mapnik/plugins/input/sqlite/sqlite_datasource.cpp

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/*****************************************************************************
*
* This file is part of Mapnik (c++ mapping toolkit)
*
* Copyright (C) 2010 Artem Pavlenko
*
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License, or (at your option) any later version.
*
* This library 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
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this library; if not, write to the Free Software
* Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
*
*****************************************************************************/
// $Id$
#include "sqlite_datasource.hpp"
#include "sqlite_featureset.hpp"
// mapnik
#include <mapnik/ptree_helpers.hpp>
#include <mapnik/sql_utils.hpp>
// to enable extent fallback hack
#include <mapnik/feature_factory.hpp>
// boost
#include <boost/algorithm/string.hpp>
#include <boost/lexical_cast.hpp>
#include <boost/format.hpp>
#include <boost/tokenizer.hpp>
#include <boost/filesystem/operations.hpp>
#include <boost/make_shared.hpp>
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using boost::lexical_cast;
using boost::bad_lexical_cast;
using mapnik::datasource;
using mapnik::parameters;
DATASOURCE_PLUGIN(sqlite_datasource)
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using mapnik::box2d;
using mapnik::coord2d;
using mapnik::query;
using mapnik::featureset_ptr;
using mapnik::layer_descriptor;
using mapnik::attribute_descriptor;
using mapnik::datasource_exception;
sqlite_datasource::sqlite_datasource(parameters const& params, bool bind)
: datasource(params),
extent_(),
extent_initialized_(false),
type_(datasource::Vector),
table_(*params_.get<std::string>("table","")),
fields_(*params_.get<std::string>("fields","*")),
metadata_(*params_.get<std::string>("metadata","")),
geometry_table_(*params_.get<std::string>("geometry_table","")),
geometry_field_(*params_.get<std::string>("geometry_field","")),
index_table_(*params_.get<std::string>("index_table","")),
key_field_(*params_.get<std::string>("key_field","")),
row_offset_(*params_.get<int>("row_offset",0)),
row_limit_(*params_.get<int>("row_limit",0)),
desc_(*params_.get<std::string>("type"), *params_.get<std::string>("encoding","utf-8")),
format_(mapnik::wkbAuto)
{
// TODO
// - change param from 'file' to 'dbname'
// - ensure that the supplied key_field is a valid "integer primary key"
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boost::optional<std::string> file = params_.get<std::string>("file");
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if (!file) throw datasource_exception("Sqlite Plugin: missing <file> parameter");
if (table_.empty())
{
throw mapnik::datasource_exception("Sqlite Plugin: missing <table> parameter");
}
if (bind)
{
this->bind();
}
}
void sqlite_datasource::bind() const
{
if (is_bound_) return;
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boost::optional<std::string> file = params_.get<std::string>("file");
if (! file) throw datasource_exception("Sqlite Plugin: missing <file> parameter");
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// Be careful, automatically using rowid as key field of the table can lead
// to misleading results http://www.gaia-gis.it/spatialite-2.4.0-5/SpatialIndex-Update.pdf
// TODO - We should try to avoid this and eventually force to specify a valid table primary key
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boost::optional<std::string> key_field_name = params_.get<std::string>("key_field");
if (key_field_name)
{
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std::string const& key_field_string = *key_field_name;
if (key_field_string.empty())
{
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key_field_ = "rowid";
}
else
{
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key_field_ = key_field_string;
}
}
else
{
key_field_ = "rowid";
}
boost::optional<std::string> wkb = params_.get<std::string>("wkb_format");
if (wkb)
{
if (*wkb == "spatialite")
format_ = mapnik::wkbSpatiaLite;
else if (*wkb == "generic")
format_ = mapnik::wkbGeneric;
else
format_ = mapnik::wkbAuto;
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}
multiple_geometries_ = *params_.get<mapnik::boolean>("multiple_geometries",false);
use_spatial_index_ = *params_.get<mapnik::boolean>("use_spatial_index",true);
has_spatial_index_ = false;
using_subquery_ = false;
boost::optional<std::string> ext = params_.get<std::string>("extent");
if (ext) extent_initialized_ = extent_.from_string(*ext);
boost::optional<std::string> base = params_.get<std::string>("base");
if (base)
dataset_name_ = *base + "/" + *file;
else
dataset_name_ = *file;
// Populate init_statements_
// 1. Build attach database statements from the "attachdb" parameter
// 2. Add explicit init statements from "initdb" parameter
// Note that we do some extra work to make sure that any attached
// databases are relative to directory containing dataset_name_. Sqlite
// will default to attaching from cwd. Typicaly usage means that the
// map loader will produce full paths here.
