mirror of
https://github.com/gsi-upm/senpy
synced 2024-12-22 04:58:12 +00:00
First tests
This commit is contained in:
parent
a5e79bead3
commit
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9
plugins-bak/prueba/__init__.py
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9
plugins-bak/prueba/__init__.py
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@ -0,0 +1,9 @@
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from senpy.plugins import SenpyPlugin
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class Prueba(SenpyPlugin):
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def __init__(self, **kwargs):
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super(Prueba, self).__init__(name="prueba",
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version="4.0",
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**kwargs)
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plugin = Prueba()
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@ -18,7 +18,7 @@
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Sentiment analysis server in Python
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'''
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VERSION = "0.2.5"
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VERSION = "0.2.6"
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import extensions
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import blueprints
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@ -17,8 +17,11 @@
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'''
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Simple Sentiment Analysis server
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'''
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from flask import Blueprint, render_template, request, jsonify, current_app
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import json
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import logging
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logger = logging.getLogger(__name__)
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from flask import Blueprint, render_template, request, jsonify, current_app
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nif_blueprint = Blueprint("NIF Sentiment Analysis Server", __name__)
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@ -86,10 +89,12 @@ def home(entries=None):
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algo = get_params(request).get("algorithm", None)
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specific_params = current_app.senpy.parameters(algo)
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params = get_params(request, specific_params)
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response = current_app.senpy.analyse(**params)
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return jsonify(response)
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except ValueError as ex:
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return ex.message
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response = current_app.senpy.analyse(**params)
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return jsonify(response)
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except Exception as ex:
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return jsonify(status="400", message=ex.message)
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@nif_blueprint.route("/default")
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def default():
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@ -1,9 +1,10 @@
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import os
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import sys
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import imp
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import logging
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logger = logging.getLogger(__name__)
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from flask import current_app
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from collections import defaultdict
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from .plugins import SentimentPlugin, EmotionPlugin
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try:
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@ -11,29 +12,33 @@ try:
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except ImportError:
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from flask import _request_ctx_stack as stack
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from blueprints import nif_blueprint
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from .blueprints import nif_blueprint
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from git import Repo, InvalidGitRepositoryError
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class Senpy(object):
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""" Default Senpy extension for Flask """
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def __init__(self, app=None, plugin_folder="plugins"):
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self.app = app
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base_folder = os.path.join(os.path.dirname(__file__), "plugins")
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self.search_folders = (folder for folder in (base_folder, plugin_folder, '/tmp/plugins')
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if folder and os.path.isdir(folder))
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self._search_folders = set()
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self._outdated = True
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for folder in (base_folder, plugin_folder):
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self.add_folder(folder)
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if app is not None:
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self.init_app(app)
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"""
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def init_app(self, app):
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""" Initialise a flask app to add plugins to its context """
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"""
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Note: I'm not particularly fond of adding self.app and app.senpy, but
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I can't think of a better way to do it.
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"""
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def init_app(self, app, plugin_folder="plugins"):
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"""
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app.senpy = self
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#app.config.setdefault('SQLITE3_DATABASE', ':memory:')
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# Use the newstyle teardown_appcontext if it's available,
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# otherwise fall back to the request context
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if hasattr(app, 'teardown_appcontext'):
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@ -42,9 +47,18 @@ class Senpy(object):
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app.teardown_request(self.teardown)
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app.register_blueprint(nif_blueprint)
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def add_folder(self, folder):
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if os.path.isdir(folder):
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self._search_folders.add(folder)
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self._outdated = True
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return True
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else:
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return False
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def analyse(self, **params):
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algo = None
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print("analysing with params: {}".format(params))
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logger.debug("analysing with params: {}".format(params))
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if "algorithm" in params:
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algo = params["algorithm"]
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elif self.plugins:
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@ -55,60 +69,68 @@ class Senpy(object):
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resp.analysis.append(plug.jsonable())
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return resp
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else:
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return {"status": 500, "message": "No valid algorithm"}
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return {"status": 400, "message": "The algorithm '{}' is not valid".format(algo) }
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@property
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def default_plugin(self):
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if self.plugins:
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candidate = self.filter_plugins(enabled=True).keys()[0]
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print("Default: {}".format(candidate))
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candidates = self.filter_plugins(enabled=True)
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if len(candidates)>1:
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candidate = candidates.keys()[0]
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logger.debug("Default: {}".format(candidate))
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return candidate
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else:
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return Exception("No algorithm")
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return None
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def parameters(self, algo):
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return getattr(self.plugins.get(algo or self.default_plugin), "params", {})
