Adds states to a given session.

session

the id of the session to append to. Note: session can be dropped within a with-session block.

states

a sequential list of states to add to the model.

Ends a training session

session

the id of the session to close.

Fetches the state following the provided state.

model

the key of the model to fetch against.

start Optional

the starting point to match state against.

Begins a training session and returns a unique session id.

model-keys

a list of the models to incorporate the new data.

Builds a generated session stream. Allows for skewing results by passing in an optional list of states to select if encountered.

model

the key of the model to fetch against.

overrides Optional

a list of states to select if encountered.

Evaluates expressions one at a time within a session context. The session id is passed as the first as the first argument to each expression.

model-keys

a list of the models to incorporate the new data.

forms

a list of functions to call within the session. Each function has the session id passed into it as the first argument.

Example:

(require '[mimic.core :as mimic :refer [with-session add! stream]])
(with-session [:example]
  (add! ['using' 'a' 'redis' 'store']))
(stream :example)) ;; => 'using a redis store'

Allows the customization of the backend to use for mimic storage. If with-store isn’t used then mimic will default to using an in-memory storage backend.

new-store

the mimic backend to use for storage.

body

a list of expressions to be completed within the scope of the store.

Example:

(require '[mimic.core :as mimic :refer [with-session add! stream]])
;; see Carmine for the Redis backend options
(def store (redis/init {:pool {} :spec {:uri 'redis://localhost:6379'}}))
(defmacro mimic* [& body] `(mimic/with-store store ~@body))
(mimic* (with-session [:example]
          (add! ['using' 'a' 'redis' 'store']))
        (stream :example)) ;; => 'using a redis store'