diff options
| -rw-r--r-- | README | 59 | ||||
| -rw-r--r-- | pbf2db/binarystream.py | 95 | ||||
| -rwxr-xr-x | pbf2db/build_proto.sh | 3 | ||||
| -rw-r--r-- | pbf2db/fileformat.proto | 49 | ||||
| -rw-r--r-- | pbf2db/osmformat.proto | 225 | ||||
| -rwxr-xr-x | pbf2db/pbf2db.py | 44 | ||||
| -rw-r--r-- | src/nodejs/start.js | 105 | ||||
| -rw-r--r-- | src/sql/exampleDatabase.test | 17 | ||||
| -rwxr-xr-x | src/sql/generateData.sh | 18 | ||||
| -rw-r--r-- | src/sql/insert.sql | 600 |
10 files changed, 1215 insertions, 0 deletions
@@ -0,0 +1,59 @@ +=============== +osm@spline Xapi +=============== + +Aim +============ + +We like to rewrite some parts of the XApi needed for our own application. Our +aim is not get a full implementation of the Xapi, but to answer only specific +requests, at low latency. For this subset of Xapi we want completly cover the +original api. + +Requests +============= + +This is a list of example requests, we want to optimize. + +* xapi.spline.de/api/0.6/node[amenity=*] +* xapi.spline.de/api/0.6/node[highway=busstop] +* xapi.spline.de/api/0.6/node[bbox=-6,50,2,61] +* xapi.spline.de/api/0.6/node[amenity=hospital][bbox=-6,50,2,61] + +a more formal description +------------------------- + +We serve the node endpoint, but no others. We implment the tag based filtering, +for only one tag and a bounding box. + +database shema +================ + +We keep data in a highly specioaliced shema, that allows us to prevent tables +growing to big. And supports our requests at maximum speed. + +| CREATE TABLE <tagname>:<tagvalue> ( +| {bigint id} +| {longitude float4}, +| {latitude float4}, +| {object varchar} +| ) PRIMARY KEY id; + +Implmentation +============= + +Teilprobleme: +.............. + +1. Database import + +mögliche Technologien: +* Osmosis- plugin +* selbst in python (Protobuf consumer, async pgsql schreiber) + + +2. Web API +.............. + +mögliche Technologien: +* node.js diff --git a/pbf2db/binarystream.py b/pbf2db/binarystream.py new file mode 100644 index 0000000..e1e0280 --- /dev/null +++ b/pbf2db/binarystream.py @@ -0,0 +1,95 @@ +from struct import * + +class BinaryStream: + def __init__(self, base_stream): + self.base_stream = base_stream + + def readByte(self): + return self.base_stream.read(1) + + def readBytes(self, length): + return self.base_stream.read(length) + + def readChar(self): + return self.unpack('b') + + def readUChar(self): + return self.unpack('B') + + def readBool(self): + return self.unpack('?') + + def readInt16(self): + return self.unpack('h', 2) + + def readUInt16(self): + return self.unpack('H', 2) + + def readInt32(self): + return self.unpack('i', 4) + + def readUInt32(self): + return self.unpack('I', 4) + + def readInt64(self): + return self.unpack('q', 8) + + def readUInt64(self): + return self.unpack('Q', 8) + + def readFloat(self): + return self.unpack('f', 4) + + def readDouble(self): + return self.unpack('d', 8) + + def readString(self): + length = self.readUInt16() + return self.unpack(str(length) + 's', length) + + def writeBytes(self, value): + self.base_stream.write(value) + + def writeChar(self, value): + self.pack('c', value) + + def writeUChar(self, value): + self.pack('C', value) + + def writeBool(self, value): + self.pack('?', value) + + def