Example
// Description: Named Entity Recognizer API usage example.
// Copyright: (C) 2015 EffectiveSoft Ltd. All Rights Reserved.
// Technical support: technical-support@effective-soft.com
// This example requires the libcurl and jsoncpp libraries.
#include <iostream>
#include "curl/curl.h"
#include "json/json.h"
using namespace std;
// possible named entities types
const char* entities_types[] = {"Unknown", "Person", "Organization", "Location", "Title", "Position",
"Age", "Date", "Duration", "Nationality", "Event", "Url", "MiscellaneousLocation"};
// libcurl write callback function
static int writer(char *data, size_t size, size_t nmemb,
std::string *writerData)
{
if (writerData == NULL)
return 0;
writerData->append(data, size*nmemb);
return size * nmemb;
}
// print relations tree
void printTree(Json::Value node, int height)
{
for(unsigned int i = 0; i < height; ++i) std::cout << "\t";
std::cout << node["text"].asString() << "\n";
node = node["children"];
height++;
for (unsigned int j = 0; j < node.size(); ++j)
{
printTree(node[j], height);
}
}
int main(int argc, char* argv[])
{
CURL *curl = NULL;
CURLcode res;
// sample text
char pszText[] = "Eyal Shaked was appointed General Manager of the Optical Networks Division in October 2005.";
// returned data from Intellexer API
std::string results;
// libcurl connection initialization
curl = curl_easy_init();
if (curl == NULL)
{
std::cerr << "Failed to create CURL connection\n";
return EXIT_FAILURE;
}
struct curl_slist *headerlist = NULL;
if(curl)
{
// set the URL for POST request and specify API key for authorization purposes (change YourAPIKey to the Intellexer API key)
curl_easy_setopt(curl, CURLOPT_URL, "http://api.intellexer.com/recognizeNeText?apikey=YourAPIKey&loadNamedEntities=true&loadRelationsTree=true&loadSentences=true");
// set option to the callback function
curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, writer);
// set option for writing received data
curl_easy_setopt(curl, CURLOPT_WRITEDATA, &results);
// specify the POST data
headerlist = curl_slist_append(headerlist, "Content-Type: application/octet-stream");
curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headerlist);
curl_easy_setopt(curl, CURLOPT_POSTFIELDS, pszText);
// perform the request
res = curl_easy_perform(curl);
// error checking
if(res != CURLE_OK)
std::cerr << "curl_easy_perform() failed: " << curl_easy_strerror(res) << "\n";
else
{
// parse JSON results
Json::Value root;
Json::Reader reader;
bool isSuccess = reader.parse(results, root, false);
if (isSuccess)
{
// print information about detected named entities
std::cout <<"Detected Named Entities:\n";
const Json::Value entities = root["entities"];
for(unsigned int i = 0; i < entities.size(); ++i)
{
std::cout <<"\t"<< entities_types[entities[i]["type"].asInt()] << ": " << entities[i]["text"].asString() << "\n";
}
const Json::Value tree = root["relationsTree"];
// print relations tree
std::cout << "\nRelations tree:\n";
printTree(tree, 1);
}
else
{
std::cerr << "JSON parsing error\n";
return EXIT_FAILURE;
}
}
//cleanup
curl_easy_cleanup(curl);
}
//global cleanup
curl_global_cleanup();
return 0;
}
Output
Detected Named Entities:
Person: Eyal Shaked
Organization: Optical Networks Division
Position: General Manager
Date: October 2005
Relations tree:
root: Relations
NE-person: Eyal Shaked
VP: appointed (O-V)
NE-pos: General Manager (POS)
NE-org: Optical Networks Division (of)
NE-date: October 2005 (DATE)