Merge pull request #69 from hartym/master

Toward 0.3

.gitignore

@@ -37,6 +37,7 @@
 /examples/private
 /htmlcov/
 /sdist/
+/tags
 celerybeat-schedule
 parts/
 pip-delete-this-directory.txt

Makefile

@@ -1,7 +1,7 @@
 # This file has been auto-generated.
 # All changes will be lost, see Projectfile.
 #
-# Updated at 2017-05-02 20:38:38.468986
+# Updated at 2017-05-03 18:02:59.359160
 
 PACKAGE ?= bonobo
 PYTHON ?= $(shell which python)

bonobo/_api.py

@@ -1,10 +1,10 @@
 import warnings
 
-from bonobo.basics import Limit, PrettyPrint, Tee, count, identity, noop, pprint
+from bonobo.structs import Bag, Graph, Token
+from bonobo.nodes import CsvReader, CsvWriter, FileReader, FileWriter, Filter, JsonReader, JsonWriter, Limit, \
+    PrettyPrint, Tee, count, identity, noop, pprint
 from bonobo.strategies import create_strategy
-from bonobo.structs import Bag, Graph
 from bonobo.util.objects import get_name
-from bonobo.io import CsvReader, CsvWriter, FileReader, FileWriter, JsonReader, JsonWriter
 
 __all__ = []
 
@@ -20,7 +20,7 @@ def register_api_group(*args):
 
 
 @register_api
-def run(graph, *chain, strategy=None, plugins=None, services=None):
+def run(graph, strategy=None, plugins=None, services=None):
     """
     Main entry point of bonobo. It takes a graph and creates all the necessary plumbery around to execute it.
     
@@ -40,21 +40,16 @@ def run(graph, *chain, strategy=None, plugins=None, services=None):
     :param dict services: The implementations of services this graph will use.
     :return bonobo.execution.graph.GraphExecutionContext:
     """
-    if len(chain):
-        warnings.warn('DEPRECATED. You should pass a Graph instance instead of a chain.')
-        from bonobo import Graph
-        graph = Graph(graph, *chain)
-
     strategy = create_strategy(strategy)
 
     plugins = plugins or []
 
-    if _is_interactive_console():
+    if _is_interactive_console():  # pragma: no cover
         from bonobo.ext.console import ConsoleOutputPlugin
         if ConsoleOutputPlugin not in plugins:
             plugins.append(ConsoleOutputPlugin)
 
-    if _is_jupyter_notebook():
+    if _is_jupyter_notebook():  # pragma: no cover
         from bonobo.ext.jupyter import JupyterOutputPlugin
         if JupyterOutputPlugin not in plugins:
             plugins.append(JupyterOutputPlugin)
@@ -63,7 +58,7 @@ def run(graph, *chain, strategy=None, plugins=None, services=None):
 
 
 # bonobo.structs
-register_api_group(Bag, Graph)
+register_api_group(Bag, Graph, Token)
 
 # bonobo.strategies
 register_api(create_strategy)
@@ -88,8 +83,15 @@ def open_fs(fs_url, *args, **kwargs):
     return _open_fs(str(fs_url), *args, **kwargs)
 
 
-# bonobo.basics
+# bonobo.nodes
 register_api_group(
+    CsvReader,
+    CsvWriter,
+    FileReader,
+    FileWriter,
+    Filter,
+    JsonReader,
+    JsonWriter,
     Limit,
     PrettyPrint,
     Tee,
@@ -99,9 +101,6 @@ register_api_group(
     pprint,
 )
 
-# bonobo.io
-register_api_group(CsvReader, CsvWriter, FileReader, FileWriter, JsonReader, JsonWriter)
-
 
 def _is_interactive_console():
     import sys

bonobo/config/__init__.py

@@ -1,5 +1,5 @@
 from bonobo.config.configurables import Configurable
-from bonobo.config.options import Option
+from bonobo.config.options import Option, Method
 from bonobo.config.processors import ContextProcessor
 from bonobo.config.services import Container, Service
 
@@ -8,5 +8,6 @@ __all__ = [
     'Container',
     'ContextProcessor',
     'Option',
+    'Method',
     'Service',
 ]

bonobo/config/configurables.py

@@ -1,5 +1,6 @@
+from bonobo.config.options import Method, Option
 from bonobo.config.processors import ContextProcessor
-from bonobo.config.options import Option
+from bonobo.errors import ConfigurationError
 
 __all__ = [
     'Configurable',
@@ -17,6 +18,7 @@ class ConfigurableMeta(type):
         cls.__options__ = {}
         cls.__positional_options__ = []
         cls.__processors__ = []
+        cls.__wrappable__ = None
 
         for typ in cls.__mro__:
             for name, value in typ.__dict__.items():
@@ -26,8 +28,17 @@ class ConfigurableMeta(type):
                     else:
                         if not value.name:
                             value.name = name
+
+                        if isinstance(value, Method):
+                            if cls.__wrappable__:
+                                raise ConfigurationError(
+                                    'Cannot define more than one "Method" option in a configurable. That may change in the future.'
+                                )
+                            cls.__wrappable__ = name
+
                         if not name in cls.__options__:
                             cls.__options__[name] = value
+
                         if value.positional:
                             cls.__positional_options__.append(name)
 
@@ -43,6 +54,12 @@ class Configurable(metaclass=ConfigurableMeta):
 
     """
 
+    def __new__(cls, *args, **kwargs):
+        if cls.__wrappable__ and len(args) == 1 and hasattr(args[0], '__call__'):
+            return type(args[0].__name__, (cls, ), {cls.__wrappable__: args[0]})
+
+        return super(Configurable, cls).__new__(cls)
+
     def __init__(self, *args, **kwargs):
         super().__init__()
 
@@ -58,9 +75,11 @@ class Configurable(metaclass=ConfigurableMeta):
         # transform positional arguments in keyword arguments if possible.
         position = 0
         for positional_option in self.__positional_options__:
+            if len(args) <= position:
+                break
+            kwargs[positional_option] = args[position]
+            position += 1
             if positional_option in missing:
-                kwargs[positional_option] = args[position]
-                position += 1
                 missing.remove(positional_option)
 
         # complain if there are still missing options.
@@ -85,3 +104,11 @@ class Configurable(metaclass=ConfigurableMeta):
         # set option values.
         for name, value in kwargs.items():
             setattr(self, name, value)
+
+    def __call__(self, *args, **kwargs):
+        """ You can implement a configurable callable behaviour by implemenenting the call(...) method. Of course, it is also backward compatible with legacy __call__ override.
+        """
+        return self.call(*args, **kwargs)
+
+    def call(self, *args, **kwargs):
+        raise AbstractError('Not implemented.')

bonobo/config/options.py

@@ -1,8 +1,51 @@
 class Option:
     """
-    An Option is a descriptor for a required or optional parameter of a Configurable.
+    An Option is a descriptor for Configurable's parameters.
+
+    .. attribute:: type
+
+        Option type allows to provide a callable used to cast, clean or validate the option value. If not provided, or
+        None, the option's value will be the exact value user provided.
+
+        (default: None)
+
+    .. attribute:: required
+
+        If an option is required, an error will be raised if no value is provided (at runtime). If it is not, option
+        will have the default value if user does not override it at runtime.
+
+        (default: False)
+
+    .. attribute:: positional
+
+        If this is true, it'll be possible to provide the option value as a positional argument. Otherwise, it must
+        be provided as a keyword argument.
+
+        (default: False)
+
+    .. attribute:: default
+
+        Default value for non-required options.
+
+        (default: None)
+
+    Example:
+
+        .. code-block:: python
+
+            from bonobo.config import Configurable, Option
+
+            class Example(Configurable):
+                title = Option(str, required=True, positional=True)
+                keyword = Option(str, default='foo')
+
+                def call(self, s):
+                    return self.title + ': ' + s + ' (' + self.keyword + ')'
+
+            example = Example('hello', keyword='bar')
 
     """
+
     _creation_counter = 0
 
     def __init__(self, type=None, *, required=False, positional=False, default=None):
@@ -16,13 +59,66 @@ class Option:
         self._creation_counter = Option._creation_counter
         Option._creation_counter += 1
 
-    def get_default(self):
-        return self.default() if callable(self.default) else self.default
-
     def __get__(self, inst, typ):
         if not self.name in inst.__options_values__:
             inst.__options_values__[self.name] = self.get_default()
         return inst.__options_values__[self.name]
 
     def __set__(self, inst, value):
+        inst.__options_values__[self.name] = self.clean(value)
+
+    def clean(self, value):
+        return self.type(value) if self.type else value
+
+    def get_default(self):
+        return self.default() if callable(self.default) else self.default
+
+
+class Method(Option):
+    """
+    A Method is a special callable-valued option, that can be used in three different ways (but for same purpose).
+
+    * Like a normal option, the value can be provided to the Configurable constructor.
+
+        >>> from bonobo.config import Configurable, Method
+
+        >>> class MethodExample(Configurable):
+        ...     handler = Method()
+
+        >>> example1 = MethodExample(handler=str.upper)
+
+    * It can be used by a child class that overrides the Method with a normal method.
+
+        >>> class ChildMethodExample(MethodExample):
+        ...     def handler(self, s: str):
+        ...         return s.upper()
+
+        >>> example2 = ChildMethodExample()
+
+    * Finally, it also enables the class to be used as a decorator, to generate a subclass providing the Method a value.
+
+        >>> @MethodExample
+        ... def OtherChildMethodExample(s):
+        ...     return s.upper()
+
+        >>> example3 = OtherChildMethodExample()
+
+    """
+
+    def __init__(self):
+        super().__init__(None, required=False)
+
+    def __get__(self, inst, typ):
+        if not self.name in inst.__options_values__:
+            inst.__options_values__[self.name] = getattr(inst, self.name)
+        return inst.__options_values__[self.name]
+
+    def __set__(self, inst, value):
+        if isinstance(value, str):
+            raise ValueError('should be callable')
         inst.__options_values__[self.name] = self.type(value) if self.type else value
+
+    def clean(self, value):
+        if not hasattr(value, '__call__'):
+            raise ValueError('{} value must be callable.'.format(type(self).__name__))
+        return value

bonobo/config/processors.py

@@ -1,16 +1,42 @@
-import functools
-
 import types
-
+from collections import Iterable
-from bonobo.util.compat import deprecated_alias, deprecated
+from contextlib import contextmanager
 
 from bonobo.config.options import Option
+from bonobo.util.compat import deprecated_alias
 from bonobo.util.iterators import ensure_tuple
 
 _CONTEXT_PROCESSORS_ATTR = '__processors__'
 
 
 class ContextProcessor(Option):
+    """
+    A ContextProcessor is a kind of transformation decorator that can setup and teardown a transformation and runtime
+    related dependencies, at the execution level.
+
+    It works like a yielding context manager, and is the recommended way to setup and teardown objects you'll need
+    in the context of one execution. It's the way to overcome the stateless nature of transformations.
+
+    The yielded values will be passed as positional arguments to the next context processors (order do matter), and
+    finally to the __call__ method of the transformation.
+
+    Warning: this may change for a similar but simpler implementation, don't relly too much on it (yet).
+
+    Example:
+
+        >>> from bonobo.config import Configurable
+        >>> from bonobo.util.objects import ValueHolder
+
+        >>> class Counter(Configurable):
+        ...     @ContextProcessor
+        ...     def counter(self, context):
+        ...         yield ValueHolder(0)
+        ...
+        ...     def __call__(self, counter, *args, **kwargs):
+        ...         counter += 1
+        ...         yield counter.get()
+
+    """
     @property
     def __name__(self):
         return self.func.__name__
@@ -49,6 +75,15 @@ class ContextCurrifier:
         self.wrapped = wrapped
         self.context = tuple(initial_context)
         self._stack = []
+        self._stack_values = []
+
+    def __iter__(self):
+        yield from self.wrapped
+
+    def __call__(self, *args, **kwargs):
+        if not callable(self.wrapped) and isinstance(self.wrapped, Iterable):
+            return self.__iter__()
+        return self.wrapped(*self.context, *args, **kwargs)
 
     def setup(self, *context):
         if len(self._stack):
@@ -56,19 +91,17 @@ class ContextCurrifier:
         for processor in resolve_processors(self.wrapped):
             _processed = processor(self.wrapped, *context, *self.context)
             _append_to_context = next(_processed)
+            self._stack_values.append(_append_to_context)
             if _append_to_context is not None:
                 self.context += ensure_tuple(_append_to_context)
             self._stack.append(_processed)
 
-    def __call__(self, *args, **kwargs):
-        return self.wrapped(*self.context, *args, **kwargs)
-
     def teardown(self):
         while len(self._stack):
             processor = self._stack.pop()
             try:
                 # todo yield from ? how to ?
-                next(processor)
+                processor.send(self._stack_values.pop())
             except StopIteration as exc:
                 # This is normal, and wanted.
                 pass
@@ -76,40 +109,22 @@ class ContextCurrifier:
                 # No error ? We should have had StopIteration ...
                 raise RuntimeError('Context processors should not yield more than once.')
 
+    @contextmanager
+    def as_contextmanager(self, *context):
+        """
+        Convenience method to use it as a contextmanager, mostly for test purposes.
 
-@deprecated
+        Example:
-def add_context_processor(cls_or_func, context_processor):
-    getattr(cls_or_func, _CONTEXT_PROCESSORS_ATTR).append(context_processor)
 
+            >>> with ContextCurrifier(node).as_contextmanager(context) as stack:
+            ...     stack()
 
-@deprecated
+        :param context:
-def contextual(cls_or_func):
+        :return:
-    """
+        """
-    Make sure an element has the context processors collection.
+        self.setup(*context)
-    
+        yield self
-    :param cls_or_func: 
+        self.teardown()
-    """
-    if not add_context_processor.__name__ in cls_or_func.__dict__:
-        setattr(cls_or_func, add_context_processor.__name__, functools.partial(add_context_processor, cls_or_func))
-
-    if isinstance(cls_or_func, types.FunctionType):
-        try:
-            getattr(cls_or_func, _CONTEXT_PROCESSORS_ATTR)
-        except AttributeError:
-            setattr(cls_or_func, _CONTEXT_PROCESSORS_ATTR, [])
-        return cls_or_func
-
-    if not _CONTEXT_PROCESSORS_ATTR in cls_or_func.__dict__:
-        setattr(cls_or_func, _CONTEXT_PROCESSORS_ATTR, [])
-
-    _processors = getattr(cls_or_func, _CONTEXT_PROCESSORS_ATTR)
-    for processor in cls_or_func.__dict__.values():
-        if isinstance(processor, ContextProcessor):
-            _processors.append(processor)
-
-    # This is needed for python 3.5, python 3.6 should be fine, but it's considered an implementation detail.
-    _processors.sort(key=lambda proc: proc._creation_counter)
-    return cls_or_func
 
 
 def resolve_processors(mixed):

bonobo/config/services.py

@@ -40,6 +40,10 @@ class Service(Option):
     The main goal is not to tie transformations to actual dependencies, so the same can be run in different contexts
     (stages like preprod, prod, or tenants like client1, client2, or anything you want).
 