writeInt16(self, value): + self.pack('h', value) + + def writeUInt16(self, value): + self.pack('H', value) + + def writeInt32(self, value): + self.pack('i', value) + + def writeUInt32(self, value): + self.pack('I', value) + + def writeInt64(self, value): + self.pack('q', value) + + def writeUInt64(self, value): + self.pack('Q', value) + + def writeFloat(self, value): + self.pack('f', value) + + def writeDouble(self, value): + self.pack('d', value) + + def writeString(self, value): + length = len(value) + self.writeUInt16(length) + self.pack(str(length) + 's', value) + + def pack(self, fmt, data): + return self.writeBytes(pack(fmt, data)) + + def unpack(self, fmt, length = 1): + return unpack(fmt, self.readBytes(length))[0] diff --git a/pbf2db/build_proto.sh b/pbf2db/build_proto.sh new file mode 100755 index 0000000..53e9966 --- /dev/null +++ b/pbf2db/build_proto.sh @@ -0,0 +1,3 @@ +#!/bin/sh +protoc --python_out=. fileformat.proto +protoc --python_out=. osmformat.proto diff --git a/pbf2db/fileformat.proto b/pbf2db/fileformat.proto new file mode 100644 index 0000000..f1b540a --- /dev/null +++ b/pbf2db/fileformat.proto @@ -0,0 +1,49 @@ +/** Copyright (c) 2010 Scott A. Crosby. <scott@sacrosby.com> + + This program 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 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 General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see <http://www.gnu.org/licenses/>. + +*/ + +package OSMPBF; + +// +// STORAGE LAYER: Storing primitives. +// + +message Blob { + optional bytes raw = 1; // No compression + optional int32 raw_size = 2; // When compressed, the uncompressed size + + // Possible compressed versions of the data. + optional bytes zlib_data = 3; + + // PROPOSED feature for LZMA compressed data. SUPPORT IS NOT REQUIRED. + optional bytes lzma_data = 4; + + // Formerly used for bzip2 compressed data. Depreciated in 2010. + optional bytes OBSOLETE_bzip2_data = 5 [deprecated=true]; // Don't reuse this tag number. +} + +/* A file contains an sequence of fileblock headers, each prefixed by +their length in network byte order, followed by a data block +containing the actual data. types staring with a "_" are reserved. +*/ + +message BlobHeader { + required string type = 1; + optional bytes indexdata = 2; + required int32 datasize = 3; +} + + diff --git a/pbf2db/osmformat.proto b/pbf2db/osmformat.proto new file mode 100644 index 0000000..eaad195 --- /dev/null +++ b/pbf2db/osmformat.proto @@ -0,0 +1,225 @@ +/** Copyright (c) 2010 Scott A. Crosby. <scott@sacrosby.com> + + This program 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 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 General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see <http://www.gnu.org/licenses/>. + +*/ + +package OSMPBF; + +/* OSM Binary file format + +This is the master schema file of the OSM binary file format. This +file is designed to support limited random-access and future +extendability. + +A binary OSM file consists of a sequence of FileBlocks (please see +fileformat.proto). The first fileblock contains a serialized instance +of HeaderBlock, followed by a sequence of PrimitiveBlock blocks that +contain the primitives. + +Each