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Generally 18% see the US dollar exchanging the 1.29 to 1.32 territory against the Canadian dollar, which envelops the accord conjecture. Completely 21% see the US dollar exchanging over the accord level. Review respondents’ desires for the British pound withdraw fundamentally from the Bloomberg agreement estimate level of 1.3300 toward the finish of June one year from now. Just 6% of respondents expect the British pound will arrive at that, and an aggregate of 48% anticipate that the pound should be at or underneath 1.30 around then. Over Forex Leads half (55%) accept the general forex unpredictability will increment in the following a half year, with generally 28% accepting that general forex instability will stay stable, while just 10% trust it will decrease.The quick progression of high-sway occasions from that point forward proposes that may have changed meanwhile. The world isn’t static. Nor are perspectives on SMEs on outside trade, and Cambridge means to direct a similar study at the finish of this current year to reveal insight into the progressions they experience in the coming months. To investigate the aftereffects of Cambridge’s debut SME outside trade review.

In any case, enormous partnerships will in general have a more prominent. That is halfway an impression of their size, yet it likewise mirrors their more prominent ability to advocate for their perspectives through their interchanges and advertising channels. One zone where the worries and points of view of SMEs go to a great extent unheard is the universe of remote trade. Outside trade markets are flooded with critiques and gauges from worldwide banks and monetary organizations, and the studies created by budgetary news offices and other market watchers focus solely on their perspectives and conjectures while the points of view of SMEs go unheard. In any case, SMEs are as inseparably got up to speed in the worldwide economy as bigger organizations and foundations.

The room for mistakes for this examination was +/ - 4.3%, multiple times out of 20. The consequences of the primary review show their perspectives separate fundamentally from those of enormous money related establishments and other key members outside trade showcase in some huge territories. Overview respondents indicated an astonishing level of positive thinking with respect to the financial viewpoint. While estimation overviews recommended bigger organizations had endured a plunge in certainty because of vulnerabilities about exchange strategies, Cambridge’s study discovered 81% of money related decisionmakers in certain organizations feel positive about the viewpoint throughout the following a half year. About 19% of study respondents anticipate that the US dollar should exchange at or beneath 1.29 against its Canadian partner partially through 2020, underneath the 1.31 agreement estimate arranged by Bloomberg.

SMEs might be improving an estimate than choice markets for this situation, since times of compelled instability as observed as of late in cash markets are typically trailed by sharp increments in unpredictability. Regardless, a huge portion of the SME segment isn’t situated for such an expansion and may not be satisfactorily arranged for an arrival to increasingly unstable conditions. Right around 66% of respondents (61%) in general think the factor that will have the most effect on FX markets is Donald Trump and U.S. political vulnerability, especially budgetary Canadian chiefs (70%) contrasted with those in the U.S. (58%) It’s critical to review, in this specific setting, that the overview was taken in mid-November.

As indicated by Statistics Canada, SMEs represented 97.4% of the in excess of 48,000 Canadian foundations that sent out products in 2017 So obviously, they have a remark about outside trade advertises, the fundamental passage to exchange and the worldwide economy. To discover what SMEs in Canada and the US are thinking about remote trade, Cambridge Global Payments toward the end of last year propelled a first-of-its-sort yearly review of CFOs and other money related decisionmakers at little to-medium undertakings in the US and Canada related to the notable surveying and statistical surveying firm Leger. The online review of 521 senior monetary chiefs who work for North American organizations with a yearly income somewhere in the range of $5M and $250M was finished between November 7 to 21, 2019, utilizing Leger’s online board.

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Generally 18% see the US dollar exchanging the 1.29 to 1.32 territory against the Canadian dollar, which envelops the accord conjecture. Completely 21% see the US dollar exchanging over the accord level. Review respondents’ desires for the British pound withdraw fundamentally from the Bloomberg agreement estimate level of 1.3300 toward the finish of June one year from now. Just 6% of respondents expect the British pound will arrive at that, and an aggregate of 48% anticipate that the pound should be at or underneath 1.30 around then. Over Forex Leads half (55%) accept the general forex unpredictability will increment in the following a half year, with generally 28% accepting that general forex instability will stay stable, while just 10% trust it will decrease.The quick progression of high-sway occasions from that point forward proposes that may have changed meanwhile. The world isn’t static. Nor are perspectives on SMEs on outside trade, and Cambridge means to direct a similar study at the finish of this current year to reveal insight into the progressions they experience in the coming months. To investigate the aftereffects of Cambridge’s debut SME outside trade review.

