Lines 28-37
use Koha::DateUtils qw( dt_from_string );
Link Here
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use Koha::Hold::HoldsQueueItems; |
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use Koha::Hold::HoldsQueueItems; |
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use Koha::Items; |
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use Koha::Items; |
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use Koha::Libraries; |
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use Koha::Libraries; |
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use Koha::Logger; |
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use Koha::Patrons; |
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use Koha::Patrons; |
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use List::Util qw( shuffle ); |
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use List::Util qw( shuffle ); |
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use List::MoreUtils qw( any ); |
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use List::MoreUtils qw( any ); |
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use Algorithm::Munkres qw(); |
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|
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our (@ISA, @EXPORT_OK); |
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our (@ISA, @EXPORT_OK); |
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BEGIN { |
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BEGIN { |
Lines 393-398
sub _checkHoldPolicy {
Link Here
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|
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|
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} |
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} |
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sub _allocateWithTransportCostMatrix { |
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my ( |
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$hold_requests, $available_items, $branches_to_use, $libraries, $transport_cost_matrix, $allocated_items, |
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$items_by_itemnumber |
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) = @_; |
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|
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my @allocated; |
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|
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my @remaining_items = grep { !exists $allocated_items->{ $_->{itemnumber} } && $_->{holdallowed} ne 'not_allowed'; } |
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@$available_items; |
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|
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my @requests = grep { !defined $_->{itemnumber} } @$hold_requests; |
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my @remaining = (); |
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|
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my $num_agents = scalar(@remaining_items); |
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my $num_tasks = scalar(@requests); |
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|
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return [] if $num_agents == 0 || $num_tasks == 0; |
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|
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if ( $num_tasks > $num_agents ) { |
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@remaining = @requests[ $num_agents - 1 .. $num_tasks - 1 ]; |
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@requests = @requests[ 0 .. $num_agents - 1 ]; |
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$num_tasks = $num_agents; |
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} |
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|
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my @m = map { [ (undef) x $num_tasks ] } ( 1 .. $num_agents ); |
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|
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my $inf = -1; # Initially represent infinity with a negative value. |
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my $max = 0; |
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|
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# If some candidate holds requests cannot be filled and there are |
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# hold requests remaining, we will try again a limited number of |
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# times. |
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# |
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# The limit is chosen arbitrarily and only servers to keep the |
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# asymptotic worst case to O(num_tasksĀ³). |
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my $RETRIES = 8; |
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my $retries = $RETRIES; |
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my $r = 0; |
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|
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RETRY: |
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while (1) { |
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|
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return [] if $num_agents == 0 || $num_tasks == 0; |
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|
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if ( $num_tasks < $num_agents && @remaining ) { |
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# On retry, move tasks from @remaining to @requests up to |
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# the number of agents. |
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my $nr = scalar(@remaining); |
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my $na = $num_agents - $num_tasks; |
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my $nm = $nr < $na ? $nr : $na; |
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push @requests, ( splice @remaining, 0, $nm ); |
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$num_tasks += $nm; |
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} |
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|
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my @candidate_tasks = ( (0) x $num_tasks ); |
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my @candidate_agents = ( (0) x $num_agents ); |
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for ( my $i = 0 ; $i < $num_agents ; $i++ ) { |
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for ( my $j = $r ; $j < $num_tasks ; $j++ ) { |
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my $item = $remaining_items[$i]; |
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my $request = $requests[$j]; |
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|
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my $pickup_branch = $request->{branchcode} || $request->{borrowerbranch}; |
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my $srcbranch = $item->{holdingbranch}; |
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|
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my $cost; |
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|
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$cost = $inf unless _checkHoldPolicy( $item, $request ); |
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$cost = $inf |
