dry-rb / dry-transformer Goto Github PK
View Code? Open in Web Editor NEWData transformation toolkit
Home Page: https://dry-rb.org/gems/dry-transformer
License: MIT License
Data transformation toolkit
Home Page: https://dry-rb.org/gems/dry-transformer
License: MIT License
Provide an example in the user documentation for short pipe definition + provide helper function to make it possible.
Dry::Transformer
introduced the idea of wrapping transformation into classes, which I really like. The new syntax with nested block of code is much more readable than the original one with function composition .>>
. The problem I see in the new syntax, is the fact that you have to define a new class for each complex transformation. I know the rationale for that, but this seems awkward.
I would suggest a simple helper function in the Pipe
class, that would make the code more rubish.
Let's assume we have the following module and a class:
module Transformations
extend Dry::Transformer::Registry
import Dry::Transformer::HashTransformations
import Dry::Transformer::ArrayTransformations
import Dry::Transformer::Recursion
import Dry::Transformer::Conditional
import Dry::Transformer::ClassTransformations
import Dry::Transformer::ProcTransformations
end
class TPipe < Dry::Transformer::Pipe
import Transformations
end
The module is defined as an entry point for user-defined, global transformations.
The class is defined as a base class for all user-defined pipes. At present defining a new complex transformation requires the following code:
class Service
def fetch(params)
converter.call(make_request(params))
end
private
def converter
Class.new(TPipe) do
define! do
map_array do
rename_keys data: :content
unwrap :metadata, [:id, :similarity]
end
end
end.new
end
end
The anonymous class is used to avoid namespace pollution, but the code seems awkward.
We can make it look better with the following definition of TPipe:
class TPipe < Dry::Transformer::Pipe
import Transformations
def self.make!(&block)
Class.new(TPipe) do
define!(&block)
end.new
end
end
The converter then looks as follows:
class Service
private
def converter
TPipe.make! do
map_array do
rename_keys data: :content
unwrap :metadata, [:id, :similarity]
end
end
end
end
As a result it is easier to define new conversions as methods in the local context.
I suggest make!
was defined in the Dry::Transoformer::Pipe
, so we won't have to define it.
Alternatively current implementation of define!
could be changed to allow the syntax introduced by make!
.
The workflow sync_configs.yml is referencing action actions/checkout using references v1. However this reference is missing the commit a6747255bd19d7a757dbdda8c654a9f84db19839 which may contain fix to the some vulnerability.
The vulnerability fix that is missing by actions version could be related to:
(1) CVE fix
(2) upgrade of vulnerable dependency
(3) fix to secret leak and others.
Please consider to update the reference to the action.
https://dry-rb.org/gems/dry-transformer/0.1/built-in-transformations/ links to builtin transformation docs are not valid
The error reporting when a function is wrongly composed is not useful.
Let's take the example from the documentation
require 'dry/transformer'
class Mapper < Dry::Transformer::Pipe
import Dry::Transformer::ArrayTransformations
import Dry::Transformer::HashTransformations
define! do
map_array do
symbolize_keys
rename_keys :user_name, :name # the error is here!
nest :address, [:city, :street, :zipcode]
end
end
end
mapper = Mapper.new
pp mapper.(
[
{ 'user_name' => 'Jane',
'city' => 'NYC',
'street' => 'Street 1',
'zipcode' => '123'
}
]
)
Running the code gives:
Traceback (most recent call last):
11: from example.rb:19:in `<main>'
10: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/pipe.rb:71:in `call'
9: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/function.rb:50:in `call'
8: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/function.rb:50:in `call'
7: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/array.rb:45:in `map_array'
6: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/array.rb:45:in `map'
5: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/array.rb:45:in `block in map_array'
4: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/composite.rb:33:in `call'
3: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/composite.rb:33:in `call'
2: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/function.rb:50:in `call'
1: from /home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/function.rb:50:in `call'
/home/apohllo/.rvm/gems/ruby-2.7.2/gems/dry-transformer-0.1.1/lib/dry/transformer/hash.rb:170:in `rename_keys': wrong number of arguments (given 3, expected 2) (ArgumentError)
I would like that the stack trace included the line that introduced the error, i.e. the line with the comment. But there is no reference to that line, making debugging of the composed code pretty hard. This stays in contrast with regular ruby code, which would directly indicate the line that has the error.
There's an inconsistency that leads to some unexpected behavior when using nested schemas. The problem is best described by the example below.
FriendSchema = Dry::Schema.Params do
optional(:nickname).filled(:string)
end
class UserSchema < Dry::Validation::Contract
params do
optional(:name)
optional(:close_friends).maybe(:array, FriendSchema)
optional(:friends).maybe do
array(FriendSchema)
end
end
end
UserSchema.new.call({name: "John", friends: []}) # works
UserSchema.new.call({name: "John", close_friends: []}) # expects to work but does not
NoMethodError: undefined method `key?' for []:Array
from /Users/lenart/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/gems/dry-logic-1.1.0/lib/dry/logic/predicates.rb:25:in `key?'
If filled(:string)
is omitted from FriendSchema
the error goes away but in that case, all params get through.
FriendSchema = Dry::Schema.Params do
optional(:nickname)
end
# UserSchema same as in above example
UserSchema.new.call({name: "John", close_friends: [{any: 'value'}]})
# expected {name: "John"}
# actual {name: "John", close_friends: [{any: "value"}]}
UserSchema.new.call({name: "John", friends: [{any: 'value'}]})
# returns as expected {name: "John", friends: [{}]}
I'm not sure that the empty object is what I'd expect in the friends
array.
The same syntax seems to work fine when dealing with hashes (instead of arrays).