+    .. attribute:: name
+
+        Service name will be used to retrieve the implementation at runtime.
+    
     """
 
     def __init__(self, name):

bonobo/core/__init__.py

@@ -1 +0,0 @@
-""" Core required libraries. """

bonobo/errors.py

@@ -52,3 +52,7 @@ class ValidationError(RuntimeError):
 
 class ProhibitedOperationError(RuntimeError):
     pass
+
+
+class ConfigurationError(Exception):
+    pass

bonobo/examples/__init__.py

@@ -0,0 +1,23 @@
+def require(package, requirement=None):
+    requirement = requirement or package
+
+    try:
+        return __import__(package)
+    except ImportError:
+        from colorama import Fore, Style
+        print(
+            Fore.YELLOW,
+            'This example requires the {!r} package. Install it using:'.
+            format(requirement),
+            Style.RESET_ALL,
+            sep=''
+        )
+        print()
+        print(
+            Fore.YELLOW,
+            '  $ pip install {!s}'.format(requirement),
+            Style.RESET_ALL,
+            sep=''
+        )
+        print()
+        raise

bonobo/examples/datasets/coffeeshops.json

@@ -1,182 +1,182 @@
-{"Ext\u00e9rieur Quai": "5, rue d'Alsace, 75010 Paris, France",
+{"O q de poule": "53 rue du ruisseau, 75018 Paris, France",
-"Le Sully": "6 Bd henri IV, 75004 Paris, France",
+"Le chantereine": "51 Rue Victoire, 75009 Paris, France",
-"O q de poule": "53 rue du ruisseau, 75018 Paris, France",
+"La Caravane": "Rue de la Fontaine au Roi, 75011 Paris, France",
 "Le Pas Sage": "1 Passage du Grand Cerf, 75002 Paris, France",
 "La Renaissance": "112 Rue Championnet, 75018 Paris, France",
-"Le chantereine": "51 Rue Victoire, 75009 Paris, France",
+"Ext\u00e9rieur Quai": "5, rue d'Alsace, 75010 Paris, France",
-"Le M\u00fcller": "11 rue Feutrier, 75018 Paris, France",
+"Le Reynou": "2 bis quai de la m\u00e9gisserie, 75001 Paris, France",
+"les montparnos": "65 boulevard Pasteur, 75015 Paris, France",
+"Le bistrot de Ma\u00eblle et Augustin": "42 rue coquill\u00e8re, 75001 Paris, France",
+"D\u00e9d\u00e9 la frite": "52 rue Notre-Dame des Victoires, 75002 Paris, France",
+"Assaporare Dix sur Dix": "75, avenue Ledru-Rollin, 75012 Paris, France",
+"Cardinal Saint-Germain": "11 boulevard Saint-Germain, 75005 Paris, France",
+"Caf\u00e9 antoine": "17 rue Jean de la Fontaine, 75016 Paris, France",
+"Au cerceau d'or": "129 boulevard sebastopol, 75002 Paris, France",
+"Le Chaumontois": "12 rue Armand Carrel, 75018 Paris, France",
+"Aux cadrans": "21 ter boulevard Diderot, 75012 Paris, France",
+"Le Saint Jean": "23 rue des abbesses, 75018 Paris, France",
+"Le Square": "31 rue Saint-Dominique, 75007 Paris, France",
+"Les Arcades": "61 rue de Ponthieu, 75008 Paris, France",
+"Caf\u00e9 Lea": "5 rue Claude Bernard, 75005 Paris, France",
+"Le Bellerive": "71 quai de Seine, 75019 Paris, France",
+"La Bauloise": "36 rue du hameau, 75015 Paris, France",
+"Le Dellac": "14 rue Rougemont, 75009 Paris, France",
+"Le Bosquet": "46 avenue Bosquet, 75007 Paris, France",
+"Le Sully": "6 Bd henri IV, 75004 Paris, France",
+"Le Felteu": "1 rue Pecquay, 75004 Paris, France",
 "Le drapeau de la fidelit\u00e9": "21 rue Copreaux, 75015 Paris, France",
 "Le caf\u00e9 des amis": "125 rue Blomet, 75015 Paris, France",
-"Le Caf\u00e9 Livres": "10 rue Saint Martin, 75004 Paris, France",
-"Le Bosquet": "46 avenue Bosquet, 75007 Paris, France",
-"Le Brio": "216, rue Marcadet, 75018 Paris, France",
 "Le Kleemend's": "34 avenue Pierre Mend\u00e8s-France, 75013 Paris, France",
 "Caf\u00e9 Pierre": "202 rue du faubourg st antoine, 75012 Paris, France",
-"Les Arcades": "61 rue de Ponthieu, 75008 Paris, France",
+"Le M\u00fcller": "11 rue Feutrier, 75018 Paris, France",
-"Le Square": "31 rue Saint-Dominique, 75007 Paris, France",
+"Le Caf\u00e9 Livres": "10 rue Saint Martin, 75004 Paris, France",
-"Assaporare Dix sur Dix": "75, avenue Ledru-Rollin, 75012 Paris, France",
-"Au cerceau d'or": "129 boulevard sebastopol, 75002 Paris, France",
-"Aux cadrans": "21 ter boulevard Diderot, 75012 Paris, France",
-"Caf\u00e9 antoine": "17 rue Jean de la Fontaine, 75016 Paris, France",
-"Caf\u00e9 Lea": "5 rue Claude Bernard, 75005 Paris, France",
-"Cardinal Saint-Germain": "11 boulevard Saint-Germain, 75005 Paris, France",
-"D\u00e9d\u00e9 la frite": "52 rue Notre-Dame des Victoires, 75002 Paris, France",
-"La Bauloise": "36 rue du hameau, 75015 Paris, France",
-"Le Bellerive": "71 quai de Seine, 75019 Paris, France",
-"Le bistrot de Ma\u00eblle et Augustin": "42 rue coquill\u00e8re, 75001 Paris, France",
-"Le Dellac": "14 rue Rougemont, 75009 Paris, France",
-"Le Felteu": "1 rue Pecquay, 75004 Paris, France",
-"Le Reynou": "2 bis quai de la m\u00e9gisserie, 75001 Paris, France",
-"Le Saint Jean": "23 rue des abbesses, 75018 Paris, France",
-"les montparnos": "65 boulevard Pasteur, 75015 Paris, France",
-"Drole d'endroit pour une rencontre": "58 rue de Montorgueil, 75002 Paris, France",
-"Le pari's caf\u00e9": "104 rue caulaincourt, 75018 Paris, France",
-"Le Poulailler": "60 rue saint-sabin, 75011 Paris, France",
-"L'Assassin": "99 rue Jean-Pierre Timbaud, 75011 Paris, France",
-"l'Usine": "1 rue d'Avron, 75020 Paris, France",
-"La Bricole": "52 rue Liebniz, 75018 Paris, France",
-"le ronsard": "place maubert, 75005 Paris, France",
-"Face Bar": "82 rue des archives, 75003 Paris, France",
-"American Kitchen": "49 rue bichat, 75010 Paris, France",
-"La Marine": "55 bis quai de valmy, 75010 Paris, France",
-"Le Bloc": "21 avenue Brochant, 75017 Paris, France",
-"La Recoleta au Manoir": "229 avenue Gambetta, 75020 Paris, France",
-"Le Pareloup": "80 Rue Saint-Charles, 75015 Paris, France",
-"La Brasserie Gait\u00e9": "3 rue de la Gait\u00e9, 75014 Paris, France",
-"Caf\u00e9 Zen": "46 rue Victoire, 75009 Paris, France",
-"O'Breizh": "27 rue de Penthi\u00e8vre, 75008 Paris, France",
-"Le Petit Choiseul": "23 rue saint augustin, 75002 Paris, France",
-"Invitez vous chez nous": "7 rue Ep\u00e9e de Bois, 75005 Paris, France",
 "La Cordonnerie": "142 Rue Saint-Denis 75002 Paris, 75002 Paris, France",
+"Invitez vous chez nous": "7 rue Ep\u00e9e de Bois, 75005 Paris, France",
+"Au bon coin": "49 rue des Cloys, 75018 Paris, France",
+"La Br\u00fblerie des Ternes": "111 rue mouffetard, 75005 Paris, France",
+"Le Petit Choiseul": "23 rue saint augustin, 75002 Paris, France",
+"O'Breizh": "27 rue de Penthi\u00e8vre, 75008 Paris, France",
 "Le Supercoin": "3, rue Baudelique, 75018 Paris, France",
 "Populettes": "86 bis rue Riquet, 75018 Paris, France",
-"Au bon coin": "49 rue des Cloys, 75018 Paris, France",
 "Le Couvent": "69 rue Broca, 75013 Paris, France",
-"La Br\u00fblerie des Ternes": "111 rue mouffetard, 75005 Paris, France",
+"Caf\u00e9 Zen": "46 rue Victoire, 75009 Paris, France",
-"L'\u00c9cir": "59 Boulevard Saint-Jacques, 75014 Paris, France",
 "Le Chat bossu": "126, rue du Faubourg Saint Antoine, 75012 Paris, France",
-"Denfert caf\u00e9": "58 boulvevard Saint Jacques, 75014 Paris, France",
-"Le Caf\u00e9 frapp\u00e9": "95 rue Montmartre, 75002 Paris, France",
-"La Perle": "78 rue vieille du temple, 75003 Paris, France",
-"Le Descartes": "1 rue Thouin, 75005 Paris, France",
-"Bagels & Coffee Corner": "Place de Clichy, 75017 Paris, France",
 "Le petit club": "55 rue de la tombe Issoire, 75014 Paris, France",
-"Le Plein soleil": "90 avenue Parmentier, 75011 Paris, France",
 "Le Relais Haussmann": "146, boulevard Haussmann, 75008 Paris, France",
-"Le Malar": "88 rue Saint-Dominique, 75007 Paris, France",
+"Denfert caf\u00e9": "58 boulvevard Saint Jacques, 75014 Paris, France",
-"Au panini de la place": "47 rue Belgrand, 75020 Paris, France",
+"Bagels & Coffee Corner": "Place de Clichy, 75017 Paris, France",
-"Le Village": "182 rue de Courcelles, 75017 Paris, France",
+"Le Plein soleil": "90 avenue Parmentier, 75011 Paris, France",
-"Pause Caf\u00e9": "41 rue de Charonne, 75011 Paris, France",
+"La Perle": "78 rue vieille du temple, 75003 Paris, France",
-"Le Pure caf\u00e9": "14 rue Jean Mac\u00e9, 75011 Paris, France",
+"Le Caf\u00e9 frapp\u00e9": "95 rue Montmartre, 75002 Paris, France",
-"Extra old caf\u00e9": "307 fg saint Antoine, 75011 Paris, France",
+"L'\u00c9cir": "59 Boulevard Saint-Jacques, 75014 Paris, France",
-"Chez Fafa": "44 rue Vinaigriers, 75010 Paris, France",
+"Le Descartes": "1 rue Thouin, 75005 Paris, France",
-"En attendant l'or": "3 rue Faidherbe, 75011 Paris, France",
 "Br\u00fblerie San Jos\u00e9": "30 rue des Petits-Champs, 75002 Paris, France",
 "Caf\u00e9 de la Mairie (du VIII)": "rue de Lisbonne, 75008 Paris, France",
+"Au panini de la place": "47 rue Belgrand, 75020 Paris, France",
+"Extra old caf\u00e9": "307 fg saint Antoine, 75011 Paris, France",
+"En attendant l'or": "3 rue Faidherbe, 75011 Paris, France",
+"Le Pure caf\u00e9": "14 rue Jean Mac\u00e9, 75011 Paris, France",
+"Le Village": "182 rue de Courcelles, 75017 Paris, France",
+"Le Malar": "88 rue Saint-Dominique, 75007 Paris, France",
+"Pause Caf\u00e9": "41 rue de Charonne, 75011 Paris, France",
+"Chez Fafa": "44 rue Vinaigriers, 75010 Paris, France",
+"La Recoleta au Manoir": "229 avenue Gambetta, 75020 Paris, France",
+"Le Pareloup": "80 Rue Saint-Charles, 75015 Paris, France",
+"La Marine": "55 bis quai de valmy, 75010 Paris, France",
+"American Kitchen": "49 rue bichat, 75010 Paris, France",
+"Face Bar": "82 rue des archives, 75003 Paris, France",
+"Le Bloc": "21 avenue Brochant, 75017 Paris, France",
+"La Bricole": "52 rue Liebniz, 75018 Paris, France",
+"le ronsard": "place maubert, 75005 Paris, France",
+"l'Usine": "1 rue d'Avron, 75020 Paris, France",
+"La Brasserie Gait\u00e9": "3 rue de la Gait\u00e9, 75014 Paris, France",
+"Le General Beuret": "9 Place du General Beuret, 75015 Paris, France",
+"Le Cap Bourbon": "1 rue Louis le Grand, 75002 Paris, France",
+"Le Ragueneau": "202 rue Saint-Honor\u00e9, 75001 Paris, France",
+"Le Germinal": "95 avenue Emile Zola, 75015 Paris, France",
 "Caf\u00e9 Martin": "2 place Martin Nadaud, 75001 Paris, France",
 "Etienne": "14 rue Turbigo, Paris, 75001 Paris, France",
 "L'ing\u00e9nu": "184 bd Voltaire, 75011 Paris, France",
-"L'Olive": "8 rue L'Olive, 75018 Paris, France",
-"Le Biz": "18 rue Favart, 75002 Paris, France",
-"Le Cap Bourbon": "1 rue Louis le Grand, 75002 Paris, France",
-"Le General Beuret": "9 Place du General Beuret, 75015 Paris, France",
-"Le Germinal": "95 avenue Emile Zola, 75015 Paris, France",
-"Le Ragueneau": "202 rue Saint-Honor\u00e9, 75001 Paris, France",
 "Le refuge": "72 rue lamarck, 75018 Paris, France",
+"Le Biz": "18 rue Favart, 75002 Paris, France",
+"L'Olive": "8 rue L'Olive, 75018 Paris, France",
 "Le sully": "13 rue du Faubourg Saint Denis, 75010 Paris, France",
-"L'antre d'eux": "16 rue DE MEZIERES, 75006 Paris, France",
+"Drole d'endroit pour une rencontre": "58 rue de Montorgueil, 75002 Paris, France",
-"Le bal du pirate": "60 rue des bergers, 75015 Paris, France",
+"L'Assassin": "99 rue Jean-Pierre Timbaud, 75011 Paris, France",
-"zic zinc": "95 rue claude decaen, 75012 Paris, France",
+"Le pari's caf\u00e9": "104 rue caulaincourt, 75018 Paris, France",
-"l'orillon bar": "35 rue de l'orillon, 75011 Paris, France",
