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struct::list(n) 1.8.3 tcllib "Tcl Data Structures"

Name

struct::list - Procedures for manipulating lists

Description

The ::struct::list namespace contains several useful commands for processing Tcl lists. Generally speaking, they implement algorithms more complex or specialized than the ones provided by Tcl itself.

It exports only a single command, struct::list. All functionality provided here can be reached through a subcommand of this command.

COMMANDS

::struct::list longestCommonSubsequence sequence1 sequence2 ?maxOccurs?

Returns the longest common subsequence of elements in the two lists sequence1 and sequence2. If the maxOccurs parameter is provided, the common subsequence is restricted to elements that occur no more than maxOccurs times in sequence2.

The return value is a list of two lists of equal length. The first sublist is of indices into sequence1, and the second sublist is of indices into sequence2. Each corresponding pair of indices corresponds to equal elements in the sequences; the sequence returned is the longest possible.

::struct::list longestCommonSubsequence2 sequence1 sequence2 ?maxOccurs?

Returns an approximation to the longest common sequence of elements in the two lists sequence1 and sequence2. If the maxOccurs parameter is omitted, the subsequence computed is exactly the longest common subsequence; otherwise, the longest common subsequence is approximated by first determining the longest common sequence of only those elements that occur no more than maxOccurs times in sequence2, and then using that result to align the two lists, determining the longest common subsequences of the sublists between the two elements.

As with longestCommonSubsequence, the return value is a list of two lists of equal length. The first sublist is of indices into sequence1, and the second sublist is of indices into sequence2. Each corresponding pair of indices corresponds to equal elements in the sequences. The sequence approximates the longest common subsequence.

::struct::list lcsInvert lcsData len1 len2

This command takes a description of a longest common subsequence (lcsData), inverts it, and returns the result. Inversion means here that as the input describes which parts of the two sequences are identical the output describes the differences instead.

To be fully defined the lengths of the two sequences have to be known and are specified through len1 and len2.

The result is a list where each element describes one chunk of the differences between the two sequences. This description is a list containing three elements, a type and two pairs of indices into sequence1 and sequence2 respectively, in this order. The type can be one of three values:

added

Describes an addition. I.e. items which are missing in sequence1 can be found in sequence2. The pair of indices into sequence1 describes where the added range had been expected to be in sequence1. The first index refers to the item just before the added range, and the second index refers to the item just after the added range. The pair of indices into sequence2 describes the range of items which has been added to it. The first index refers to the first item in the range, and the second index refers to the last item in the range.

deleted

Describes a deletion. I.e. items which are in sequence1 are missing from sequence2. The pair of indices into sequence1 describes the range of items which has been deleted. The first index refers to the first item in the range, and the second index refers to the last item in the range. The pair of indices into sequence2 describes where the deleted range had been expected to be in sequence2. The first index refers to the item just before the deleted range, and the second index refers to the item just after the deleted range.

changed

Describes a general change. I.e a range of items in sequence1 has been replaced by a different range of items in sequence2. The pair of indices into sequence1 describes the range of items which has been replaced. The first index refers to the first item in the range, and the second index refers to the last item in the range. The pair of indices into sequence2 describes the range of items replacing the original range. Again the first index refers to the first item in the range, and the second index refers to the last item in the range.

    sequence 1 = {a b r a c a d a b r a}
    lcs 1      =   {1 2   4 5     8 9 10}
    lcs 2      =   {0 1   3 4     5 6 7}
    sequence 2 =   {b r i c a     b r a c}
    Inversion  = {{deleted  {0  0} {-1 0}}
                  {changed  {3  3}  {2 2}}
                  {deleted  {6  7}  {4 5}}
                  {added   {10 11}  {8 8}}}

Notes:

  • An index of -1 in a deleted chunk refers to just before the first element of the second sequence.

  • Also an index equal to the length of the first sequence in an added chunk refers to just behind the end of the sequence.