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def enable_plugin(self, plugin):
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self.plugins[plugin].disable()
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self.plugins[plugin].enable()
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def disable_plugin(self, plugin):
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self.plugins[plugin].disable()
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def reload_plugin(self, plugin):
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print("Reloading {}".format(plugin))
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logger.debug("Reloading {}".format(plugin))
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plug = self.plugins[plugin]
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nplug = self._load_plugin(plug.module, plug.path)
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del self.plugins[plugin]
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self.plugins[nplug.name] = nplug
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def _load_plugin(self, plugin, search_folder, enabled=True):
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logger.debug("Loading plugins")
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sys.path.append(search_folder)
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(fp, pathname, desc) = imp.find_module(plugin)
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tmp = imp.load_module(plugin, fp, pathname, desc).plugin
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sys.path.remove(search_folder)
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tmp.path = search_folder
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try:
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repo_path = os.path.join(search_folder, plugin)
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tmp.repo = Repo(repo_path)
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except InvalidGitRepositoryError:
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tmp.repo = None
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if not hasattr(tmp, "enabled"):
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tmp.enabled = enabled
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tmp.module = plugin
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tmp = imp.load_module(plugin, fp, pathname, desc).plugin
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sys.path.remove(search_folder)
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tmp.path = search_folder
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try:
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repo_path = os.path.join(search_folder, plugin)
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tmp.repo = Repo(repo_path)
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except InvalidGitRepositoryError:
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tmp.repo = None
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if not hasattr(tmp, "enabled"):
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tmp.enabled = enabled
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tmp.module = plugin
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except Exception as ex:
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tmp = None
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logger.debug("Exception importing {}: {}".format(plugin, ex))
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return tmp
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def _load_plugins(self):
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plugins = {}
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for search_folder in self.search_folders:
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for search_folder in self._search_folders:
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for item in os.listdir(search_folder):
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if os.path.isdir(os.path.join(search_folder, item)) \
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and os.path.exists(
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os.path.join(search_folder, item, "__init__.py")):
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plugin = self._load_plugin(item, search_folder)
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plugins[plugin.name] = plugin
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if plugin:
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plugins[plugin.name] = plugin
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self._outdated = False
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return plugins
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def teardown(self, exception):
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@ -126,30 +148,36 @@ class Senpy(object):
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@property
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def plugins(self):
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""" Return the plugins registered for a given application. """
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ctx = stack.top
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if ctx is not None:
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if not hasattr(self, '_plugins'):
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self._plugins = self._load_plugins()
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return self._plugins
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if not hasattr(ctx, 'senpy_plugins') or self._outdated:
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ctx.senpy_plugins = self._load_plugins()
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return ctx.senpy_plugins
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def filter_plugins(self, **kwargs):
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""" Filter plugins by different criteria """
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def matches(plug):
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res = all(getattr(plug, k, None)==v for (k,v) in kwargs.items())
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print("matching {} with {}: {}".format(plug.name, kwargs, res))
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res = all(getattr(plug, k, None) == v for (k, v) in kwargs.items())
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logger.debug("matching {} with {}: {}".format(plug.name,
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kwargs,
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res))
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return res
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if not kwargs:
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return self.plugins
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else:
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return {n:p for n,p in self.plugins.items() if matches(p)}
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return {n:p for n, p in self.plugins.items() if matches(p)}
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def sentiment_plugins(self):
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return (plugin for plugin in self.plugins if
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isinstance(plugin, SentimentPlugin))
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""" Return only the sentiment plugins """
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return {p:plugin for p, plugin in self.plugins.items() if
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isinstance(plugin, SentimentPlugin)}
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if __name__ == '__main__':
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from flask import Flask
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app = Flask(__name__)
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sp = Senpy()
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sp.init_app(app)
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with app.app_context():
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sp.init_app(APP)
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with APP.app_context():
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sp._load_plugins()
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import logging
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logger = logging.getLogger(__name__)
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PARAMS = {"input": {"aliases": ["i", "input"],
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"required": True,
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"help": "Input text"
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@ -30,7 +34,7 @@ PARAMS = {"input": {"aliases": ["i", "input"],
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class SenpyPlugin(object):
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def __init__(self, name=None, version=None, extraparams=None, params=None):
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print("Initing {}".format(name))
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logger.debug("Initialising {}".format(name))
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self.name = name
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self.version = version
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if params:
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'''
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SENTIMENT140
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=============
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* http://www.sentiment140.com/api/bulkClassifyJson
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* Method: POST
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* Parameters: JSON Object (that is copied to the result)
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* text
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* query
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* language
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* topic
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* Example response:
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```json