+"Le Poulailler": "60 rue saint-sabin, 75011 Paris, France",
-"Le Zazabar": "116 Rue de M\u00e9nilmontant, 75020 Paris, France",
+"Chai 33": "33 Cour Saint Emilion, 75012 Paris, France",
-"L'In\u00e9vitable": "22 rue Linn\u00e9, 75005 Paris, France",
-"Le Dunois": "77 rue Dunois, 75013 Paris, France",
-"Ragueneau": "202 rue Saint Honor\u00e9, 75001 Paris, France",
-"Le Caminito": "48 rue du Dessous des Berges, 75013 Paris, France",
-"Epicerie Musicale": "55bis quai de Valmy, 75010 Paris, France",
-"Le petit Bretonneau": "Le petit Bretonneau - \u00e0 l'int\u00e9rieur de l'H\u00f4pital, 75018 Paris, France",
-"Le Centenaire": "104 rue amelot, 75011 Paris, France",
-"La Montagne Sans Genevi\u00e8ve": "13 Rue du Pot de Fer, 75005 Paris, France",
-"Les P\u00e8res Populaires": "46 rue de Buzenval, 75020 Paris, France",
-"Cafe de grenelle": "188 rue de Grenelle, 75007 Paris, France",
-"Le relais de la victoire": "73 rue de la Victoire, 75009 Paris, France",
-"La chaumi\u00e8re gourmande": "Route de la Muette \u00e0 Neuilly",
-"Club hippique du Jardin d\u2019Acclimatation": "75016 Paris, France",
-"Le Chaumontois": "12 rue Armand Carrel, 75018 Paris, France",
-"Caves populaires": "22 rue des Dames, 75017 Paris, France",
-"Caprice caf\u00e9": "12 avenue Jean Moulin, 75014 Paris, France",
-"Tamm Bara": "7 rue Clisson, 75013 Paris, France",
-"L'anjou": "1 rue de Montholon, 75009 Paris, France",
 "Caf\u00e9 dans l'aerogare Air France Invalides": "2 rue Robert Esnault Pelterie, 75007 Paris, France",
-"Chez Prune": "36 rue Beaurepaire, 75010 Paris, France",
+"Les P\u00e8res Populaires": "46 rue de Buzenval, 75020 Paris, France",
-"Au Vin Des Rues": "21 rue Boulard, 75014 Paris, France",
+"Epicerie Musicale": "55bis quai de Valmy, 75010 Paris, France",
-"bistrot les timbr\u00e9s": "14 rue d'alleray, 75015 Paris, France",
+"Le relais de la victoire": "73 rue de la Victoire, 75009 Paris, France",
-"Caf\u00e9 beauveau": "9 rue de Miromesnil, 75008 Paris, France",
+"Le Centenaire": "104 rue amelot, 75011 Paris, France",
 "Caf\u00e9 Pistache": "9 rue des petits champs, 75001 Paris, France",
 "La Cagnotte": "13 Rue Jean-Baptiste Dumay, 75020 Paris, France",
-"le 1 cinq": "172 rue de vaugirard, 75015 Paris, France",
+"Le bal du pirate": "60 rue des bergers, 75015 Paris, France",
+"bistrot les timbr\u00e9s": "14 rue d'alleray, 75015 Paris, France",
 "Le Killy Jen": "28 bis boulevard Diderot, 75012 Paris, France",
+"le 1 cinq": "172 rue de vaugirard, 75015 Paris, France",
 "Les Artisans": "106 rue Lecourbe, 75015 Paris, France",
 "Peperoni": "83 avenue de Wagram, 75001 Paris, France",
-"le lutece": "380 rue de vaugirard, 75015 Paris, France",
+"Ragueneau": "202 rue Saint Honor\u00e9, 75001 Paris, France",
-"Brasiloja": "16 rue Ganneron, 75018 Paris, France",
+"l'orillon bar": "35 rue de l'orillon, 75011 Paris, France",
-"Rivolux": "16 rue de Rivoli, 75004 Paris, France",
+"zic zinc": "95 rue claude decaen, 75012 Paris, France",
-"Chai 33": "33 Cour Saint Emilion, 75012 Paris, France",
+"L'In\u00e9vitable": "22 rue Linn\u00e9, 75005 Paris, France",
-"L'europ\u00e9en": "21 Bis Boulevard Diderot, 75012 Paris, France",
+"Le Brio": "216, rue Marcadet, 75018 Paris, France",
-"NoMa": "39 rue Notre Dame de Nazareth, 75003 Paris, France",
+"Le Dunois": "77 rue Dunois, 75013 Paris, France",
-"O'Paris": "1 Rue des Envierges, 75020 Paris, France",
+"La Montagne Sans Genevi\u00e8ve": "13 Rue du Pot de Fer, 75005 Paris, France",
-"Caf\u00e9 Clochette": "16 avenue Richerand, 75010 Paris, France",
+"Le Caminito": "48 rue du Dessous des Berges, 75013 Paris, France",
+"Le petit Bretonneau": "Le petit Bretonneau - \u00e0 l'int\u00e9rieur de l'H\u00f4pital, 75018 Paris, France",
+"La chaumi\u00e8re gourmande": "Route de la Muette \u00e0 Neuilly",
+"Club hippique du Jardin d\u2019Acclimatation": "75016 Paris, France",
+"Caprice caf\u00e9": "12 avenue Jean Moulin, 75014 Paris, France",
+"Le Zazabar": "116 Rue de M\u00e9nilmontant, 75020 Paris, France",
+"Caf\u00e9 beauveau": "9 rue de Miromesnil, 75008 Paris, France",
+"Caves populaires": "22 rue des Dames, 75017 Paris, France",
+"Cafe de grenelle": "188 rue de Grenelle, 75007 Paris, France",
+"Au Vin Des Rues": "21 rue Boulard, 75014 Paris, France",
+"L'antre d'eux": "16 rue DE MEZIERES, 75006 Paris, France",
+"Chez Prune": "36 rue Beaurepaire, 75010 Paris, France",
+"L'anjou": "1 rue de Montholon, 75009 Paris, France",
+"Tamm Bara": "7 rue Clisson, 75013 Paris, France",
 "La cantoche de Paname": "40 Boulevard Beaumarchais, 75011 Paris, France",
 "Le Saint Ren\u00e9": "148 Boulevard de Charonne, 75020 Paris, France",
+"Caf\u00e9 Clochette": "16 avenue Richerand, 75010 Paris, France",
+"L'europ\u00e9en": "21 Bis Boulevard Diderot, 75012 Paris, France",
+"Le BB (Bouchon des Batignolles)": "2 rue Lemercier, 75017 Paris, France",
 "La Libert\u00e9": "196 rue du faubourg saint-antoine, 75012 Paris, France",
 "Chez Rutabaga": "16 rue des Petits Champs, 75002 Paris, France",
-"Le BB (Bouchon des Batignolles)": "2 rue Lemercier, 75017 Paris, France",
-"La Brocante": "10 rue Rossini, 75009 Paris, France",
-"Le Plomb du cantal": "3 rue Ga\u00eet\u00e9, 75014 Paris, France",
 "Les caves populaires": "22 rue des Dames, 75017 Paris, France",
-"Chez Luna": "108 rue de M\u00e9nilmontant, 75020 Paris, France",
+"Le Plomb du cantal": "3 rue Ga\u00eet\u00e9, 75014 Paris, France",
-"Le bar Fleuri": "1 rue du Plateau, 75019 Paris, France",
-"Trois pi\u00e8ces cuisine": "101 rue des dames, 75017 Paris, France",
-"Le Zinc": "61 avenue de la Motte Picquet, 75015 Paris, France",
-"La cantine de Zo\u00e9": "136 rue du Faubourg poissonni\u00e8re, 75010 Paris, France",
-"Les Vendangeurs": "6/8 rue Stanislas, 75006 Paris, France",
-"L'avant comptoir": "3 carrefour de l'Od\u00e9on, 75006 Paris, France",
-"Botak cafe": "1 rue Paul albert, 75018 Paris, France",
-"le chateau d'eau": "67 rue du Ch\u00e2teau d'eau, 75010 Paris, France",
 "Bistrot Saint-Antoine": "58 rue du Fbg Saint-Antoine, 75012 Paris, France",
+"Trois pi\u00e8ces cuisine": "101 rue des dames, 75017 Paris, France",
+"La Brocante": "10 rue Rossini, 75009 Paris, France",
+"Le Zinc": "61 avenue de la Motte Picquet, 75015 Paris, France",
 "Chez Oscar": "11/13 boulevard Beaumarchais, 75004 Paris, France",
-"Le Fronton": "63 rue de Ponthieu, 75008 Paris, France",
 "Le Piquet": "48 avenue de la Motte Picquet, 75015 Paris, France",
-"Le Tournebride": "104 rue Mouffetard, 75005 Paris, France",
+"L'avant comptoir": "3 carrefour de l'Od\u00e9on, 75006 Paris, France",
+"le chateau d'eau": "67 rue du Ch\u00e2teau d'eau, 75010 Paris, France",
 "maison du vin": "52 rue des plantes, 75014 Paris, France",
-"Coffee Chope": "344Vrue Vaugirard, 75015 Paris, France",
+"Les Vendangeurs": "6/8 rue Stanislas, 75006 Paris, France",
-"L'entrep\u00f4t": "157 rue Bercy 75012 Paris, 75012 Paris, France",
+"NoMa": "39 rue Notre Dame de Nazareth, 75003 Paris, France",
-"Le caf\u00e9 Monde et M\u00e9dias": "Place de la R\u00e9publique, 75003 Paris, France",
+"Chez Luna": "108 rue de M\u00e9nilmontant, 75020 Paris, France",
-"Caf\u00e9 rallye tournelles": "11 Quai de la Tournelle, 75005 Paris, France",
+"Le Tournebride": "104 rue Mouffetard, 75005 Paris, France",
-"Brasserie le Morvan": "61 rue du ch\u00e2teau d'eau, 75010 Paris, France",
+"le lutece": "380 rue de vaugirard, 75015 Paris, France",
-"Chez Miamophile": "6 rue M\u00e9lingue, 75019 Paris, France",
+"Le bar Fleuri": "1 rue du Plateau, 75019 Paris, France",
-"La Caravane": "Rue de la Fontaine au Roi, 75011 Paris, France",
+"Le Fronton": "63 rue de Ponthieu, 75008 Paris, France",
-"Panem": "18 rue de Crussol, 75011 Paris, France",
+"O'Paris": "1 Rue des Envierges, 75020 Paris, France",
-"Petits Freres des Pauvres": "47 rue de Batignolles, 75017 Paris, France",
+"Rivolux": "16 rue de Rivoli, 75004 Paris, France",
-"Caf\u00e9 Dupont": "198 rue de la Convention, 75015 Paris, France",
+"Brasiloja": "16 rue Ganneron, 75018 Paris, France",
-"L'Angle": "28 rue de Ponthieu, 75008 Paris, France",
+"Botak cafe": "1 rue Paul albert, 75018 Paris, France",
+"La cantine de Zo\u00e9": "136 rue du Faubourg poissonni\u00e8re, 75010 Paris, France",
 "Institut des Cultures d'Islam": "19-23 rue L\u00e9on, 75018 Paris, France",
+"Chez Miamophile": "6 rue M\u00e9lingue, 75019 Paris, France",
 "Canopy Caf\u00e9 associatif": "19 rue Pajol, 75018 Paris, France",
-"L'Entracte": "place de l'opera, 75002 Paris, France",
+"Caf\u00e9 rallye tournelles": "11 Quai de la Tournelle, 75005 Paris, France",
-"Le S\u00e9vign\u00e9": "15 rue du Parc Royal, 75003 Paris, France",
+"Petits Freres des Pauvres": "47 rue de Batignolles, 75017 Paris, France",
-"Le Caf\u00e9 d'avant": "35 rue Claude Bernard, 75005 Paris, France",
+"Le caf\u00e9 Monde et M\u00e9dias": "Place de la R\u00e9publique, 75003 Paris, France",
-"Le Lucernaire": "53 rue Notre-Dame des Champs, 75006 Paris, France",
+"L'entrep\u00f4t": "157 rue Bercy 75012 Paris, 75012 Paris, France",
-"Le Brigadier": "12 rue Blanche, 75009 Paris, France",
+"Coffee Chope": "344Vrue Vaugirard, 75015 Paris, France",
-"L'\u00e2ge d'or": "26 rue du Docteur Magnan, 75013 Paris, France",
-"Caf\u00e9 Victor": "10 boulevard Victor, 75015 Paris, France",
-"L'empreinte": "54, avenue Daumesnil, 75012 Paris, France",
-"L'horizon": "93, rue de la Roquette, 75011 Paris, France",
-"Waikiki": "10 rue d\"Ulm, 75005 Paris, France",
-"Au pays de Vannes": "34 bis rue de Wattignies, 75012 Paris, France",
-"Caf\u00e9 Varenne": "36 rue de Varenne, 75007 Paris, France",
-"l'El\u00e9phant du nil": "125 Rue Saint-Antoine, 75004 Paris, France",
 "Le Comptoir": "354 bis rue Vaugirard, 75015 Paris, France",
-"Le Parc Vaugirard": "358 rue de Vaugirard, 75015 Paris, France",
+"L'empreinte": "54, avenue Daumesnil, 75012 Paris, France",
-"le Zango": "58 rue Daguerre, 75014 Paris, France",
+"Caf\u00e9 Victor": "10 boulevard Victor, 75015 Paris, France",
+"Caf\u00e9 Varenne": "36 rue de Varenne, 75007 Paris, France",
+"Le Brigadier": "12 rue Blanche, 75009 Paris, France",
 "Melting Pot": "3 rue de Lagny, 75020 Paris, France",
-"Pari's Caf\u00e9": "174 avenue de Clichy, 75017 Paris, France"}
+"L'Entracte": "place de l'opera, 75002 Paris, France",
+"le Zango": "58 rue Daguerre, 75014 Paris, France",
+"Panem": "18 rue de Crussol, 75011 Paris, France",
+"Waikiki": "10 rue d\"Ulm, 75005 Paris, France",
+"l'El\u00e9phant du nil": "125 Rue Saint-Antoine, 75004 Paris, France",
+"Le Parc Vaugirard": "358 rue de Vaugirard, 75015 Paris, France",
+"Pari's Caf\u00e9": "174 avenue de Clichy, 75017 Paris, France",
+"Brasserie le Morvan": "61 rue du ch\u00e2teau d'eau, 75010 Paris, France",
+"Au pays de Vannes": "34 bis rue de Wattignies, 75012 Paris, France",
+"Le Lucernaire": "53 rue Notre-Dame des Champs, 75006 Paris, France",
+"L'Angle": "28 rue de Ponthieu, 75008 Paris, France",
+"Le Caf\u00e9 d'avant": "35 rue Claude Bernard, 75005 Paris, France",
+"Caf\u00e9 Dupont": "198 rue de la Convention, 75015 Paris, France",
+"L'\u00e2ge d'or": "26 rue du Docteur Magnan, 75013 Paris, France",
+"Le S\u00e9vign\u00e9": "15 rue du Parc Royal, 75003 Paris, France",
+"L'horizon": "93, rue de la Roquette, 75011 Paris, France"}