In any case, enormous partnerships will in general have a more prominent. That is halfway an impression of their size, yet it likewise mirrors their more prominent ability to advocate for their perspectives through their interchanges and advertising channels. One zone where the worries and points of view of SMEs go to a great extent unheard is the universe of remote trade. Outside trade markets are flooded with critiques and gauges from worldwide banks and monetary organizations, and the studies created by budgetary news offices and other market watchers focus solely on their perspectives and conjectures while the points of view of SMEs go unheard. In any case, SMEs are as inseparably got up to speed in the worldwide economy as bigger organizations and foundations.

The room for mistakes for this examination was +/ - 4.3%, multiple times out of 20. The consequences of the primary review show their perspectives separate fundamentally from those of enormous money related establishments and other key members outside trade showcase in some huge territories. Overview respondents indicated an astonishing level of positive thinking with respect to the financial viewpoint. While estimation overviews recommended bigger organizations had endured a plunge in certainty because of vulnerabilities about exchange strategies, Cambridge’s study discovered 81% of money related decisionmakers in certain organizations feel positive about the viewpoint throughout the following a half year. About 19% of study respondents anticipate that the US dollar should exchange at or beneath 1.29 against its Canadian partner partially through 2020, underneath the 1.31 agreement estimate arranged by Bloomberg.

SMEs might be improving an estimate than choice markets for this situation, since times of compelled instability as observed as of late in cash markets are typically trailed by sharp increments in unpredictability. Regardless, a huge portion of the SME segment isn’t situated for such an expansion and may not be satisfactorily arranged for an arrival to increasingly unstable conditions. Right around 66% of respondents (61%) in general think the factor that will have the most effect on FX markets is Donald Trump and U.S. political vulnerability, especially budgetary Canadian chiefs (70%) contrasted with those in the U.S. (58%) It’s critical to review, in this specific setting, that the overview was taken in mid-November.

As indicated by Statistics Canada, SMEs represented 97.4% of the in excess of 48,000 Canadian foundations that sent out products in 2017 So obviously, they have a remark about outside trade advertises, the fundamental passage to exchange and the worldwide economy. To discover what SMEs in Canada and the US are thinking about remote trade, Cambridge Global Payments toward the end of last year propelled a first-of-its-sort yearly review of CFOs and other money related decisionmakers at little to-medium undertakings in the US and Canada related to the notable surveying and statistical surveying firm Leger. The online review of 521 senior monetary chiefs who work for North American organizations with a yearly income somewhere in the range of $5M and $250M was finished between November 7 to 21, 2019, utilizing Leger’s online board.

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Royce  Reinger

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1658977500

A Ruby Library for Generating Text with Recursive Template Grammars

Calyx

Calyx provides a simple API for generating text with declarative recursive grammars.

Install

Command Line

gem install calyx

Gemfile

gem 'calyx'

Examples

The best way to get started quickly is to install the gem and run the examples locally.

Any Gradient

Requires Roda and Rack to be available.

gem install roda

Demonstrates how to use Calyx to construct SVG graphics. Any Gradient generates a rectangle with a linear gradient of random colours.

Run as a web server and preview the output in a browser (http://localhost:9292):

ruby examples/any_gradient.rb

Or generate SVG files via a command line pipe:

ruby examples/any_gradient > gradient1.xml

Tiny Woodland Bot

Requires the Twitter client gem and API access configured for a specific Twitter handle.

gem install twitter

Demonstrates how to use Calyx to make a minimal Twitter bot that periodically posts unique tweets. See @tiny_woodland on Twitter and the writeup here.

TWITTER_CONSUMER_KEY=XXX-XXX
TWITTER_CONSUMER_SECRET=XXX-XXX
TWITTER_ACCESS_TOKEN=XXX-XXX
TWITTER_CONSUMER_SECRET=XXX-XXX
ruby examples/tiny_woodland_bot.rb

Faker

Faker is a popular library for generating fake names and associated sample data like internet addresses, company names and locations.

