Optimizing Zyte API usage#
Here are some tips to optimize your use of Zyte API:
For real-time scenarios, where a single request is sent at a time, there are a few tips you can follow to improve response times.
When targeting multiple websites at once, sort requests to spread the load.
Sending multiple requests in parallel#
A Zyte API request can take tens of seconds to process. The response time depends on the target website and features used. For example, if you use a browser request, it is common to get a response in 10-30 seconds.
Due to that, if you send requests sequentially, the throughput could be quite low, only a few responses per minute.
To increase the throughput, send many requests in parallel, as shown in the example below.
The number of parallel requests that is optimum for you depends on your
account rate limit and on your target
websites. For example, if your account rate limit is 500 requests per minute,
and the average response time you observe for your websites is 10 seconds, then
to reach your rate limit you may set the number of parallel requests to 84
(ceil(500/60*10)).
If too many requests are being processed in parallel, you will be getting many rate-limiting responses, which you can retry. To maximize efficiency, please use a number of parallel requests that minimizes the number of rate-limiting responses. However, a small percentage of rate-limiting responses is normal and expected if you want to get close to your account rate limit.
For some websites, increasing parallel requests will slow down their responses and/or increase the ratio of unsuccessful responses. Zyte API does its best to prevent these issues, but if you notice this happening to you, please consider decreasing your parallel requests.
Example
Note
Install and configure code example requirements and the Zyte CA certificate to run the example below.
using System.Collections.Generic;
using System.Linq;
using System.Net;
using System.Net.Http;
using System.Text;
using System.Text.Json;
using System.Threading.Tasks;
var urls = new string[2];
urls[0] = "https://books.toscrape.com/catalogue/page-1.html";
urls[1] = "https://books.toscrape.com/catalogue/page-2.html";
var output = new List<HttpResponseMessage>();
var handler = new HttpClientHandler()
{
AutomaticDecompression = DecompressionMethods.All,
MaxConnectionsPerServer = 15
};
var client = new HttpClient(handler);
var apiKey = "YOUR_API_KEY";
var bytes = Encoding.GetEncoding("ISO-8859-1").GetBytes(apiKey + ":");
var auth = System.Convert.ToBase64String(bytes);
client.DefaultRequestHeaders.Add("Authorization", "Basic " + auth);
client.DefaultRequestHeaders.Add("Accept-Encoding", "br, gzip, deflate");
var responseTasks = new List<Task<HttpResponseMessage>>();
foreach (var url in urls)
{
var input = new Dictionary<string, object>(){
{"url", url},
{"browserHtml", true}
};
var inputJson = JsonSerializer.Serialize(input);
var content = new StringContent(inputJson, Encoding.UTF8, "application/json");
var responseTask = client.PostAsync("https://api.zyte.com/v1/extract", content);
responseTasks.Add(responseTask);
}
while (responseTasks.Any())
{
var responseTask = await Task.WhenAny(responseTasks);
responseTasks.Remove(responseTask);
var response = await responseTask;
output.Add(response);
}
input.jsonl#
{"url": "https://books.toscrape.com/catalogue/page-1.html", "browserHtml": true}
{"url": "https://books.toscrape.com/catalogue/page-2.html", "browserHtml": true}
zyte-api --n-conn 15 input.jsonl -o output.jsonl
input.jsonl#
{"url": "https://books.toscrape.com/catalogue/page-1.html", "browserHtml": true}
{"url": "https://books.toscrape.com/catalogue/page-2.html", "browserHtml": true}
cat input.jsonl \
| xargs -P 15 -d\\n -n 1 \
bash -c "
curl \
--user YOUR_API_KEY: \
--header 'Content-Type: application/json' \
--data \"\$0\" \
--compressed \
https://api.zyte.com/v1/extract \
| awk '{print \$1}' \
>> output.jsonl
"
import com.google.common.collect.ImmutableMap;
import com.google.gson.Gson;
import com.google.gson.JsonObject;
import com.google.gson.JsonParser;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Base64;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.Future;