bonobo/examples/datasets/coffeeshops.txt

@@ -1,182 +1,182 @@
-Extérieur Quai, 5, rue d'Alsace, 75010 Paris, France
-Le Sully, 6 Bd henri IV, 75004 Paris, France
 O q de poule, 53 rue du ruisseau, 75018 Paris, France
+Le chantereine, 51 Rue Victoire, 75009 Paris, France
+La Caravane, Rue de la Fontaine au Roi, 75011 Paris, France
 Le Pas Sage, 1 Passage du Grand Cerf, 75002 Paris, France
 La Renaissance, 112 Rue Championnet, 75018 Paris, France
-Le chantereine, 51 Rue Victoire, 75009 Paris, France
+Extérieur Quai, 5, rue d'Alsace, 75010 Paris, France
-Le Müller, 11 rue Feutrier, 75018 Paris, France
+Le Reynou, 2 bis quai de la mégisserie, 75001 Paris, France
+les montparnos, 65 boulevard Pasteur, 75015 Paris, France
+Le bistrot de Maëlle et Augustin, 42 rue coquillère, 75001 Paris, France
+Dédé la frite, 52 rue Notre-Dame des Victoires, 75002 Paris, France
+Assaporare Dix sur Dix, 75, avenue Ledru-Rollin, 75012 Paris, France
+Cardinal Saint-Germain, 11 boulevard Saint-Germain, 75005 Paris, France
+Café antoine, 17 rue Jean de la Fontaine, 75016 Paris, France
+Au cerceau d'or, 129 boulevard sebastopol, 75002 Paris, France
+Le Chaumontois, 12 rue Armand Carrel, 75018 Paris, France
+Aux cadrans, 21 ter boulevard Diderot, 75012 Paris, France
+Le Saint Jean, 23 rue des abbesses, 75018 Paris, France
+Le Square, 31 rue Saint-Dominique, 75007 Paris, France
+Les Arcades, 61 rue de Ponthieu, 75008 Paris, France
+Café Lea, 5 rue Claude Bernard, 75005 Paris, France
+Le Bellerive, 71 quai de Seine, 75019 Paris, France
+La Bauloise, 36 rue du hameau, 75015 Paris, France
+Le Dellac, 14 rue Rougemont, 75009 Paris, France
+Le Bosquet, 46 avenue Bosquet, 75007 Paris, France
+Le Sully, 6 Bd henri IV, 75004 Paris, France
+Le Felteu, 1 rue Pecquay, 75004 Paris, France
 Le drapeau de la fidelité, 21 rue Copreaux, 75015 Paris, France
 Le café des amis, 125 rue Blomet, 75015 Paris, France
-Le Café Livres, 10 rue Saint Martin, 75004 Paris, France
-Le Bosquet, 46 avenue Bosquet, 75007 Paris, France
-Le Brio, 216, rue Marcadet, 75018 Paris, France
 Le Kleemend's, 34 avenue Pierre Mendès-France, 75013 Paris, France
 Café Pierre, 202 rue du faubourg st antoine, 75012 Paris, France
-Les Arcades, 61 rue de Ponthieu, 75008 Paris, France
+Le Müller, 11 rue Feutrier, 75018 Paris, France
-Le Square, 31 rue Saint-Dominique, 75007 Paris, France
+Le Café Livres, 10 rue Saint Martin, 75004 Paris, France
-Assaporare Dix sur Dix, 75, avenue Ledru-Rollin, 75012 Paris, France
-Au cerceau d'or, 129 boulevard sebastopol, 75002 Paris, France
-Aux cadrans, 21 ter boulevard Diderot, 75012 Paris, France
-Café antoine, 17 rue Jean de la Fontaine, 75016 Paris, France
-Café Lea, 5 rue Claude Bernard, 75005 Paris, France
-Cardinal Saint-Germain, 11 boulevard Saint-Germain, 75005 Paris, France
-Dédé la frite, 52 rue Notre-Dame des Victoires, 75002 Paris, France
-La Bauloise, 36 rue du hameau, 75015 Paris, France
-Le Bellerive, 71 quai de Seine, 75019 Paris, France
-Le bistrot de Maëlle et Augustin, 42 rue coquillère, 75001 Paris, France
-Le Dellac, 14 rue Rougemont, 75009 Paris, France
-Le Felteu, 1 rue Pecquay, 75004 Paris, France
-Le Reynou, 2 bis quai de la mégisserie, 75001 Paris, France
-Le Saint Jean, 23 rue des abbesses, 75018 Paris, France
-les montparnos, 65 boulevard Pasteur, 75015 Paris, France
-Drole d'endroit pour une rencontre, 58 rue de Montorgueil, 75002 Paris, France
-Le pari's café, 104 rue caulaincourt, 75018 Paris, France
-Le Poulailler, 60 rue saint-sabin, 75011 Paris, France
-L'Assassin, 99 rue Jean-Pierre Timbaud, 75011 Paris, France
-l'Usine, 1 rue d'Avron, 75020 Paris, France
-La Bricole, 52 rue Liebniz, 75018 Paris, France
-le ronsard, place maubert, 75005 Paris, France
-Face Bar, 82 rue des archives, 75003 Paris, France
-American Kitchen, 49 rue bichat, 75010 Paris, France
-La Marine, 55 bis quai de valmy, 75010 Paris, France
-Le Bloc, 21 avenue Brochant, 75017 Paris, France
-La Recoleta au Manoir, 229 avenue Gambetta, 75020 Paris, France
-Le Pareloup, 80 Rue Saint-Charles, 75015 Paris, France
-La Brasserie Gaité, 3 rue de la Gaité, 75014 Paris, France
-Café Zen, 46 rue Victoire, 75009 Paris, France
-O'Breizh, 27 rue de Penthièvre, 75008 Paris, France
-Le Petit Choiseul, 23 rue saint augustin, 75002 Paris, France
-Invitez vous chez nous, 7 rue Epée de Bois, 75005 Paris, France
 La Cordonnerie, 142 Rue Saint-Denis 75002 Paris, 75002 Paris, France
+Invitez vous chez nous, 7 rue Epée de Bois, 75005 Paris, France
+Au bon coin, 49 rue des Cloys, 75018 Paris, France
+La Brûlerie des Ternes, 111 rue mouffetard, 75005 Paris, France
+Le Petit Choiseul, 23 rue saint augustin, 75002 Paris, France
+O'Breizh, 27 rue de Penthièvre, 75008 Paris, France
 Le Supercoin, 3, rue Baudelique, 75018 Paris, France
 Populettes, 86 bis rue Riquet, 75018 Paris, France
-Au bon coin, 49 rue des Cloys, 75018 Paris, France
 Le Couvent, 69 rue Broca, 75013 Paris, France
-La Brûlerie des Ternes, 111 rue mouffetard, 75005 Paris, France
+Café Zen, 46 rue Victoire, 75009 Paris, France
-L'Écir, 59 Boulevard Saint-Jacques, 75014 Paris, France
 Le Chat bossu, 126, rue du Faubourg Saint Antoine, 75012 Paris, France
-Denfert café, 58 boulvevard Saint Jacques, 75014 Paris, France
-Le Café frappé, 95 rue Montmartre, 75002 Paris, France
-La Perle, 78 rue vieille du temple, 75003 Paris, France
-Le Descartes, 1 rue Thouin, 75005 Paris, France
-Bagels & Coffee Corner, Place de Clichy, 75017 Paris, France
 Le petit club, 55 rue de la tombe Issoire, 75014 Paris, France
-Le Plein soleil, 90 avenue Parmentier, 75011 Paris, France
 Le Relais Haussmann, 146, boulevard Haussmann, 75008 Paris, France
-Le Malar, 88 rue Saint-Dominique, 75007 Paris, France
+Denfert café, 58 boulvevard Saint Jacques, 75014 Paris, France
-Au panini de la place, 47 rue Belgrand, 75020 Paris, France
+Bagels & Coffee Corner, Place de Clichy, 75017 Paris, France
-Le Village, 182 rue de Courcelles, 75017 Paris, France
+Le Plein soleil, 90 avenue Parmentier, 75011 Paris, France
-Pause Café, 41 rue de Charonne, 75011 Paris, France
+La Perle, 78 rue vieille du temple, 75003 Paris, France
-Le Pure café, 14 rue Jean Macé, 75011 Paris, France
+Le Café frappé, 95 rue Montmartre, 75002 Paris, France
-Extra old café, 307 fg saint Antoine, 75011 Paris, France
+L'Écir, 59 Boulevard Saint-Jacques, 75014 Paris, France
-Chez Fafa, 44 rue Vinaigriers, 75010 Paris, France
+Le Descartes, 1 rue Thouin, 75005 Paris, France
-En attendant l'or, 3 rue Faidherbe, 75011 Paris, France
 Brûlerie San José, 30 rue des Petits-Champs, 75002 Paris, France
 Café de la Mairie (du VIII), rue de Lisbonne, 75008 Paris, France
+Au panini de la place, 47 rue Belgrand, 75020 Paris, France
+Extra old café, 307 fg saint Antoine, 75011 Paris, France
+En attendant l'or, 3 rue Faidherbe, 75011 Paris, France
+Le Pure café, 14 rue Jean Macé, 75011 Paris, France
+Le Village, 182 rue de Courcelles, 75017 Paris, France
+Le Malar, 88 rue Saint-Dominique, 75007 Paris, France
+Pause Café, 41 rue de Charonne, 75011 Paris, France
+Chez Fafa, 44 rue Vinaigriers, 75010 Paris, France
+La Recoleta au Manoir, 229 avenue Gambetta, 75020 Paris, France
+Le Pareloup, 80 Rue Saint-Charles, 75015 Paris, France
+La Marine, 55 bis quai de valmy, 75010 Paris, France
+American Kitchen, 49 rue bichat, 75010 Paris, France
+Face Bar, 82 rue des archives, 75003 Paris, France
+Le Bloc, 21 avenue Brochant, 75017 Paris, France
+La Bricole, 52 rue Liebniz, 75018 Paris, France
+le ronsard, place maubert, 75005 Paris, France
+l'Usine, 1 rue d'Avron, 75020 Paris, France
+La Brasserie Gaité, 3 rue de la Gaité, 75014 Paris, France
+Le General Beuret, 9 Place du General Beuret, 75015 Paris, France
+Le Cap Bourbon, 1 rue Louis le Grand, 75002 Paris, France
+Le Ragueneau, 202 rue Saint-Honoré, 75001 Paris, France
+Le Germinal, 95 avenue Emile Zola, 75015 Paris, France
 Café Martin, 2 place Martin Nadaud, 75001 Paris, France
 Etienne, 14 rue Turbigo, Paris, 75001 Paris, France
 L'ingénu, 184 bd Voltaire, 75011 Paris, France
-L'Olive, 8 rue L'Olive, 75018 Paris, France
-Le Biz, 18 rue Favart, 75002 Paris, France
-Le Cap Bourbon, 1 rue Louis le Grand, 75002 Paris, France
-Le General Beuret, 9 Place du General Beuret, 75015 Paris, France
-Le Germinal, 95 avenue Emile Zola, 75015 Paris, France
-Le Ragueneau, 202 rue Saint-Honoré, 75001 Paris, France
 Le refuge, 72 rue lamarck, 75018 Paris, France
+Le Biz, 18 rue Favart, 75002 Paris, France
+L'Olive, 8 rue L'Olive, 75018 Paris, France
 Le sully, 13 rue du Faubourg Saint Denis, 75010 Paris, France
-L'antre d'eux, 16 rue DE MEZIERES, 75006 Paris, France
+Drole d'endroit pour une rencontre, 58 rue de Montorgueil, 75002 Paris, France
-Le bal du pirate, 60 rue des bergers, 75015 Paris, France
+L'Assassin, 99 rue Jean-Pierre Timbaud, 75011 Paris, France
-zic zinc, 95 rue claude decaen, 75012 Paris, France
+Le pari's café, 104 rue caulaincourt, 75018 Paris, France
-l'orillon bar, 35 rue de l'orillon, 75011 Paris, France
+Le Poulailler, 60 rue saint-sabin, 75011 Paris, France
-Le Zazabar, 116 Rue de Ménilmontant, 75020 Paris, France
+Chai 33, 33 Cour Saint Emilion, 75012 Paris, France
-L'Inévitable, 22 rue Linné, 75005 Paris, France
-Le Dunois, 77 rue Dunois, 75013 Paris, France
-Ragueneau, 202 rue Saint Honoré, 75001 Paris, France
-Le Caminito, 48 rue du Dessous des Berges, 75013 Paris, France
-Epicerie Musicale, 55bis quai de Valmy, 75010 Paris, France
-Le petit Bretonneau, Le petit Bretonneau - à l'intérieur de l'Hôpital, 75018 Paris, France
-Le Centenaire, 104 rue amelot, 75011 Paris, France
-La Montagne Sans Geneviève, 13 Rue du Pot de Fer, 75005 Paris, France
-Les Pères Populaires, 46 rue de Buzenval, 75020 Paris, France
-Cafe de grenelle, 188 rue de Grenelle, 75007 Paris, France
-Le relais de la victoire, 73 rue de la Victoire, 75009 Paris, France
-La chaumière gourmande, Route de la Muette à Neuilly
-Club hippique du Jardin d’Acclimatation, 75016 Paris, France
-Le Chaumontois, 12 rue Armand Carrel, 75018 Paris, France
-Caves populaires, 22 rue des Dames, 75017 Paris, France
-Caprice café, 12 avenue Jean Moulin, 75014 Paris, France
-Tamm Bara, 7 rue Clisson, 75013 Paris, France
-L'anjou, 1 rue de Montholon, 75009 Paris, France
 Café dans l'aerogare Air France Invalides, 2 rue Robert Esnault Pelterie, 75007 Paris, France
-Chez Prune, 36 rue Beaurepaire, 75010 Paris, France
+Les Pères Populaires, 46 rue de Buzenval, 75020 Paris, France
-Au Vin Des Rues, 21 rue Boulard, 75014 Paris, France
+Epicerie Musicale, 55bis quai de Valmy, 75010 Paris, France
-bistrot les timbrés, 14 rue d'alleray, 75015 Paris, France
+Le relais de la victoire, 73 rue de la Victoire, 75009 Paris, France
-Café beauveau, 9 rue de Miromesnil, 75008 Paris, France
+Le Centenaire, 104 rue amelot, 75011 Paris, France
 Café Pistache, 9 rue des petits champs, 75001 Paris, France
 La Cagnotte, 13 Rue Jean-Baptiste Dumay, 75020 Paris, France
-le 1 cinq, 172 rue de vaugirard, 75015 Paris, France
+Le bal du pirate, 60 rue des bergers, 75015 Paris, France
+bistrot les timbrés, 14 rue d'alleray, 75015 Paris, France
 Le Killy Jen, 28 bis boulevard Diderot, 75012 Paris, France
+le 1 cinq, 172 rue de vaugirard, 75015 Paris, France
 Les Artisans, 106 rue Lecourbe, 75015 Paris, France
 Peperoni, 83 avenue de Wagram, 75001 Paris, France
-le lutece, 380 rue de vaugirard, 75015 Paris, France
+Ragueneau, 202 rue Saint Honoré, 75001 Paris, France
-Brasiloja, 16 rue Ganneron, 75018 Paris, France
+l'orillon bar, 35 rue de l'orillon, 75011 Paris, France
-Rivolux, 16 rue de Rivoli, 75004 Paris, France
+zic zinc, 95 rue claude decaen, 75012 Paris, France
-Chai 33, 33 Cour Saint Emilion, 75012 Paris, France
+L'Inévitable, 22 rue Linné, 75005 Paris, France
-L'européen, 21 Bis Boulevard Diderot, 75012 Paris, France
+Le Brio, 216, rue Marcadet, 75018 Paris, France
-NoMa, 39 rue Notre Dame de Nazareth, 75003 Paris, France
+Le Dunois, 77 rue Dunois, 75013 Paris, France
-O'Paris, 1 Rue des Envierges, 75020 Paris, France
+La Montagne Sans Geneviève, 13 Rue du Pot de Fer, 75005 Paris, France
-Café Clochette, 16 avenue Richerand, 75010 Paris, France
+Le Caminito, 48 rue du Dessous des Berges, 75013 Paris, France
+Le petit Bretonneau, Le petit Bretonneau - à l'intérieur de l'Hôpital, 75018 Paris, France
+La chaumière gourmande, Route de la Muette à Neuilly
+Club hippique du Jardin d’Acclimatation, 75016 Paris, France
+Caprice café, 12 avenue Jean Moulin, 75014 Paris, France
+Le Zazabar, 116 Rue de Ménilmontant, 75020 Paris, France
+Café beauveau, 9 rue de Miromesnil, 75008 Paris, France
+Caves populaires, 22 rue des Dames, 75017 Paris, France
+Cafe de grenelle, 188 rue de Grenelle, 75007 Paris, France
+Au Vin Des Rues, 21 rue Boulard, 75014 Paris, France
+L'antre d'eux, 16 rue DE MEZIERES, 75006 Paris, France
+Chez Prune, 36 rue Beaurepaire, 75010 Paris, France
+L'anjou, 1 rue de Montholon, 75009 Paris, France
+Tamm Bara, 7 rue Clisson, 75013 Paris, France
 La cantoche de Paname, 40 Boulevard Beaumarchais, 75011 Paris, France
 Le Saint René, 148 Boulevard de Charonne, 75020 Paris, France
+Café Clochette, 16 avenue Richerand, 75010 Paris, France
+L'européen, 21 Bis Boulevard Diderot, 75012 Paris, France
+Le BB (Bouchon des Batignolles), 2 rue Lemercier, 75017 Paris, France
 La Liberté, 196 rue du faubourg saint-antoine, 75012 Paris, France
 Chez Rutabaga, 16 rue des Petits Champs, 75002 Paris, France
-Le BB (Bouchon des Batignolles), 2 rue Lemercier, 75017 Paris, France
-La Brocante, 10 rue Rossini, 75009 Paris, France
-Le Plomb du cantal, 3 rue Gaîté, 75014 Paris, France
 Les caves populaires, 22 rue des Dames, 75017 Paris, France
-Chez Luna, 108 rue de Ménilmontant, 75020 Paris, France
+Le Plomb du cantal, 3 rue Gaîté, 75014 Paris, France
-Le bar Fleuri, 1 rue du Plateau, 75019 Paris, France
-Trois pièces cuisine, 101 rue des dames, 75017 Paris, France
-Le Zinc, 61 avenue de la Motte Picquet, 75015 Paris, France
-La cantine de Zoé, 136 rue du Faubourg poissonnière, 75010 Paris, France
-Les Vendangeurs, 6/8 rue Stanislas, 75006 Paris, France
-L'avant comptoir, 3 carrefour de l'Odéon, 75006 Paris, France
-Botak cafe, 1 rue Paul albert, 75018 Paris, France
-le chateau d'eau, 67 rue du Château d'eau, 75010 Paris, France
 Bistrot Saint-Antoine, 58 rue du Fbg Saint-Antoine, 75012 Paris, France
+Trois pièces cuisine, 101 rue des dames, 75017 Paris, France
+La Brocante, 10 rue Rossini, 75009 Paris, France
+Le Zinc, 61 avenue de la Motte Picquet, 75015 Paris, France
 Chez Oscar, 11/13 boulevard Beaumarchais, 75004 Paris, France
-Le Fronton, 63 rue de Ponthieu, 75008 Paris, France
 Le Piquet, 48 avenue de la Motte Picquet, 75015 Paris, France
-Le Tournebride, 104 rue Mouffetard, 75005 Paris, France
+L'avant comptoir, 3 carrefour de l'Odéon, 75006 Paris, France
+le chateau d'eau, 67 rue du Château d'eau, 75010 Paris, France
 maison du vin, 52 rue des plantes, 75014 Paris, France
-Coffee Chope, 344Vrue Vaugirard, 75015 Paris, France
+Les Vendangeurs, 6/8 rue Stanislas, 75006 Paris, France
-L'entrepôt, 157 rue Bercy 75012 Paris, 75012 Paris, France
+NoMa, 39 rue Notre Dame de Nazareth, 75003 Paris, France
-Le café Monde et Médias, Place de la République, 75003 Paris, France
+Chez Luna, 108 rue de Ménilmontant, 75020 Paris, France
-Café rallye tournelles, 11 Quai de la Tournelle, 75005 Paris, France
+Le Tournebride, 104 rue Mouffetard, 75005 Paris, France
-Brasserie le Morvan, 61 rue du château d'eau, 75010 Paris, France
+le lutece, 380 rue de vaugirard, 75015 Paris, France
-Chez Miamophile, 6 rue Mélingue, 75019 Paris, France
+Le bar Fleuri, 1 rue du Plateau, 75019 Paris, France
-La Caravane, Rue de la Fontaine au Roi, 75011 Paris, France
+Le Fronton, 63 rue de Ponthieu, 75008 Paris, France
-Panem, 18 rue de Crussol, 75011 Paris, France
+O'Paris, 1 Rue des Envierges, 75020 Paris, France
-Petits Freres des Pauvres, 47 rue de Batignolles, 75017 Paris, France
+Rivolux, 16 rue de Rivoli, 75004 Paris, France
-Café Dupont, 198 rue de la Convention, 75015 Paris, France
+Brasiloja, 16 rue Ganneron, 75018 Paris, France
-L'Angle, 28 rue de Ponthieu, 75008 Paris, France
+Botak cafe, 1 rue Paul albert, 75018 Paris, France
+La cantine de Zoé, 136 rue du Faubourg poissonnière, 75010 Paris, France
 Institut des Cultures d'Islam, 19-23 rue Léon, 75018 Paris, France
+Chez Miamophile, 6 rue Mélingue, 75019 Paris, France
 Canopy Café associatif, 19 rue Pajol, 75018 Paris, France
-L'Entracte, place de l'opera, 75002 Paris, France
+Café rallye tournelles, 11 Quai de la Tournelle, 75005 Paris, France
-Le Sévigné, 15 rue du Parc Royal, 75003 Paris, France
+Petits Freres des Pauvres, 47 rue de Batignolles, 75017 Paris, France
-Le Café d'avant, 35 rue Claude Bernard, 75005 Paris, France
+Le café Monde et Médias, Place de la République, 75003 Paris, France
-Le Lucernaire, 53 rue Notre-Dame des Champs, 75006 Paris, France
+L'entrepôt, 157 rue Bercy 75012 Paris, 75012 Paris, France
-Le Brigadier, 12 rue Blanche, 75009 Paris, France
+Coffee Chope, 344Vrue Vaugirard, 75015 Paris, France
-L'âge d'or, 26 rue du Docteur Magnan, 75013 Paris, France
-Café Victor, 10 boulevard Victor, 75015 Paris, France
-L'empreinte, 54, avenue Daumesnil, 75012 Paris, France
-L'horizon, 93, rue de la Roquette, 75011 Paris, France
-Waikiki, 10 rue d"Ulm, 75005 Paris, France
-Au pays de Vannes, 34 bis rue de Wattignies, 75012 Paris, France
-Café Varenne, 36 rue de Varenne, 75007 Paris, France
-l'Eléphant du nil, 125 Rue Saint-Antoine, 75004 Paris, France
 Le Comptoir, 354 bis rue Vaugirard, 75015 Paris, France
-Le Parc Vaugirard, 358 rue de Vaugirard, 75015 Paris, France
+L'empreinte, 54, avenue Daumesnil, 75012 Paris, France
-le Zango, 58 rue Daguerre, 75014 Paris, France
+Café Victor, 10 boulevard Victor, 75015 Paris, France
+Café Varenne, 36 rue de Varenne, 75007 Paris, France
+Le Brigadier, 12 rue Blanche, 75009 Paris, France
 Melting Pot, 3 rue de Lagny, 75020 Paris, France
+L'Entracte, place de l'opera, 75002 Paris, France
+le Zango, 58 rue Daguerre, 75014 Paris, France
+Panem, 18 rue de Crussol, 75011 Paris, France
+Waikiki, 10 rue d"Ulm, 75005 Paris, France
+l'Eléphant du nil, 125 Rue Saint-Antoine, 75004 Paris, France
+Le Parc Vaugirard, 358 rue de Vaugirard, 75015 Paris, France
 Pari's Café, 174 avenue de Clichy, 75017 Paris, France
+Brasserie le Morvan, 61 rue du château d'eau, 75010 Paris, France
+Au pays de Vannes, 34 bis rue de Wattignies, 75012 Paris, France
+Le Lucernaire, 53 rue Notre-Dame des Champs, 75006 Paris, France
+L'Angle, 28 rue de Ponthieu, 75008 Paris, France
+Le Café d'avant, 35 rue Claude Bernard, 75005 Paris, France
+Café Dupont, 198 rue de la Convention, 75015 Paris, France
+L'âge d'or, 26 rue du Docteur Magnan, 75013 Paris, France
+Le Sévigné, 15 rue du Parc Royal, 75003 Paris, France
+L'horizon, 93, rue de la Roquette, 75011 Paris, France