::struct::list lcsInvert2 lcs1 lcs2 len1 len2

Similar to lcsInvert. Instead of directly taking the result of a call to longestCommonSubsequence this subcommand expects the indices for the two sequences in two separate lists.

::struct::list lcsInvertMerge lcsData len1 len2

Similar to lcsInvert. It returns essentially the same structure as that command, except that it may contain chunks of type unchanged too.

These new chunks describe the parts which are unchanged between the two sequences. This means that the result of this command describes both the changed and unchanged parts of the two sequences in one structure.

    sequence 1 = {a b r a c a d a b r a}
    lcs 1      =   {1 2   4 5     8 9 10}
    lcs 2      =   {0 1   3 4     5 6 7}
    sequence 2 =   {b r i c a     b r a c}
    Inversion/Merge  = {{deleted   {0  0} {-1 0}}
                        {unchanged {1  2}  {0 1}}
                        {changed   {3  3}  {2 2}}
                        {unchanged {4  5}  {3 4}}
                        {deleted   {6  7}  {4 5}}
                        {unchanged {8 10}  {5 7}}
                        {added    {10 11}  {8 8}}}
::struct::list lcsInvertMerge2 lcs1 lcs2 len1 len2

Similar to lcsInvertMerge. Instead of directly taking the result of a call to longestCommonSubsequence this subcommand expects the indices for the two sequences in two separate lists.

::struct::list reverse sequence

The subcommand takes a single sequence as argument and returns a new sequence containing the elements of the input sequence in reverse order.

::struct::list shuffle list

The subcommand takes a list and returns a copy of that list with the elements it contains in random order. Every possible ordering of elements is equally likely to be generated. The Fisher-Yates shuffling algorithm is used internally.

::struct::list assign sequence varname ?varname?...

The subcommand assigns the first n elements of the input sequence to the one or more variables whose names were listed after the sequence, where n is the number of specified variables.

If there are more variables specified than there are elements in the sequence the empty string will be assigned to the superfluous variables.

If there are more elements in the sequence than variable names specified the subcommand returns a list containing the unassigned elements. Else an empty list is returned.

    tclsh> ::struct::list assign {a b c d e} foo bar
    c d e
    tclsh> set foo
    a
    tclsh> set bar
    b
::struct::list flatten ?-full? ?--? sequence

The subcommand takes a single sequence and returns a new sequence where one level of nesting was removed from the input sequence. In other words, the sublists in the input sequence are replaced by their elements.

The subcommand will remove any nesting it finds if the option -full is specified.

    tclsh> ::struct::list flatten {1 2 3 {4 5} {6 7} {{8 9}} 10}
    1 2 3 4 5 6 7 {8 9} 10
    tclsh> ::struct::list flatten -full {1 2 3 {4 5} {6 7} {{8 9}} 10}
    1 2 3 4 5 6 7 8 9 10
::struct::list map sequence cmdprefix

The subcommand takes a sequence to operate on and a command prefix (cmdprefix) specifying an operation, applies the command prefix to each element of the sequence and returns a sequence consisting of the results of that application.

The command prefix will be evaluated with a single word appended to it. The evaluation takes place in the context of the caller of the subcommand.

    tclsh> # squaring all elements in a list
    tclsh> proc sqr {x} {expr {$x*$x}}
    tclsh> ::struct::list map {1 2 3 4 5} sqr
    1 4 9 16 25
    tclsh> # Retrieving the second column from a matrix
    tclsh> # given as list of lists.
    tclsh> proc projection {n list} {::lindex $list $n}
    tclsh> ::struct::list map {{a b c} {1 2 3} {d f g}} {projection 1}
    b 2 f
::struct::list mapfor var sequence script

The subcommand takes a sequence to operate on and a tcl script, applies the script to each element of the sequence and returns a sequence consisting of the results of that application.

