disqus/ gutter

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Description

Fully featured Python feature switch toolkit

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Readme

.. image:: https://api.travis-ci.org/disqus/gutter.png?branch=master :target: http://travis-ci.org/disqus/gutter

Gutter

NOTE: This repo is the client for Gargoyle 2, known as "Gutter". It does not work with the existing

Gargoyle 1 codebase

Gutter is feature switch management library. It allows users to create feature switches and setup conditions those switches will be enabled for. Once configured, switches can then be checked against inputs (requests, user objects, etc) to see if the switches are active.

For a UI to configure Gutter with see the

gutter-django project

Configuration_
Setup_
Arguments_
```
Switches
```
_
```
Conditions
```
_
```
Checking Switches as Active
```
_
Signals_
Namespaces_
Decorators_
```
Testing Utilities
```
_

Configuration

Name: gutter
Brand: gutter
SKU: //disqus/gutter
Rating: 2.2925 (217 reviews)

Gutter requires a small bit of configuration before usage.

Choosing Storage ~~~~~~~~~~~~~~~~

Switches are persisted in a

storage

object, which is a

dict

or any object which provides the

types.MappingType

interface (

__setitem__

and

__getitem__

methods). By default,

gutter

uses an instance of

MemoryDict

from the

durabledict library

_. This engine does not persist data once the process ends so a more persistent data store should be used.

Autocreate ~~~~~~~~~~

gutter

can also "autocreate" switches. If

autocreate

is enabled, and

gutter

is asked if the switch is active but the switch has not been created yet,

gutter

will create the switch automatically. When autocreated, a switch's state is set to "disabled."

This behavior is off by default, but can be enabled through a setting. More on "settings" below.

Configuring Settings ~~~~~~~~~~~~~~~~~~~~

To change the

storage

and/or

autocreate

settings, simply import the settings module and set the appropriate variables:

.. code:: python

from gutter.client.settings import manager as manager_settings
from durabledict.dict import RedisDict
from redis import RedisClient

manager_settings.storage_engine = RedisDict('gutter', RedisClient()))
manager_settings.autocreate = True

In this case, we are changing the engine to durabledict's

RedisDict

and turning on

autocreate

. These settings will then apply to all newly constructed

Manager

instances. More on what a

Manager

is and how you use it later in this document.

Setup

Once the

Manager

's storage engine has been configured, you can import gutter's default

Manager

object, which is your main interface with

gutter

.. code:: python

from gutter.client.default import gutter

At this point the

gutter

object is an instance of the

Manager

class, which holds all methods to register switches and check if they are active. In most installations and usage scenarios, the

gutter.client.gutter

manager will be your main interface.

Using a different default Manager ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

If you would like to construct and use a different default manager, but still have it accessible via

gutter.client.gutter

, you can construct and then assign a

Manager

instance to

settings.manager.default

value:

.. code:: python

from gutter.client.settings import manager as manager_settings
from gutter.client.models import Manager

manager_settings.default = Manager({})   # Must be done before importing the default manager
from gutter.client.default import gutter
assert manager_settings.default is gutter

.. WARNING::

:warning::warning: Note that the

settings.manager.default

value must be set before importing the default

gutter

instance. :warning::warning:

Arguments

The first step in your usage of

gutter

should be to define your arguments that you will be checking switches against. An "argument" is an object which understands the business logic and object in your system (users, requests, etc) and knows how to validate, transform and extract variables from those business objects for

Switch

conditions. For instance, your system may have a

User

object that has properties like

is_admin

date_joined

, etc. To switch against it, you would then create arguments for each of those values.

To do that, you construct a class which inherits from

gutter.client.arguments.Container

. Inside the body of the class, you create as many class variable "arguments" that you need by using the

gutter.client.arguments

function.

.. code:: python

from gutter.client import arguments

from myapp import User
class UserArguments(arguments.Container):
COMPATIBLE_TYPE = User

name = arguments.String(lambda self: self.input.name)
is_admin = arguments.Boolean(lambda self: self.input.is_admin)
age = arguments.Value(lambda self: self.input.age)

There are a few things going on here, so let's break down what they all mean.