bonobo/examples/nodes/filter.py

@@ -0,0 +1,21 @@
+import bonobo
+
+from bonobo import Filter
+
+
+class OddOnlyFilter(Filter):
+    def filter(self, i):
+        return i % 2
+
+
+@Filter
+def MultiplesOfThreeOnlyFilter(self, i):
+    return not (i % 3)
+
+
+graph = bonobo.Graph(
+    lambda: tuple(range(50)),
+    OddOnlyFilter(),
+    MultiplesOfThreeOnlyFilter(),
+    print,
+)

bonobo/execution/base.py

@@ -1,21 +1,27 @@
 import traceback
+from contextlib import contextmanager
 from time import sleep
 
 from bonobo.config import Container
-from bonobo.config.processors import resolve_processors, ContextCurrifier
+from bonobo.config.processors import ContextCurrifier
+from bonobo.plugins import get_enhancers
 from bonobo.util.errors import print_error
-from bonobo.util.iterators import ensure_tuple
+from bonobo.util.objects import Wrapper, get_name
-from bonobo.util.objects import Wrapper
+
+
+@contextmanager
+def unrecoverable(error_handler):
+    try:
+        yield
+    except Exception as exc:  # pylint: disable=broad-except
+        error_handler(exc, traceback.format_exc())
+        raise  # raise unrecoverableerror from x ?
 
 
 class LoopingExecutionContext(Wrapper):
     alive = True
     PERIOD = 0.25
 
-    @property
-    def state(self):
-        return self._started, self._stopped
-
     @property
     def started(self):
         return self._started
@@ -26,7 +32,9 @@ class LoopingExecutionContext(Wrapper):
 
     def __init__(self, wrapped, parent, services=None):
         super().__init__(wrapped)
+
         self.parent = parent
+
         if services:
             if parent:
                 raise RuntimeError(
@@ -36,19 +44,25 @@ class LoopingExecutionContext(Wrapper):
         else:
             self.services = None
 
-        self._started, self._stopped, self._stack = False, False, None
+        self._started, self._stopped = False, False
+        self._stack = None
+
+        # XXX enhancers
+        self._enhancers = get_enhancers(self.wrapped)
 
     def start(self):
-        assert self.state == (False,
+        if self.started:
-                              False), ('{}.start() can only be called on a new node.').format(type(self).__name__)
+            raise RuntimeError('Cannot start a node twice ({}).'.format(get_name(self)))
+
         self._started = True
         self._stack = ContextCurrifier(self.wrapped, *self._get_initial_context())
 
-        try:
+        with unrecoverable(self.handle_error):
             self._stack.setup(self)
-        except Exception as exc:  # pylint: disable=broad-except
+
-            self.handle_error(exc, traceback.format_exc())
+        for enhancer in self._enhancers:
-            raise
+            with unrecoverable(self.handle_error):
+                enhancer.start(self)
 
     def loop(self):
         """Generic loop. A bit boring. """
@@ -61,16 +75,17 @@ class LoopingExecutionContext(Wrapper):
         raise NotImplementedError('Abstract.')
 
     def stop(self):
-        assert self._started, ('{}.stop() can only be called on a previously started node.').format(type(self).__name__)
+        if not self.started:
+            raise RuntimeError('Cannot stop an unstarted node ({}).'.format(get_name(self)))
+
         if self._stopped:
             return
 
-        self._stopped = True
         try:
-            self._stack.teardown()
+            with unrecoverable(self.handle_error):
-        except Exception as exc:  # pylint: disable=broad-except
+                self._stack.teardown()
-            self.handle_error(exc, traceback.format_exc())
+        finally:
-            raise
+            self._stopped = True
 
     def handle_error(self, exc, trace):
         return print_error(exc, trace, context=self.wrapped)

bonobo/execution/graph.py

@@ -21,16 +21,12 @@ class GraphExecutionContext:
 
     def __init__(self, graph, plugins=None, services=None):
         self.graph = graph
-        self.nodes = [NodeExecutionContext(node, parent=self) for node in self.graph.nodes]
+        self.nodes = [NodeExecutionContext(node, parent=self) for node in self.graph]
         self.plugins = [PluginExecutionContext(plugin, parent=self) for plugin in plugins or ()]
         self.services = Container(services) if services else Container()
 
         for i, node_context in enumerate(self):
-            try:
+            node_context.outputs = [self[j].input for j in self.graph.outputs_of(i)]
-                node_context.outputs = [self[j].input for j in self.graph.outputs_of(i)]
-            except KeyError:
-                continue
-
             node_context.input.on_begin = partial(node_context.send, BEGIN, _control=True)
             node_context.input.on_end = partial(node_context.send, END, _control=True)
             node_context.input.on_finalize = partial(node_context.stop)
@@ -50,7 +46,7 @@ class GraphExecutionContext:
 
         for i in self.graph.outputs_of(BEGIN):
             for message in messages:
-                self[i].recv(message)
+                self[i].write(message)
 
     def start(self):
         # todo use strategy

bonobo/execution/node.py

@@ -3,13 +3,15 @@ from queue import Empty
 from time import sleep
 
 from bonobo.constants import INHERIT_INPUT, NOT_MODIFIED
-from bonobo.core.inputs import Input
-from bonobo.core.statistics import WithStatistics
 from bonobo.errors import InactiveReadableError
 from bonobo.execution.base import LoopingExecutionContext
 from bonobo.structs.bags import Bag
+from bonobo.structs.inputs import Input
+from bonobo.util.compat import deprecated_alias
 from bonobo.util.errors import is_error
 from bonobo.util.iterators import iter_if_not_sequence
+from bonobo.util.objects import get_name
+from bonobo.util.statistics import WithStatistics
 
 
 class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
@@ -20,7 +22,11 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
     @property
     def alive(self):
         """todo check if this is right, and where it is used"""
-        return self.input.alive and self._started and not self._stopped
+        return self._started and not self._stopped
+
+    @property
+    def alive_str(self):
+        return '+' if self.alive else '-'
 
     def __init__(self, wrapped, parent=None, services=None):
         LoopingExecutionContext.__init__(self, wrapped, parent=parent, services=services)
@@ -30,18 +36,13 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
         self.outputs = []
 
     def __str__(self):
-        return (('+' if self.alive else '-') + ' ' + self.__name__ + ' ' + self.get_statistics_as_string()).strip()
+        return self.alive_str + ' ' + self.__name__ + self.get_statistics_as_string(prefix=' ')
 
     def __repr__(self):
-        stats = self.get_statistics_as_string().strip()
+        name, type_name = get_name(self), get_name(type(self))
-        return '<{}({}{}){}>'.format(
+        return '<{}({}{}){}>'.format(type_name, self.alive_str, name, self.get_statistics_as_string(prefix=' '))
-            type(self).__name__,
-            '+' if self.alive else '',
-            self.__name__,
-            (' ' + stats) if stats else '',
-        )
 
-    def recv(self, *messages):
+    def write(self, *messages):
         """
         Push a message list to this context's input queue.
 
@@ -50,6 +51,9 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
         for message in messages:
             self.input.put(message)
 
+    # XXX deprecated alias
+    recv = deprecated_alias('recv', write)
+
     def send(self, value, _control=False):
         """
         Sends a message to all of this context's outputs.
@@ -57,12 +61,19 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
         :param mixed value: message
         :param _control: if true, won't count in statistics.
         """
+
         if not _control:
             self.increment('out')
-        for output in self.outputs:
-            output.put(value)
 
-    def get(self):
+        if is_error(value):
+            value.apply(self.handle_error)
+        else:
+            for output in self.outputs:
+                output.put(value)
+
+    push = deprecated_alias('push', send)
+
+    def get(self):  # recv() ? input_data = self.receive()
         """
         Get from the queue first, then increment stats, so if Queue raise Timeout or Empty, stat won't be changed.
 
@@ -95,12 +106,6 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
         # todo add timer
         self.handle_results(input_bag, input_bag.apply(self._stack))
 
-    def push(self, bag):
-        # MAKE THIS PUBLIC API FOR CONTEXT PROCESSORS !!!
-        # xxx handle error or send in first call to apply(...)?
-        # xxx return value ?
-        bag.apply(self.handle_error) if is_error(bag) else self.send(bag)
-
     def handle_results(self, input_bag, results):
         # self._exec_time += timer.duration
         # Put data onto output channels
@@ -108,7 +113,7 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
             results = iter_if_not_sequence(results)
         except TypeError:  # not an iterator
             if results:
-                self.push(_resolve(input_bag, results))
+                self.send(_resolve(input_bag, results))
             else:
                 # case with no result, an execution went through anyway, use for stats.
                 # self._exec_count += 1
@@ -120,7 +125,7 @@ class NodeExecutionContext(WithStatistics, LoopingExecutionContext):
                 except StopIteration:
                     break
                 else:
-                    self.push(_resolve(input_bag, result))
+                    self.send(_resolve(input_bag, result))
 
 
 def _resolve(input_bag, output):

bonobo/ext/console.py

@@ -1,40 +1,13 @@
-# -*- coding: utf-8 -*-
-#
-# Copyright 2012-2017 Romain Dorgueil
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
 import functools
 import sys
 
-from colorama import Fore, Style
+from colorama import Style, Fore
 
+from bonobo import settings
 from bonobo.plugins import Plugin
 from bonobo.util.term import CLEAR_EOL, MOVE_CURSOR_UP
 
 
-@functools.lru_cache(1)
-def memory_usage():
-    import os, psutil
-    process = psutil.Process(os.getpid())
-    return process.get_memory_info()[0] / float(2**20)
-
-
-# @lru_cache(64)
-# def execution_time(harness):
-#    return datetime.datetime.now() - harness._started_at
-
-
 class ConsoleOutputPlugin(Plugin):
     """
     Outputs status information to the connected stdout. Can be a TTY, with or without support for colors/cursor
@@ -50,15 +23,14 @@ class ConsoleOutputPlugin(Plugin):
         self.prefix = ''
 
     def _write(self, graph_context, rewind):
-        profile, debug = False, False
+        if settings.PROFILE:
-        if profile:
             append = (
                 ('Memory', '{0:.2f} Mb'.format(memory_usage())),
                 # ('Total time', '{0} s'.format(execution_time(harness))),
             )
         else:
             append = ()
-        self.write(graph_context, prefix=self.prefix, append=append, debug=debug, profile=profile, rewind=rewind)
+        self.write(graph_context, prefix=self.prefix, append=append, rewind=rewind)
 
     def run(self):
         if sys.stdout.isatty():
@@ -70,23 +42,24 @@ class ConsoleOutputPlugin(Plugin):
         self._write(self.context.parent, rewind=False)
 
     @staticmethod
-    def write(context, prefix='', rewind=True, append=None, debug=False, profile=False):
+    def write(context, prefix='', rewind=True, append=None):
         t_cnt = len(context)
 
-        for i, component in enumerate(context):
+        for i in context.graph.topologically_sorted_indexes:
-            if component.alive:
+            node = context[i]
+            name_suffix = '({})'.format(i) if settings.DEBUG else ''
+            if node.alive:
                 _line = ''.join(
                     (
-                        Fore.BLACK, '({})'.format(i + 1), Style.RESET_ALL, ' ', Style.BRIGHT, '+', Style.RESET_ALL, ' ',
+                        ' ', Style.BRIGHT, '+', Style.RESET_ALL, ' ', node.name, name_suffix, ' ',
-                        component.name, ' ', component.get_statistics_as_string(debug=debug,
+                        node.get_statistics_as_string(), Style.RESET_ALL, ' ',
-                                                                                profile=profile), Style.RESET_ALL, ' ',
                     )
                 )
             else:
                 _line = ''.join(
                     (
-                        Fore.BLACK, '({})'.format(i + 1), ' - ', component.name, ' ',
+                        ' ', Fore.BLACK, '-', ' ', node.name, name_suffix, ' ', node.get_statistics_as_string(),
-                        component.get_statistics_as_string(debug=debug, profile=profile), Style.RESET_ALL, ' ',
+                        Style.RESET_ALL, ' ',
                     )
                 )
             print(prefix + _line + '\033[0K')
@@ -106,3 +79,10 @@ class ConsoleOutputPlugin(Plugin):
         if rewind:
             print(CLEAR_EOL)
             print(MOVE_CURSOR_UP(t_cnt + 2))
+
+
+@functools.lru_cache(1)
+def memory_usage():
+    import os, psutil
+    process = psutil.Process(os.getpid())
+    return process.memory_info()[0] / float(2**20)

bonobo/ext/console/__init__.py

@@ -1,5 +0,0 @@
-from .plugin import ConsoleOutputPlugin
-
-__all__ = [
-    'ConsoleOutputPlugin',
-]

bonobo/ext/opendatasoft.py

@@ -3,9 +3,8 @@ from urllib.parse import urlencode
 import requests  # todo: make this a service so we can substitute it ?
 
 from bonobo.config import Option
-from bonobo.config.processors import ContextProcessor, contextual
+from bonobo.config.processors import ContextProcessor
 from bonobo.config.configurables import Configurable
-from bonobo.util.compat import deprecated
 from bonobo.util.objects import ValueHolder
 
 
@@ -47,12 +46,7 @@ class OpenDataSoftAPI(Configurable):
             for row in records:
                 yield {**row.get('fields', {}), 'geometry': row.get('geometry', {})}
 
-            start.value += self.rows
+            start += self.rows
-
-
-@deprecated
-def from_opendatasoft_api(dataset, **kwargs):
-    return OpenDataSoftAPI(dataset=dataset, **kwargs)
 
 
 __all__ = [

bonobo/nodes/__init__.py

@@ -0,0 +1,9 @@
+from bonobo.nodes.io import __all__ as _all_io
+from bonobo.nodes.io import *
+
+from bonobo.nodes.basics import __all__ as _all_basics
+from bonobo.nodes.basics import *
+
+from bonobo.nodes.filter import Filter
+
+__all__ = _all_basics + _all_io + ['Filter']

bonobo/nodes/basics.py

@@ -3,10 +3,12 @@ from pprint import pprint as _pprint
 
 from colorama import Fore, Style
 
+from bonobo.config import Configurable, Option
 from bonobo.config.processors import ContextProcessor
 from bonobo.structs.bags import Bag
 from bonobo.util.objects import ValueHolder
 from bonobo.util.term import CLEAR_EOL
+from bonobo.constants import NOT_MODIFIED
 
 __all__ = [
     'identity',
@@ -23,19 +25,26 @@ def identity(x):
     return x
 
 
-def Limit(n=10):
+class Limit(Configurable):
-    from bonobo.constants import NOT_MODIFIED
+    """
-    i = 0
+    Creates a Limit() node, that will only let go through the first n rows (defined by the `limit` option), unmodified.
 