primitiveblock is designed to be independently parsable. It +contains a string table storing all strings in that block (keys and +values in tags, roles in relations, usernames, etc.) as well as +metadata containing the precision of coordinates or timestamps in that +block. + +A primitiveblock contains a sequence of primitive groups, each +containing primitives of the same type (nodes, densenodes, ways, +relations). Coordinates are stored in signed 64-bit integers. Lat&lon +are measured in units <granularity> nanodegrees. The default of +granularity of 100 nanodegrees corresponds to about 1cm on the ground, +and a full lat or lon fits into 32 bits. + +Converting an integer to a lattitude or longitude uses the formula: +$OUT = IN * granularity / 10**9$. Many encoding schemes use delta +coding when representing nodes and relations. + +*/ + +////////////////////////////////////////////////////////////////////////// +////////////////////////////////////////////////////////////////////////// + +/* Contains the file header. */ + +message HeaderBlock { + optional HeaderBBox bbox = 1; + /* Additional tags to aid in parsing this dataset */ + repeated string required_features = 4; + repeated string optional_features = 5; + + optional string writingprogram = 16; + optional string source = 17; // From the bbox field. +} + + +/** The bounding box field in the OSM header. BBOX, as used in the OSM +header. Units are always in nanodegrees -- they do not obey +granularity rules. */ + +message HeaderBBox { + required sint64 left = 1; + required sint64 right = 2; + required sint64 top = 3; + required sint64 bottom = 4; +} + + +/////////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////////// + + +message PrimitiveBlock { + required StringTable stringtable = 1; + repeated PrimitiveGroup primitivegroup = 2; + + // Granularity, units of nanodegrees, used to store coordinates in this block + optional int32 granularity = 17 [default=100]; + // Offset value between the output coordinates coordinates and the granularity grid in unites of nanodegrees. + optional int64 lat_offset = 19 [default=0]; + optional int64 lon_offset = 20 [default=0]; + +// Granularity of dates, normally represented in units of milliseconds since the 1970 epoch. + optional int32 date_granularity = 18 [default=1000]; + + + // Proposed extension: + //optional BBox bbox = XX; +} + +// Group of OSMPrimitives. All primitives in a group must be the same type. +message PrimitiveGroup { + repeated Node nodes = 1; + optional DenseNodes dense = 2; + repeated Way ways = 3; + repeated Relation relations = 4; + repeated ChangeSet changesets = 5; +} + + +/** String table, contains the common strings in each block. + + Note that we reserve index '0' as a delimiter, so the entry at that + index in the table is ALWAYS blank and unused. + + */ +message StringTable { + repeated bytes s = 1; +} + +/* Optional metadata that may be included into each primitive. */ +message Info { + optional int32 version = 1 [default = -1]; + optional int64 timestamp = 2; + optional int64 changeset = 3; + optional int32 uid = 4; + optional uint32 user_sid = 5; // String IDs +} + +/** Optional metadata that may be included into each primitive. Special dense format used in