This example demonstrates how to use Calyx to reproduce the same functionality using custom lists defined in a YAML configuration file.

ruby examples/faker.rb

Usage

Require the library and inherit from Calyx::Grammar to construct a set of rules to generate a text.

require 'calyx'

class HelloWorld < Calyx::Grammar
  start 'Hello world.'
end

To generate the text itself, initialize the object and call the generate method.

hello = HelloWorld.new
hello.generate
# > "Hello world."

Obviously, this hardcoded sentence isn’t very interesting by itself. Possible variations can be added to the text by adding additional rules which provide a named set of text strings. The rule delimiter syntax ({}) can be used to substitute the generated content of other rules.

class HelloWorld < Calyx::Grammar
  start '{greeting} world.'
  greeting 'Hello', 'Hi', 'Hey', 'Yo'
end

Each time #generate runs, it evaluates the tree and randomly selects variations of rules to construct a resulting string.

hello = HelloWorld.new

hello.generate
# > "Hi world."

hello.generate
# > "Hello world."

hello.generate
# > "Yo world."

By convention, the start rule specifies the default starting point for generating the final text. You can start from any other named rule by passing it explicitly to the generate method.

class HelloWorld < Calyx::Grammar
  hello 'Hello world.'
end

hello = HelloWorld.new
hello.generate(:hello)

Block Constructors

As an alternative to subclassing, you can also construct rules unique to an instance by passing a block when initializing the class:

hello = Calyx::Grammar.new do
  start '{greeting} world.'
  greeting 'Hello', 'Hi', 'Hey', 'Yo'
end

hello.generate

Template Expressions

Basic rule substitution uses single curly brackets as delimiters for template expressions:

fruit = Calyx::Grammar.new do
  start '{colour} {fruit}'
  colour 'red', 'green', 'yellow'
  fruit 'apple', 'pear', 'tomato'
end

6.times { fruit.generate }
# => "yellow pear"
# => "red apple"
# => "green tomato"
# => "red pear"
# => "yellow tomato"
# => "green apple"

Nesting and Substitution

Rules are recursive. They can be arbitrarily nested and connected to generate larger and more complex texts.

class HelloWorld < Calyx::Grammar
  start '{greeting} {world_phrase}.'
  greeting 'Hello', 'Hi', 'Hey', 'Yo'
  world_phrase '{happy_adj} world', '{sad_adj} world', 'world'
  happy_adj 'wonderful', 'amazing', 'bright', 'beautiful'
  sad_adj 'cruel', 'miserable'
end

Nesting and hierarchy can be manipulated to balance consistency with novelty. The exact same word atoms can be combined in a variety of ways to produce strikingly different resulting texts.

module HelloWorld
  class Sentiment < Calyx::Grammar
    start '{happy_phrase}', '{sad_phrase}'
    happy_phrase '{happy_greeting} {happy_adj} world.'
    happy_greeting 'Hello', 'Hi', 'Hey', 'Yo'
    happy_adj 'wonderful', 'amazing', 'bright', 'beautiful'
    sad_phrase '{sad_greeting} {sad_adj} world.'
    sad_greeting 'Goodbye', 'So long', 'Farewell'
    sad_adj 'cruel', 'miserable'
  end

  class Mixed < Calyx::Grammar
    start '{greeting} {adj} world.'
    greeting 'Hello', 'Hi', 'Hey', 'Yo', 'Goodbye', 'So long', 'Farewell'
    adj 'wonderful', 'amazing', 'bright', 'beautiful', 'cruel', 'miserable'
  end
end

Random Sampling

By default, the outcomes of generated rules are selected with Ruby’s built-in pseudorandom number generator (as seen in methods like Kernel.rand and Array.sample). To seed the random number generator, pass in an integer seed value as the first argument to the constructor:

grammar = Calyx::Grammar.new(seed: 12345) do
  # rules...
end

Alternatively, you can pass a preconfigured instance of Ruby’s stdlib Random class:

random = Random.new(12345)

grammar = Calyx::Grammar.new(rng: random) do
  # rules...
end

When a random seed isn’t supplied, Time.new.to_i is used as the default seed, which makes each run of the generator relatively unique.

