[Java] Represent a data element of a vector as a tree of ArrowBufPointer
- Linguagem predominante
- Java
- Estrelas
- 94
- Forks
- 152
- Merge médio
- 3d 16h
- PRs com merge (30d)
- 11
Descrição
For a fixed/variable width vector, each of its data element can be represented as an ArrowBufPointer object, which represents a contiguous memory segment. This makes many tasks easier and more efficient (without memory copy): calculating hash code, comparing values, etc.
This cannot be achieved for complex vectors, because their values often reside in more than one contiguous memory regions. However, it can be seen that the contiguous memory regions for each data element forms a tree-like structure, whose leaf nodes are the contiguous memory regions. For example, a data element for a struct vector forms a tree, whose root corresponds to the struct vector, while the child vectors corresponds to the child nodes of the tree root.
In this issue, we provide a data structure that represents each data element of a vector as a tree, whose leaf nodes are ArrowBufPointers, representing contiguous memory regions for the data element.
With this data structure, many tasks also becomes easier and more efficient: calculating hash code, comparing vector elements (ordering & equality). In addition, we can do something that could not have been done in the past, like placing data elements into a hash table/hash set, etc.
**Reporter**: [Liya Fan](https://issues.apache.org/jira/browse/ARROW-7213) / @liyafan82
#### PRs and other links:
- [GitHub Pull Request apache/arrow#5883](https://github.com/apache/arrow/pull/5883)
**Note**: *This issue was originally created as [ARROW-7213](https://issues.apache.org/jira/browse/ARROW-7213). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*
Guia de contribuição
Direção de pesquisa
Comece pela descrição original de ARROW-7213 e pelo GitHub Pull Request #5883, que são as únicas referências de implementação da issue. Determine os tipos de vetor, as APIs e o comportamento abrangidos por eles; o trabalho estará concluído quando existir uma representação em árvore utilizável para elementos vetoriais e ela oferecer suporte às operações subsequentes indicadas sem cópia desnecessária.
Escrita pelo modelo de indexação a partir do texto da issue.
Avaliação
- Stack de tecnologia
- java
- Domínio
- data
- Tipo de issue
- Funcionalidade
- Dificuldade
- 5/5
- Tempo estimado
- Mais de uma semana
- Status de atividade
- Estagnada
- Clareza
- Precisa de esclarecimento
- Facilidade para iniciantes
- 25/100