DenseNodes. */ +message DenseInfo { + repeated int32 version = 1 [packed = true]; + repeated sint64 timestamp = 2 [packed = true]; // DELTA coded + repeated sint64 changeset = 3 [packed = true]; // DELTA coded + repeated sint32 uid = 4 [packed = true]; // DELTA coded + repeated sint32 user_sid = 5 [packed = true]; // String IDs for usernames. DELTA coded +} + + +// THIS IS STUB DESIGN FOR CHANGESETS. NOT USED RIGHT NOW. +// TODO: REMOVE THIS? +message ChangeSet { + required int64 id = 1; +// +// // Parallel arrays. +// repeated uint32 keys = 2 [packed = true]; // String IDs. +// repeated uint32 vals = 3 [packed = true]; // String IDs. +// +// optional Info info = 4; + +// optional int64 created_at = 8; +// optional int64 closetime_delta = 9; +// optional bool open = 10; +// optional HeaderBBox bbox = 11; +} + + +message Node { + required sint64 id = 1; + // Parallel arrays. + repeated uint32 keys = 2 [packed = true]; // String IDs. + repeated uint32 vals = 3 [packed = true]; // String IDs. + + optional Info info = 4; // May be omitted in omitmeta + + required sint64 lat = 8; + required sint64 lon = 9; +} + +/* Used to densly represent a sequence of nodes that do not have any tags. + +We represent these nodes columnwise as five columns: ID's, lats, and +lons, all delta coded. When metadata is not omitted, + +We encode keys & vals for all nodes as a single array of integers +containing key-stringid and val-stringid, using a stringid of 0 as a +delimiter between nodes. + + ( (<keyid> <valid>)* '0' )* + */ + +message DenseNodes { + repeated sint64 id = 1 [packed = true]; // DELTA coded + + //repeated Info info = 4; + optional DenseInfo denseinfo = 5; + + repeated sint64 lat = 8 [packed = true]; // DELTA coded + repeated sint64 lon = 9 [packed = true]; // DELTA coded + + // Special packing of keys and vals into one array. May be empty if all nodes in this block are tagless. + repeated int32 keys_vals = 10 [packed = true]; +} + + +message Way { + required int64 id = 1; + // Parallel arrays. + repeated uint32 keys = 2 [packed = true]; + repeated uint32 vals = 3 [packed = true]; + + optional Info info = 4; + + repeated sint64 refs = 8 [packed = true]; // DELTA coded +} + +message Relation { + enum MemberType { + NODE = 0; + WAY = 1; + RELATION = 2; + } + required int64 id = 1; + + // Parallel arrays. + repeated uint32 keys = 2 [packed = true]; + repeated uint32 vals = 3 [packed = true]; + + optional Info info = 4; + + // Parallel arrays + repeated int32 roles_sid = 8 [packed = true]; + repeated sint64 memids = 9 [packed = true]; // DELTA encoded + repeated MemberType types = 10 [packed = true]; +} + diff --git a/pbf2db/pbf2db.py b/pbf2db/pbf2db.py new file mode 100755 index 0000000..c6089fc --- /dev/null +++ b/pbf2db/pbf2db.py @@ -0,0 +1,44 @@ +#!