Weighted Choices

Choices can be weighted so that some rules have a greater probability of expanding than others.

Weights are defined by passing a hash instead of a list of rules where the keys are strings or symbols representing the grammar rules and the values are weights.

Weights can be represented as floats, integers or ranges.

  • Floats must be in the interval 0..1 and the given weights for a production must sum to 1.
  • Ranges must be contiguous and cover the entire interval from 1 to the maximum value of the largest range.
  • Integers (Fixnums) will produce a distribution based on the sum of all given numbers, with each number being a fraction of that sum.

The following definitions produce an equivalent weighting of choices:

Calyx::Grammar.new do
  start 'heads' => 1, 'tails' => 1
end

Calyx::Grammar.new do
  start 'heads' => 0.5, 'tails' => 0.5
end

Calyx::Grammar.new do
  start 'heads' => 1..5, 'tails' => 6..10
end

Calyx::Grammar.new do
  start 'heads' => 50, 'tails' => 50
end

There’s a lot of interesting things you can do with this. For example, you can model the triangular distribution produced by rolling 2d6:

Calyx::Grammar.new do
  start(
    '2' => 1,
    '3' => 2,
    '4' => 3,
    '5' => 4,
    '6' => 5,
    '7' => 6,
    '8' => 5,
    '9' => 4,
    '10' => 3,
    '11' => 2,
    '12' => 1
  )
end

Or reproduce Gary Gygax’s famous generation table from the original Dungeon Master’s Guide (page 171):

Calyx::Grammar.new do
  start(
    :empty => 0.6,
    :monster => 0.1,
    :monster_treasure => 0.15,
    :special => 0.05,
    :trick_trap => 0.05,
    :treasure => 0.05
  )
  empty 'Empty'
  monster 'Monster Only'
  monster_treasure 'Monster and Treasure'
  special 'Special'
  trick_trap 'Trick/Trap.'
  treasure 'Treasure'
end

String Modifiers

Dot-notation is supported in template expressions, allowing you to call any available method on the String object returned from a rule. Formatting methods can be chained arbitrarily and will execute in the same way as they would in native Ruby code.

greeting = Calyx::Grammar.new do
  start '{hello.capitalize} there.', 'Why, {hello} there.'
  hello 'hello', 'hi'
end

4.times { greeting.generate }
# => "Hello there."
# => "Hi there."
# => "Why, hello there."
# => "Why, hi there."

You can also extend the grammar with custom modifiers that provide useful formatting functions.

Filters

Filters accept an input string and return the transformed output:

greeting = Calyx::Grammar.new do
  filter :shoutycaps do |input|
    input.upcase
  end

  start '{hello.shoutycaps} there.', 'Why, {hello.shoutycaps} there.'
  hello 'hello', 'hi'
end

4.times { greeting.generate }
# => "HELLO there."
# => "HI there."
# => "Why, HELLO there."
# => "Why, HI there."

Mappings

The mapping shortcut allows you to specify a map of regex patterns pointing to their resulting substitution strings:

green_bottle = Calyx::Grammar.new do
  mapping :pluralize, /(.+)/ => '\\1s'
  start 'One green {bottle}.', 'Two green {bottle.pluralize}.'
  bottle 'bottle'
end

2.times { green_bottle.generate }
# => "One green bottle."
# => "Two green bottles."

Modifier Mixins

In order to use more intricate rewriting and formatting methods in a modifier chain, you can add methods to a module and embed it in a grammar using the modifier classmethod.

Modifier methods accept a single argument representing the input string from the previous step in the expression chain and must return a string, representing the modified output.

module FullStop
  def full_stop(input)
    input << '.'
  end
end

hello = Calyx::Grammar.new do
  modifier FullStop
  start '{hello.capitalize.full_stop}'
  hello 'hello'
end

hello.generate
# => "Hello."

