Questions regarding efficient storing and representing data within a software application.

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1
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1answer
23 views

Combining simple and complex APIs in a web application?

We use C# MVC and Angularjs as the primary tools to develop our web applications. We've recently been discussing best practices, with an eye towards revising our development approaches into something ...
6
votes
1answer
89 views

Do binary trees serve a specific purpose in storing hierarchical data? What is their canonical use?

I understand the structure of binary trees and how to traverse them. However, I am struggling to realize their actual uses, purposes in programs and programming. When I think about 'real life' ...
2
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0answers
33 views

How to handle complex calculated fields in an ORM

In our API we've got a few central datatypes which need to be "decorated" (so to speak) after retrieval from the database with calculated values. The database is accessed through an ORM which follows ...
1
vote
1answer
113 views

Non-fixed-size Fenwick Tree implementation

I'm planning to implement a non-fixed-size Fenwick tree. That is, a Fenwick tree that allows interleaving range queries with adding/removing elements. All implementations and samples I've seen so far ...
12
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2answers
2k views

What is the relationship between data structures and algorithms? [closed]

I have been searching for a good online course in data structures but have found that Google also returns results for algorithms courses, which say stuff like: In this course you will learn ...
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votes
0answers
18 views

Scrape or Extract Wikipedia Category Taxonomy into visual UI [closed]

For example; I would like to Extract the titles & links to all of the related Categories & SubCategories for https://en.wikipedia.org/wiki/Category:Energy and put them into a DB for use with ...
11
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2answers
3k views

Using a stream manipulator (endl) or a newline escape character (\n)?

I don't have a specific context in which I'm asking the question, but while I was reading a beginner book on C++ I noticed the use of both an endl stream manipulator and a newline escape character ...
3
votes
1answer
147 views

Providing views to an std::container

I want to maintain a buffer of 5 seconds of sensor data. The sensor data consists, among other things, of accelerometer readings in x,y,z dimensions, gyroscope readings in x,y,z dimension and ...
4
votes
1answer
124 views

Merge directed acyclic graphs minimizing number of nodes

I have some DAGs (directed acylic graphs) and I want to merge them in order to minimize the number of nodes (we could say that every node has a cost, while edges are free). These four different DAGs ...
3
votes
1answer
128 views

How does a skip list work?

For a homework assignment, I need to understand how a skip list works. I've been programming for a little over 2 years now (I know that's not that long in reality), and I have never even heard of a ...
-1
votes
1answer
52 views

Introduction on Data structure [on hold]

I just completed my c and try to solve some problem on hackerrank. I just want to ask what should i read next? Should i read data structure and algorithms, i know that algorithms are important like ...
1
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1answer
61 views

Best practices for tracking multiple pieces of data in a program

I have a project in C (don't ask why but it needs to be in C), where I need to track multiple pieces of data and commands for different modules. Some actions that the program will take depend on the ...
6
votes
0answers
246 views

Algorithm/data structure to answer “what recipes can I make with this set of ingredients?”

Formally, let s(U, Q) = {V | V ∈ U and V ⊆ Q} where U, Q, and V all represent sets, and U, more specifically, represents a set of sets. For the sake of example, U might be a set of the (sets of) ...
0
votes
0answers
47 views

What exactly meant exactly by “to sort a stack in ascending order”?

There is an assumption made in solutions to this problem: Sort a stack in ascending order. The non-recursive solution looks like this: public static StackWithMin<Integer> ...
2
votes
5answers
392 views

std::vector Non-Array Implementation?

