Troubleshooting Index Error 7 in Decoding

Click For Summary

Discussion Overview

The discussion revolves around troubleshooting an Index Error 7 encountered during the decoding process in an LZW (Lempel-Ziv-Welch) algorithm implementation. Participants explore the structure of the LZW dictionary, the encoding and decoding processes, and the specific issue of missing dictionary entries during decoding.

Discussion Character

  • Technical explanation
  • Debate/contested

Main Points Raised

  • Some participants explain that elements are typically not stored in the LZW dictionary, and the actual dictionary starts at index 3.
  • It is noted that each dictionary entry consists of a prior index and an element, with specific handling for prior indices less than 3.
  • One participant describes how the decoder retrieves bytes in reverse order and how it handles codes not yet in the dictionary by using the last character from the previous output.
  • Another participant provides a detailed example of encoding and decoding, illustrating how the dictionary is built and how outputs are generated.
  • Some participants express confusion regarding the explanations and examples provided, questioning whether the goal is to create a program or simply outline the steps.
  • There is a mention of using stacks to manage the decoding process and the initialization of dictionary entries with specific byte values.

Areas of Agreement / Disagreement

Participants generally agree on the structure and function of the LZW dictionary, but there is uncertainty regarding the specific implementation details and the handling of the Index Error 7. Multiple views on the decoding process and its implementation remain, with no consensus reached.

Contextual Notes

Some limitations include potential misunderstandings of the encoding and decoding examples, as well as the specific conditions under which the Index Error occurs. The discussion does not resolve these issues, leaving them open for further exploration.

shivajikobardan
Messages
637
Reaction score
54
Homework Statement
LZW decoding-:There is no entry for index 7 in the dictionary while decoding, how do I fix this issue?
Relevant Equations
N/A
MSlVXdQfoEojqK2wHcAh-yp0zwNXv3BXb0bzrxk4Ys0JdZB1k2.png


sFS9ul_YJC-qN6tdNfY7SfOky9XEn3SJ-TSxkMDP4acvuaXT0g.png


Source of my knowledge-:

Encoding-:


Decoding-:


Other references-:


Question-: There is no entry for index 7 in the dictionary while decoding, how do I fix this issue?
 
Physics news on Phys.org
The videos don't do a good job of explaining a LZW dictionary. Link to Wiki article:

https://en.wikipedia.org/wiki/Lempel–Ziv–Welch

Typically elements are not stored in the dictionary. For the OP's question the elements have values 1 (A) and 2(B). To keep things simple assume that elements and indexes are bytes with range 1 to 255.

The actual dictionary starts at index 3, since elements are usually not stored in the dictionary. Each dictionary entry consists of a prior index and an element, unless the prior index is less than 3, in which case its the first byte of a string. Each prior index represents a string. Note that decoding a dictionary entry will retrieve bytes in reverse order.

When the decoder encounters a code not yet in the dictionary, the last character for the new code equals the first character from the previous output. The decoder needs to save the first character of each output to implement this.

Code:
                 dictonary
rcvd decd     indx  code char string

   2    B
   1    A        3     2    1   BA
   1    A        4     1    1   AA
   3   BA        5     1    2   AB
   2    B        6     3    2  BAB
   7   BB        7     2    2   BB    new:  prior code = 2, prior first character = B = 2
   4   AA        8     7    1  BBA
   7   BB        9     4    2  AAB
   2    B       10     7    2  BBB

For a better example, string to be encoded: ABABABABABAB
Code:
    input   search  dictionary    output
    A        -
    B       A:B     d[3]=A:B       A
    A       B:A     d[4]=B:A       B
    B       A:B       3
    A       3:A     d[5]=3:A       3
    B       A:B       3
    A       3:A       5
    B       5:B     d[6]=5:B       5
    A       B:A       4
    B       4:B     d[7]=4:B       4
    A       B:A       4
    B       4:B       7
   eof                             7

Decoding:
Code:
input   dictionary    output
   A                  A
   B   d[3]=A:B=AB    B
   3   d[4]=B:A=BA    AB
   5   d[5]=3:A=ABA   ABA    last output first character = A
   4   d[6]=5:B=ABAB  BA
   7   d[7]=4:B=BAB   BAB    last output first character = B
 eof
 
Last edited:
rcgldr said:
The videos don't do a good job of explaining a LZW dictionary. Link to Wiki article:

https://en.wikipedia.org/wiki/Lempel–Ziv–Welch

Typically elements are not stored in the dictionary. For the OP's question the elements have values 1 (A) and 2(B). To keep things simple assume that elements and indexes are bytes with range 1 to 255.