To share custom modifiers across multiple grammars, you can include the module in Calyx::Modifiers. This will make the methods available to all subsequent instances:

module FullStop
  def full_stop(input)
    input << '.'
  end
end

class Calyx::Modifiers
  include FullStop
end

Monkeypatching String

Alternatively, you can combine methods from existing Gems that monkeypatch String:

require 'indefinite_article'

module FullStop
  def full_stop
    self << '.'
  end
end

class String
  include FullStop
end

noun_articles = Calyx::Grammar.new do
  start '{fruit.with_indefinite_article.capitalize.full_stop}'
  fruit 'apple', 'orange', 'banana', 'pear'
end

4.times { noun_articles.generate }
# => "An apple."
# => "An orange."
# => "A banana."
# => "A pear."

Memoized Rules

Rule expansions can be ‘memoized’ so that multiple references to the same rule return the same value. This is useful for picking a noun from a list and reusing it in multiple places within a text.

The @ sigil is used to mark memoized rules. This evaluates the rule and stores it in memory the first time it’s referenced. All subsequent references to the memoized rule use the same stored value.

# Without memoization
grammar = Calyx::Grammar.new do
  start '{name} <{name.downcase}>'
  name 'Daenerys', 'Tyrion', 'Jon'
end

3.times { grammar.generate }
# => Daenerys <jon>
# => Tyrion <daenerys>
# => Jon <tyrion>

# With memoization
grammar = Calyx::Grammar.new do
  start '{@name} <{@name.downcase}>'
  name 'Daenerys', 'Tyrion', 'Jon'
end

3.times { grammar.generate }
# => Tyrion <tyrion>
# => Daenerys <daenerys>
# => Jon <jon>

Note that the memoization symbol can only be used on the right hand side of a production rule.

Unique Rules

Rule expansions can be marked as ‘unique’, meaning that multiple references to the same rule always return a different value. This is useful for situations where the same result appearing twice would appear awkward and messy.

Unique rules are marked by the $ sigil.

grammar = Calyx::Grammar.new do
  start "{$medal}, {$medal}, {$medal}"
  medal 'Gold', 'Silver', 'Bronze'
end

grammar.generate
# => Silver, Bronze, Gold

Dynamically Constructing Rules

Template expansions can be dynamically constructed at runtime by passing a context map of rules to the #generate method:

class AppGreeting < Calyx::Grammar
  start 'Hi {username}!', 'Welcome back {username}...', 'Hola {username}'
end

context = {
  username: UserModel.username
}

greeting = AppGreeting.new
greeting.generate(context)

External File Formats

In addition to defining grammars in pure Ruby, you can load them from external JSON and YAML files:

hello = Calyx::Grammar.load('hello.yml')
hello.generate

The format requires a flat map with keys representing the left-hand side named symbols and the values representing the right hand side substitution rules.

In JSON:

{
  "start": "{greeting} world.",
  "greeting": ["Hello", "Hi", "Hey", "Yo"]
}

In YAML:

---
start: "{greeting} world."
greeting:
  - Hello
  - Hi
  - Hey
  - Yo

Accessing the Raw Generated Tree

Calling #evaluate on the grammar instance will give you access to the raw generated tree structure before it gets flattened into a string.

The tree is encoded as an array of nested arrays, with the leading symbols labeling the choices and rules selected, and the trailing terminal leaves encoding string values.

This may not make a lot of sense unless you’re familiar with the concept of s-expressions. It’s a fairly speculative feature at this stage, but it leads to some interesting possibilities.

grammar = Calyx::Grammar.new do
  start 'Riddle me ree.'
end

grammar.evaluate
# => [:start, [:choice, [:concat, [[:atom, "Riddle me ree."]]]]]

Roadmap

Rough plan for stabilising the API and features for a 1.0 release.

VersionFeatures planned
0.6block constructor
0.7support for template context map passed to generate
0.8method missing metaclass API
0.9return grammar tree from #evaluate, with flattened string from #generate being separate
0.10inject custom string functions for parameterised rules, transforms and mappings
0.11support YAML format (and JSON?)
0.12API documentation
0.13Support for unique rules
0.14Support for Ruby 2.4
0.15Options config and ‘strict mode’ error handling
0.16Improve representation of weighted probability selection
0.17Return result object from #generate calls

Credits

Author & Maintainer

Contributors

Author: Maetl
Source Code: https://github.com/maetl/calyx 
License: MIT license

#ruby #text