import org.apache.hc.client5.http.async.methods.SimpleHttpRequest;
import org.apache.hc.client5.http.async.methods.SimpleHttpResponse;
import org.apache.hc.client5.http.impl.async.CloseableHttpAsyncClient;
import org.apache.hc.client5.http.impl.async.HttpAsyncClients;
import org.apache.hc.client5.http.impl.nio.PoolingAsyncClientConnectionManager;
import org.apache.hc.client5.http.impl.nio.PoolingAsyncClientConnectionManagerBuilder;
import org.apache.hc.client5.http.ssl.ClientTlsStrategyBuilder;
import org.apache.hc.core5.concurrent.FutureCallback;
import org.apache.hc.core5.http.ContentType;
import org.apache.hc.core5.http.HttpHeaders;
import org.apache.hc.core5.http.ParseException;
import org.apache.hc.core5.http.nio.ssl.TlsStrategy;
import org.apache.hc.core5.reactor.ssl.TlsDetails;
class Example {
private static final String API_KEY = "YOUR_API_KEY";
public static void main(final String[] args)
throws ExecutionException, InterruptedException, IOException, ParseException {
String[] urls = {
"https://books.toscrape.com/catalogue/page-1.html",
"https://books.toscrape.com/catalogue/page-2.html"
};
List<Future> futures = new ArrayList<Future>();
List<String> output = new ArrayList<String>();
int concurrency = 15;
// https://issues.apache.org/jira/browse/HTTPCLIENT-2219
final TlsStrategy tlsStrategy =
ClientTlsStrategyBuilder.create()
.useSystemProperties()
.setTlsDetailsFactory(
sslEngine ->
new TlsDetails(sslEngine.getSession(), sslEngine.getApplicationProtocol()))
.build();
PoolingAsyncClientConnectionManager connectionManager =
PoolingAsyncClientConnectionManagerBuilder.create().setTlsStrategy(tlsStrategy).build();
connectionManager.setMaxTotal(concurrency);
connectionManager.setDefaultMaxPerRoute(concurrency);
CloseableHttpAsyncClient client =
HttpAsyncClients.custom().setConnectionManager(connectionManager).build();
try {
client.start();
for (int i = 0; i < urls.length; i++) {
Map<String, Object> parameters = ImmutableMap.of("url", urls[i], "browserHtml", true);
String requestBody = new Gson().toJson(parameters);
SimpleHttpRequest request =
new SimpleHttpRequest("POST", "https://api.zyte.com/v1/extract");
request.setHeader(HttpHeaders.AUTHORIZATION, buildAuthHeader());
request.setHeader(HttpHeaders.ACCEPT_ENCODING, "gzip, deflate");
request.setBody(requestBody, ContentType.APPLICATION_JSON);
final Future<SimpleHttpResponse> future =
client.execute(
request,
new FutureCallback<SimpleHttpResponse>() {
public void completed(final SimpleHttpResponse response) {
String apiResponse = response.getBodyText();
JsonObject jsonObject = JsonParser.parseString(apiResponse).getAsJsonObject();
String browserHtml = jsonObject.get("browserHtml").getAsString();
output.add(browserHtml);
}
public void failed(final Exception ex) {}
public void cancelled() {}
});
futures.add(future);
}
for (int i = 0; i < futures.size(); i++) {
futures.get(i).get();
}
} finally {
client.close();
}
}
private static String buildAuthHeader() {
String auth = API_KEY + ":";
String encodedAuth = Base64.getEncoder().encodeToString(auth.getBytes());
return "Basic " + encodedAuth;
}
}
const { ConcurrencyManager } = require('axios-concurrency')
const axios = require('axios')
const urls = [
'https://books.toscrape.com/catalogue/page-1.html',
'https://books.toscrape.com/catalogue/page-2.html'
]
const output = []
const client = axios.create()
ConcurrencyManager(client, 15)
Promise.all(
urls.map((url) =>
client.post(
'https://api.zyte.com/v1/extract',
{ url, browserHtml: true },
{
auth: { username: 'YOUR_API_KEY' }
}
).then((response) => output.push(response.data))
)
)
<?php
$urls = [
'https://books.toscrape.com/catalogue/page-1.html',
'https://books.toscrape.com/catalogue/page-2.html',
];
$output = [];
$promises = [];
$client = new GuzzleHttp\Client();
foreach ($urls as $url) {
$options = [
'auth' => ['YOUR_API_KEY', ''],
'headers' => ['Accept-Encoding' => 'gzip'],
'json' => [
'url' => $url,
'browserHtml' => true,
],
];
$request = new \GuzzleHttp\Psr7\Request('POST', 'https://api.zyte.com/v1/extract');
global $promises;
$promises[] = $client->sendAsync($request, $options)->then(function ($response) {
