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14
Nested datatypes
 In MPC’98, volume 1422 of LNCS
, 1998
"... Abstract. A nested datatype, also known as a nonregular datatype, is a parametrised datatype whose declaration involves different instances of the accompanying type parameters. Nested datatypes have been mostly ignored in functional programming until recently, but they are turning out to be both th ..."
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Cited by 84 (6 self)
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Abstract. A nested datatype, also known as a nonregular datatype, is a parametrised datatype whose declaration involves different instances of the accompanying type parameters. Nested datatypes have been mostly ignored in functional programming until recently, but they are turning out to be both theoretically important and useful in practice. The aim of this paper is to suggest a functorial semantics for such datatypes, with an associated calculational theory that mirrors and extends the standard theory for regular datatypes. Though elegant and generic, the proposed approach appears more limited than one would like, and some of the limitations are discussed. 1
Generalised Folds for Nested Datatypes
 Formal Aspects of Computing
, 1999
"... Nested datatypes generalise regular datatypes in much the same way that contextfree languages generalise regular ones. Although the categorical semantics of nested types turns out to be similar to the regular case, the fold functions are more limited because they can only describe natural transform ..."
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Cited by 36 (1 self)
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Nested datatypes generalise regular datatypes in much the same way that contextfree languages generalise regular ones. Although the categorical semantics of nested types turns out to be similar to the regular case, the fold functions are more limited because they can only describe natural transformations. Practical considerations therefore dictate the introduction of a generalised fold function in which this limitation can be overcome. In the paper we show how to construct generalised folds systematically for each nested datatype, and show that they possess a uniqueness property analogous to that of ordinary folds. As a consequence, generalised folds satisfy fusion properties similar to those developed for regular datatypes. Such properties form the core of an effective calculational theory of inductive datatypes.
Generalizing Generalized Tries
, 1999
"... A trie is a search tree scheme that employs the structure of search keys to organize information. Tries were originally devised as a means to represent a collection of records indexed by strings over a fixed alphabet. Based on work by C.P. Wadsworth and others, R.H. Connelly and F.L. Morris generali ..."
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Cited by 35 (8 self)
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A trie is a search tree scheme that employs the structure of search keys to organize information. Tries were originally devised as a means to represent a collection of records indexed by strings over a fixed alphabet. Based on work by C.P. Wadsworth and others, R.H. Connelly and F.L. Morris generalized the concept to permit indexing by elements of an arbitrary monomorphic datatype. Here we go one step further and define tries and operations on tries generically for arbitrary firstorder polymorphic datatypes. The derivation is based on techniques recently developed in the context of polytypic programming. It is well known that for the implementation of generalized tries nested datatypes and polymorphic recursion are needed. Implementing tries for polymorphic datatypes places even greater demands on the type system: it requires rank2 type signatures and higherorder polymorphic nested datatypes. Despite these requirements the definition of generalized tries for polymorphic datatypes is...
Generic Haskell: applications
 In Generic Programming, Advanced Lectures, volume 2793 of LNCS
, 2003
"... Generic Haskell is an extension of Haskell that supports the construction of generic programs. These lecture notes discuss three advanced generic programming applications: generic dictionaries, compressing XML documents, and the zipper: a data structure used to represent a tree together with a s ..."
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Cited by 30 (16 self)
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Generic Haskell is an extension of Haskell that supports the construction of generic programs. These lecture notes discuss three advanced generic programming applications: generic dictionaries, compressing XML documents, and the zipper: a data structure used to represent a tree together with a subtree that is the focus of attention, where that focus may move left, right, up or down the tree. When describing and implementing these examples, we will encounter some advanced features of Generic Haskell, such as typeindexed data types, dependencies between and generic abstractions of generic functions, adjusting a generic function using a default case, and generic functions with a special case for a particular constructor.
Memo Functions, Polytypically!
 Proceedings of the 2nd Workshop on Generic Programming, Ponte de
, 2000
"... . This paper presents a polytypic implementation of memo functions that are based on digital search trees. A memo function can be seen as the composition of a tabulation function that creates a memo table and a lookup function that queries the table. We show that tabulation can be derived from ..."
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Cited by 14 (5 self)
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. This paper presents a polytypic implementation of memo functions that are based on digital search trees. A memo function can be seen as the composition of a tabulation function that creates a memo table and a lookup function that queries the table. We show that tabulation can be derived from lookup by inverse function construction. The type of memo tables is dened by induction on the structure of argument types and is parametric with respect to the result type of memo functions. A memo table for a xed argument type is then a functor and lookup and tabulation are natural isomorphisms. We provide simple polytypic proofs of these properties. 1 Introduction A memo function [11] is like an ordinary function except that it caches previously computed values. If it is applied a second time to a particular argument, it immediately returns the cached result, rather than recomputing it. For storing arguments and results a memo function internally employs an index structure, the ...