/usr/bin/python + +import osmformat_pb2 +import fileformat_pb2 +import sys +import socket +import zlib +from binarystream import BinaryStream + + +headerSizeMax = 64 * 1024 +bodySizeMax = 32*1024*1024 + +f = open("berlin.osm.pbf") +stream = BinaryStream(f) +headerSize = socket.ntohl(stream.readUInt32()); + +if headerSizeMax < headerSize: + raise ValueError("Header to long") + +headerbuff = stream.readBytes(headerSize) +blobheader = fileformat_pb2.BlobHeader() +blobheader.ParseFromString(headerbuff) +bodysize = blobheader.datasize + +if bodySizeMax < bodysize: + raise ValueError("Body to fat") + +blobbuff = stream.readBytes(bodysize) +blob = fileformat_pb2.Blob() +blob.ParseFromString(blobbuff) + +if blob.raw != "": + rawstr = blob.raw +else: + rawstr = zlib.decompress(blob.zlib_data) + +headerblock = osmformat_pb2.HeaderBlock() +headerblock.ParseFromString(rawstr) + +print "Source:",headerblock.source +print "Writingprog:",headerblock.writingprogram +print "required features:",headerblock.required_features + diff --git a/src/nodejs/start.js b/src/nodejs/start.js new file mode 100644 index 0000000..b92c757 --- /dev/null +++ b/src/nodejs/start.js @@ -0,0 +1,105 @@ +// imports +var http = require('http'), + querystring = require('querystring'), + pg = require('pg'), + url = require('url'), + querystring = require('querystring'); + +// config +var connectionString = "pg://yves:test@localhost/xapi" + + +function getDataBaseResult(tag,bbox,res){ +pg.connect(connectionString,function(err,client){ + var the_result; + if(err){ + console.log(err); + } else { + client.query(createQuery(tag,bbox),function(err,result){ + if (err) { + console.log(err); + } else { + console.log(result); + res.write(result.rows); + res.end("/n"); + } + + }); + } +}); +} + + +function createQuery(tag,bbox){ + // FIXME: validate + var table = tag[0] + "#" + tag[1]; + var filter = ""; + + // input validation + for(i=0;i<bbox.length;i++){ + bbox[i] = parseFloat(bbox[i]); + } + + if(bbox){ + filter = "WHERE longitude > " + bbox[0] + " AND longitude < " + bbox[1] + + " AND latitude > " + bbox[2] + " AND latitude < " + bbox[3]; + } + return "SELECT * FROM \"" + table + "\" " + filter + ";"; +} + + +RegExp.escape= function(s) { + return s.replace(/[-/\\^$*+?.()|[\]{}]/g, '\\$&') +}; + + +var PATH_PREFIX = '/api/'; +var base_url_re = new RegExp('^' + RegExp.escape(PATH_PREFIX) + + '(node|way|relation|\\*)(.*)$') +var filter_re = /\[(\w+=[^\]]+)\]/g; + + +http.createServer(function (req, res) { + + if (!base_url_re.test(req.url)) { + res.writeHead(404, {'Content-Type': 'text/plain; charset=utf8'}); + res.end('Not Found\n'); + } + base_url_re.exec(req.url); + var type = RegExp.$1, url_rest = querystring.unescape(RegExp.$2); + + var filters = []; + while (v = filter_re.exec(url_rest)) { + filters.push(v[1]); + } + console.log(filters); + + var tag; + var bbox; + + for(i=0;i<filters.length;i++){ + filters[i]=filters[i].split(/=/); + if(filters[i][0]=="bbox"){ + bbox = filters[i][1].split(/,/); + } + else { + tag = filters[i]; + } + } + + console.log(tag); + console.log(bbox); + + getDataBaseResult(tag,bbox,res); + + res.writeHead(200, {'Content-Type': 'text/plain; charset=utf8', }); + + res.write('URL was: ' + req.url + '\n'); + res.write('type: ' + type + '\n'); + res.write('filters:\n'); + filters.forEach(function(x) { res.write(' ' + x + '\n'); }) + //res.end('\n'); + +}).listen(8124, "127.0.0.1"); + +console.log('Listening on http://127.0.0.1:8124/') diff --git a/src/sql/exampleDatabase.test b/src/sql/exampleDatabase.test new file mode 100644 index 0000000..a585ea6 --- /dev/null +++ b/src/sql/exampleDatabase.test @@ -0,0 +1,17 @@ +CREATE TABLE "anamnity#pub" ( + id bigint PRIMARY