A Ruby object indexing and querying tool using Redis to store data and perform set operations.
What's all this about?
Redis is a flexible data structures server. It's pretty fast, but if you want to index something, you have to do it manually. Queris can be bolted onto some Ruby objects (hashes, ActiveRecord models, Ohm objects, etc.) to maintain indices and perform queries. Attributes can be indexed into regular or sorted sets, allowing set selection on arbitrary data, and range selection on numeric data (if desired). More complex indexing, like n-gram text search, can be implemented client-side (and will be included in some future Queris version.) Queries can perform set operations on all indices and other queries, and can be sorted. Each query can be cached for a custom duration. Queries can also be live (reflect realtime changes to complex set operations) in O(log(n)) server time. Thus Queris offers customizeable indexing, and nestable, cacheable, optionally realtime, set queries (with a few more bells and whistles).
Learning By Example
First connect to redis. Let's assume a Redis server on localhost at standard port 6379:
Let's say you have a User ActiveRecord model with some obvious attributes - id, name, email, age. Let's also assume a UserTags model, linked to User by its userId attribute.
class User < ActiveRecord::Base include Queris #declare which attributes to index, and how index_attributes :name, :email #simple set index index_range_attribute :age #sorted set index index_attribute_from model: UserTags, attribute: :tag, key: :userId #index from a different model end
To build indices:
This will load all current User objects into memory and index said objects. You currently need enough space to keep the entire dataset in memory for building indices. (Future versions will be able to import data incrementally.)
You can now query Users:
young_bob_and_steve = User.query(:ttl=>2.days).union(:name, ["Steve", "Bob"]).intersect(:age, 0..30).diff(:email, "firstname.lastname@example.org") #query expires in 2 days #you can have subqueries, too: bob_and_steve_and_bill = User.query.union(young_bob_and_steve).union(:name, "Bill") #now get the results bob_and_steve_and_bill.results #all results bob_and_steve_and_bill.count #result count bob_and_steve_and_bill.results(3..5) # results # 3 through 5
Queries can be expressed in set notation:
bob_and_steve_and_bill.to_s # same as .explain # ((name<["Steve", "Bob"]> ∩ age<0..30> ∖ email<email@example.com>) ∪ name<Bill>)
Note that query operations are applied sequentially (with no complex operator precedence rules), but can be arranged or grouped by the use of subqueries.
...more to follow...