global $output;
$output[] = json_decode($response->getBody());
});
}
foreach ($promises as $promise) {
$promise->wait();
}
import asyncio
import aiohttp
urls = [
"https://books.toscrape.com/catalogue/page-1.html",
"https://books.toscrape.com/catalogue/page-2.html",
]
output = []
async def extract(client, url):
response = await client.post(
"https://api.zyte.com/v1/extract",
json={"url": url, "browserHtml": True},
auth=aiohttp.BasicAuth("YOUR_API_KEY"),
)
output.append(await response.json())
async def main():
connector = aiohttp.TCPConnector(limit_per_host=15)
async with aiohttp.ClientSession(connector=connector) as client:
await asyncio.gather(*[extract(client, url) for url in urls])
asyncio.run(main())
import asyncio
from zyte_api import AsyncZyteAPI
urls = [
"https://books.toscrape.com/catalogue/page-1.html",
"https://books.toscrape.com/catalogue/page-2.html",
]
async def main():
client = AsyncZyteAPI(n_conn=15)
queries = [{"url": url, "browserHtml": True} for url in urls]
async with client.session() as session:
for future in session.iter(queries):
response = await future
print(response)
asyncio.run(main())
from scrapy import Request, Spider
urls = [
"https://books.toscrape.com/catalogue/page-1.html",
"https://books.toscrape.com/catalogue/page-2.html",
]
class ToScrapeSpider(Spider):
name = "toscrape_com"
custom_settings = {
"CONCURRENT_REQUESTS": 15,
"CONCURRENT_REQUESTS_PER_DOMAIN": 15,
}
def start_requests(self):
for url in urls:
yield Request(
url,
meta={
"zyte_api_automap": {
"browserHtml": True,
},
},
)
def parse(self, response):
yield {
"url": response.url,
"browserHtml": response.text,
}
Output:
{"url": "https://books.toscrape.com/catalogue/page-1.html", "statusCode": 200, "browserHtml": "<!DOCTYPE html><!--[if lt IE 7]> <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8 lt-ie7\"> <![endif]--><!--[if IE 7]> <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8\"> <![endif]--><!--[if IE 8]> <html lang=\"en-us\" class=\"no-js lt-ie9\"> <![endif]--><!--[if gt IE 8]><!--><html lang=\"en-us\" class=\"no-js\"><!--<![endif]--><head>\n <title>\n All products | Books to Scrape - Sandbox\n</title>\n\n <meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\">\n <meta name=\"created\" content=\"24th Jun 2016 09:30\">\n <meta name=\"description\" content=\"\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <meta name=\"robots\" content=\"NOARCHIVE,NOCACHE\">\n\n <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->\n <!--[if lt IE 9]>\n <script src=\"//html5shim.googlecode.com/svn/trunk/html5.js\"></script>\n <![endif]-->\n\n \n <link rel=\"shortcut icon\" href=\"../static/oscar/favicon.ico\">\n \n\n \n \n \n \n <link rel=\"stylesheet\" type=\"text/css\" href=\"../static/oscar/css/styles.css\">\n \n <link rel=\"stylesheet\" href=\"../static/oscar/js/bootstrap-datetimepicker/bootstrap-datetimepicker.css\">\n <link rel=\"stylesheet\" type=\"text/css\" href=\"../static/oscar/css/datetimepicker.css\">\n\n\n \n \n\n \n\n \n \n \n\n \n </head>\n\n <body id=\"default\" class=\"default\">\n \n \n \n \n <header class=\"header container-fluid\">\n <div class=\"page_inner\">\n <div class=\"row\">\n <div class=\"col-sm-8 h1\"><a href=\"../index.html\">Books to Scrape</a><small> We love being scraped!</small>\n</div>\n\n \n </div>\n </div>\n </header>\n\n \n \n<div class=\"container-fluid page\">\n <div class=\"page_inner\">\n \n <ul class=\"breadcrumb\">\n <li>\n <a href=\"../index.html\">Home</a>\n </li>\n <li class=\"active\">All products</li>\n </ul>\n\n <div class=\"row\">\n\n <aside class=\"sidebar col-sm-4 col-md-3\">\n \n <div id=\"promotions_left\">\n \n </div>\n \n \n \n \n <div class=\"side_categories\">\n <ul class=\"nav nav-list\">\n \n <li>\n <a href=\"category/books_1/index.html\">\n \n Books\n \n </a>\n\n <ul>\n \n \n <li>\n <a href=\"category/books/travel_2/index.html\">\n \n Travel\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/mystery_3/index.html\">\n \n Mystery\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/historical-fiction_4/index.html\">\n \n Historical Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/sequential-art_5/index.html\">\n \n Sequential Art\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/classics_6/index.html\">\n \n Classics\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/philosophy_7/index.html\">\n \n Philosophy\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/romance_8/index.html\">\n \n Romance\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/womens-fiction_9/index.html\">\n \n Womens Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/fiction_10/index.html\">\n \n Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/childrens_11/index.html\">\n \n Childrens\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/religion_12/index.html\">\n \n Religion\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/nonfiction_13/index.html\">\n \n Nonfiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/music_14/index.html\">\n \n Music\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/default_15/index.html\">\n \n Default\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/science-fiction_16/index.html\">\n \n Science Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/sports-and-games_17/index.html\">\n \n Sports and Games\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/add-a-comment_18/index.html\">\n \n Add a comment\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/fantasy_19/index.html\">\n \n Fantasy\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/new-adult_20/index.html\">\n \n New Adult\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/young-adult_21/index.html\">\n \n Young Adult\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/science_22/index.html\">\n \n Science\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/poetry_23/index.html\">\n \n Poetry\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/paranormal_24/index.html\">\n \n Paranormal\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/art_25/index.html\">\n \n Art\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/psychology_26/index.html\">\n \n Psychology\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/autobiography_27/index.html\">\n \n Autobiography\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/parenting_28/index.html\">\n \n Parenting\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/adult-fiction_29/index.html\">\n \n Adult Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/humor_30/index.html\">\n \n Humor\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/horror_31/index.html\">\n \n Horror\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/history_32/index.html\">\n \n History\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/food-and-drink_33/index.html\">\n \n Food and Drink\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/christian-fiction_34/index.html\">\n \n Christian Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/business_35/index.html\">\n \n Business\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/biography_36/index.html\">\n \n Biography\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/thriller_37/index.html\">\n \n Thriller\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/contemporary_38/index.html\">\n \n Contemporary\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/spirituality_39/index.html\">\n \n Spirituality\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/academic_40/index.html\">\n \n Academic\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/self-help_41/index.html\">\n \n Self Help\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/historical_42/index.html\">\n \n Historical\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/christian_43/index.html\">\n \n Christian\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/suspense_44/index.html\">\n \n Suspense\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/short-stories_45/index.html\">\n \n Short Stories\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/novels_46/index.html\">\n \n Novels\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/health_47/index.html\">\n \n Health\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/politics_48/index.html\">\n \n