1 files changed, 118 insertions, 0 deletions

diff --git a/contrib/lua-torch/nn/ConcatTable.lua b/contrib/lua-torch/nn/ConcatTable.lua
new file mode 100644
index 000000000..742719344
--- /dev/null
+++ b/contrib/lua-torch/nn/ConcatTable.lua
@@ -0,0 +1,118 @@
+local ConcatTable, parent = torch.class('nn.ConcatTable', 'nn.Container')
+
+function ConcatTable:__init()
+   parent.__init(self)
+   self.modules = {}
+   self.output = {}
+end
+
+function ConcatTable:updateOutput(input)
+   for i=1,#self.modules do
+      self.output[i] = self:rethrowErrors(self.modules[i], i, 'updateOutput', input)
+   end
+   return self.output
+end
+
+local function retable(t1, t2, f)
+   for k, v in ipairs(t2) do
+      if (torch.type(v) == "table") then
+         t1[k] = retable(t1[k] or {}, t2[k], f)
+      else
+         f(t1, k, v)
+      end
+   end
+   for i=#t2+1, #t1 do
+      t1[i] = nil
+   end
+   return t1
+end
+
+local function backward(self, method, input, gradOutput, scale)
+   local isTable = torch.type(input) == 'table'
+   local wasTable = torch.type(self.gradInput) == 'table'
+   if isTable then
+      for i,module in ipairs(self.modules) do
+         local currentGradInput = self:rethrowErrors(module, i, method, input, gradOutput[i], scale)
+         if torch.type(currentGradInput) ~= 'table' then
+            error"currentGradInput is not a table!"
+         end
+         if #input ~= #currentGradInput then
+            error("table size mismatch: "..#input.." ~= "..#currentGradInput)
+         end
+         if i == 1 then
+            self.gradInput = wasTable and self.gradInput or {}
+            retable(self.gradInput, currentGradInput,
+               function(t, k, v)
+                  t[k] = t[k] or v:clone()
+                  t[k]:resize(v:size())
+                  t[k]:copy(v)
+               end
+            )
+         else
+            retable(self.gradInput, currentGradInput,
+               function(t, k, v)
+                  if t[k] then
+                     t[k]:add(v)
+                  else
+                     t[k] = v:clone()
+                  end
+               end
+            )
+         end
+      end
+   else
+      self.gradInput = (not wasTable) and self.gradInput or input:clone()
+      for i,module in ipairs(self.modules) do
+         local currentGradInput = self:rethrowErrors(module, i, method, input, gradOutput[i], scale)
+         if i == 1 then
+            self.gradInput:resize(currentGradInput:size()):copy(currentGradInput)
+         else
+            self.gradInput:add(currentGradInput)
+         end
+      end
+   end
+   return self.gradInput
+end
+
+function ConcatTable:updateGradInput(input, gradOutput)
+   return backward(self, 'updateGradInput', input, gradOutput)
+end
+
+function ConcatTable:backward(input, gradOutput, scale)
+   return backward(self, 'backward', input, gradOutput, scale)
+end
+
+function ConcatTable:accGradParameters(input, gradOutput, scale)
+   scale = scale or 1
+   for i,module in ipairs(self.modules) do
+      self:rethrowErrors(module, i, 'accGradParameters', input, gradOutput[i], scale)
+   end
+end
+
+function ConcatTable:accUpdateGradParameters(input, gradOutput, lr)
+   for i,module in ipairs(self.modules) do
+      self:rethrowErrors(module, i, 'accUpdateGradParameters', input, gradOutput[i], lr)
+   end
+end
+
+function ConcatTable:__tostring__()
+   local tab = '  '
+   local line = '\n'
+   local next = '  |`-> '
+   local lastNext = '   `-> '
+   local ext = '  |    '
+   local extlast = '       '
+   local last = '   ... -> '
+   local str = torch.type(self)
+   str = str .. ' {' .. line .. tab .. 'input'
+   for i=1,#self.modules do
+      if i == #self.modules then
+         str = str .. line .. tab .. lastNext .. '(' .. i .. '): ' .. tostring(self.modules[i]):gsub(line, line .. tab .. extlast)
+      else
+         str = str .. line .. tab .. next .. '(' .. i .. '): ' .. tostring(self.modules[i]):gsub(line, line .. tab .. ext)
+      end
+   end
+   str = str .. line .. tab .. last .. 'output'
+   str = str .. line .. '}'
+   return str
+end

path: root/contrib/lua-torch/nn/ConcatTable.lua

<?php

declare(strict_types=1);

/**
 * @copyright Copyright (c) 2020 Joas Schilling <coding@schilljs.com>
 *
 * @author Joas Schilling <coding@schilljs.com>
 *
 * @license GNU AGPL version 3 or any later version
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Affero General Public License as
 * published by the Free Software Foundation, either version 3 of the
 * License, or (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU Affero General Public License for more details.
 *
 * You should have received a copy of the GNU Affero General Public License
 * along with this program. If not, see <http://www.gnu.org/licenses/>.
 *
 */

namespace OC\Core\Command\Db;

use OC\DB\SchemaWrapper;
use OCP\IDBConnection;
use Symfony\Component\Console\Command\Command;
use Symfony\Component\Console\Input\InputInterface;
use Symfony\Component\Console\Output\OutputInterface;
use Symfony\Component\EventDispatcher\EventDispatcherInterface;
use Symfony\Component\EventDispatcher\GenericEvent;

/**
 * Class AddMissingColumns
 *
 * if you added a new lazy column to the database, this is the right place to add
 * your update routine for existing instances
 *
 * @package OC\Core\Command\Db
 */
class AddMissingColumns extends Command {

	/** @var IDBConnection */
	private $connection;

	/** @var EventDispatcherInterface */
	private $dispatcher;

	public function __construct(IDBConnection $connection, EventDispatcherInterface $dispatcher) {
		parent::__construct();

		$this->connection = $connection;
		$this->dispatcher = $dispatcher;
	}

	protected function configure() {
		$this
			->setName('db:add-missing-columns')
			->setDescription('Add missing optional columns to the database tables');
	}

	protected function execute(InputInterface $input, OutputInterface $output) {
		$this->addCoreColumns($output);

		// Dispatch event so apps can also update columns if needed
		$event = new GenericEvent($output);
		$this->dispatcher->dispatch(IDBConnection::ADD_MISSING_COLUMNS_EVENT, $event);
	}

	/**
	 * add missing indices to the share table
	 *
	 * @param OutputInterface $output
	 * @throws \Doctrine\DBAL\Schema\SchemaException
	 */
	private function addCoreColumns(OutputInterface $output) {
		$output->writeln('<info>Check columns of the comments table.</info>');

		$schema = new SchemaWrapper($this->connection);
		$updated = false;

		if ($schema->hasTable('comments')) {
			$table = $schema->getTable('comments');
			if (!$table->hasColumn('reference_id')) {
				$output->writeln('<info>Adding additional reference_id column to the comments table, this can take some time...</info>');
				$table->addColumn('reference_id', 'string', [
					'notnull' => false,
					'length' => 64,
				]);
				$this->connection->migrateToSchema($schema->getWrappedSchema());
				$updated = true;
				$output->writeln('<info>Comments table updated successfully.</info>');
			}
		}

		if (!$updated) {
			$output->writeln('<info>Done.</info>');
		}
	}
}