# Dynamoid Advanced Where (DAW) Dynamoid Advanced where provides a more advanced query structure for selecting, and updating records. This is very much a work in progress and functionality is being added as it is needed. This gem is tested against: * MRI 2.5, 2.6, 2.7, and 3.0-RC * Dynamoid 3.4, 3.5, 3.6, and git master ## Installation Add this line to your application's Gemfile: ```ruby gem 'dynamoid_advanced_where' ``` And then execute: $ bundle ## Upgrading From pre 1.0 New where block format: ``` # Previously you had to do this to get access to certain scoped variables local = getValue(123) Model.where do field == local end # This is annoying, the new search block has deprecated the argument-less block, and now should be called # with a single argument Model.where do |r| r.field == getValue(123) end ``` Existence checks have been changed: ```ruby # Old Model.where{|r| r.field } # New Model.where{|r| r.field.exists? } ``` ## Usage The HellowWorld usage for this app is basic search and retrieval. You can invoke DAW by calling `where` on a Dynamoid::Document (No relations yet) using a new block form. ```ruby class Foo include Dynamoid::Document field :bar field :baz end # Returns all records with `bar` equal to 'hello' Foo.where{|r| r.bar == 'hello' }.all # Advanced boolean logic is also supported # Returns all records with `bar` equal to 'hello' and `baz` equal to 'dude' x = Foo.where{|r| (r.baz == 'dude') & (r.bar == 'hello') }.all ``` **Note:** Those `()` are required, you do remember your [operator precedence](https://ruby-doc.org/core-2.2.0/doc/syntax/precedence_rdoc.html) right? ## Filtering Filter can be applied to Queries (Searches by hash key), Scans, and update actions provided by this gem. Not all persistence actions make sense at the end of a filtering query, such as `create`. ### Field Existence Checks to see if a field is defined. See [attribute_exists](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Expressions.OperatorsAndFunctions.html) Valid on field types: `any` #### Example `where{|r| r.foo }` or `where{|r| r.foo.exists! }` ### Value Equality The equality of a field can be tested using `==` and not equals tested using `!=` Valid on field types: `string` #### Example `where{|r| r.foo == 'bar' }` and `where{|r| r.foo != 'bar' }` ### Less than The less than for a field can be tested using `<` Valid on field types: `numeric`, and `datetime` (only when stored as a number) #### Example `where{|r| r.foo < 123 }` and `where{|r| r.foo < Date.today }` ### Includes This operator may be used to check if: * A string contains another substring * A set of String or Integers contain a given value Valid on field types: `string`, or `set/array` of `String` / `Integer` #### Example `where{|r| r.foo.includes?(123) }` and `where{|r| r.foo.includes?('foo') }` ### Working with Map and Raw types When it comes to map and raw attribute types, DAW takes the approach of trusting you, since the exact format is not explicitly defined or enforced. You may specify the path to the value, as well as the value type and it will behave like any other top level attribute. ``` where do |r| (r.ratings.dig(:verified_reviews, :review_count, type: :number) > 100) & (r.ratings.dig(:verified_reviews, :average_review, type: :number) > 4) & (r.metadata.dig(:keywords, type: :set, of: :string).includes?('foo')) end ``` If you have a nested array, you may access the elements by index by passing an integer into the `dig` command. #### Custom Classes The subfield dig works with CustomClasses if the classes store their data as a hash. **Example** ```ruby CustomAttribute = Struct.new(:sub_field_a) do def self.dynamoid_dump(item) item.to_h end def self.dynamoid_load(data) new(**data.transform_keys(&:to_sym)) end end class Foo include Dynamoid::Document field :bar, CustomAttribute end x = Foo.create(bar: CustomAttribute.new('b')) Foo.where{|r| r.bar.dig(:sub_field_a, type: string).inclues?('b') }.all # => [x] ``` ### Boolean Operators | Logical Operator | Behavior | Example | ------------- | ------------- | -------- | `&` | and | where{|r| (r.foo == 'bar') & (r.baz == 'nitch') } | | | or | where{|r| (r.foo == 'bar') | (r.baz == 'nitch') } | `!` | negation | where{|r| !( (r.foo == 'bar') & (r.baz == 'nitch')) } ## Retrieving Records Retrieving a pre-filtered set of records is a fairly obvious use case for the filtering abilities provided by DAW. Only a subset of what you may expect is provided, but enumerable is mixed in, and each provides an Enumerator. Provided methods * `all` * `first` * `each` (and related enumerable methods) ### Start `.start({ some_hash_key: some_value })` takes a hash argument that must match the key structure of the table (range key must be specified where valid). If passed an empty hash, results will start from the beginning of the table. Records before the specified start key will not be scanned or returned. This is useful when doing manual pagination. ### Scan vs Query DAW will automatically preform a query when it determines it is possible, however if a query is determined to not be appropriate, a scan will be conduced instead. When ever possible, query do not scan. See the DynamoDB docs for why. DAW will also extract filters on the range key whenever possible. In order to filter on a range key to be used for a query, it must be one of the allowed range key filters and at the top level of filters. **NOTE:** Global Secondary Indices are not yet supported #### How a query-able filter is identified A scan will be performed when the search is not done via the hash key, with exact equality. DAW will examine the boolean logic to determine if a key condition may be extracted. For example, a query will be performed in the following examples: * `where{|r| r.id == '123' }` * `where{|r| (r.id == '123') & (r.bar == 'baz') }` But it will not be performed in these scenarios * `where{|r| r.id != '123' }` * `where{|r| !