boost::optional<std::string> attachdb = params_.get<std::string>("attachdb");
if (attachdb)
{
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parse_attachdb(*attachdb);
}
boost::optional<std::string> initdb = params_.get<std::string>("initdb");
if (initdb)
{
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init_statements_.push_back(*initdb);
}
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if (!boost::filesystem::exists(dataset_name_))
throw datasource_exception("Sqlite Plugin: " + dataset_name_ + " does not exist");
dataset_ = new sqlite_connection (dataset_name_);
// Execute init_statements_
for (std::vector<std::string>::const_iterator iter = init_statements_.begin();
iter!=init_statements_.end(); ++iter)
{
#ifdef MAPNIK_DEBUG
std::clog << "Sqlite Plugin: Execute init sql: " << *iter << std::endl;
#endif
dataset_->execute(*iter);
}
if (geometry_table_.empty())
{
geometry_table_ = mapnik::table_from_sql(table_);
}
// should we deduce column names and types using PRAGMA?
bool use_pragma_table_info = true;
if (table_ != geometry_table_)
{
// if 'table_' is a subquery then we try to deduce names
// and types from the first row returned from that query
using_subquery_ = true;
use_pragma_table_info = false;
}
if (! use_pragma_table_info)
{
std::ostringstream s;
s << "SELECT " << fields_ << " FROM (" << table_ << ") LIMIT 1";
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boost::scoped_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
if (rs->is_valid() && rs->step_next())
{
for (int i = 0; i < rs->column_count (); ++i)
{
const int type_oid = rs->column_type (i);
const char* fld_name = rs->column_name (i);
switch (type_oid)
{
case SQLITE_INTEGER:
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::Integer));
break;
case SQLITE_FLOAT:
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::Double));
break;
case SQLITE_TEXT:
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::String));
break;
case SQLITE_NULL:
// sqlite reports based on value, not actual column type unless
// PRAGMA table_info is used so here we assume the column is a string
// which is a lesser evil than altogether dropping the column
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::String));
case SQLITE_BLOB:
if (geometry_field_.empty()
&& (boost::algorithm::icontains(fld_name, "geom") ||
boost::algorithm::icontains(fld_name, "point") ||
boost::algorithm::icontains(fld_name, "linestring") ||
boost::algorithm::icontains(fld_name, "polygon")))
{
geometry_field_ = std::string(fld_name);
}
break;
default:
#ifdef MAPNIK_DEBUG
std::clog << "Sqlite Plugin: unknown type_oid=" << type_oid << std::endl;
#endif
break;
}
}
}
else
{
// if we do not have at least a row and
// we cannot determine the right columns types and names
// as all column_type are SQLITE_NULL
// so we fallback to using PRAGMA table_info
use_pragma_table_info = true;
}
}
if (key_field_ == "rowid")
desc_.add_descriptor(attribute_descriptor("rowid", mapnik::Integer));
if (use_pragma_table_info)
{
std::ostringstream s;
s << "PRAGMA table_info(" << geometry_table_ << ")";
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boost::scoped_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
bool found_table = false;
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while (rs->is_valid() && rs->step_next())
{
found_table = true;
// TODO - support unicode strings
const char* fld_name = rs->column_text(1);
std::string fld_type(rs->column_text(2));
boost::algorithm::to_lower(fld_type);
// see 2.1 "Column Affinity" at http://www.sqlite.org/datatype3.html
if (geometry_field_.empty()
&& (boost::algorithm::contains(fld_type, "geom") ||
boost::algorithm::contains(fld_type, "point") ||
boost::algorithm::contains(fld_type, "linestring") ||
boost::algorithm::contains(fld_type, "polygon")))
{
geometry_field_ = std::string(fld_name);
}
else if (boost::algorithm::contains(fld_type, "int"))
{
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::Integer));
}
else if (boost::algorithm::contains(fld_type, "text") ||
boost::algorithm::contains(fld_type, "char") ||
boost::algorithm::contains(fld_type, "clob"))
{
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::String));
}
else if (boost::algorithm::contains(fld_type, "real") ||
boost::algorithm::contains(fld_type, "float") ||
boost::algorithm::contains(fld_type, "double"))
{
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::Double));
}
else if (boost::algorithm::contains(fld_type, "blob"))
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{
if (! geometry_field_.empty())
{
desc_.add_descriptor(attribute_descriptor(fld_name, mapnik::String));
}
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}
#ifdef MAPNIK_DEBUG
else
{
// "Column Affinity" says default to "Numeric" but for now we pass..