The
```
UserArgument
```
class is subclassed from
```
Container
```
. The subclassing is required since
```
Container
```
implements some of the required API.
The class has a bunch of class variables that are calls to
```
arguments.TYPE
```
, where
```
TYPE
```
is the type of variable this argument is. At present there are 3 types:
```
Value
```
for general values,
```
Boolean
```
for boolean values and
```
String
```
for string values.
```
arguments.TYPE()
```
is called with a callable that returns the value. In the above example, we'll want to make some switches active based on a user's
```
name
```
,
```
is_admin
```
status and
```
age
```
.
Those callables return the actual value, which is derefenced from
```
self.input
```
, which is the input object (in this case a
```
User
```
instance).
```
Variable
```
objects understand
```
Switch
```
conditions and operators, and implement the correct API to allow themselves to be appropriately compared.
```
COMPATIBLE_TYPE
```
declares that this argument only works with
```
User
```
instances. This works with the default implementation of
```
applies
```
in the base argument that checks if the
```
type
```
of the input is the same as
```
COMPATIBLE_TYPE
```
.

Since constructing arguments that simply reference an attribute on

self.input

is so common, if you pass a string as the first argument of

argument()

, when the argument is accessed, it will simply return that property from

self.input

. You must also pass a

Variable

to the

variable=

kwarg so gutter know what Variable to wrap your value in.

.. code:: python

from gutter.client import arguments

from myapp import User
class UserArguments(Container):
COMPATIBLE_TYPE = User

name = arguments.String('name')
is_admin = arguments.Boolean('is_admin')
age = arguments.Value('age')

Rationale for Arguments ~~~~~~~~~~~~~~~~~~~~~~~

You might be asking, why have these

Argument

objects at all? They seem to just wrap an object in my system and provide the same API. Why can't I just use my business object itself and compare it against my switch conditions?

The short answer is that

Argument

objects provide a translation layer to translate your business objects into objects that

gutter

understands. This is important for a couple reasons.

First, it means you don't clutter your business logic/objects with code to support

gutter

. You declare all the arguments you wish to provide to switches in one location (an Argument) whose single responsibility it to interface with

gutter

. You can also construct more savvy Argument objects that may be the combination of multiple business objects, consult 3rd party services, etc. All still not cluttering your main application code or business objects.

Secondly, and most importantly, Arguments return

Variable

objects, which ensure

gutter

conditions work correctly. This is mostly relevant to the percentage-based operators, and is best illustrated with an example.

Imagine you have a

User

class with an

is_vip

boolean field. Let's say you wanted to turn on a feature for only 10% of your VIP customers. To do that, you would write a condition that says, "10% of the time when I'm called with the variable, I should be true." That line of code would probably do something like this:

.. code:: python

return 0 <= (hash(variable) % 100) < 10

The issue is that if

variable = True

, then

hash(variable) % 100

will always be the same value for every

User

with

is_vip

True

.. code:: python

>>> hash(True)
1
>>> hash(True) % 100
1

This is because in Python

True

objects always have the same hash value, and thus the percentage check doesn't work. This is not the behavior you want.

For the 10% percentage range, you want it to be active for 10% of the inputs. Therefore, each input must have a unique hash value, exactly the feature the

Boolean

variable provides. Every

Variable

has known characteristics against conditions, while your objects may not.

That said, you don't absolutely have to use

Variable

objects. For obvious cases, like

use.age > some_value

your

User

instance will work just fine, but to play it safe you should use

Variable

objects. Using

Variable

objects also ensure that if you update

gutter

any new

Operator

types that are added will work correctly with your

Variable

Switches

Switches encapsulate the concept of an item that is either 'on' or 'off' depending on the input. The swich determines its on/off status by checking each of its

conditions

and seeing if it applies to a certain input.

Switches are constructed with only one required argument, a

name

.. code:: python

from gutter.client.models import Switch

switch = Switch('my cool feature')

Switches can be in 3 core states:

GLOBAL

DISABLED

and

SELECTIVE

. In the

GLOBAL

state, the Switch is enabled for every input no matter what.

DISABLED

Switches are not disabled for any input, no matter what.

SELECTIVE

Switches enabled based on their conditions.