The actual dictionary starts at index 3, since elements are usually not stored in the dictionary. Each dictionary entry consists of a prior index and an element, unless the prior index is less than 3, in which case its the first byte of a string. Each prior index represents a string. Note that decoding a dictionary entry will retrieve bytes in reverse order.

When the decoder encounters a code not yet in the dictionary, the last character for the new code equals the first character from the previous output. The decoder needs to save the first character of each output to implement this.

Code:
                 dictonary
rcvd decd     indx  code char string

   2    B
   1    A        3     2    1   BA
   1    A        4     1    1   AA
   3   BA        5     1    2   AB
   2    B        6     3    2  BAB
   7   BB        7     2    2   BB    new:  prior code = 2, prior first character = B = 2
   4   AA        8     7    1  BBA
   7   BB        9     4    2  AAB
   2    B       10     7    2  BBB

For a better example, string to be encoded: ABABABABABAB
Code:
    input   search  dictionary    output
    A        -
    B       A:B     d[3]=A:B       A
    A       B:A     d[4]=B:A       B
    B       A:B       3
    A       3:A     d[5]=3:A       3
    B       A:B       3
    A       3:A       5
    B       5:B     d[6]=5:B       5
    A       B:A       4
    B       4:B     d[7]=4:B       4
    A       B:A       4
    B       4:B       7
   eof                             7

Decoding:
Code:
input   dictionary    output
   A                  A
   B   d[3]=A:B=AB    B
   3   d[4]=B:A=BA    AB
   5   d[5]=3:A=ABA   ABA    last output first character = A
   4   d[6]=5:B=ABAB  BA
   7   d[7]=4:B=BAB   BAB    last output first character = B
 eof
thank you for writing this long answer for me but i could not get most things..
 
Last edited:
shivajikobardan said:
thank you for writing this long answer for me but i could not get most things..
Are you trying to create a program or just writing out the steps as you posted in your question?

Were you able to understand my encoding example?

Assuming a character is a byte, then each dictionary entry = {prior index : byte}.

Using my example, consider decoding d[6] onto a stack:
Code:
    d[6] = {5:B}      push B
    d[5] = {3:A}      push A
    d[3] = {A:B}      push B
    d[A] = {A}        push A
                      string = stack = ABAB

For the decoder. two arrays are used, one for dictionary entries, one for the first bytes of strings for those dictionary entries, a stack to store the bytes of a string in reverse order, a last_first variable that holds one byte, and J, an index into the dictionary, initialized to 3. The dictionary is initialized to the alphabet: d[A] = {A:}, d = {B:}. Instead of actually using dictionary entries for the alphabet, the code can just use the index if index is less than 3.

The first input is just a byte:
Code:
    last_first = input byte
    output input byte
After the first input, the dictionary is built on the fly and decoded to generate strings to output:
Code:
    decode dictionary[current input index] onto stack
    dictionary[J] = {prior input index : first_byte[current input index]}
    last_first = first_byte[J] = first byte of stack
    output the stack
    J++
If input == J, it's a special case:
Code:
    push last_first
    decode dictionary[prior input index] onto stack
    d[J] = {prior input index : last_first}
    last_first = first_byte[J] = first byte of stack
    output the stack
    J++
 
Last edited:

Similar threads

  • · Replies 7 ·
Replies
7
Views
2K
Replies
2
Views
1K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 17 ·
Replies
17
Views
3K
  • · Replies 9 ·
Replies
9
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K