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unless $items_by_itemnumber->{ $item->{itemnumber} }->{_object} |
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->can_be_transferred( { to => $libraries->{ $request->{branchcode} } } ); |
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|
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# If hold itemtype is set, item's itemtype must match |
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$cost = $inf unless ( !$request->{itemtype} |
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|| $item->{itype} eq $request->{itemtype} ); |
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|
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# If hold item_group is set, item's item_group must match |
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$cost = $inf |
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unless ( |
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!$request->{item_group_id} |
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|| ( $item->{_object}->item_group |
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&& $item->{_object}->item_group->id eq $request->{item_group_id} ) |
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); |
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|
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if ( !defined $cost ) { |
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my $cell = $transport_cost_matrix->{$pickup_branch}{$srcbranch}; |
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|
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if ( !defined $cell && $pickup_branch eq $srcbranch ) { |
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$cost = 0; |
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} elsif ( !defined $cell || $cell->{disable_transfer} ) { |
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$cost = $inf; |
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} else { |
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$cost = $cell->{cost}; |
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} |
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} |
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|
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$m[$i][$j] = $cost; |
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|
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if ( $cost != $inf ) { |
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# There is at least one possible item in row $i and column $j |
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$candidate_tasks[$j] = 1; |
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$candidate_agents[$i] = 1; |
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} |
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|
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if ( $cost > $max ) { |
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$max = $cost; |
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} |
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} |
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} |
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|
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# Remove any item which have no finite transport cost with respect to any of the hold requests. |
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for ( my $i = 0, my $i0 = 0 ; $i < $num_agents ; $i++ ) { |
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if ( !$candidate_agents[$i] ) { |
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splice @m, $i - $i0, 1; |
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splice @remaining_items, $i - $i0, 1; |
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$i0++; |
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} |
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} |
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$num_agents = scalar(@remaining_items); |
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|
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# Remove any hold request for which there is no finite transport cost item available. |
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my $removed_something = 0; |
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for ( my $j = 0, my $j0 = 0 ; $j < $num_tasks ; $j++ ) { |
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if ( !$candidate_tasks[$j] ) { |
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for ( my $i = 0 ; $i < $num_agents ; $i++ ) { |
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splice @{ $m[$i] }, $j - $j0, 1; |
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} |
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splice @requests, $j - $j0, 1; |
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$j0++; |
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$removed_something = 1; |
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} |
529 |
} |
530 |
$num_tasks = scalar(@requests); |
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|
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if ( $num_agents > $num_tasks && @remaining ) { |
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$r = $num_tasks - 1; |
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next RETRY; |
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} |
536 |
|
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if ( $num_tasks > $num_agents ) { |
538 |
return [] if $num_agents == 0; |
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unshift @remaining, ( splice @requests, $num_agents ); |
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$num_tasks = $num_agents; |
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} |
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return [] if $num_agents == 0 || $num_tasks == 0; |
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# Substitute infinity with a cost that is higher than the total of |
546 |
# any possible assignment. This ensures that any possible |
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# assignment will be selected before any assignment of infinite |
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# cost. Infinite cost assignments can be be filtered out at the |
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# end. |
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$inf = $max * $num_tasks + 1; |
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|
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for ( my $i = 0 ; $i < $num_agents ; $i++ ) { |
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for ( my $j = 0 ; $j < $num_tasks ; $j++ ) { |
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if ( $m[$i][$j] < 0 ) { |
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# Bias towards not allocating items to holds closer to |
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# the end of the queue in the queue if not all holds |
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# can be filled by representing infinity with |
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# different values. |
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$m[$i][$j] = $inf + ( $num_tasks - $j ); |
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} |
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} |
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} |
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|
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my $res = [ (undef) x $num_agents ]; |