Politics\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/cultural_49/index.html\">\n \n Cultural\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/erotica_50/index.html\">\n \n Erotica\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/crime_51/index.html\">\n \n Crime\n \n </a>\n\n </li>\n \n </ul></li>\n \n \n </ul>\n </div>\n \n \n\n </aside>\n\n <div class=\"col-sm-8 col-md-9\">\n \n <div class=\"page-header action\">\n <h1>All products</h1>\n </div>\n \n\n \n\n\n\n<div id=\"messages\">\n\n</div>\n\n\n <div id=\"promotions\">\n \n </div>\n\n \n <form method=\"get\" class=\"form-horizontal\">\n \n <div style=\"display:none\">\n \n \n </div>\n\n \n \n \n <strong>1000</strong> results - showing <strong>1</strong> to <strong>20</strong>.\n \n \n \n \n </form>\n \n <section>\n <div class=\"alert alert-warning\" role=\"alert\"><strong>Warning!</strong> This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.</div>\n\n <div>\n <ol class=\"row\">\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"a-light-in-the-attic_1000/index.html\"><img src=\"../media/cache/2c/da/2cdad67c44b002e7ead0cc35693c0e8b.jpg\" alt=\"A Light in the Attic\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"a-light-in-the-attic_1000/index.html\" title=\"A Light in the Attic\">A Light in the ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£51.77</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"tipping-the-velvet_999/index.html\"><img src=\"../media/cache/26/0c/260c6ae16bce31c8f8c95daddd9f4a1c.jpg\" alt=\"Tipping the Velvet\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"tipping-the-velvet_999/index.html\" title=\"Tipping the Velvet\">Tipping the Velvet</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£53.74</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"soumission_998/index.html\"><img src=\"../media/cache/3e/ef/3eef99c9d9adef34639f510662022830.jpg\" alt=\"Soumission\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"soumission_998/index.html\" title=\"Soumission\">Soumission</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£50.10</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"sharp-objects_997/index.html\"><img src=\"../media/cache/32/51/3251cf3a3412f53f339e42cac2134093.jpg\" alt=\"Sharp Objects\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"sharp-objects_997/index.html\" title=\"Sharp Objects\">Sharp Objects</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£47.82</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"sapiens-a-brief-history-of-humankind_996/index.html\"><img src=\"../media/cache/be/a5/bea5697f2534a2f86a3ef27b5a8c12a6.jpg\" alt=\"Sapiens: A Brief History of Humankind\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"sapiens-a-brief-history-of-humankind_996/index.html\" title=\"Sapiens: A Brief History of Humankind\">Sapiens: A Brief History ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£54.23</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-requiem-red_995/index.html\"><img src=\"../media/cache/68/33/68339b4c9bc034267e1da611ab3b34f8.jpg\" alt=\"The Requiem Red\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-requiem-red_995/index.html\" title=\"The Requiem Red\">The Requiem Red</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£22.65</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-dirty-little-secrets-of-getting-your-dream-job_994/index.html\"><img src=\"../media/cache/92/27/92274a95b7c251fea59a2b8a78275ab4.jpg\" alt=\"The Dirty Little Secrets of Getting Your Dream Job\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-dirty-little-secrets-of-getting-your-dream-job_994/index.html\" title=\"The Dirty Little Secrets of Getting Your Dream Job\">The Dirty Little Secrets ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£33.34</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-coming-woman-a-novel-based-on-the-life-of-the-infamous-feminist-victoria-woodhull_993/index.html\"><img src=\"../media/cache/3d/54/3d54940e57e662c4dd1f3ff00c78cc64.jpg\" alt=\"The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-coming-woman-a-novel-based-on-the-life-of-the-infamous-feminist-victoria-woodhull_993/index.html\" title=\"The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull\">The