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{"data": [{"text": "I love Titanic.", "id":1234, "polarity": 4},
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{"text": "I hate Titanic.", "id":4567, "polarity": 0}]}
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```
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'''
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import requests
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import json
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ENDPOINT_URI = "http://www.sentiment140.com/api/bulkClassifyJson"
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def analyse(texts):
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parameters = {"data": []}
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if isinstance(texts, list):
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for text in texts:
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parameters["data"].append({"text": text})
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else:
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parameters["data"].append({"text": texts})
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res = requests.post(ENDPOINT_URI, json.dumps(parameters))
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res.json()
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return res.json()
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def test():
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print analyse("I love Titanic")
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print analyse(["I love Titanic", "I hate Titanic"])
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if __name__ == "__main__":
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test()
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0
tests/__init__.py
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0
tests/__init__.py
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35
tests/blueprints_test/__init__.py
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35
tests/blueprints_test/__init__.py
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import os
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import logging
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try:
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import unittest.mock as mock
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except ImportError:
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import mock
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from senpy.extensions import Senpy
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from flask import Flask
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from flask.ext.testing import TestCase
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def check_dict(indic, template):
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return all(item in indic.items() for item in template.items())
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class Blueprints_Test(TestCase):
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def create_app(self):
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self.app = Flask("test_extensions")
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self.senpy = Senpy()
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self.senpy.init_app(self.app)
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self.dir = os.path.join(os.path.dirname(__file__), "..")
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self.senpy.add_folder(self.dir)
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return self.app
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def test_home(self):
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""" Calling with no arguments should ask the user for more arguments """
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resp = self.client.get("/")
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self.assert200(resp)
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logging.debug(resp.json)
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assert resp.json["status"] == "failed"
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atleast = {
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"status": "failed",
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"message": "Missing or invalid parameters",
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}
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assert check_dict(resp.json, atleast)
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3
tests/dummy_plugin/__init__.py
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3
tests/dummy_plugin/__init__.py
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from senpy.plugins import SenpyPlugin
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plugin = SenpyPlugin("dummy")
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70
tests/extensions_test/__init__.py
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70
tests/extensions_test/__init__.py
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import os
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import logging
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try:
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import unittest.mock as mock
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except ImportError:
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import mock
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from senpy.extensions import Senpy
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from flask import Flask
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from flask.ext.testing import TestCase
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class Extensions_Test(TestCase):
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def create_app(self):
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self.app = Flask("test_extensions")
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self.senpy = Senpy()
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self.senpy.init_app(self.app)
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self.dir = os.path.join(os.path.dirname(__file__), "..")
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self.senpy.add_folder(self.dir)
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return self.app
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def test_init(self):
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""" Initialising the app with the extension. """
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assert hasattr(self.app, "senpy")
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tapp = Flask("temp app")
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tsen = Senpy(tapp)
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assert hasattr(tapp, "senpy")
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def test_discovery(self):
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""" Discovery of plugins in given folders. """
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assert self.dir in self.senpy._search_folders
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print self.senpy.plugins
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assert "dummy" in self.senpy.plugins
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def test_enabling(self):
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""" Enabling a plugin """
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self.senpy.enable_plugin("dummy")
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assert self.senpy.plugins["dummy"].enabled
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def test_disabling(self):
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""" Disabling a plugin """
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self.senpy.enable_plugin("dummy")
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self.senpy.disable_plugin("dummy")
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assert self.senpy.plugins["dummy"].enabled == False
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def test_default(self):
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""" Default plugin should be set """
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assert self.senpy.default_plugin
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assert self.senpy.default_plugin == "dummy"
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def test_analyse(self):
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""" Using a plugin """
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with mock.patch.object(self.senpy.plugins["dummy"], "analyse") as mocked:
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self.senpy.analyse(algorithm="dummy", input="tupni", output="tuptuo")
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self.senpy.analyse(input="tupni", output="tuptuo")
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mocked.assert_any_call(input="tupni", output="tuptuo", algorithm="dummy")
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mocked.assert_any_call(input="tupni", output="tuptuo")
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for plug in self.senpy.plugins:
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self.senpy.disable_plugin(plug)
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resp = self.senpy.analyse(input="tupni")
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logging.debug("Response: {}".format(resp))
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assert resp["status"] == 400
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def test_filtering(self):
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""" Filtering plugins """
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assert len(self.senpy.filter_plugins(name="dummy"))>0
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assert not len(self.senpy.filter_plugins(name="notdummy"))
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assert self.senpy.filter_plugins(name="dummy", enabled=True)
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self.senpy.disable_plugin("dummy")
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assert not len(self.senpy.filter_plugins(name="dummy", enabled=True))
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