(r.id == '123') }` * where{ (r.id == '123') | (r.bar == 'baz') } ## Combination of Filters Multiple DAW filters can be combined. This will provides the ability to compose filtering conditions to keep your code more readable and DRY. ### Combining conditions with AND ```ruby class Foo include Dynamoid::Document field :bar field :baz end filter1 = Foo.where{|r| r.bar == 'abcd' } filter2 = Foo.where{|r| r.baz == 'dude' } # All of these produce the same results combination1 = filter1.where(filter2) combination2 = filter1.and(filter2) combination3 = filter1.where{|r| r.baz == 'dude' } ``` ## Mutating Records DAW provides the ability to modify records only if they meet the criteria defined by the where block. Changes are also provided in batch form, so you may change multiple values with a single call. There may also be singleton methods provided for easy of use. ## Batch Updates ```ruby Model.where{ conditions }.batch_update .set_values(field_name1: 'value', field_name2: 123) .append_to(arr_field_name: [1,2,3], set_field_name: %w[a b c]) .apply(hash_key, range_key) ``` Like all conditional updates it will return the full record with the new data if it successfully updates. If it fails to update, it will return nil. If the specified hash key, or hash/range key combination is not already present it will be inserted with the desired mutations (if possible). ### Setting a single field The batch updated method `set_values(attr_name: new_attr_value, other_atter: val)` #### Shortcut Method You map perform an upsert using the `.upsert` method. This method performs a simple set on the provided hash and range key. For example, consider the following example for conditionally updating a string field. ```ruby class Foo include Dynamoid::Document field :a_string field :a_number, number end item = Foo.create(a_number: 5, a_string: 'bar') Foo.where{|r| r.a_number > 5 }.upsert(item.id, a_string: 'dude') item.reload.a_string # => 'bar' Foo.where{|r| r.a_number > 4 }.upsert(item.id, a_string: 'wassup') item.reload.a_string # => 'wassup' ``` `upsert` can also create a record if an existing one is not found, if the hash key can be specified. By requiring the hash key be set, you can prevent an insert and force an update to occur. **Note:** Upsert must be called with the hash as the first parameter, and the range key as the second parameter if required for the model. *Note:** Upsert will return nil if no records were found that matched the provided parameters ### Appending values to a List or Set You can append a set of values to an existing set or array by using the ```ruby append_to( array_field: [1,2,3], set_field: %w[foo bar], ) ``` If the fields are unset, it will still apply the changes to am empty array. ### Increment / Decrement a value You may increment or decrement a numeric value by using `increment` or `decrement` ```ruby increment(:field_one, :field_two) ``` ```ruby decrement(:field_one, :field_two) ``` You may also provide an optional `by:` config to increment by more than one. ```ruby increment(:field_one, :field_two, by: 3) ``` ```ruby decrement(:field_one, :field_two, by: 3) ``` If the value of the field is currently unset, it will initialize to zero ## Development After checking out the repo, run `bin/setup` to install dependencies. Then, run `rake spec` to run the tests. You can also run `bin/console` for an interactive prompt that will allow you to experiment. To install this gem onto your local machine, run `bundle exec rake install`. To release a new version, update the version number in `version.rb`, and then run `bundle exec rake release`, which will create a git tag for the version, push git commits and tags, and push the `.gem` file to [rubygems.org](https://rubygems.org). ### TODO: #### Known issues * If you specify multiple term nodes for a query it will generate an invalid query * No support for [custom types](https://github.com/Dynamoid/Dynamoid#custom-types) #### Enhancements * Support Global Secondary Index * Conditions: * Equality * Partially implemented * Not Equals * less than * Implemented for numerics, datetimes, dates stored as integer * less than or equal to * greater than * greater than or equal to * between * in * attribute_not_exists * attribute_type * begins with * contains * size * Query enhancements * Range key conditions: * equality * less than * less than or equal to * greater than * greater than or equal to * between * begins with * convert to bulk query if multiple hash key terms are specified * Item mutation [Docs](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Expressions.UpdateExpressions.html#Expressions.UpdateExpressions.SET) * Update (without insert) * Upserting * Increment / Decrement number * Append item(s) to list * Prepend item(s) to list * Adding nested map attribute (low priority) * Set value if not set * Remove attributes ## Contributing Bug reports and pull requests are welcome on GitHub at https://github.com/[USERNAME]/dynamoid-advanced-where.