Coming Woman: A ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£17.93</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-boys-in-the-boat-nine-americans-and-their-epic-quest-for-gold-at-the-1936-berlin-olympics_992/index.html\"><img src=\"../media/cache/66/88/66883b91f6804b2323c8369331cb7dd1.jpg\" alt=\"The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-boys-in-the-boat-nine-americans-and-their-epic-quest-for-gold-at-the-1936-berlin-olympics_992/index.html\" title=\"The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics\">The Boys in the ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£22.60</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-black-maria_991/index.html\"><img src=\"../media/cache/58/46/5846057e28022268153beff6d352b06c.jpg\" alt=\"The Black Maria\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-black-maria_991/index.html\" title=\"The Black Maria\">The Black Maria</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£52.15</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"starving-hearts-triangular-trade-trilogy-1_990/index.html\"><img src=\"../media/cache/be/f4/bef44da28c98f905a3ebec0b87be8530.jpg\" alt=\"Starving Hearts (Triangular Trade Trilogy, #1)\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"starving-hearts-triangular-trade-trilogy-1_990/index.html\" title=\"Starving Hearts (Triangular Trade Trilogy, #1)\">Starving Hearts (Triangular Trade ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£13.99</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"shakespeares-sonnets_989/index.html\"><img src=\"../media/cache/10/48/1048f63d3b5061cd2f424d20b3f9b666.jpg\" alt=\"Shakespeare's Sonnets\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"shakespeares-sonnets_989/index.html\" title=\"Shakespeare's Sonnets\">Shakespeare's Sonnets</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£20.66</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"set-me-free_988/index.html\"><img src=\"../media/cache/5b/88/5b88c52633f53cacf162c15f4f823153.jpg\" alt=\"Set Me Free\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"set-me-free_988/index.html\" title=\"Set Me Free\">Set Me Free</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£17.46</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"scott-pilgrims-precious-little-life-scott-pilgrim-1_987/index.html\"><img src=\"../media/cache/94/b1/94b1b8b244bce9677c2f29ccc890d4d2.jpg\" alt=\"Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"scott-pilgrims-precious-little-life-scott-pilgrim-1_987/index.html\" title=\"Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)\">Scott Pilgrim's Precious Little ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£52.29</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"rip-it-up-and-start-again_986/index.html\"><img src=\"../media/cache/81/c4/81c4a973364e17d01f217e1188253d5e.jpg\" alt=\"Rip it Up and Start Again\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"rip-it-up-and-start-again_986/index.html\" title=\"Rip it Up and Start Again\">Rip it Up and ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£35.02</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"our-band-could-be-your-life-scenes-from-the-american-indie-underground-1981-1991_985/index.html\"><img src=\"../media/cache/54/60/54607fe8945897cdcced0044103b10b6.jpg\" alt=\"Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"our-band-could-be-your-life-scenes-from-the-american-indie-underground-1981-1991_985/index.html\" title=\"Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991\">Our Band Could Be ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£57.25</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"olio_984/index.html\"><img src=\"../media/cache/55/33/553310a7162dfbc2c6d19a84da0df9e1.jpg\" alt=\"Olio\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"olio_984/index.html\" title=\"Olio\">Olio</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£23.88</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"mesaerion-the-best-science-fiction-stories-1800-1849_983/index.html\"><img