//desc_.add_descriptor(attribute_descriptor(fld_name,mapnik::Double));
// TODO - this should not fail when we specify geometry_field in XML file
std::clog << "Sqlite Plugin: column '"
<< std::string(fld_name)
<< "' unhandled due to unknown type: "
<< fld_type << std::endl;
}
#endif
}
if (! found_table)
{
std::ostringstream s;
s << "Sqlite Plugin: could not query table '" << geometry_table_ << "' ";
if (using_subquery_)
s << " from subquery '" << table_ << "' ";
s << "using 'PRAGMA table_info(" << geometry_table_ << ")' ";
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std::string sq_err = std::string(sqlite3_errmsg(*(*dataset_)));
if (sq_err != "unknown error")
s << ": " << sq_err;
throw datasource_exception(s.str());
}
}
if (geometry_field_.empty())
{
throw datasource_exception("Sqlite Plugin: cannot detect geometry_field, please supply the name of the geometry_field to use.");
}
if (index_table_.empty())
{
// Generate implicit index_table name - need to do this after
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// we have discovered meta-data or else we don't know the column name
index_table_ = "\"idx_" + mapnik::unquote_sql2(geometry_table_) + "_" + geometry_field_ + "\"";
}
if (use_spatial_index_)
{
std::ostringstream s;
s << "SELECT pkid,xmin,xmax,ymin,ymax FROM " << index_table_;
s << " LIMIT 0";
if (dataset_->execute_with_code(s.str()) == SQLITE_OK)
{
has_spatial_index_ = true;
}
#ifdef MAPNIK_DEBUG
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else
{
std::clog << "SQLite Plugin: rtree index lookup did not succeed: '" << sqlite3_errmsg(*(*dataset_)) << "'\n";
}
#endif
}
if (! metadata_.empty() && ! extent_initialized_)
{
std::ostringstream s;
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s << "SELECT xmin, ymin, xmax, ymax FROM " << metadata_;
s << " WHERE LOWER(f_table_name) = LOWER('" << geometry_table_ << "')";
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boost::scoped_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
if (rs->is_valid() && rs->step_next())
{
double xmin = rs->column_double (0);
double ymin = rs->column_double (1);
double xmax = rs->column_double (2);
double ymax = rs->column_double (3);
extent_.init (xmin,ymin,xmax,ymax);
extent_initialized_ = true;
}
}
if (! extent_initialized_ && has_spatial_index_)
{
std::ostringstream s;
s << "SELECT MIN(xmin), MIN(ymin), MAX(xmax), MAX(ymax) FROM "
<< index_table_;
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boost::scoped_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
if (rs->is_valid() && rs->step_next())
{
if (! rs->column_isnull(0))
{
try
{
double xmin = lexical_cast<double>(rs->column_double(0));
double ymin = lexical_cast<double>(rs->column_double(1));
double xmax = lexical_cast<double>(rs->column_double(2));
double ymax = lexical_cast<double>(rs->column_double(3));
extent_.init (xmin,ymin,xmax,ymax);
extent_initialized_ = true;
}
catch (bad_lexical_cast &ex)
{
std::clog << boost::format("SQLite Plugin: warning: could not determine extent from query: %s\nError was: '%s'\n") % s.str() % ex.what() << std::endl;
}
}
}
}
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#ifdef MAPNIK_DEBUG
if (! has_spatial_index_ && use_spatial_index_ && using_subquery_
&& key_field_ == "rowid" && ! boost::algorithm::icontains(table_, "rowid"))
{
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// this is an impossible situation because rowid will be null via a subquery
std::clog << "Sqlite Plugin: WARNING: spatial index usage will fail because rowid "
<< "is not present in your subquery. You have 4 options: "