-    def _limit(*args, **kwargs):
+    .. attribute:: limit
-        nonlocal i, n
+
-        i += 1
+        Number of rows to let go through.
-        if i <= n:
+
+    """
+    limit = Option(positional=True, default=10)
+
+    @ContextProcessor
+    def counter(self, context):
+        yield ValueHolder(0)
+
+    def call(self, counter, *args, **kwargs):
+        counter += 1
+        if counter <= self.limit:
             yield NOT_MODIFIED
 
-    _limit.__name__ = 'Limit({})'.format(n)
-    return _limit
-
 
 def Tee(f):
     from bonobo.constants import NOT_MODIFIED
@@ -57,7 +66,7 @@ def count(counter, *args, **kwargs):
 def _count_counter(self, context):
     counter = ValueHolder(0)
     yield counter
-    context.send(Bag(counter.value))
+    context.send(Bag(counter._value))
 
 
 pprint = Tee(_pprint)

bonobo/nodes/filter.py

@@ -0,0 +1,26 @@
+from bonobo.constants import NOT_MODIFIED
+
+from bonobo.config import Configurable, Method
+
+
+class Filter(Configurable):
+    """Filter out hashes from the stream depending on the :attr:`filter` callable return value, when called with the
+    current hash as parameter.
+
+    Can be used as a decorator on a filter callable.
+
+    .. attribute:: filter
+
+        A callable used to filter lines.
+        
+        If the callable returns a true-ish value, the input will be passed unmodified to the next items.
+        
+        Otherwise, it'll be burnt.
+
+    """
+
+    filter = Method()
+
+    def call(self, *args, **kwargs):
+        if self.filter(*args, **kwargs):
+            return NOT_MODIFIED

bonobo/nodes/io/csv.py

@@ -1,7 +1,8 @@
 import csv
 
 from bonobo.config import Option
-from bonobo.config.processors import ContextProcessor, contextual
+from bonobo.config.processors import ContextProcessor
+from bonobo.constants import NOT_MODIFIED
 from bonobo.util.objects import ValueHolder
 from .file import FileHandler, FileReader, FileWriter
 
@@ -45,8 +46,11 @@ class CsvReader(CsvHandler, FileReader):
 
     def read(self, fs, file, headers):
         reader = csv.reader(file, delimiter=self.delimiter, quotechar=self.quotechar)
-        headers.value = headers.value or next(reader)
+
-        field_count = len(headers.value)
+        if not headers.get():
+            headers.set(next(reader))
+
+        field_count = len(headers)
 
         if self.skip and self.skip > 0:
             for _ in range(0, self.skip):
@@ -67,8 +71,9 @@ class CsvWriter(CsvHandler, FileWriter):
         yield writer, headers
 
     def write(self, fs, file, lineno, writer, headers, row):
-        if not lineno.value:
+        if not lineno:
-            headers.value = headers.value or row.keys()
+            headers.set(headers.value or row.keys())
-            writer.writerow(headers.value)
+            writer.writerow(headers.get())
-        writer.writerow(row[header] for header in headers.value)
+        writer.writerow(row[header] for header in headers.get())
-        lineno.value += 1
+        lineno += 1
+        return NOT_MODIFIED

bonobo/nodes/io/file.py

@@ -1,6 +1,7 @@
 from bonobo.config import Option, Service
 from bonobo.config.configurables import Configurable
-from bonobo.config.processors import ContextProcessor, contextual
+from bonobo.config.processors import ContextProcessor
+from bonobo.constants import NOT_MODIFIED
 from bonobo.util.objects import ValueHolder
 
 __all__ = [
@@ -85,7 +86,7 @@ class FileWriter(Writer):
 
     @ContextProcessor
     def lineno(self, context, fs, file):
-        lineno = ValueHolder(0, type=int)
+        lineno = ValueHolder(0)
         yield lineno
 
     def write(self, fs, file, lineno, row):
@@ -93,7 +94,8 @@ class FileWriter(Writer):
         Write a row on the next line of opened file in context.
         """
         self._write_line(file, (self.eol if lineno.value else '') + row)
-        lineno.value += 1
+        lineno += 1
+        return NOT_MODIFIED
 
     def _write_line(self, file, line):
         return file.write(line)

bonobo/nodes/io/json.py

@@ -1,6 +1,6 @@
 import json
 
-from bonobo.config.processors import ContextProcessor, contextual
+from bonobo.config.processors import ContextProcessor
 from .file import FileWriter, FileReader
 
 __all__ = [

bonobo/plugins.py

@@ -1,3 +1,7 @@
+from bonobo.config import Configurable
+from bonobo.util.objects import get_attribute_or_create
+
+
 class Plugin:
     """
     A plugin is an extension to the core behavior of bonobo. If you're writing transformations, you should not need
@@ -21,3 +25,16 @@ class Plugin:
 
     def finalize(self):
         pass
+
+
+def get_enhancers(obj):
+    try:
+        return get_attribute_or_create(obj, '__enhancers__', list())
+    except AttributeError:
+        return list()
+
+
+class NodeEnhancer(Configurable):
+    def __matmul__(self, other):
+        get_enhancers(other).append(self)
+        return other

bonobo/settings.py

@@ -0,0 +1,16 @@
+import os
+
+
+def to_bool(s):
+    if len(s):
+        if s.lower() in ('f', 'false', 'n', 'no', '0'):
+            return False
+        return True
+    return False
+
+
+# Debug mode.
+DEBUG = to_bool(os.environ.get('BONOBO_DEBUG', 'f'))
+
+# Profile mode.
+PROFILE = to_bool(os.environ.get('BONOBO_PROFILE', 'f'))

bonobo/structs/bags.py

@@ -67,9 +67,7 @@ class Bag:
                 iter(func_or_iter)
 
                 def generator():
-                    nonlocal func_or_iter
+                    yield from func_or_iter
-                    for x in func_or_iter:
-                        yield x
 
                 return generator()
             except TypeError as exc:
@@ -87,6 +85,9 @@ class Bag:
     def inherit(cls, *args, **kwargs):
         return cls(*args, _flags=(INHERIT_INPUT, ), **kwargs)
 
+    def __eq__(self, other):
+        return isinstance(other, Bag) and other.args == self.args and other.kwargs == self.kwargs
+
     def __repr__(self):
         return '<{} ({})>'.format(
             type(self).__name__, ', '.

bonobo/structs/graphs.py

@@ -3,29 +3,115 @@ from bonobo.constants import BEGIN
 
 class Graph:
     """
-    Represents a coherent directed acyclic graph of components.
+    Represents a directed graph of nodes.
     """
 
     def __init__(self, *chain):
+        self.edges = {BEGIN: set()}
+        self.named = {}
         self.nodes = []
-        self.graph = {BEGIN: set()}
         self.add_chain(*chain)
 
-    def outputs_of(self, idx, create=False):
+    def __iter__(self):
-        if create and not idx in self.graph:
+        yield from self.nodes
-            self.graph[idx] = set()
-        return self.graph[idx]
-
-    def add_node(self, c):
-        i = len(self.nodes)
-        self.nodes.append(c)
-        return i
-
-    def add_chain(self, *nodes, _input=BEGIN):
-        for node in nodes:
-            _next = self.add_node(node)
-            self.outputs_of(_input, create=True).add(_next)
-            _input = _next
 
     def __len__(self):
+        """ Node count.
+        """
         return len(self.nodes)
+
+    def __getitem__(self, key):
+        return self.nodes[key]
+
+    def outputs_of(self, idx, create=False):
+        """ Get a set of the outputs for a given node index.
+        """
+        if create and not idx in self.edges:
+            self.edges[idx] = set()
+        return self.edges[idx]
+
+    def add_node(self, c):
+        """ Add a node without connections in this graph and returns its index.
+        """
+        idx = len(self.nodes)
+        self.edges[idx] = set()
+        self.nodes.append(c)
+        return idx
+
+    def add_chain(self, *nodes, _input=BEGIN, _output=None, _name=None):
+        """ Add a chain in this graph.
+        """
+        if len(nodes):
+            _input = self._resolve_index(_input)
+            _output = self._resolve_index(_output)
+
+            for i, node in enumerate(nodes):
+                _next = self.add_node(node)
+                if not i and _name:
+                    if _name in self.named:
+                        raise KeyError('Duplicate name {!r} in graph.'.format(_name))
+                    self.named[_name] = _next
+                self.outputs_of(_input, create=True).add(_next)
+                _input = _next
+
+            if _output is not None:
+                self.outputs_of(_input, create=True).add(_output)
+
+            if hasattr(self, '_topologcally_sorted_indexes_cache'):
+                del self._topologcally_sorted_indexes_cache
+
+        return self
+
+    @property
+    def topologically_sorted_indexes(self):
+        """Iterate in topological order, based on networkx's topological_sort() function.
+        """
+        try:
+            return self._topologcally_sorted_indexes_cache
+        except AttributeError:
+            seen = set()
+            order = []
+            explored = set()
+
+            for i in self.edges:
+                if i in explored:
+                    continue
+                fringe = [i]
+                while fringe:
+                    w = fringe[-1]  # depth first search
+                    if w in explored:  # already looked down this branch
+                        fringe.pop()
+                        continue
+                    seen.add(w)  # mark as seen
+                    # Check successors for cycles and for new nodes
+                    new_nodes = []
+                    for n in self.outputs_of(w):
+                        if n not in explored:
+                            if n in seen:  # CYCLE !!
+                                raise RuntimeError("Graph contains a cycle.")
+                            new_nodes.append(n)
+                    if new_nodes:  # Add new_nodes to fringe
+                        fringe.extend(new_nodes)
+                    else:  # No new nodes so w is fully explored
+                        explored.add(w)
+                        order.append(w)
+                        fringe.pop()  # done considering this node
+            self._topologcally_sorted_indexes_cache = tuple(filter(lambda i: type(i) is int, reversed(order)))
+            return self._topologcally_sorted_indexes_cache
+
+    def _resolve_index(self, mixed):
+        """ Find the index based on various strategies for a node, probably an input or output of chain. Supported inputs are indexes, node values or names.
+        """
+        if mixed is None:
+            return None
+
+        if type(mixed) is int or mixed in self.edges:
+            return mixed
+
+        if isinstance(mixed, str) and mixed in self.named:
+            return self.named[mixed]
+
+        if mixed in self.nodes:
+            return self.nodes.index(mixed)
+
+        raise ValueError('Cannot find node matching {!r}.'.format(mixed))

bonobo/structs/inputs.py

@@ -15,11 +15,12 @@
 # limitations under the License.
 
 from abc import ABCMeta, abstractmethod
+
 from queue import Queue
 
-from bonobo.errors import AbstractError, InactiveWritableError, InactiveReadableError
 from bonobo.constants import BEGIN, END
-from bonobo.basics import noop
+from bonobo.errors import AbstractError, InactiveReadableError, InactiveWritableError
+from bonobo.nodes import noop
 
 BUFFER_SIZE = 8192
 

bonobo/util/compat.py

@@ -1,31 +1,7 @@
 import functools
-import struct
-
-import sys
 import warnings
 
 
-def is_platform_little_endian():
-    """ am I little endian """
-    return sys.byteorder == 'little'
-
-
-def is_platform_windows():
-    return sys.platform == 'win32' or sys.platform == 'cygwin'
-
-
-def is_platform_linux():
-    return sys.platform == 'linux2'
-
-
-def is_platform_mac():
-    return sys.platform == 'darwin'
-
-
-def is_platform_32bit():
-    return struct.calcsize("P") * 8 < 64
-
-
 def deprecated_alias(alias, func):
     @functools.wraps(func)
     def new_func(*args, **kwargs):

bonobo/util/helpers.py

@@ -1,12 +0,0 @@
-def console_run(*chain, output=True, plugins=None, strategy=None):
-    from bonobo import run
-    from bonobo.ext.console import ConsoleOutputPlugin
-
-    return run(*chain, plugins=(plugins or []) + [ConsoleOutputPlugin()] if output else [], strategy=strategy)
-
-
-def jupyter_run(*chain, plugins=None, strategy=None):
-    from bonobo import run
-    from bonobo.ext.jupyter import JupyterOutputPlugin
-
-    return run(*chain, plugins=(plugins or []) + [JupyterOutputPlugin()], strategy=strategy)

bonobo/util/objects.py

@@ -1,3 +1,7 @@
+import functools
+from functools import partial
+
+
 def get_name(mixed):
     try:
         return mixed.__name__
@@ -27,175 +31,199 @@ class ValueHolder:
     
     """
 
-    def __init__(self, value, *, type=None):
+    def __init__(self, value):
-        self.value = value
+        self._value = value
-        self.type = type
 
-    def __repr__(self):
+    @property
-        return repr(self.value)
+    def value(self):
+        # XXX deprecated
+        return self._value
 
-    def __lt__(self, other):
+    def get(self):
-        return self.value < other
+        return self._value
 