Switches can be constructed in a certain state or the property can be changed later:

.. code:: python

switch = Switch('new feature', state=Switch.states.DISABLED)
another_switch = Switch('new feature')
another_switch.state = Switch.states.DISABLED

Compounded ~~~~~~~~~~

When in the

SELECTIVE

state, normally only one condition needs be true for the Switch to be enabled for a particular input. If

switch.compounded

is set to

True

, then all of the switches conditions need to be true in order to be enabled::

switch = Switch('require alll conditions', compounded=True)

Heriarchical Switches ~~~~~~~~~~~~~~~~~~~~~

You can create switches using a specific hierarchical naming scheme. Switch namespaces are divided by the colon character (":"), and hierarchies of switches can be constructed in this fashion:

.. code:: python

parent = Switch('movies')
child1 = Switch('movies:star_wars')
child2 = Switch('movies:die_hard')
grandchild = Switch('movies:star_wars:a_new_hope')

In the above example, the

child1

switch is a child of the

"movies"

switch because it has

movies:

as a prefix to the switch name. Both

child1

and

child2

are "children of the parent

parent

switch. And

grandchild

is a child of the

child1

switch, but not the

child2

switch.

Concent ~~~~~~~

By default, each switch makes its "am I active?" decision independent of other switches in the Manager (including its parent), and only consults its own conditions to check if it is enabled for the input. However, this is not always the case. Perhaps you have a cool new feature that is only available to a certain class of user. And of those users, you want 10% to be be exposed to a different user interface to see how they behave vs the other 90%.

gutter

allows you to set a

concent

flag on a switch that instructs it to check its parental switch first, before checking itself. If it checks its parent and it is not enabled for the same input, the switch immediately returns

False

. If its parent is enabled for the input, then the switch will continue and check its own conditions, returning as it would normally.

For example:

.. code:: python

parent = Switch('cool_new_feature')
child = Switch('cool_new_feature:new_ui', concent=True)

For example, because

child

was constructed with

concent=True

, even if

child

is enabled for an input, it will only return

True

parent

is also enabled for that same input.

Note: Even switches in a

GLOBAL

DISABLED

state (see "Switch" section above) still consent their parent before checking themselves. That means that even if a particular switch is

GLOBAL

, if it has

concent

set to

True

and its parent is not enabled for the input, the switch itself will return

False

Registering a Switch ~~~~~~~~~~~~~~~~~~~~

Once your

Switch

is constructed with the right conditions, you need to register it with a

Manager

instance to preserve it for future use. Otherwise it will only exist in memory for the current process. Register a switch via the

register

method on a

Manager

instance:

.. code:: python

gutter.register(switch)

The Switch is now stored in the Manager's storage and can be checked if active through

gutter.active(switch)

Updating a Switch ~~~~~~~~~~~~~~~~~

If you need to update your Switch, simply make the changes to the

Switch

object, then call the

Manager

update()

method with the switch to tell it to update the switch with the new object:

.. code:: python

switch = Switch('cool switch')
manager.register(switch)

switch.name = 'even cooler switch'  # Switch has not been updated in manager yet
manager.update(switch)  # Switch is now updated in the manager

Since this is a common pattern (retrieve switch from the manager, then update it), gutter provides a shorthand API in which you ask the manager for a switch by name, and then call

save()

on the switch to update it in the

Manager

it was retreived from:

.. code:: python

switch = manager.switch('existing switch')
switch.name = 'a new name'  # Switch is not updated in manager yet
switch.save()  # Same as calling manager.update(switch)

Unregistering a Switch ~~~~~~~~~~~~~~~~~~~~~~

Existing switches may be removed from the Manager by calling

unregister()

with the switch name or switch instance:

.. code:: python

gutter.unregister('deprecated switch')
gutter.unregister(a_switch_instance)

Note: If the switch is part of a hierarchy and has children switches (see the "Hierarchical Switches" section above), all descendent switches (children, grandchildren, etc) will also be unregistered and deleted.

Conditions

Each Switch can have 0+ conditions, which describe the conditions under which that switch is active.

Condition

objects are constructed with three values: a

argument

attribute

and

operator

argument

is any

Argument

class, like the one you defined earlier. From the previous example,

UserArgument

is an argument object.

attribute

is the attribute on a argument instance that you want this condition to check.

operator

is some sort of check applied against that attribute. For instance, is the

UserArgument.age

greater than some value? Equal to some value? Within a range of values? Etc.

Let's say you wanted a

Condition

that checks if the user's age is > 65 years old? You would construct a Condition that way:

.. code:: python

from gutter.client.operators.comparable import MoreThan

condition = Condition(argument=UserArgument, attribute='age', operator=MoreThan(65))

This Condition will be true if any input instance has an

age

that is more than

Please see the

gutter.operators

for a list of available operators.