I've seen some posts on the StackExchange family of sites talking about std::vector implementations. They all seem to indicate that std::vector is implemented strictly as an array (in practice), and ...
1
vote
3answers
1k views

Does the Head(start) pointer of Doubly Linked list points previously to the tail(last) node

I have one question in my mind that in case of circular doubly linked list the head pointer of the doubly linked list also logically point to the next pointer of the tail node of the linked list and ...
-1
votes
1answer
84 views

Dictionary representation of an object

As python memory model is dictionaries of dictionaries, looks like any object in JavaScript has similar representation. Below code, > foo = {} makes foo as an empty dictionary {}. fine. If ...
0
votes
2answers
162 views

Name of data structure that's tree-like with multiple root nodes

I'm attempting to implement a data structure, and using a more traditional tree data structure, but I'm not using the root node as it holds no real value in the context I'm using it in. Ideally, I ...
0
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0answers
34 views

Algorithms for Academic Auditing?

I am trying to come up with an algorithm to perform academic auditing for college students. I never took an Algorithm course, any help is appreciated. Input: Degree requirements, Additional program ...
4
votes
1answer
113 views

How to store data that is recorded with different frequency?

I'm writing a metallurgical web application, that must store data (electrical parameters) recorded at different frequencies. For example: six parameters recorded with frequency of one measure per ...
1
vote
2answers
148 views

Efficient datastructure to create size-limited dictionary

I need a class that acts like a dictionary but will constrain the total number of key/value pairs it contains. For instance, let's say the maximum number of entries is 1000 and the class already ...
20
votes
3answers
2k views

How do purely functional programming languages deal with fast changing data?

What data structures can you use so you can get O(1) removal and replacement? Or how can you avoid situations when you need said structures?
0
votes
1answer
174 views

I need a data structure for a card game

I am programming a card game in java, and unsure what data structure I should use for the player's hand. I considered using an array, with one integer to traverse the array and another integer to ...
1
vote
2answers
102 views

Complex data structure in python: just dict, etc, or some classes?

Consider a web service API that returns a complex Json object. Using the stock Python tools for the job, this will read in from the web service as a dict which contains, in turn, a mixture of arrays, ...
8
votes
2answers
549 views

How do personal assistants typically generate sentences?

This is sort of a follow up to this question about NLG research directions in the linguistics field. How do personal assistant tools such as Siri, Google Now, or Cortana perform Natural Language ...
0
votes
0answers
58 views

data structure with best match lookup

Let me explain my question with one example: I have the following structs: struct Box{ unsigned char color; unsigned double width; unsigned double height; unsigned double weight; }; struct ...
3
votes
4answers
1k views

What do you call an iterator that returns the current, previous and next siblings of each node of a list? [closed]

What do you call an iterator that given a list [a, b, c], returns an object of the form { prev, curr, next } for each iteration? e.g, (? === undefined) { prev: ?, curr: a, next: b } { prev: a, curr: ...
12
votes
6answers
23k views

How to quickly search through a very large list of strings / records on a database

I have the following problem: I have a database containing more than 2 million records. Each record has a string field X and I want to display a list of records for which field X contains a certain ...
2
votes
2answers
94 views

Is storing data directly in a list node better than storing a pointer to data?

Suppose we have two different doubly-linked list structures: One has content of the node embedded directly in the node: struct Content { // some stuff }; struct Node { struct Node *next; ...
8
votes
3answers
266 views

What data structure would you use to represent an organic compound?

Are there any good data structures out there that can be used to represent a molecule? I was thinking maybe I represent it as a Graph by making every atom a vertex, however, it's common for organic ...
49
votes
11answers
9k views

How to represent a Rubik's Cube in a data structure

If I am attempting to simulate a Rubik's Cube, how would you create a data structure to store the cube's state in memory, with X number of tiles per side? Things to consider: the cube can be of any ...
3
votes
2answers
181 views

Is it possible to speed up a hash table by using binary search trees for separate chaining?

I want to implement a Hash Table using Binary Search Trees to reduce the search complexity in the Separate Chaining process from O(n) (using linked list) to O(log n) (using BST). Can this be done, and ...
19
votes
2answers
14k views

Sets Data Structure in Golang

I really like google golang but could some one explain what the rationale is for the implementors having left out a basic data structure such as sets from the standard library?
2
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2answers
93 views

MaxHeap-like data structure supporting max AND min, also decrease-key (yes decrease-key)

For the purpose of implementing an optimization algorithm (finding the minimum of a multivariate function) I want to create a data structure that supports the following operations: load from array ...
0
votes
0answers
59 views

Enterprise Mashups. A good approach for .net

I'm in the middle of trying to talk our management into letting us do a portal that sits across the many, many systems that we use. I believe in using the best tool for the job so we have a good ERP, ...
0
votes
5answers
513 views

Fastest way to determine if a value is in a list?