KEY, + longitude float4, + latitude float4, + object varchar); + +CREATE TABLE "highway#tohell" ( + id bigint PRIMARY KEY, + longitude float4, + latitude float4, + object varchar); + +CREATE TABLE "anamnity#resturant" ( + id bigint PRIMARY KEY, + longitude float4, + latitude float4, + object varchar); diff --git a/src/sql/generateData.sh b/src/sql/generateData.sh new file mode 100755 index 0000000..7c4276e --- /dev/null +++ b/src/sql/generateData.sh @@ -0,0 +1,18 @@ +#! /bin/bash +rm -f insert.sql +touch insert.sql + +for i in `seq 1 100`; do + echo "INSERT INTO \"anamnity#pub\" VALUES + ( $i , $i.5 , $i.7, 'pub nr $i'); " >> insert.sql +done + +for i in `seq 1 100`; do + echo "INSERT INTO \"highway#tohell\" VALUES + ( $i , $i.5 , $i.7, 'highway nr $i'); " >> insert.sql +done + +for i in `seq 1 100`; do + echo "INSERT INTO \"anamnity#resturant\" VALUES + ( $i , $i.5 , $i.7, 'restuarant nr $i'); " >> insert.sql +done diff --git a/src/sql/insert.sql b/src/sql/insert.sql new file mode 100644 index 0000000..737d06f --- /dev/null +++ b/src/sql/insert.sql @@ -0,0 +1,600 @@ +INSERT INTO "anamnity#pub" VALUES + ( 1 , 1.5 , 1.7, 'pub nr 1'); +INSERT INTO "anamnity#pub" VALUES + ( 2 , 2.5 , 2.7, 'pub nr 2'); +INSERT INTO "anamnity#pub" VALUES + ( 3 , 3.5 , 3.7, 'pub nr 3'); +INSERT INTO "anamnity#pub" VALUES + ( 4 , 4.5 , 4.7, 'pub nr 4'); +INSERT INTO "anamnity#pub" VALUES + ( 5 , 5.5 , 5.7, 'pub nr 5'); +INSERT INTO "anamnity#pub" VALUES + ( 6 , 6.5 , 6.7, 'pub nr 6'); +INSERT INTO "anamnity#pub" VALUES + ( 7 , 7.5 , 7.7, 'pub nr 7'); +INSERT INTO "anamnity#pub" VALUES + ( 8 , 8.5 , 8.7, 'pub nr 8'); +INSERT INTO "anamnity#pub" VALUES + ( 9 , 9.5 , 9.7, 'pub nr 9'); +INSERT INTO "anamnity#pub" VALUES + ( 10 , 10.5 , 10.7, 'pub nr 10'); +INSERT INTO "anamnity#pub" VALUES + ( 11 , 11.5 , 11.7, 'pub nr 11'); +INSERT INTO "anamnity#pub" VALUES + ( 12 , 12.5 , 12.7, 'pub nr 12'); +INSERT INTO "anamnity#pub" VALUES + ( 13 , 13.5 , 13.7, 'pub nr 13'); +INSERT INTO "anamnity#pub" VALUES + ( 14 , 14.5 , 14.7, 'pub nr 14'); +INSERT INTO "anamnity#pub" VALUES + ( 15 , 15.5 , 15.7, 'pub nr 15'); +INSERT INTO "anamnity#pub" VALUES + ( 16 , 16.5 , 16.7, 'pub nr 16'); +INSERT INTO "anamnity#pub" VALUES + ( 17 , 17.5 , 17.7, 'pub nr 17'); +INSERT INTO "anamnity#pub" VALUES + ( 18 , 18.5 , 18.7, 'pub nr 18'); +INSERT INTO "anamnity#pub" VALUES + ( 19 , 19.5 , 19.7, 'pub nr 19'); +INSERT INTO "anamnity#pub" VALUES + ( 20 , 20.5 , 20.7, 'pub nr 20'); +INSERT INTO "anamnity#pub" VALUES + ( 21 , 21.5 , 21.7, 'pub nr 21'); +INSERT INTO "anamnity#pub" VALUES + ( 22 , 22.5 , 22.7, 'pub nr 22'); +INSERT INTO "anamnity#pub" VALUES + ( 23 , 23.5 , 23.7, 'pub nr 23'); +INSERT INTO "anamnity#pub" VALUES + ( 24 , 24.5 , 24.7, 'pub nr 24'); +INSERT INTO "anamnity#pub" VALUES + ( 25 , 25.5 , 25.7, 'pub nr 25'); +INSERT INTO "anamnity#pub" VALUES + ( 26 , 26.5 , 26.7, 'pub nr 26'); +INSERT INTO "anamnity#pub" VALUES + ( 27 , 27.5 , 27.7, 'pub nr 27'); +INSERT INTO "anamnity#pub" VALUES + ( 28 , 28.5 , 28.7, 'pub nr 28'); +INSERT INTO "anamnity#pub" VALUES + ( 29 , 29.5 , 29.7, 'pub nr 29'); +INSERT INTO "anamnity#pub" VALUES + ( 30 , 30.5 , 30.7, 'pub nr 30'); +INSERT INTO "anamnity#pub" VALUES + ( 31 , 31.5 , 31.7, 'pub nr 