<< "1) Add rowid into your select statement, "
<< "2) alias your primary key as rowid, "
<< "3) supply a 'key_field' value that references the primary key of your spatial table, or "
<< "4) avoid using a spatial index by setting 'use_spatial_index'=false" << std::endl;
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}
#endif
// final fallback to gather extent
if (! extent_initialized_ || ! has_spatial_index_)
{
std::ostringstream s;
s << "SELECT " << geometry_field_ << "," << key_field_
<< " FROM " << geometry_table_;
if (row_limit_ > 0)
{
s << " LIMIT " << row_limit_;
}
if (row_offset_ > 0)
{
s << " OFFSET " << row_offset_;
}
#ifdef MAPNIK_DEBUG
std::clog << "Sqlite Plugin: " << s.str() << std::endl;
#endif
boost::shared_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
// spatial index sql
std::ostringstream spatial_index_sql;
spatial_index_sql << "create virtual table " << index_table_
<< " using rtree(pkid, xmin, xmax, ymin, ymax)";
std::ostringstream spatial_index_insert_sql;
spatial_index_insert_sql << "insert into " << index_table_
<< " values (?,?,?,?,?)";
sqlite3_stmt* stmt = 0;
if (use_spatial_index_)
{
dataset_->execute(spatial_index_sql.str());
const int rc = sqlite3_prepare_v2 (*(*dataset_),
spatial_index_insert_sql.str().c_str(),
-1,
&stmt,
0);
if (rc != SQLITE_OK)
{
std::ostringstream index_error;
index_error << "Sqlite Plugin: auto-index table creation failed: '"
<< sqlite3_errmsg(*(*dataset_)) << "' query was: "
<< spatial_index_insert_sql;
throw datasource_exception(index_error.str());
}
}
bool first = true;
while (rs->is_valid() && rs->step_next())
{
int size;
const char* data = (const char *) rs->column_blob (0, size);
if (data)
{
// create a tmp feature to be able to parse geometry
// ideally we would not have to do this.
// see: http://trac.mapnik.org/ticket/745
mapnik::feature_ptr feature(mapnik::feature_factory::create(0));
mapnik::geometry_utils::from_wkb(feature->paths(), data, size, multiple_geometries_, format_);
mapnik::box2d<double> const& bbox = feature->envelope();
if (bbox.valid())
{
extent_initialized_ = true;
if (first)
{
first = false;
extent_ = bbox;
}
else
{
extent_.expand_to_include(bbox);
}
// index creation
if (use_spatial_index_)
{
const int type_oid = rs->column_type(1);
if (type_oid != SQLITE_INTEGER)
{
std::ostringstream type_error;
type_error << "Sqlite Plugin: invalid type for key field '"
<< key_field_ << "' when creating index '" << index_table_
<< "' type was: " << type_oid << "";
throw datasource_exception(type_error.str());
}
const sqlite_int64 pkid = rs->column_integer64(1);
if (sqlite3_bind_int64(stmt, 1, pkid) != SQLITE_OK)
{
throw datasource_exception("invalid value for for key field while generating index");
}
if ((sqlite3_bind_double(stmt, 2, bbox.minx()) != SQLITE_OK) ||
(sqlite3_bind_double(stmt, 3, bbox.maxx()) != SQLITE_OK) ||
(sqlite3_bind_double(stmt, 4, bbox.miny()) != SQLITE_OK) ||
(sqlite3_bind_double(stmt, 5, bbox.maxy()) != SQLITE_OK))
{
throw datasource_exception("invalid value for for extent while generating index");
}
const int res = sqlite3_step(stmt);
if (res != SQLITE_DONE)
{
std::ostringstream s;
s << "SQLite Plugin: inserting bbox into rtree index failed: "
<< "error code " << sqlite3_errcode(*(*dataset_)) << ": '"
<< sqlite3_errmsg(*(*dataset_)) << "' query was: "
<< spatial_index_insert_sql;
throw datasource_exception(s.str());
}
sqlite3_reset(stmt);
}
}
else
{
std::ostringstream index_error;
index_error << "SQLite Plugin: encountered invalid bbox at '"
<< key_field_ << "' == " << rs->column_integer64(1);