-    def __le__(self, other):
+    def set(self, new_value):
-        return self.value <= other
+        self._value = new_value
+
+    def __bool__(self):
+        return bool(self._value)
 
     def __eq__(self, other):
-        return self.value == other
+        return self._value == other
 
     def __ne__(self, other):
-        return self.value != other
+        return self._value != other
+
+    def __repr__(self):
+        return repr(self._value)
+
+    def __lt__(self, other):
+        return self._value < other
+
+    def __le__(self, other):
+        return self._value <= other
 
     def __gt__(self, other):
-        return self.value > other
+        return self._value > other
 
     def __ge__(self, other):
-        return self.value >= other
+        return self._value >= other
 
     def __add__(self, other):
-        return self.value + other
+        return self._value + other
 
     def __radd__(self, other):
-        return other + self.value
+        return other + self._value
 
     def __iadd__(self, other):
-        self.value += other
+        self._value += other
         return self
 
     def __sub__(self, other):
-        return self.value - other
+        return self._value - other
 
     def __rsub__(self, other):
-        return other - self.value
+        return other - self._value
 
     def __isub__(self, other):
-        self.value -= other
+        self._value -= other
         return self
 
     def __mul__(self, other):
-        return self.value * other
+        return self._value * other
 
     def __rmul__(self, other):
-        return other * self.value
+        return other * self._value
 
     def __imul__(self, other):
-        self.value *= other
+        self._value *= other
         return self
 
     def __matmul__(self, other):
-        return self.value @ other
+        return self._value @ other
 
     def __rmatmul__(self, other):
-        return other @ self.value
+        return other @ self._value
 
     def __imatmul__(self, other):
-        self.value @= other
+        self._value @= other
         return self
 
     def __truediv__(self, other):
-        return self.value / other
+        return self._value / other
 
     def __rtruediv__(self, other):
-        return other / self.value
+        return other / self._value
 
     def __itruediv__(self, other):
-        self.value /= other
+        self._value /= other
         return self
 
     def __floordiv__(self, other):
-        return self.value // other
+        return self._value // other
 
     def __rfloordiv__(self, other):
-        return other // self.value
+        return other // self._value
 
     def __ifloordiv__(self, other):
-        self.value //= other
+        self._value //= other
         return self
 
     def __mod__(self, other):
-        return self.value % other
+        return self._value % other
 
     def __rmod__(self, other):
-        return other % self.value
+        return other % self._value
 
     def __imod__(self, other):
-        self.value %= other
+        self._value %= other
         return self
 
     def __divmod__(self, other):
-        return divmod(self.value, other)
+        return divmod(self._value, other)
 
     def __rdivmod__(self, other):
-        return divmod(other, self.value)
+        return divmod(other, self._value)
 
     def __pow__(self, other):
-        return self.value**other
+        return self._value**other
 
     def __rpow__(self, other):
-        return other**self.value
+        return other**self._value
 
     def __ipow__(self, other):
-        self.value **= other
+        self._value **= other
         return self
 
     def __lshift__(self, other):
-        return self.value << other
+        return self._value << other
 
     def __rlshift__(self, other):
-        return other << self.value
+        return other << self._value
 
     def __ilshift__(self, other):
-        self.value <<= other
+        self._value <<= other
         return self
 
     def __rshift__(self, other):
-        return self.value >> other
+        return self._value >> other
 
     def __rrshift__(self, other):
-        return other >> self.value
+        return other >> self._value
 
     def __irshift__(self, other):
-        self.value >>= other
+        self._value >>= other
         return self
 
     def __and__(self, other):
-        return self.value & other
+        return self._value & other
 
     def __rand__(self, other):
-        return other & self.value
+        return other & self._value
 
     def __iand__(self, other):
-        self.value &= other
+        self._value &= other
         return self
 
     def __xor__(self, other):
-        return self.value ^ other
+        return self._value ^ other
 
     def __rxor__(self, other):
-        return other ^ self.value
+        return other ^ self._value
 
     def __ixor__(self, other):
-        self.value ^= other
+        self._value ^= other
         return self
 
     def __or__(self, other):
-        return self.value | other
+        return self._value | other
 
     def __ror__(self, other):
-        return other | self.value
+        return other | self._value
 
     def __ior__(self, other):
-        self.value |= other
+        self._value |= other
         return self
 
     def __neg__(self):
-        return -self.value
+        return -self._value
 
     def __pos__(self):
-        return +self.value
+        return +self._value
 
     def __abs__(self):
-        return abs(self.value)
+        return abs(self._value)
 
     def __invert__(self):
-        return ~self.value
+        return ~self._value
+
+    def __len__(self):
+        return len(self._value)
+
+
+def get_attribute_or_create(obj, attr, default):
+    try:
+        return getattr(obj, attr)
+    except AttributeError:
+        setattr(obj, attr, default)
+        return getattr(obj, attr)

bonobo/util/python.py

@@ -0,0 +1,22 @@
+import inspect
+import os
+import runpy
+
+
+class _RequiredModule:
+    def __init__(self, dct):
+        self.__dict__ = dct
+
+
+class _RequiredModulesRegistry(dict):
+    def require(self, name):
+        if name not in self:
+            bits = name.split('.')
+            pathname = os.path.join(os.getcwd(), os.path.dirname(inspect.getfile(inspect.stack()[1][0])))
+            filename = os.path.join(pathname, *bits[:-1], bits[-1] + '.py')
+            self[name] = _RequiredModule(runpy.run_path(filename, run_name=name))
+        return self[name]
+
+
+registry = _RequiredModulesRegistry()
+require = registry.require

bonobo/util/statistics.py

@@ -24,7 +24,8 @@ class WithStatistics:
         return ((name, self.statistics[name]) for name in self.statistics_names)
 
     def get_statistics_as_string(self, *args, **kwargs):
-        return ' '.join(('{0}={1}'.format(name, cnt) for name, cnt in self.get_statistics(*args, **kwargs) if cnt > 0))
+        stats = tuple('{0}={1}'.format(name, cnt) for name, cnt in self.get_statistics(*args, **kwargs) if cnt > 0)
+        return (kwargs.get('prefix', '') + ' '.join(stats)) if len(stats) else ''
 
     def increment(self, name):
         self.statistics[name] += 1

docs/_templates/index.html

@@ -3,10 +3,7 @@
 {% block body %}
 
     <div style="border: 2px solid red; font-weight: bold; margin: 1em; padding: 1em">
-        Bonobo is currently <strong>ALPHA</strong> software. That means that the doc is not finished, and that
+        Bonobo is <strong>ALPHA</strong> software. Some APIs will change.
-        some APIs will change.<br>
-        There are a lot of missing sections, including comparison with other tools. But if you're looking for a
-        replacement for X, unless X is an ETL, bonobo is probably not what you want.
     </div>
 
     <h1 style="text-align: center">
@@ -16,26 +13,12 @@
 
     <p>
         {% trans %}
-            <strong>Bonobo</strong> is a line-by-line data-processing toolkit for python 3.5+ emphasizing simple and
+            <strong>Bonobo</strong> is a line-by-line data-processing toolkit for python 3.5+ (extract-transform-load
-            atomic data transformations defined using a directed graph of plain old python callables (functions and
+            framework) emphasizing simple and atomic data transformations defined using a directed graph of plain old
-            generators).
+            python objects (functions, iterables, generators, ...).
         {% endtrans %}
     </p>
 
-    <p>
-        {% trans %}
-            <strong>Bonobo</strong> is a extract-transform-load framework that uses python code to define transformations.
-        {% endtrans %}
-    </p>
-
-    <p>
-        {% trans %}
-            <strong>Bonobo</strong> is your own data-monkey army. Tedious and repetitive data-processing incoming? Give
-            it a try!
-        {% endtrans %}
-    </p>
-
-
     <h2 style="margin-bottom: 0">{% trans %}Documentation{% endtrans %}</h2>
 
     <table class="contentstable">
@@ -95,8 +78,9 @@
         </li>
         <li>
             {% trans %}
-                <b>Dependency injection:</b> Abstract the transformation dependencies to easily switch data sources and
+                <b>Service injection:</b> Abstract the transformation dependencies to easily switch data sources and
-                used libraries, allowing to easily test your transformations.
+                dependant libraries. You'll be able to specify the concrete implementations or configurations at
+                runtime, for example to switch a database connection string or an API endpoint.
             {% endtrans %}
         </li>
         <li>
@@ -107,7 +91,7 @@
         </li>
         <li>
             {% trans %}
-            Work in progress: read the <a href="https://www.bonobo-project.org/roadmap">roadmap</a>.
+            Bonobo is young, and the todo-list is huge. Read the <a href="https://www.bonobo-project.org/roadmap">roadmap</a>.
             {% endtrans %}
         </li>
     </ul>

docs/guide/index.rst

@@ -10,6 +10,7 @@ There are a few things that you should know while writing transformations graphs
     :maxdepth: 2
 
     purity
+    transformations
     services
 
 Third party integrations

docs/guide/plugins.rst

@@ -0,0 +1,17 @@
+Plugins
+=======
+
+
+Graph level plugins
+:::::::::::::::::::
+
+
+Node level plugins
+::::::::::::::::::
+
+enhancers
+
+
+node
+    -
+

docs/guide/services.rst

@@ -1,20 +1,18 @@
-Services and dependencies (draft implementation)
+Services and dependencies
-================================================
+=========================
 
-:Status: Draft implementation
+:Last-Modified: 20 may 2017
-:Stability: Alpha
-:Last-Modified: 28 apr 2017
 
-Most probably, you'll want to use external systems within your transformations. Those systems may include databases,
+You'll probably want to use external systems within your transformations. Those systems may include databases, apis
-apis (using http, for example), filesystems, etc.
+(using http, for example), filesystems, etc.
 
 You can start by hardcoding those services. That does the job, at first.
 
 If you're going a little further than that, you'll feel limited, for a few reasons:
 
 * Hardcoded and tightly linked dependencies make your transformations hard to test, and hard to reuse.
-* Processing data on your laptop is great, but being able to do it on different systems (or stages), in different
+* Processing data on your laptop is great, but being able to do it on different target systems (or stages), in different
-  environments, is more realistic? You probably want to contigure a different database on a staging environment,
+  environments, is more realistic. You'll want to contigure a different database on a staging environment,
   preprod environment or production system. Maybe you have silimar systems for different clients and want to select
   the system at runtime. Etc.
 
@@ -52,10 +50,11 @@ injected to your calls under the parameter name "database".
 Function-based transformations
 ------------------------------
 
-No implementation yet, but expect something similar to CBT API, maybe using a `@Service(...)` decorator.
+No implementation yet, but expect something similar to CBT API, maybe using a `@Service(...)` decorator. See
+`issue #70 <https://github.com/python-bonobo/bonobo/issues/70>`_.
 
-Execution
+Provide implementation at run time
----------
+----------------------------------
 
 Let's see how to execute it:
 

docs/guide/transformations.rst

@@ -0,0 +1,93 @@
+Transformations
+===============
+
+Here is some guidelines on how to write transformations, to avoid the convention-jungle that could happen without
+a few rules.
+
+
+Naming conventions
+::::::::::::::::::
+
+The naming convention used is the following.
+
+If you're naming something which is an actual transformation, that can be used directly as a graph node, then use
+underscores and lowercase names:
+
+.. code-block:: python
+
+    # instance of a class based transformation
+    filter = Filter(...)
+
+    # function based transformation
+    def uppercase(s: str) -> str:
+        return s.upper()
+
+If you're naming something which is configurable, that will need to be instanciated or called to obtain something that
+can be used as a graph node, then use camelcase names:
+
+.. code-block:: python
+
+    # configurable
+    class ChangeCase(Configurable):
+        modifier = Option(default='upper')
+        def call(self, s: str) -> str:
+            return getattr(s, self.modifier)()
+
+    # transformation factory
+    def Apply(method):
+        @functools.wraps(method)
+        def apply(s: str) -> str:
+            return method(s)
+        return apply
+
+    # result is a graph node candidate
+    upper = Apply(str.upper)
+
+
+Function based transformations
+::::::::::::::::::::::::::::::
+
+The most basic transformations are function-based. Which means that you define a function, and it will be used directly
+in a graph.
+
+.. code-block:: python
+
+    def get_representation(row):
+        return repr(row)
+
+    graph = bonobo.Graph(
+        [...],
+        get_representation,
+    )
+
+
+It does not allow any configuration, but if it's an option, prefer it as it's simpler to write.
+
+
+Class based transformations
+:::::::::::::::::::::::::::
+
+A lot of logic is a bit more complex, and you'll want to use classes to define some of your transformations.
+
+The :class:`bonobo.config.Configurable` class gives you a few toys to write configurable transformations.
+
+Options
+-------
+
+.. autoclass:: bonobo.config.Option
+
+Services
+--------
+
+.. autoclass:: bonobo.config.Service
+
+Methods
+-------
+
+.. autoclass:: bonobo.config.Method
+
+ContextProcessors
+-----------------
+
+.. autoclass:: bonobo.config.ContextProcessor
+

docs/reference/examples.rst

@@ -70,7 +70,7 @@ Utils
 Count
 -----
 
-.. automodule:: bonobo.examples.utils.count
+.. automodule:: bonobo.examples.nodes.count
     :members:
     :undoc-members:
     :show-inheritance:

docs/roadmap.rst

@@ -1,6 +1,27 @@
 Detailed roadmap
 ================
 
+initialize / finalize better than start / stop ?
+
+Graph and node level plugins
+::::::::::::::::::::::::::::
+
+ * Enhancers or nide-level plugins
+ * Graph level plugins
+ * Documentation
+
+Command line interface and environment
+::::::::::::::::::::::::::::::::::::::
+
+* How do we manage environment ? .env ?
+* How do we configure plugins ?
+* Console run should allow console plugin as a command line argument (or silence it).
+
+Services and Processors
+:::::::::::::::::::::::
+
+* ContextProcessors not clean
+
 Next...
 :::::::
 
@@ -10,8 +31,13 @@ Next...
 * Windows break because of readme encoding. Fix in edgy.
 * bonobo init --with sqlalchemy,docker
 * logger, vebosity level
-* Console run should allow console plugin as a command line argument (or silence it).
+
-* ContextProcessors not clean
+
+External libs that looks good
+:::::::::::::::::::::::::::::
+
+* dask.distributed
+* mediator (event dispatcher)
 
 Version 0.3
 :::::::::::

docs/tutorial/index.rst

@@ -1,23 +1,29 @@
 First steps
 ===========
 
-We tried hard to make **Bonobo** simple. We use simple python, and we believe it should be simple to learn.
+Bonobo uses simple python and should be quick and easy to learn.
+
+What is Bonobo?
+:::::::::::::::
+
+Bonobo is an ETL (Extract-Transform-Load) framework for python 3.5. The goal is to define data-transformations, with
+python code in charge of handling similar shaped independant lines of data.
+
+Bonobo *is not* a statistical or data-science tool. If you're looking for a data-analysis tool in python, use Pandas.
+
+Bonobo is a lean manufacturing assembly line for data that let you focus on the actual work instead of the plumbery.
+
 
 Tutorial
 ::::::::
 
-We strongly advice that even if you're an advanced python developper, you go through the whole tutorial for two
-reasons: that should be sufficient to do anything possible with **Bonobo** and that's a good moment to learn the few
-concepts you'll see everywhere in the software.
-
-If you're not familiar with python, you should first read :doc:`python`.
-
 .. toctree::
     :maxdepth: 2
 
     tut01
     tut02
 
+
 What's next?
 ::::::::::::
 
@@ -39,3 +45,4 @@ Read about integrating external tools with bonobo
 * :doc:`../guide/ext/jupyter`: run transformations within jupyter notebooks.
 * :doc:`../guide/ext/selenium`: run
 * :doc:`../guide/ext/sqlalchemy`: everything you need to interract with SQL databases.
+

requirements-dev.txt

@@ -1 +1,27 @@
 -e .[dev]
+
+alabaster==0.7.10
+astroid==1.5.2
+babel==2.4.0
+coverage==4.3.4
+docutils==0.13.1
+imagesize==0.7.1
+isort==4.2.5
+jinja2==2.9.6
+lazy-object-proxy==1.2.2
+markupsafe==1.0
+mccabe==0.6.1
+py==1.4.33
+pygments==2.2.0
+pylint==1.7.1
+pytest-cov==2.4.0
+pytest-timeout==1.2.0
+pytest==3.0.7
+pytz==2017.2
+requests==2.13.0
+six==1.10.0
+snowballstemmer==1.2.1
+sphinx-rtd-theme==0.2.4
+sphinx==1.5.5
+wrapt==1.10.10
+yapf==0.16.1

requirements-jupyter.txt

@@ -0,0 +1,41 @@
+-e .[jupyter]
+
+appnope==0.1.0
+bleach==2.0.0
+decorator==4.0.11
+entrypoints==0.2.2
+html5lib==0.999999999
+ipykernel==4.6.1
+ipython-genutils==0.2.0
+ipython==6.0.0
+ipywidgets==6.0.0
+jedi==0.10.2
+jinja2==2.9.6
+jsonschema==2.6.0
+jupyter-client==5.0.1
+jupyter-console==5.1.0
+jupyter-core==4.3.0
+jupyter==1.0.0
+markupsafe==1.0
+mistune==0.7.4
+nbconvert==5.1.1
+nbformat==4.3.0
+notebook==5.0.0
+pandocfilters==1.4.1
+pexpect==4.2.1
+pickleshare==0.7.4
+prompt-toolkit==1.0.14
+ptyprocess==0.5.1
+pygments==2.2.0
+python-dateutil==2.6.0
+pyzmq==16.0.2
+qtconsole==4.3.0
+simplegeneric==0.8.1
+six==1.10.0
+terminado==0.6
+testpath==0.3
+tornado==4.5.1
+traitlets==4.3.2
+wcwidth==0.1.7
+webencodings==0.5.1
+widgetsnbextension==2.0.0

requirements.txt

@@ -1,7 +1,12 @@
 -e .
 
