Hash Table vs STL Map
Introduction
Hash table and STL map are very useful data structures in computer science. Here we will see the comparison between their properties as well as implementation. First, we will discuss their properties one by one, and then we will differentiate them based on their key characteristics.
Hash Table
Hash Table is a special type of data structure that stores data(key-value pair) in an associative manner and uses a hash function that maps a given value with a key to access the elements faster.
Example
In the above diagram, keys are mapped to corresponding indices of the hash table using the hash function.
Advantages
- As the access time in the hash table is O(1) (i.e., constant ), inserting, deleting, and looking up data can be done very fast.
- The hash table also performs well in the case of large datasets.
Implementation
A Hash table is generally implemented by an array of linked lists where each node will store key-value pairs. A good hash function and collision resolution techniques like chaining are required for mapping the keys properly.
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STL map
STL map is an associative container provided by the C++ STL library. It stores elements with key-value pairs but no two mapped values should have the same keys.
Example
STL map containing key-value pairs
Advantages
- A binary search tree can be implemented using the map where all key-value pairs will be in an ordered manner with searching time O(log n).
- Map implementation of the hash table is also possible with constant search time.
Implementation
STL map is generally implemented using a red-black tree where insertion, deletion algorithm takes O(log n) time and O(1) for rebalancing.
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Comparison
Hash Table | STL map |
In the hash table, values are not in sorted order. | But in the STL map, values are in sorted order. |
Hash table never allow null keys | It allows a null key. |
Searching time is less in comparison to the STL map. | Here search time is O(log n) |
It is mostly used for large data sets. | STL map is used for smaller data sets. |
Hash table is thread-safe as it can be shared with many threads. | But the map is not thread-safe. |
FAQs
1). What is the syntax of the C++ STL map?
map<datatype, datatype> map_name
2). What is the collision in the case of hashing?
A hashing collision occurs when the mapping for a given key returns an occupied slot in the hash table.
3). What are the collision resolution techniques?
Collision resolution is mainly done through chaining and rehashing till finding an unoccupied location in the hash table.
Key Takeaways
This article covered the comparison between Hash Table and STL Map from different perspectives. Having a good hold on these data structures is very important for cracking any coding round.
Check out the CodeStudio library for getting a better hold of the data structures and algorithms.
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Happy learning!