FriendSchema = Dry::Schema.Params do
optional(:nickname).filled(:string)
end
class UserSchema < Dry::Validation::Contract
params do
optional(:name)
optional(:close_friends).maybe(:hash, FriendSchema)
optional(:friends).maybe do
hash(FriendSchema)
end
end
end
UserSchema.new.call({name: "John", close_friends: {any: 'value'}})
# returns as expected {name: "John", close_friends: {}}
UserSchema.new.call({name: "John", friends: {any: 'value'}})
# returns as expected {name: "John", friends: {}}
other related gems in Gemfile.lock
dry-configurable (0.12.1)
dry-container (0.7.2)
dry-core (0.5.0)
dry-equalizer (0.3.0)
dry-inflector (0.2.0)
dry-initializer (3.0.4)
dry-logic (1.1.0)
dry-schema (1.6.1)
dry-transformer (0.1.1)
dry-types (1.5.1)
dry-validation (1.6.0)
I cannot import and use it.
osboxes@eduardo-XPS-13-9310:~/w/pricing-update$ cat Gemfile.lock | grep dry
dry-configurable (0.16.1)
dry-core (~> 0.6)
dry-container (0.11.0)
dry-core (0.9.1)
dry-inflector (0.3.0)
dry-initializer (3.1.1)
dry-logic (1.3.0)
dry-core (~> 0.9, >= 0.9)
dry-schema (1.11.3)
dry-configurable (~> 0.16, >= 0.16)
dry-core (~> 0.9, >= 0.9)
dry-initializer (~> 3.0)
dry-logic (~> 1.3)
dry-types (~> 1.6)
dry-transformer (1.0.1)
dry-types (1.6.1)
dry-container (~> 0.3)
dry-core (~> 0.9, >= 0.9)
dry-inflector (~> 0.1, >= 0.1.2)
dry-logic (~> 1.3, >= 1.3)
dry-validation (1.9.0)
dry-container (~> 0.7, >= 0.7.1)
dry-core (~> 0.9, >= 0.9)
dry-initializer (~> 3.0)
dry-schema (~> 1.11, >= 1.11.0)
dry-validation (~> 1.0)
dry-transformer (~> 1.0, >= 1.0.1)
dry-validation (~> 1.8, >= 1.8.1)
osboxes@eduardo-XPS-13-9310:~/w/pricing-update$ rails c
Loading development environment (Rails 7.0.4)
3.2.1 :001 > require 'dry/transformer/all'
/usr/share/rvm/gems/ruby-3.2.1/gems/zeitwerk-2.6.0/lib/zeitwerk/kernel.rb:35:in `require': cannot load such file -- dry/transformer/all (LoadError)
3.2.1 :002 >
And
$ cat Gemfile | grep dry
gem 'dry-validation', '~> 1.8', '>= 1.8.1'
gem 'dry-transformer', '~> 1.0', '>= 1.0.1'
And
$ bundle install | grep trans
Using dry-transformer 1.0.1
It should import and work.
$ ruby --version
ruby 3.2.1 (2023-02-08 revision 31819e82c8) [x86_64-linux]
$ bundle --version
Bundler version 2.3.22
$ rails --version
Rails 7.0.4
Code examples in the "Transformation objects" documentation doesn't work:
class MyMapper < Dry::Transformer[Dry::Transformer::Registry]
define! do
map_array do
symbolize_keys
rename_keys user_name: :name
nest :address, [:city, :street, :zipcode]
end
end
end
mapper = MyMapper.new
Cause:
Traceback (most recent call last):
23: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/bin/irb:23:in `<main>'
22: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/bin/irb:23:in `load'
21: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/irb-1.1.0/exe/irb:11:in `<top (required)>'
20: from (irb):17
19: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/pipe/class_interface.rb:82:in `new'
18: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/pipe/class_interface.rb:82:in `tap'
17: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/pipe/class_interface.rb:83:in `block in new'
16: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/pipe/dsl.rb:35:in `call'
15: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:17:in `call'
14: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:17:in `map'
13: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `visit'
12: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `public_send'
11: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:27:in `visit_fn'
10: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:27:in `map'
9: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:27:in `block in visit_fn'
8: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `visit'
7: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `public_send'
6: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:43:in `visit_t'
5: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:17:in `call'
4: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:17:in `map'
3: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `visit'
2: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:22:in `public_send'
1: from /Users/dzmitry/.rvm/gems/ruby-2.6.3/gems/dry-transformer-0.1.1/lib/dry/transformer/compiler.rb:29:in `visit_fn'
NoMethodError (undefined method `contain?' for Dry::Transformer::Registry:Module)
Did you mean? constants
According to the readme and the gemspec the next release of this gem appears to target Ruby >= 3, however, the next version of ROM, at version 6 will target Ruby >= 2.7, unless that has changed. Was bumping past 2.7 a mistake?
If the next release drops ruby 2.7, will it be a major version bump to 2, following the spirit of SemVer?
Take this example:
# example.rb
require "dry/transformer"
module F
extend Dry::Transformer::Registry
def self.constantly(n)
n
end
def self.square(n)
n ** 2
end
end
def F(*args)
F[*args]
end
f = F(:constantly, 5) >> F(:square)
f.call
❯ ruby example.rb
Traceback (most recent call last):
1: from example.rb:20:in `<main>'
/Users/me/.rbenv/versions/2.7.1/lib/ruby/gems/2.7.0/gems/dry-transformer-0.1.1/lib/dry/transformer/composite.rb:32:in `call': wrong number of arguments (given 0, expected 1) (ArgumentError)
Since all arguments have been applied, f.call
should not require any arguments. However, Composite#call always requires one argument: https://github.com/dry-rb/dry-transformer/blob/master/lib/dry/transformer/composite.rb#L32 A simple fix would just to make Composite#call
take a variable number of arguments, so that the first function in the chain can be called with as many arguments as it needs.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.