-colorama ==0.3.9
+appdirs==1.4.3
-fs ==2.0.3
+colorama==0.3.9
-psutil ==5.2.2
+enum34==1.1.6
-requests ==2.13.0
+fs==2.0.3
-stevedore ==1.21.0
+pbr==3.0.0
+psutil==5.2.2
+pytz==2017.2
+requests==2.13.0
+six==1.10.0
+stevedore==1.21.0

setup.py

@@ -1,22 +1,11 @@
 # This file is autogenerated by edgy.project code generator.
 # All changes will be overwritten.
 
-import os
 from setuptools import setup, find_packages
+from codecs import open
+from os import path
 
-root_dir = os.path.dirname(os.path.abspath(__file__))
+here = path.abspath(path.dirname(__file__))
-
-tolines = lambda c: list(filter(None, map(lambda s: s.strip(), c.split('\n'))))
-
-
-def read(filename, flt=None):
-    try:
-        with open(filename) as f:
-            content = f.read().strip()
-            return flt(content) if callable(flt) else content
-    except EnvironmentError:
-        return ''
-
 
 # Py3 compatibility hacks, borrowed from IPython.
 try:
@@ -28,9 +17,18 @@ except NameError:
         exec(compile(open(fname).read(), fname, "exec"), globs, locs)
 
 
+# Get the long description from the README file
+with open(path.join(here, 'README.rst'), encoding='utf-8') as f:
+    long_description = f.read()
+
+# Get the classifiers from the classifiers file
+tolines = lambda c: list(filter(None, map(lambda s: s.strip(), c.split('\n'))))
+with open(path.join(here, 'classifiers.txt'), encoding='utf-8') as f:
+    classifiers = tolines(f.read())
+
 version_ns = {}
 try:
-    execfile(os.path.join(root_dir, 'bonobo/_version.py'), version_ns)
+    execfile(path.join(here, 'bonobo/_version.py'), version_ns)
 except EnvironmentError:
     version = 'dev'
 else:
@@ -38,44 +36,41 @@ else:
 
 setup(
     name='bonobo',
-    description=
+    description=('Bonobo, a simple, modern and atomic extract-transform-load toolkit for '
-    ('Bonobo, a simple, modern and atomic extract-transform-load toolkit for '
+                 'python 3.5+.'),
-     'python 3.5+.'),
     license='Apache License, Version 2.0',
     install_requires=[
-        'colorama >=0.3,<1.0', 'fs >=2.0,<3.0', 'psutil >=5.2,<6.0',
+        'colorama >=0.3,<1.0', 'fs >=2.0,<3.0', 'psutil >=5.2,<6.0', 'requests >=2.0,<3.0', 'stevedore >=1.21,<2.0'
-        'requests >=2.0,<3.0', 'stevedore >=1.21,<2.0'
     ],
     version=version,
-    long_description=read('README.rst'),
+    long_description=long_description,
-    classifiers=read('classifiers.txt', tolines),
+    classifiers=classifiers,
     packages=find_packages(exclude=['ez_setup', 'example', 'test']),
     include_package_data=True,
-    data_files=[('share/jupyter/nbextensions/bonobo-jupyter', [
+    data_files=[
-        'bonobo/ext/jupyter/static/extension.js',
+        (
-        'bonobo/ext/jupyter/static/index.js',
+            'share/jupyter/nbextensions/bonobo-jupyter', [
-        'bonobo/ext/jupyter/static/index.js.map'
+                'bonobo/ext/jupyter/static/extension.js', 'bonobo/ext/jupyter/static/index.js',
-    ])],
+                'bonobo/ext/jupyter/static/index.js.map'
+            ]
+        )
+    ],
     extras_require={
         'dev': [
-            'coverage >=4,<5', 'pylint >=1,<2', 'pytest >=3,<4',
+            'coverage >=4,<5', 'pylint >=1,<2', 'pytest >=3,<4', 'pytest-cov >=2,<3', 'pytest-timeout >=1,<2', 'sphinx',
-            'pytest-cov >=2,<3', 'pytest-timeout >=1,<2', 'sphinx',
             'sphinx_rtd_theme', 'yapf'
         ],
         'jupyter': ['jupyter >=1.0,<1.1', 'ipywidgets >=6.0.0.beta5']
     },
     entry_points={
         'bonobo.commands': [
-            'init = bonobo.commands.init:register',
+            'init = bonobo.commands.init:register', 'run = bonobo.commands.run:register',
-            'run = bonobo.commands.run:register',
             'version = bonobo.commands.version:register'
         ],
         'console_scripts': ['bonobo = bonobo.commands:entrypoint'],
-        'edgy.project.features':
+        'edgy.project.features': ['bonobo = '
-        ['bonobo = '
+                                  'bonobo.ext.edgy.project.feature:BonoboFeature']
-         'bonobo.ext.edgy.project.feature:BonoboFeature']
     },
     url='https://www.bonobo-project.org/',
-    download_url=
+    download_url='https://github.com/python-bonobo/bonobo/tarball/{version}'.format(version=version),
-    'https://github.com/python-bonobo/bonobo/tarball/{version}'.format(
+)
-        version=version), )

tests/io/test_csv.py

@@ -12,7 +12,7 @@ def test_write_csv_to_file(tmpdir):
     writer = CsvWriter(path=filename)
     context = NodeExecutionContext(writer, services={'fs': fs})
 
-    context.recv(BEGIN, Bag({'foo': 'bar'}), Bag({'foo': 'baz', 'ignore': 'this'}), END)
+    context.write(BEGIN, Bag({'foo': 'bar'}), Bag({'foo': 'baz', 'ignore': 'this'}), END)
 
     context.start()
     context.step()
@@ -34,7 +34,7 @@ def test_read_csv_from_file(tmpdir):
     context = CapturingNodeExecutionContext(reader, services={'fs': fs})
 
     context.start()
-    context.recv(BEGIN, Bag(), END)
+    context.write(BEGIN, Bag(), END)
     context.step()
     context.stop()
 

tests/io/test_file.py

@@ -20,7 +20,7 @@ def test_file_writer_in_context(tmpdir, lines, output):
     context = NodeExecutionContext(writer, services={'fs': fs})
 
     context.start()
-    context.recv(BEGIN, *map(Bag, lines), END)
+    context.write(BEGIN, *map(Bag, lines), END)
     for _ in range(len(lines)):
         context.step()
     context.stop()
@@ -48,7 +48,7 @@ def test_file_reader_in_context(tmpdir):
     context = CapturingNodeExecutionContext(reader, services={'fs': fs})
 
     context.start()
-    context.recv(BEGIN, Bag(), END)
+    context.write(BEGIN, Bag(), END)
     context.step()
     context.stop()
 

tests/io/test_json.py

@@ -13,7 +13,7 @@ def test_write_json_to_file(tmpdir):
     context = NodeExecutionContext(writer, services={'fs': fs})
 
     context.start()
-    context.recv(BEGIN, Bag({'foo': 'bar'}), END)
+    context.write(BEGIN, Bag({'foo': 'bar'}), END)
     context.step()
     context.stop()
 
@@ -34,7 +34,7 @@ def test_read_json_from_file(tmpdir):
     context = CapturingNodeExecutionContext(reader, services={'fs': fs})
 
     context.start()
-    context.recv(BEGIN, Bag(), END)
+    context.write(BEGIN, Bag(), END)
     context.step()
     context.stop()
 

tests/structs/test_bags.py

@@ -1,7 +1,9 @@
+import pickle
 from unittest.mock import Mock
 
 from bonobo import Bag
 from bonobo.constants import INHERIT_INPUT
+from bonobo.structs import Token
 
 args = ('foo', 'bar', )
 kwargs = dict(acme='corp')
@@ -59,6 +61,37 @@ def test_inherit():
     assert bag4.flags is ()
 
 
+def test_pickle():
+    bag1 = Bag('a', a=1)
+    bag2 = Bag.inherit('b', b=2, _parent=bag1)
+    bag3 = bag1.extend('c', c=3)
+    bag4 = Bag('d', d=4)
+
+    # XXX todo this probably won't work with inheriting bags if parent is not there anymore? maybe that's not true
+    # because the parent may be in the serialization output but we need to verify this assertion.
+
+    for bag in bag1, bag2, bag3, bag4:
+        pickled = pickle.dumps(bag)
+        unpickled = pickle.loads(pickled)
+        assert unpickled == bag
+
+
+def test_eq_operator():
+    assert Bag('foo') == Bag('foo')
+    assert Bag('foo') != Bag('bar')
+    assert Bag('foo') is not Bag('foo')
+    assert Bag('foo') != Token('foo')
+    assert Token('foo') != Bag('foo')
+
+
 def test_repr():
     bag = Bag('a', a=1)
     assert repr(bag) == "<Bag ('a', a=1)>"
+
+
+def test_iterator():
+    bag = Bag()
+    assert list(bag.apply([1, 2, 3])) == [1, 2, 3]
+    assert list(bag.apply((1, 2, 3))) == [1, 2, 3]
+    assert list(bag.apply(range(5))) == [0, 1, 2, 3, 4]
+    assert list(bag.apply('azerty')) == ['a', 'z', 'e', 'r', 't', 'y']

tests/structs/test_graphs.py

@@ -1,5 +1,7 @@
 import pytest
 
+from unittest.mock import sentinel
+
 from bonobo.constants import BEGIN
 from bonobo.structs import Graph
 
@@ -41,3 +43,31 @@ def test_graph_add_chain():
     g.add_chain(identity, identity, identity)
     assert len(g.nodes) == 3
     assert len(g.outputs_of(BEGIN)) == 1
+
+
+def test_graph_topological_sort():
+    g = Graph()
+
+    g.add_chain(
+        sentinel.a1,
+        sentinel.a2,
+        sentinel.a3,
+        _input=None,
+        _output=None,
+    )
+
+    assert g.topologically_sorted_indexes == (0, 1, 2)
+    assert g[0] == sentinel.a1
+    assert g[1] == sentinel.a2
+    assert g[2] == sentinel.a3
+
+    g.add_chain(
+        sentinel.b1,
+        sentinel.b2,
+        _output=sentinel.a2,
+    )
+
+    assert g.topologically_sorted_indexes[-2:] == (1, 2)
+    assert g.topologically_sorted_indexes.index(3) < g.topologically_sorted_indexes.index(4)
+    assert g[3] == sentinel.b1
+    assert g[4] == sentinel.b2

tests/structs/test_inputs.py

@@ -19,8 +19,8 @@ from queue import Empty
 import pytest
 
 from bonobo.constants import BEGIN, END
-from bonobo.core.inputs import Input
 from bonobo.errors import InactiveWritableError, InactiveReadableError
+from bonobo.structs.inputs import Input
 
 
 def test_input_runlevels():

tests/test_basics.py

@@ -1,7 +1,8 @@
 from unittest.mock import MagicMock
 
-import bonobo
 import pytest
+
+import bonobo
 from bonobo.config.processors import ContextCurrifier
 from bonobo.constants import NOT_MODIFIED
 
@@ -12,12 +13,9 @@ def test_count():
 
     context = MagicMock()
 
-    currified = ContextCurrifier(bonobo.count)
+    with ContextCurrifier(bonobo.count).as_contextmanager(context) as stack:
-    currified.setup(context)
+        for i in range(42):
-
+            stack()
-    for i in range(42):
-        currified()
-    currified.teardown()
 
     assert len(context.method_calls) == 1
     bag = context.send.call_args[0][0]
@@ -32,18 +30,32 @@ def test_identity():
 
 
 def test_limit():
-    limit = bonobo.Limit(2)
+    context, results = MagicMock(), []
-    results = []
+
-    for i in range(42):
+    with ContextCurrifier(bonobo.Limit(2)).as_contextmanager(context) as stack:
-        results += list(limit())
+        for i in range(42):
+            results += list(stack())
+
     assert results == [NOT_MODIFIED] * 2
 
 
 def test_limit_not_there():
-    limit = bonobo.Limit(42)
+    context, results = MagicMock(), []
-    results = []
+
-    for i in range(10):
+    with ContextCurrifier(bonobo.Limit(42)).as_contextmanager(context) as stack:
-        results += list(limit())
+        for i in range(10):
+            results += list(stack())
+
+    assert results == [NOT_MODIFIED] * 10
+
+
+def test_limit_default():
+    context, results = MagicMock(), []
+
+    with ContextCurrifier(bonobo.Limit()).as_contextmanager(context) as stack:
+        for i in range(20):
+            results += list(stack())
+
     assert results == [NOT_MODIFIED] * 10
 
 

tests/test_config_method.py

@@ -0,0 +1,84 @@
+import pytest
+
+from bonobo.config import Configurable, Method, Option
+from bonobo.errors import ConfigurationError
+
+
+class MethodBasedConfigurable(Configurable):
+    handler = Method()
+    foo = Option(positional=True)
+    bar = Option()
+
+    def call(self, *args, **kwargs):
+        self.handler(*args, **kwargs)
+
+
+def test_one_wrapper_only():
+    with pytest.raises(ConfigurationError):
+
+        class TwoMethods(Configurable):
+            h1 = Method()
+            h2 = Method()
+
+
+def test_define_with_decorator():
+    calls = []
+
+    @MethodBasedConfigurable
+    def Concrete(self, *args, **kwargs):
+        calls.append((args, kwargs, ))
+
+    print('handler', Concrete.handler)
+
+    assert callable(Concrete.handler)
+    t = Concrete('foo', bar='baz')
+
+    assert callable(t.handler)
+    assert len(calls) == 0
+    t()
+    assert len(calls) == 1
+
+
+def test_define_with_argument():
+    calls = []
+
+    def concrete_handler(*args, **kwargs):
+        calls.append((args, kwargs, ))
+
+    t = MethodBasedConfigurable('foo', bar='baz', handler=concrete_handler)
+    assert callable(t.handler)
+    assert len(calls) == 0
+    t()
+    assert len(calls) == 1
+
+
+def test_define_with_inheritance():
+    calls = []
+
+    class Inheriting(MethodBasedConfigurable):
+        def handler(self, *args, **kwargs):
+            calls.append((args, kwargs, ))
+
+    t = Inheriting('foo', bar='baz')
+    assert callable(t.handler)
+    assert len(calls) == 0
+    t()
+    assert len(calls) == 1
+
+
+def test_inheritance_then_decorate():
+    calls = []
+
+    class Inheriting(MethodBasedConfigurable):
+        pass
+
+    @Inheriting
+    def Concrete(self, *args, **kwargs):
+        calls.append((args, kwargs, ))
+
+    assert callable(Concrete.handler)
+    t = Concrete('foo', bar='baz')
+    assert callable(t.handler)
+    assert len(calls) == 0
+    t()
+    assert len(calls) == 1

tests/test_execution.py

@@ -59,11 +59,23 @@ def test_simple_execution_context():
         assert ctx[i].wrapped is node
 
     assert not ctx.alive
+    assert not ctx.started
+    assert not ctx.stopped
 
     ctx.recv(BEGIN, Bag(), END)
 
     assert not ctx.alive
+    assert not ctx.started
+    assert not ctx.stopped
 
     ctx.start()
 
     assert ctx.alive
+    assert ctx.started
+    assert not ctx.stopped
+
+    ctx.stop()
+
+    assert not ctx.alive
+    assert ctx.started
+    assert ctx.stopped

tests/util/requireable/dummy.py

@@ -0,0 +1 @@
+foo = 'bar'

tests/util/test_compat.py

@@ -0,0 +1,23 @@
+import pytest
+
+from bonobo.util.compat import deprecated, deprecated_alias
+
+
+def test_deprecated():
+    @deprecated
+    def foo():
+        pass
+
+    foo = deprecated(foo)
+    with pytest.warns(DeprecationWarning):
+        foo()
+
+
+def test_deprecated_alias():
+    def foo():
+        pass
+
+    foo = deprecated_alias('bar', foo)
+
+    with pytest.warns(DeprecationWarning):
+        foo()

tests/util/test_objects.py

@@ -35,6 +35,7 @@ def test_wrapper_name():
 
 def test_valueholder():
     x = ValueHolder(42)
+
     assert x == 42
     x += 1
     assert x == 43

tests/util/test_python.py

@@ -0,0 +1,6 @@
+from bonobo.util.python import require
+
+
+def test_require():
+    dummy = require('requireable.dummy')
+    assert dummy.foo == 'bar'

tests/util/test_statistics.py

@@ -1,4 +1,4 @@
-from bonobo.core.statistics import WithStatistics
+from bonobo.util.statistics import WithStatistics
 
 
 class MyThingWithStats(WithStatistics):