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Algorithm::Munkres::assign( \@m, $res ); |
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|
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my @unallocated = (); |
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@allocated = (); |
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for ( my $i = 0 ; $i < $num_agents ; $i++ ) { |
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my $j = $res->[$i]; |
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if ( !defined $j || $j >= $num_tasks ) { |
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# If the algorithm zero-pads the matrix |
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# (Algorithm::Munkres version 0.08) holds may be |
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# allocated to nonexisting items ($j >= 0). We just ignore these. |
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next; |
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} |
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if ( $m[$i][$j] > $max ) { |
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# No finite cost item was assigned to this hold. |
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push @unallocated, $j; |
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} else { |
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my $request = $requests[$j]; |
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my $item = $remaining_items[$i]; |
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push @allocated, [ |
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$item->{itemnumber}, |
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{ |
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borrowernumber => $request->{borrowernumber}, |
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biblionumber => $request->{biblionumber}, |
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holdingbranch => $item->{holdingbranch}, |
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pickup_branch => $request->{branchcode} |
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|| $request->{borrowerbranch}, |
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reserve_id => $request->{reserve_id}, |
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item_level => $request->{item_level_hold}, |
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reservedate => $request->{reservedate}, |
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reservenotes => $request->{reservenotes}, |
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} |
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]; |
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} |
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} |
600 |
|
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if ( $retries-- > 0 && @unallocated && @remaining ) { |
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# Remove the transport cost of unfilled holds and compact the matrix. |
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# Also remove the hold request from the array. |
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my @rs = (); |
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for ( my $i = 0 ; $i < $num_agents ; $i++ ) { |
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my $u = 0; |
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for ( my $j = 0 ; $j < $num_tasks ; $j++ ) { |
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if ( $u < scalar(@unallocated) && $unallocated[$u] == $j ) { |
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$u++; |
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} elsif ( $u > 0 ) { |
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$m[$i][ $j - $u ] = $m[$i][$j]; |
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push @rs, $requests[$j]; |
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} |
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} |
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} |
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@requests = @rs; |
617 |
$num_tasks = scalar(@requests); |
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|
619 |
$r = $num_tasks - 1; |
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} else { |
621 |
if ( $retries == 0 && @unallocated && @remaining ) { |
622 |
Koha::Logger->get->warn( |
623 |
"There are available items that have not been allocated and remaining holds, but we abort trying to fill these after $RETRIES retries." |
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); |
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} |
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last RETRY; |
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} |
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} |
629 |
|
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return \@allocated; |
631 |
} |
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=head2 MapItemsToHoldRequests |
633 |
=head2 MapItemsToHoldRequests |
397 |
|
634 |
|
398 |
my $item_map = MapItemsToHoldRequests($hold_requests, $available_items, $branches, $transport_cost_matrix) |
635 |
my $item_map = MapItemsToHoldRequests($hold_requests, $available_items, $branches, $transport_cost_matrix) |
Lines 539-544
sub MapItemsToHoldRequests {
Link Here
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539 |
} |
776 |
} |
540 |
} |
777 |
} |
541 |
|
778 |
|
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|
779 |
if ( defined $transport_cost_matrix ) { |
780 |
my $allocations = _allocateWithTransportCostMatrix( |
781 |
$hold_requests, $available_items, $branches_to_use, $libraries, |
782 |
$transport_cost_matrix, \%allocated_items, \%items_by_itemnumber |
783 |
); |
784 |
for my $allocation (@$allocations) { |
785 |
$item_map{ $allocation->[0] } = $allocation->[1]; |
786 |
$num_items_remaining--; |
787 |
} |
788 |
return \%item_map; |
789 |
} |
790 |
|
542 |
# group available items by branch |
791 |
# group available items by branch |
543 |
my %items_by_branch = (); |
792 |
my %items_by_branch = (); |
544 |
foreach my $item (@$available_items) { |
793 |
foreach my $item (@$available_items) { |
Lines 569-582
sub MapItemsToHoldRequests {
Link Here
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569 |
my $holding_branch_items = $items_by_branch{$pickup_branch}; |
818 |
my $holding_branch_items = $items_by_branch{$pickup_branch}; |
570 |
if ($holding_branch_items) { |
819 |
if ($holding_branch_items) { |
571 |
$holdingbranch = $pickup_branch; |
820 |
$holdingbranch = $pickup_branch; |
572 |
} elsif ($transport_cost_matrix) { |
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|
573 |
# If there are items available at the pickup branch they will always be the least cost (no transfer needed) so we only check here in the case where there are none |
574 |
$pull_branches = [ keys %items_by_branch ]; |
575 |
$holdingbranch = least_cost_branch( $pickup_branch, $pull_branches, $transport_cost_matrix ); |
576 |
next |
577 |
unless $holdingbranch |
578 |
; # If using the matrix, and nothing is least cost, it means we cannot transfer to the pickup branch for this request |
579 |
$holding_branch_items = $items_by_branch{$holdingbranch}; |
580 |
} |
821 |
} |
581 |
|
822 |
|
582 |
my $priority_branch = C4::Context->preference('HoldsQueuePrioritizeBranch') // 'homebranch'; |
823 |
my $priority_branch = C4::Context->preference('HoldsQueuePrioritizeBranch') // 'homebranch'; |