The script will be evaluated as is, and has access to the current list element through the specified iteration variable var. The evaluation takes place in the context of the caller of the subcommand.

    tclsh> # squaring all elements in a list
    tclsh> ::struct::list mapfor x {1 2 3 4 5} {
	expr {$x * $x}
    }
    1 4 9 16 25
    tclsh> # Retrieving the second column from a matrix
    tclsh> # given as list of lists.
    tclsh> ::struct::list mapfor x {{a b c} {1 2 3} {d f g}} {
	lindex $x 1
    }
    b 2 f
::struct::list filter sequence cmdprefix

The subcommand takes a sequence to operate on and a command prefix (cmdprefix) specifying an operation, applies the command prefix to each element of the sequence and returns a sequence consisting of all elements of the sequence for which the command prefix returned true. In other words, this command filters out all elements of the input sequence which fail the test the cmdprefix represents, and returns the remaining elements.

The command prefix will be evaluated with a single word appended to it. The evaluation takes place in the context of the caller of the subcommand.

    tclsh> # removing all odd numbers from the input
    tclsh> proc even {x} {expr {($x % 2) == 0}}
    tclsh> ::struct::list filter {1 2 3 4 5} even
    2 4

Note: The filter is a specialized application of fold where the result is extended with the current item or not, depending o nthe result of the test.

::struct::list filterfor var sequence expr

The subcommand takes a sequence to operate on and a tcl expression (expr) specifying a condition, applies the conditionto each element of the sequence and returns a sequence consisting of all elements of the sequence for which the expression returned true. In other words, this command filters out all elements of the input sequence which fail the test the condition expr represents, and returns the remaining elements.

The expression will be evaluated as is, and has access to the current list element through the specified iteration variable var. The evaluation takes place in the context of the caller of the subcommand.

    tclsh> # removing all odd numbers from the input
    tclsh> ::struct::list filterfor x {1 2 3 4 5} {($x % 2) == 0}
    2 4
::struct::list split sequence cmdprefix ?passVar failVar?

This is a variant of method filter, see above. Instead of returning just the elements passing the test we get lists of both passing and failing elements.

If no variable names are specified then the result of the command will be a list containing the list of passing elements, and the list of failing elements, in this order. Otherwise the lists of passing and failing elements are stored into the two specified variables, and the result will be a list containing two numbers, the number of elements passing the test, and the number of elements failing, in this order.

The interface to the test is the same as used by filter.

::struct::list fold sequence initialvalue cmdprefix

The subcommand takes a sequence to operate on, an arbitrary string initial value and a command prefix (cmdprefix) specifying an operation.

The command prefix will be evaluated with two words appended to it. The second of these words will always be an element of the sequence. The evaluation takes place in the context of the caller of the subcommand.

It then reduces the sequence into a single value through repeated application of the command prefix and returns that value. This reduction is done by

1

Application of the command to the initial value and the first element of the list.

2

Application of the command to the result of the last call and the second element of the list.

...
i

Application of the command to the result of the last call and the i'th element of the list.

...
end

Application of the command to the result of the last call and the last element of the list. The result of this call is returned as the result of the subcommand.

    tclsh> # summing the elements in a list.
    tclsh> proc + {a b} {expr {$a + $b}}
    tclsh> ::struct::list fold {1 2 3 4 5} 0 +
    15
::struct::list shift listvar

The subcommand takes the list contained in the variable named by listvar and shifts it down one element. After the call listvar will contain a list containing the second to last elements of the input list. The first element of the ist is returned as the result of the command. Shifting the empty list does nothing.

::struct::list iota n

The subcommand returns a list containing the integer numbers in the range [0,n). The element at index i of the list contain the number i.

For "n == 0" an empty list will be returned.

::struct::list equal a b

The subcommand compares the two lists a and b for equality. In other words, they have to be of the same length and have to contain the same elements in the same order. If an element is a list the same definition of equality applies recursively.

A boolean value will be returned as the result of the command. This value will be true if the two lists are equal, and false else.

::struct::list repeat size element1 ?element2 element3...?

The subcommand creates a list of length "size * number of elements" by repeating size times the sequence of elements element1 element2 .... size must be a positive integer, elementn can be any Tcl value. Note that repeat 1 arg ... is identical to list arg ..., though the arg is required with repeat.