throw datasource_exception(index_error.str());
}
}
}
const int res = sqlite3_finalize(stmt);
if (res != SQLITE_OK)
{
throw datasource_exception("auto-indexing failed: set use_spatial_index=false to disable auto-indexing and avoid this error");
}
}
if (! extent_initialized_)
{
std::ostringstream s;
s << "Sqlite Plugin: extent could not be determined for table '"
<< geometry_table_ << "' and geometry field '" << geometry_field_ << "'"
<< " because an rtree spatial index is missing or empty."
<< " - either set the table 'extent' or create an rtree spatial index";
throw datasource_exception(s.str());
}
is_bound_ = true;
}
sqlite_datasource::~sqlite_datasource()
{
if (is_bound_)
{
delete dataset_;
}
}
void sqlite_datasource::parse_attachdb(std::string const& attachdb) const
{
boost::char_separator<char> sep(",");
boost::tokenizer<boost::char_separator<char> > tok(attachdb, sep);
// The attachdb line is a comma sparated list of [dbname@]filename
for (boost::tokenizer<boost::char_separator<char> >::iterator beg = tok.begin();
beg != tok.end(); ++beg)
{
std::string const& spec(*beg);
size_t atpos = spec.find('@');
// See if it contains an @ sign
if (atpos == spec.npos)
{
throw datasource_exception("attachdb parameter has syntax dbname@filename[,...]");
}
// Break out the dbname and the filename
std::string dbname = boost::trim_copy(spec.substr(0, atpos));
std::string filename = boost::trim_copy(spec.substr(atpos + 1));
// Normalize the filename and make it relative to dataset_name_
if (filename.compare(":memory:") != 0)
{
boost::filesystem::path child_path(filename);
// It is a relative path. Fix it.
if (! child_path.has_root_directory() && ! child_path.has_root_name())
{
boost::filesystem::path absolute_path(dataset_name_);
// support symlinks
#if (BOOST_FILESYSTEM_VERSION == 3)
if (boost::filesystem::is_symlink(absolute_path))
{
absolute_path = boost::filesystem::read_symlink(absolute_path);
}
filename = boost::filesystem::absolute(absolute_path.parent_path() / filename).string();
#else
if (boost::filesystem::is_symlink(absolute_path))
{
//cannot figure out how to resolve on in v2 so just print a warning
std::clog << "###Warning: '" << absolute_path.string() << "' is a symlink which is not supported in attachdb\n";
}
filename = boost::filesystem::complete(absolute_path.branch_path() / filename).normalize().string();
#endif
}
}
// And add an init_statement_
init_statements_.push_back("attach database '" + filename + "' as " + dbname);
}
}
std::string sqlite_datasource::name()
{
return "sqlite";
}
int sqlite_datasource::type() const
{
return type_;
}
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box2d<double> sqlite_datasource::envelope() const
{
if (!is_bound_) bind();
return extent_;
}
layer_descriptor sqlite_datasource::get_descriptor() const
{
if (!is_bound_) bind();
return desc_;
}
featureset_ptr sqlite_datasource::features(query const& q) const
{
if (!is_bound_) bind();
if (dataset_)
{
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mapnik::box2d<double> const& e = q.get_bbox();
std::ostringstream s;
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s << "SELECT " << geometry_field_ << "," << key_field_;
std::set<std::string> const& props = q.property_names();
std::set<std::string>::const_iterator pos = props.begin();
std::set<std::string>::const_iterator end = props.end();
while (pos != end)
{
s << ",\"" << *pos << "\"";
++pos;
}
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s << " FROM ";
std::string query (table_);
// TODO
// throw if select * and key_field == rowid?