Conditions can also be constructed with a

negative

argument, which negates the condition. For example:

.. code:: python

from gutter.client.operators.comparable import MoreThan

condition = Condition(argument=UserArgument, attribute='age', operator=MoreThan(65), negative=True)

This Condition is now

True

if the condition evaluates to

False

. In this case if the user's

age

is not more than

Conditions then need to be appended to a switch instance like so:

.. code:: python

switch.conditions.append(condition)

You can append as many conditions as you would like to a switch, there is no limit.

Checking Switches as Active

As stated before, switches are checked against input objects. To do this, you would call the switch's

enabled_for()

method with a

User

instance, for instance. You may call

enabled_for()

with any input object, it will ignore inputs for which it knows nothing about. If the

Switch

is active for your input,

enabled_for

will return

True

. Otherwise, it will return

False

gutter.active()

API ~~~~~~~~~~~~~~~~~~~~~~~~~

A common use case of gutter is to use it during the processing of a web request. During execution of code, different code paths are taken depending on if certain switches are active or not. Often times there are multiple switches in existence at any one time and they all need to be checked against multiple arguments. To handle this use case, Gutter provides a higher-level API.

To check if a

Switch

is active, simply call

gutter.active()

with the Switch name:

.. code:: python

gutter.active('my cool feature')
>>> True

The switch is checked against some number of input objects. Inputs can be added to the

active()

check one of two ways: locally, passed in to the

active()

call or globally, configured ahead of time.

To check against local inputs,

active()

takes any number of input objects after the switch name to check the switch against. In this example, the switch named

'my cool feature'

is checked against input objects

input1

and

input2

.. code:: python

gutter.active('my cool feature', input1, input2)
>>> True

If you have global input objects you would like to use for every check, you can set them up by calling the Manager's

input()

method:

.. code:: python

gutter.input(input1, input2)

Now,

input1

and

input2

are checked against for every

active

call. For example, assuming

input1

and

input2

are configured as above, this

active()

call would check if the Switch was enabled for inputs

input1

input2

and

input3

in that order::

gutter.active('my cool feature', input3)

Once you're doing using global inputs, perhaps at the end of a request, you should call the Manager's

flush()

method to remove all the inputs:

.. code:: python

gutter.flush()

The Manager is now setup and ready for its next set of inputs.

When calling

active()

with a local inputs, you can skip checking the

Switch

against the global inputs and only check against your locally passed in inputs by passing

exclusive=True

as a keyword argument to

active()

.. code:: python

gutter.input(input1, input2)
gutter.active('my cool feature', input3, exclusive=True)

In the above example, since

exclusive=True

is passed, the switch named

'my cool feature'

is only checked against

input3

, and not

input1

input2

. The

exclusive=True

argument is not persistent, so the next call to

active()

without

exclusive=True

will again use the globally defined inputs.

Signals

Gutter provides 4 total signals to connect to: 3 about changes to Switches, and 1 about errors applying Conditions. They are all available from the

gutter.signals

module

Switch Signals ~~~~~~~~~~~~~~ There are 3 signals related to Switch changes:

```
switch_registered
```
- Called when a new switch is registered with the Manager.
```
switch_unregistered
```
- Called when a switch is unregistered with the Manager.
```
switch_updated
```
- Called with a switch was updated.

To use a signal, simply call the signal's

connect()

method and pass in a callable object. When the signal is fired, it will call your callable with the switch that is being register/unregistered/updated. I.e.:

.. code:: python

from gutter.client.signals import switch_updated

def log_switch_update(switch):
    Syslog.log("Switch %s updated" % switch.name)
switch_updated.connect(log_switch_updated)

Understanding Switch Changes ~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The

switch_updated

signal can be connected to in order to be notified when a switch has been changed. To know what changed in the switch, you can consult its

changes

property:

.. code:: python

>>> from gutter.client.models import Switch
>>> switch = Switch('test')
>>> switch.concent
True
>>> switch.concent = False
>>> switch.name = 'new name'
>>> switch.changes
{'concent': {'current': False, 'previous': True}, 'name': {'current': 'new name', 'previous': 'test'}}

As you can see, when we changed the Switch's

concent

setting and

name

switch.changes

reflects that in a dictionary of changed properties. You can also simply ask the switch if anything has changed with the

changed

property. It returns

True

False

if the switch has any changes as all.