31'); +INSERT INTO "anamnity#pub" VALUES + ( 32 , 32.5 , 32.7, 'pub nr 32'); +INSERT INTO "anamnity#pub" VALUES + ( 33 , 33.5 , 33.7, 'pub nr 33'); +INSERT INTO "anamnity#pub" VALUES + ( 34 , 34.5 , 34.7, 'pub nr 34'); +INSERT INTO "anamnity#pub" VALUES + ( 35 , 35.5 , 35.7, 'pub nr 35'); +INSERT INTO "anamnity#pub" VALUES + ( 36 , 36.5 , 36.7, 'pub nr 36'); +INSERT INTO "anamnity#pub" VALUES + ( 37 , 37.5 , 37.7, 'pub nr 37'); +INSERT INTO "anamnity#pub" VALUES + ( 38 , 38.5 , 38.7, 'pub nr 38'); +INSERT INTO "anamnity#pub" VALUES + ( 39 , 39.5 , 39.7, 'pub nr 39'); +INSERT INTO "anamnity#pub" VALUES + ( 40 , 40.5 , 40.7, 'pub nr 40'); +INSERT INTO "anamnity#pub" VALUES + ( 41 , 41.5 , 41.7, 'pub nr 41'); +INSERT INTO "anamnity#pub" VALUES + ( 42 , 42.5 , 42.7, 'pub nr 42'); +INSERT INTO "anamnity#pub" VALUES + ( 43 , 43.5 , 43.7, 'pub nr 43'); +INSERT INTO "anamnity#pub" VALUES + ( 44 , 44.5 , 44.7, 'pub nr 44'); +INSERT INTO "anamnity#pub" VALUES + ( 45 , 45.5 , 45.7, 'pub nr 45'); +INSERT INTO "anamnity#pub" VALUES + ( 46 , 46.5 , 46.7, 'pub nr 46'); +INSERT INTO "anamnity#pub" VALUES + ( 47 , 47.5 , 47.7, 'pub nr 47'); +INSERT INTO "anamnity#pub" VALUES + ( 48 , 48.5 , 48.7, 'pub nr 48'); +INSERT INTO "anamnity#pub" VALUES + ( 49 , 49.5 , 49.7, 'pub nr 49'); +INSERT INTO "anamnity#pub" VALUES + ( 50 , 50.5 , 50.7, 'pub nr 50'); +INSERT INTO "anamnity#pub" VALUES + ( 51 , 51.5 , 51.7, 'pub nr 51'); +INSERT INTO "anamnity#pub" VALUES + ( 52 , 52.5 , 52.7, 'pub nr 52'); +INSERT INTO "anamnity#pub" VALUES + ( 53 , 53.5 , 53.7, 'pub nr 53'); +INSERT INTO "anamnity#pub" VALUES + ( 54 , 54.5 , 54.7, 'pub nr 54'); +INSERT INTO "anamnity#pub" VALUES + ( 55 , 55.5 , 55.7, 'pub nr 55'); +INSERT INTO "anamnity#pub" VALUES + ( 56 , 56.5 , 56.7, 'pub nr 56'); +INSERT INTO "anamnity#pub" VALUES + ( 57 , 57.5 , 57.7, 'pub nr 57'); +INSERT INTO "anamnity#pub" VALUES + ( 58 , 58.5 , 58.7, 'pub nr 58'); +INSERT INTO "anamnity#pub" VALUES + ( 59 , 59.5 , 59.7, 'pub nr 59'); +INSERT INTO "anamnity#pub" VALUES + ( 60 , 60.5 , 60.7, 'pub nr 60'); +INSERT INTO "anamnity#pub" VALUES + ( 61 , 61.5 , 61.7, 'pub nr 61'); +INSERT INTO "anamnity#pub" VALUES + ( 62 , 62.5 , 62.7, 'pub nr 62'); +INSERT INTO "anamnity#pub" VALUES + ( 63 , 63.5 , 63.7, 'pub nr 63'); +INSERT INTO "anamnity#pub" VALUES + ( 64 , 64.5 , 64.7, 'pub nr 64'); +INSERT INTO "anamnity#pub" VALUES + ( 65 , 65.5 , 65.7, 'pub nr 65'); +INSERT INTO "anamnity#pub" VALUES + ( 66 , 66.5 , 66.7, 'pub nr 66'); +INSERT INTO "anamnity#pub" VALUES + ( 67 , 67.5 , 67.7, 'pub nr 67'); +INSERT INTO "anamnity#pub" VALUES + ( 68 , 68.5 , 68.7, 'pub nr 68'); +INSERT INTO "anamnity#pub" VALUES + ( 69 , 69.5 , 69.7, 'pub nr 69'); +INSERT INTO "anamnity#pub" VALUES + ( 70 , 70.5 , 70.7, 'pub nr 70'); +INSERT INTO "anamnity#pub" VALUES + ( 71 , 71.5 , 71.7, 'pub nr 71'); +INSERT INTO "anamnity#pub" VALUES + ( 72 , 72.5 , 72.7, 'pub nr 72'); +INSERT INTO "anamnity#pub" VALUES + ( 73 , 73.5 , 73.7, 'pub nr 73'); +INSERT INTO "anamnity#pub" VALUES + ( 74 , 74.5 , 74.7, 'pub nr 74'); +INSERT INTO "anamnity#pub" VALUES + ( 75 , 75.5 , 75.7, 'pub nr 75'); +INSERT INTO "anamnity#pub" VALUES + ( 76 , 76.5 , 76.7, 'pub nr 76'); 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