Packages

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  Definition Classes

  root

•  package io

  Definition Classes

  root

•  package dylemma

  Definition Classes

  io

•  package spac

  SPaC (short for "Streaming Parser Combinators") is a library for building stream consumers in a declarative style, specialized for tree-like data types like XML and JSON.

  SPaC (short for "Streaming Parser Combinators") is a library for building stream consumers in a declarative style, specialized for tree-like data types like XML and JSON.

  Many utilities for handling XML and JSON data involve parsing the entire "document" to some DOM model, then inspecting and transforming that model to extract information. The downside to these utilities is that when the document is very large, the DOM may not fit in memory. The workaround for this type of problem is to treat the document as a stream of "events", e.g. "StartElement" and "EndElement" for XML, or "StartObject" and "EndObject" for JSON. The downside to this workaround is that writing code to handle these streams can be complicated and error-prone, especially when the DOM is complicated.

  SPaC's goal is to drastically simplify the process of creating code to handle these streams.

  This package contains the "core" SPaC traits; Parser, Transformer, Splitter, and ContextMatcher.

  See the xml and json subpackages (provided by the xml-spac and json-spac libraries respectively) for specific utilities related to handling XML and JSON event streams.

  Definition Classes

  dylemma

•  package json

  This package provides extensions to the core "spac" library which allow for the handling of JSON data.

  This package provides extensions to the core "spac" library which allow for the handling of JSON data.

  Rather than creating explicit classes that extend Parser, Transformer, and Splitter, this package provides type aliases and implicit extensions. For example, JsonParser[A] is just a type alias for Parser[JsonEvent, A], and JsonParser is just a call to Parser[JsonEvent].

  Implicit JsonParsers are available for each of the JSON primitive types:

  • string
  • number (expressed as Int, Long, Float, or Double)
  • boolean
  • null (expressed as None.type)

  Helpers are available for parsing JSON arrays and objects:

  • JsonParser.listOf[A] to parse an array where each value is an A
  • JsonParser.objectOf[A] to parse an object where the value for each field an A
  • JsonParser.objectOfNullable[A] to parse an object where the value for each field is either null or an A, filtering out the nulls
  • JsonParser.fieldOf[A](fieldName) to parse a specific field from an object

  A DSL for creating json-specific ContextMatchers is provided to make it more convenient to call Splitter.json. For example:

  Splitter.json("foo" \ "bar").as[String].parseFirst

  Can be used to capture rootJson.foo.bar as a String in

  {
    "foo": {
      "bar": "hello"
    }
  }

  To "split" values inside arrays, index-related context matchers are available, e.g.

  Splitter.json("foo" \ anyIndex).as[Int].parseToList

  Can be used to capture each of the numbers in the "foo" array in

  {
    "foo": [1, 2, 3]
  }

  A note about JsonEvents in spac: JSON doesn't have any explicit markers for when a field ends, or when an array index starts or ends; those context changes are essentially inferred by the presence of some other event. For example, instead of a "field end" event, typically there will be either a new "field start" or a token representing the end of the current object. With spac, splitters and context matchers generally operate under the assumption that a "stack push" event (like a field start) will eventually be followed by a corresponding "stack pop" event (i.e. field end).

  To allow for this, these "inferred" events (FieldEnd, IndexStart, IndexEnd) are explicitly represented as JsonEvents in the stream being parsed. Keep this in mind when creating JSON ContextMatchers:

  • field-related matchers will match a stack like case ObjectStart :: FieldStart(_) :: _
  • index-related matchers will match a stack like case ArrayStart :: IndexStart(_) :: _

  Definition Classes

  spac

• Fs2DataSource
• JacksonSource
• JsonEvent
• JsonParserApplyOps
• JsonSplitterApplyOps
• JsonSplitterOps
• JsonStackElem
• JsonStackPop
• JsonValueEvent

io.dylemma.spac.json

Fs2DataSource