Examples:

    tclsh> ::struct::list repeat 3 a
    a a a
    tclsh> ::struct::list repeat 3 [::struct::list repeat 3 0]
    {0 0 0} {0 0 0} {0 0 0}
    tclsh> ::struct::list repeat 3 a b c
    a b c a b c a b c
    tclsh> ::struct::list repeat 3 [::struct::list repeat 2 a] b c
    {a a} b c {a a} b c {a a} b c
::struct::list repeatn value size...

The subcommand creates a (nested) list containing the value in all positions. The exact size and degree of nesting is determined by the size arguments, all of which have to be integer numbers greater than or equal to zero.

A single argument size which is a list of more than one element will be treated as if more than argument size was specified.

If only one argument size is present the returned list will not be nested, of length size and contain value in all positions. If more than one size argument is present the returned list will be nested, and of the length specified by the last size argument given to it. The elements of that list are defined as the result of Repeat for the same arguments, but with the last size value removed.

An empty list will be returned if no size arguments are present.

    tclsh> ::struct::list repeatn  0 3 4
    {0 0 0} {0 0 0} {0 0 0} {0 0 0}
    tclsh> ::struct::list repeatn  0 {3 4}
    {0 0 0} {0 0 0} {0 0 0} {0 0 0}
    tclsh> ::struct::list repeatn  0 {3 4 5}
    {{0 0 0} {0 0 0} {0 0 0} {0 0 0}} {{0 0 0} {0 0 0} {0 0 0} {0 0 0}} {{0 0 0} {0 0 0} {0 0 0} {0 0 0}} {{0 0 0} {0 0 0} {0 0 0} {0 0 0}} {{0 0 0} {0 0 0} {0 0 0} {0 0 0}}
::struct::list dbJoin ?-inner|-left|-right|-full? ?-keys varname? {keycol table}...

The method performs a table join according to relational algebra. The execution of any of the possible outer join operation is triggered by the presence of either option -left, -right, or -full. If none of these options is present a regular inner join will be performed. This can also be triggered by specifying -inner. The various possible join operations are explained in detail in section TABLE JOIN.

If the -keys is present its argument is the name of a variable to store the full list of found keys into. Depending on the exact nature of the input table and the join mode the output table may not contain all the keys by default. In such a case the caller can declare a variable for this information and then insert it into the output table on its own, as she will have more information about the placement than this command.

What is left to explain is the format of the arguments.

The keycol arguments are the indices of the columns in the tables which contain the key values to use for the joining. Each argument applies to the table following immediately after it. The columns are counted from 0, which references the first column. The table associated with the column index has to have at least keycol+1 columns. An error will be thrown if there are less.

The table arguments represent a table or matrix of rows and columns of values. We use the same representation as generated and consumed by the methods get rect and set rect of matrix objects. In other words, each argument is a list, representing the whole matrix. Its elements are lists too, each representing a single rows of the matrix. The elements of the row-lists are the column values.

The table resulting from the join operation is returned as the result of the command. We use the same representation as described above for the input tables.

::struct::list dbJoinKeyed ?-inner|-left|-right|-full? ?-keys varname? table...

The operations performed by this method are the same as described above for dbJoin. The only difference is in the specification of the keys to use. Instead of using column indices separate from the table here the keys are provided within the table itself. The row elements in each table are not the lists of column values, but a two-element list where the second element is the regular list of column values and the first element is the key to use.

::struct::list swap listvar i j

The subcommand exchanges the elements at the indices i and j in the list stored in the variable named by listvar. The list is modified in place, and also returned as the result of the subcommand.

::struct::list firstperm list

This subcommand returns the lexicographically first permutation of the input list.

::struct::list nextperm perm

This subcommand accepts a permutation of a set of elements (provided by perm) and returns the next permutatation in lexicographic sequence.

The algorithm used here is by Donal E. Knuth, see section REFERENCES for details.

::struct::list permutations list

This subcommand returns a list containing all permutations of the input list in lexicographic order.