You can use these values inside your signal callback to make decisions based on what changed. I.e., email out a diff only if the changes include changed conditions.

Condition Application Error Signal ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

When a

Switch

checks an input object against its conditions, there is a good possibility that the

Argument

value may be some sort of unexpected value, and can cause an exception. Whenever there is an exception raised during

Condition

checking itself against an input, the

Condition

will catch that exception and return

False

While catching all exceptions is generally bad form and hides error, most of the time you do not want to fail an application request just because there was an error checking a switch condition, especially if there was an error during checking a

Condition

for which a user would not have applied in the first place.

That said, you would still probably want to know if there was an error checking a Condition. To accomplish this,

gutter

-client provides a

condition_apply_error

signal which is called when there was an error checking a

Condition

. The signal is called with an instance of the condition, the input which caused the error and the instance of the Exception class itself:

.. code:: python

signals.condition_apply_error.call(condition, inpt, error)

In your connected callback, you can do whatever you would like: log the error, report the exception, etc.

Namespaces

gutter

allows the use of "namespaces" to group switches under a single umbrella, while both not letting one namespace see the switches of another namespace, but allowing them to share the same storage instance, operators and other configuration.

Given an existing vanilla

Manager

instance, you can create a namespaced manager by calling the

namespaced()

method:

.. code:: python

notifications = gutter.namespaced('notifications')

At this point,

notifications

is a copy of

gutter

, inheriting all of its:

storage
```
autocreate
```
setting
Global inputs
Operators

It does not, however, share the same switches. Newly constructed

Manager

instances are in the

default

namespace. When

namespaced()

is called,

gutter

changes the manager's namespace to

notifications

. Any switches in the previous

default

namespace are not visible in the

notifications

namespace, and vice versa.

This allows you to have separate namespaced "views" of switches, possibly named the exact same name, and not have them conflict with each other.

Decorators

Gutter features a

@switch_active

decorator you can use to decorate your Django views. When decorated, if the switch named as the first argument of the

@switch_decorated

decorator is False, a

Http404

exception is raised. However, if you also pass a

redirect_to=

kwarg, the decorator will return a

HttpResponseRedirect

instance, redirecting to that location. If the switch is active, then the view runs as normal.

For example, here is a view decorated with

@switch_active

.. code:: python

from gutter.client.decorators import switch_active

@switch_active('cool_feature')
def my_view(request):
    return 'foo'

As stated above, if the

cool_feature

switch is inactive, this view will raise a

Http404

exception.

If, however, the decorator was constructed with a

redirect_to=

kwarg:

.. code:: python

@switch_active('cool_feature', redirect_to=reverse('upsell-page'))

Then a

HttpResponseRedirect

instance will be returned, redirecting to

reverse('upsell-page')

Testing Utilities

If you would like to test code that uses

gutter

and have the

gutter

manager return predictable results, you can use the

switches

object from the

testutils

module.

The

swtiches

object can be used as both a context manager and a decorator. It is passed

kwargs

of switch names and their

active

return values.

For instance, with this code here, by passing

cool_feature=True

to the

switches

object as a context manager, any call to

gutter.active('cool_feature')

will return

True

. Calls to

active()

with other switch names will return their actual live switch status:

.. code:: python

from gutter.client.testutils import switches
from gutter.client.default import gutter

with switches(cool_feature=True):
    gutter.active('cool_feature')  # True

And when using

switches

as a decorator:

.. code:: python

from gutter.client.testutils import switches
from gutter.client.default import gutter

@switches(cool_feature=True)
def run(self):
    gutter.active('cool_feature')  # True

Additionally, you may pass an alternate

Manager

instance to

switches

to use that manager instead of the default one:

.. code:: python

from gutter.client.testutils import switches
from gutter.client.models import Manager

my_manager = Manager({})
@switches(my_manager, cool_feature=True)
def run(self):
    gutter.active('cool_feature')  # True

About the developer

Description

Services available

Need anything else?

Contributors list

Gutter

Table of Contents

Configuration

Setup

Arguments

Switches

Conditions

Checking Switches as Active

Signals

Namespaces

Decorators

Testing Utilities