I'm aware there may not be a good solution to this problem. I'm looking for a fast algorithm that determines whether or not a value (let's say an integer) exists in a set of values, however I need the ...
0
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0answers
54 views

scrabble solving with maximum score

I was asked a question You are given a list of characters, a score associated with each character and a dictionary of valid words ( say normal English dictionary ). you have to form a word ...
0
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0answers
50 views

How to model dynamic table schema in .Net code

I am preparing to do an upgrade of a fairly large program that is currently written entirely in MS Access, both GUI and data (code and data in separate files). One of the key features of the product ...
16
votes
8answers
5k views

Is having trouble with data structures common for beginners? [closed]

I'm taking my second course on Java. We are getting into data structures. I have done an assignment on a linked list, and now a stack. I had a hard time with the linked list. The stack gave me a ...
1
vote
2answers
65 views

Passing context around AST nodes

I have various objects inside my AST, such as IfBlock, FunctionBlock, LogicExpression, etc. All of those objects share a context, which is basically a hashmap with some variables. It's a very simple ...
1
vote
0answers
70 views

Can't figure out class scheduling issue? [closed]

"You are a college advisor trying to help students plan their academic careers. You have the list of courses in each major and their prerequisites. Students often want to take their major courses as ...
3
votes
3answers
346 views

Is it worthwhile to try to write foolproof data structures?

The problem We need to store data in a table-like way, but we have very strict space constraints (~1Mb per table of 10k+ rows). We store data like this: ID | reviews | factor | score | interval | ...
45
votes
4answers
9k views

Which algorithms/data structures should I “recognize” and know by name? [closed]

I'd like to consider myself a fairly experienced programmer. I've been programming for over 5 years now. My weak point though is terminology. I'm self-taught, so while I know how to program, I don't ...
2
votes
0answers
30 views

IRLBot Paper DRUM Implementation - Why keep key, value and auxiliary buckets seperate?

Repost from here as I think it may be more suited to this exchange. I'm trying to implement DRUM (Disk Repository with Update Management) as per the IRLBot paper (relevant pages start at 4) but as ...
0
votes
1answer
124 views

What are the advantages of linear probing over separate chaining or vice-versa when implementing hash tables?

I've been brushing up on algorithms and reviewed these two methods of implementing hash tables. It seems like they largely have similar performance characteristics and memory requirements. I can ...
-3
votes
2answers
148 views

How to visualise this data model?

I have learnt different variants of list data model like Dlist, SList and recursivenodetype-list. But I could not understand/visualise this datamodel as mentioned below in C++ syntax, with an ...
8
votes
2answers
526 views

Is there any better approach to shortest path finding within a (vehicular) traffic network?

Dear fellow programmers, We're developing software which simulates vehicular traffic. Part of the process called "assignment" is concerned with assigning vehicles to their routes and has to use some ...
0
votes
1answer
75 views

Any good data structure to perform efficient lookup and modification operations about what are the shapes containing the current cursor position

I think I'm facing a pretty common issue but cannot remember which solution is the most suitable one. Let's put it that way: I can, in a, certain, given, language get some events anytime the user is ...
2
votes
1answer
206 views

When designing a data structure, should I implement very inefficient operations for convenience?

(I've added the .NET tags because the data structures are for .NET, and this question should be considered in the context of the conventions for that platform.) I'm writing a library of immutable and ...
0
votes
1answer
179 views

Is a linked list an actual data structure?

I hear conflicting sides from this topic. I was under the impression that a linked list was a way to implement a data structure (stack, queue), not actually a data structure.