Numerical Representations as HigherOrder Nested Datatypes
, 1998
"... Number systems serve admirably as templates for container types: a container object of size n is modelled after the representation of the number n and operations on container objects are modelled after their numbertheoretic counterparts. Binomial queues are probably the first data structure that wa ..."
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Cited by 7 (2 self)
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Number systems serve admirably as templates for container types: a container object of size n is modelled after the representation of the number n and operations on container objects are modelled after their numbertheoretic counterparts. Binomial queues are probably the first data structure that was designed with this analogy in mind. In this paper we show how to express these socalled numerical representations as higherorder nested datatypes. A nested datatype allows to capture the structural invariants of a numerical representation, so that the violation of an invariant can be detected at compiletime. We develop a programming method which allows to adapt algorithms to the new representation in a mostly straightforward manner. The framework is employed to implement three different container types: binary randomaccess lists, binomial queues, and 23 finger search trees. The latter data structure, which is treated in some depth, can be seen as the main innovation from a datastruct...
Type Fusion
"... Fusion is an indispensable tool in the arsenal of techniques for program derivation. Less wellknown, but equally valuable is type fusion, which states conditions for fusing an application of a functor with an initial algebra to form another initial algebra. We provide a novel proof of type fusion b ..."
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Cited by 2 (0 self)
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Fusion is an indispensable tool in the arsenal of techniques for program derivation. Less wellknown, but equally valuable is type fusion, which states conditions for fusing an application of a functor with an initial algebra to form another initial algebra. We provide a novel proof of type fusion based on adjoint folds and discuss several applications: type firstification, type specialisation and tabulation. 1.
Practical Type Inference for Polymorphic Recursion: an Implementation in Haskell
 JOURNAL OF UNIVERSAL COMPUTER SCIENCE
, 2003
"... This paper describes a practical type inference algorithm for typing polymorphic and possibly mutually recursive definitions, using Haskell to provide a highlevel implementation of the algorithm. ..."
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Cited by 1 (0 self)
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This paper describes a practical type inference algorithm for typing polymorphic and possibly mutually recursive definitions, using Haskell to provide a highlevel implementation of the algorithm.
Trie Methods for Structured Data on Secondary Storage
, 2000
"... We apply the trie structures to indexing, storing and querying structured data on secondary storage. We are interested in the storage compactness, the I/O efficiency, the orderpreserving properties, the general orthogonal range queries and the exact match queries for very large files and databases. ..."
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We apply the trie structures to indexing, storing and querying structured data on secondary storage. We are interested in the storage compactness, the I/O efficiency, the orderpreserving properties, the general orthogonal range queries and the exact match queries for very large files and databases. We also apply the trie structures to relational joins (set operations). We compare trie structures to various data structures on secondary storage: multipaging and grid files in the direct access method category, Rtrees/R*trees and Xtrees in the logarithmic access cost category, as well as some representative join algorithms for performing join operations. Our results show that range queries by trie method are superior to these competitors in search cost when queries return more than a few records and are competitive to direct access methods for exact match queries. Furthermore, as the trie structure compresses data, it is the winner in terms of storage compared to all other methods mentioned above. We also present a new tidy function for orderpreserving keytoaddress transformation. Our tidy function is easy to construct and cheaper in access time and storage cost compared to its closest competitor.
Adjoint Folds and Unfolds Or: Scything Through the Thicket of Morphisms
"... Abstract. Folds and unfolds are at the heart of the algebra of programming. They allow the cognoscenti to derive and manipulate programs rigorously and effectively. Fundamental laws such as fusion codify basic optimisation principles. However, most, if not all, programs require some tweaking to be g ..."
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Abstract. Folds and unfolds are at the heart of the algebra of programming. They allow the cognoscenti to derive and manipulate programs rigorously and effectively. Fundamental laws such as fusion codify basic optimisation principles. However, most, if not all, programs require some tweaking to be given the form of an (un) fold, and thus make them amenable to formal manipulation. In this paper, we remedy the situation by introducing adjoint folds and unfolds. We demonstrate that most programs are already of the required form and thus are directly amenable to manipulation. Central to the development is the categorical notion of an adjunction, which links adjoint (un) folds to standard (un) folds. We discuss a number of adjunctions and show that they are directly relevant to programming.