::struct::list foreachperm var list body

This subcommand executes the script body once for each permutation of the specified list. The permutations are visited in lexicographic order, and the variable var is set to the permutation for which body is currently executed. The result of the loop command is the empty string.

LONGEST COMMON SUBSEQUENCE AND FILE COMPARISON

The longestCommonSubsequence subcommand forms the core of a flexible system for doing differential comparisons of files, similar to the capability offered by the Unix command diff. While this procedure is quite rapid for many tasks of file comparison, its performance degrades severely if sequence2 contains many equal elements (as, for instance, when using this procedure to compare two files, a quarter of whose lines are blank. This drawback is intrinsic to the algorithm used (see the Reference for details).

One approach to dealing with the performance problem that is sometimes effective in practice is arbitrarily to exclude elements that appear more than a certain number of times. This number is provided as the maxOccurs parameter. If frequent lines are excluded in this manner, they will not appear in the common subsequence that is computed; the result will be the longest common subsequence of infrequent elements. The procedure longestCommonSubsequence2 implements this heuristic. It functions as a wrapper around longestCommonSubsequence; it computes the longest common subsequence of infrequent elements, and then subdivides the subsequences that lie between the matches to approximate the true longest common subsequence.

TABLE JOIN

This is an operation from relational algebra for relational databases.

The easiest way to understand the regular inner join is that it creates the cartesian product of all the tables involved first and then keeps only all those rows in the resulting table for which the values in the specified key columns are equal to each other.

Implementing this description naively, i.e. as described above will generate a huge intermediate result. To avoid this the cartesian product and the filtering of row are done at the same time. What is required is a fast way to determine if a key is present in a table. In a true database this is done through indices. Here we use arrays internally.

An outer join is an extension of the inner join for two tables. There are three variants of outerjoins, called left, right, and full outer joins. Their result always contains all rows from an inner join and then some additional rows.

  1. For the left outer join the additional rows are all rows from the left table for which there is no key in the right table. They are joined to an empty row of the right table to fit them into the result.

  2. For the right outer join the additional rows are all rows from the right table for which there is no key in the left table. They are joined to an empty row of the left table to fit them into the result.

  3. The full outer join combines both left and right outer join. In other words, the additional rows are as defined for left outer join, and right outer join, combined.

We extend all the joins from two to n tables (n > 2) by executing

    (...((table1 join table2) join table3) ...) join tableN

Examples for all the joins:

    Inner Join
    {0 foo}              {0 bagel}    {0 foo   0 bagel}
    {1 snarf} inner join {1 snatz}  = {1 snarf 1 snatz}
    {2 blue}             {3 driver}
    Left Outer Join
    {0 foo}                   {0 bagel}    {0 foo   0 bagel}
    {1 snarf} left outer join {1 snatz}  = {1 snarf 1 snatz}
    {2 blue}                  {3 driver}   {2 blue  {} {}}
    Right Outer Join
    {0 foo}                    {0 bagel}    {0 foo   0 bagel}
    {1 snarf} right outer join {1 snatz}  = {1 snarf 1 snatz}
    {2 blue}                   {3 driver}   {{} {}   3 driver}
    Full Outer Join
    {0 foo}                   {0 bagel}    {0 foo   0 bagel}
    {1 snarf} full outer join {1 snatz}  = {1 snarf 1 snatz}
    {2 blue}                  {3 driver}   {2 blue  {} {}}
                                           {{} {}   3 driver}

REFERENCES

  1. J. W. Hunt and M. D. McIlroy, "An algorithm for differential file comparison," Comp. Sci. Tech. Rep. #41, Bell Telephone Laboratories (1976). Available on the Web at the second author's personal site: http://www.cs.dartmouth.edu/~doug/

  2. Donald E. Knuth, "Fascicle 2b of 'The Art of Computer Programming' volume 4". Available on the Web at the author's personal site: http://www-cs-faculty.stanford.edu/~knuth/fasc2b.ps.gz.

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Category

Data structures

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