root', 'type': 'mysql', 'port': 3306 } :param section: gets only the named section of the configuration :returns: a dict with the FastScore configuration. """ try: if section: # Swagger does not check parameter type if not isinstance(section, str): raise TypeError("Section must be a string") conf = self.swg.config_get(, \ q=section, \ accept='application/x-yaml') else: conf = self.swg.config_get(, \ accept='application/x-yaml') return conf except Exception as e: if isinstance(e, ApiException) and e.status == 404: return None ## not yet configured raise FastScoreError("Cannot retrieve configuration", caused_by=e)
[docs] def fleet(self): """ Retrieves metadata for all running instances. :returns: an array of dicts describing running FastScore instances. Each dict contains the following fields: * **id**: the internal instance id (do not use) * **api**: the service name, e.g. 'model-manage' * **release**: the instance release, e.g '1.5' * **built_on**: the human-readable build date and time * **host**: the host name of the instance REST API * **port**: the port of the instance REST API * **health**: the current health status of the instance. """ try: return self.swg.connect_get( except Exception as e: raise FastScoreError("Cannot retrieve fleet info", caused_by=e)
@staticmethod def make_instance(api, name): if api == 'model-manage': return ModelManage(name) else: assert api == 'engine' return Engine(name)
[docs] def dump(self, savefile): """ Saves the Connect parameters to a file. >>> connect.dump(".fastscore") """ try: cap = { 'proxy-prefix': self._proxy_prefix, 'preferred': self._preferred, 'target-name': if else None, 'auth-secret': self._auth_secret, } with open(savefile, "w") as f: yaml.dump(cap, stream = f) except Exception as e: raise FastScoreError("Unable to save Connect info", caused_by=e)
[docs] def load(savefile): """ Recreates a Connect instance from a file. >>> connect = Connect.load(".fastscore") """ try: with open(savefile, "r") as f: cap = yaml.load(f) auth_secret = cap['auth-secret'] if 'auth-secret' in cap else None connect = Connect(cap['proxy-prefix'], auth_secret) connect._preferred = cap['preferred'] if cap['target-name']: try: = connect.get(cap['target-name']) except: pass return connect except Exception as e: raise FastScoreError("Unable to recreate a Connect instance", caused_by=e)