// or add schema support so sqlite throws
if (has_spatial_index_)
{
// Use rtree to limit record id's to a given bbox
// then a btree to pull the records for those ids.
std::ostringstream spatial_sql;
spatial_sql << std::setprecision(16);
spatial_sql << " WHERE " << key_field_ << " IN (SELECT pkid FROM " << index_table_;
spatial_sql << " WHERE xmax>=" << e.minx() << " AND xmin<=" << e.maxx() ;
spatial_sql << " AND ymax>=" << e.miny() << " AND ymin<=" << e.maxy() << ")";
if (boost::algorithm::ifind_first(query, "WHERE"))
{
boost::algorithm::ireplace_first(query, "WHERE", spatial_sql.str() + " AND ");
}
else if (boost::algorithm::ifind_first(query, geometry_table_))
{
boost::algorithm::ireplace_first(query, table_, table_ + " " + spatial_sql.str());
}
}
s << query ;
if (row_limit_ > 0)
{
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s << " LIMIT " << row_limit_;
}
if (row_offset_ > 0)
{
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s << " OFFSET " << row_offset_;
}
#ifdef MAPNIK_DEBUG
std::clog << "Sqlite Plugin: table: " << table_ << "\n\n";
std::clog << "Sqlite Plugin: query:" << s.str() << "\n\n";
#endif
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boost::shared_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
return boost::make_shared<sqlite_featureset>(rs,
desc_.get_encoding(),
format_,
multiple_geometries_,
using_subquery_);
}
return featureset_ptr();
}
featureset_ptr sqlite_datasource::features_at_point(coord2d const& pt) const
{
if (!is_bound_) bind();
if (dataset_)
{
// TODO - need tolerance
mapnik::box2d<double> const e(pt.x,pt.y,pt.x,pt.y);
std::ostringstream s;
s << "SELECT " << geometry_field_ << "," << key_field_;
std::vector<attribute_descriptor>::const_iterator itr = desc_.get_descriptors().begin();
std::vector<attribute_descriptor>::const_iterator end = desc_.get_descriptors().end();
while (itr != end)
{
std::string fld_name = itr->get_name();
if (fld_name != key_field_)
{
s << ",\"" << itr->get_name() << "\"";
}
++itr;
}
s << " FROM ";
std::string query (table_);
if (has_spatial_index_)
{
std::ostringstream spatial_sql;
spatial_sql << std::setprecision(16);
spatial_sql << " WHERE " << key_field_ << " IN (SELECT pkid FROM " << index_table_;
spatial_sql << " WHERE xmax>=" << e.minx() << " AND xmin<=" << e.maxx() ;
spatial_sql << " AND ymax>=" << e.miny() << " AND ymin<=" << e.maxy() << ")";
if (boost::algorithm::ifind_first(query, "WHERE"))
{
boost::algorithm::ireplace_first(query, "WHERE", spatial_sql.str() + " AND ");
}
else if (boost::algorithm::ifind_first(query, geometry_table_))
{
boost::algorithm::ireplace_first(query, table_, table_ + " " + spatial_sql.str());
}
}
s << query ;
if (row_limit_ > 0)
{
s << " LIMIT " << row_limit_;
}
if (row_offset_ > 0)
{
s << " OFFSET " << row_offset_;
}
#ifdef MAPNIK_DEBUG
std::clog << "Sqlite Plugin: " << s.str() << std::endl;
#endif
2011-09-02 15:50:40 +02:00
boost::shared_ptr<sqlite_resultset> rs(dataset_->execute_query(s.str()));
return boost::make_shared<sqlite_featureset>(rs,
desc_.get_encoding(),
format_,
multiple_geometries_,
using_subquery_);
}
return featureset_ptr();
}