src=\"../media/cache/09/a3/09a3aef48557576e1a85ba7efea8ecb7.jpg\" alt=\"Mesaerion: The Best Science Fiction Stories 1800-1849\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"mesaerion-the-best-science-fiction-stories-1800-1849_983/index.html\" title=\"Mesaerion: The Best Science Fiction Stories 1800-1849\">Mesaerion: The Best Science ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£37.59</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"libertarianism-for-beginners_982/index.html\"><img src=\"../media/cache/0b/bc/0bbcd0a6f4bcd81ccb1049a52736406e.jpg\" alt=\"Libertarianism for Beginners\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"libertarianism-for-beginners_982/index.html\" title=\"Libertarianism for Beginners\">Libertarianism for Beginners</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£51.33</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"its-only-the-himalayas_981/index.html\"><img src=\"../media/cache/27/a5/27a53d0bb95bdd88288eaf66c9230d7e.jpg\" alt=\"It's Only the Himalayas\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"its-only-the-himalayas_981/index.html\" title=\"It's Only the Himalayas\">It's Only the Himalayas</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£45.17</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n </ol>\n \n\n\n\n <div>\n <ul class=\"pager\">\n \n <li class=\"current\">\n \n Page 1 of 50\n \n </li>\n \n <li class=\"next\"><a href=\"page-2.html\">next</a></li>\n \n </ul>\n </div>\n\n\n </div>\n </section>\n \n\n\n </div>\n\n </div><!-- /row -->\n </div><!-- /page_inner -->\n</div><!-- /container-fluid -->\n\n\n \n<footer class=\"footer container-fluid\">\n \n \n \n</footer>\n\n\n \n \n \n <!-- jQuery -->\n <script src=\"http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/jquery.min.js\"></script>\n <script>window.jQuery || document.write('<script src=\"../static/oscar/js/jquery/jquery-1.9.1.min.js\"><\\/script>')</script><script src=\"../static/oscar/js/jquery/jquery-1.9.1.min.js\"></script>\n \n \n\n\n \n \n \n \n <!-- Twitter Bootstrap -->\n <script type=\"text/javascript\" src=\"../static/oscar/js/bootstrap3/bootstrap.min.js\"></script>\n <!-- Oscar -->\n <script src=\"../static/oscar/js/oscar/ui.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n\n <script src=\"../static/oscar/js/bootstrap-datetimepicker/bootstrap-datetimepicker.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n <script src=\"../static/oscar/js/bootstrap-datetimepicker/locales/bootstrap-datetimepicker.all.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n\n\n \n \n \n\n \n\n\n \n <script type=\"text/javascript\">\n $(function() {\n \n \n \n oscar.init();\n\n oscar.search.init();\n\n });\n </script>\n\n \n <!-- Version: N/A -->\n \n \n\n</body></html>", "echoData": "https://books.toscrape.com/catalogue/page-1.html"}
{"url": "https://books.toscrape.com/catalogue/page-2.html", "statusCode": 200, "browserHtml": "<!DOCTYPE html><!--[if lt IE 7]> <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8 lt-ie7\"> <![endif]--><!--[if IE 7]> <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8\"> <![endif]--><!--[if IE 8]> <html lang=\"en-us\" class=\"no-js lt-ie9\"> <![endif]--><!--[if gt IE 8]><!--><html lang=\"en-us\" class=\"no-js\"><!--<![endif]--><head>\n <title>\n All products | Books to Scrape - Sandbox\n</title>\n\n <meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\">\n <meta name=\"created\" content=\"24th Jun 2016 09:29\">\n <meta name=\"description\" content=\"\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <meta name=\"robots\" content=\"NOARCHIVE,NOCACHE\">\n\n <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->\n <!--[if lt IE 9]>\n <script src=\"//html5shim.googlecode.com/svn/trunk/html5.js\"></script>\n <![endif]-->\n\n \n <link rel=\"shortcut icon\" href=\"../static/oscar/favicon.ico\">\n \n\n \n \n \n \n <link rel=\"stylesheet\" type=\"text/css\" href=\"../static/oscar/css/styles.css\">\n \n <link rel=\"stylesheet\" href=\"../static/oscar/js/bootstrap-datetimepicker/bootstrap-datetimepicker.css\">\n <link rel=\"stylesheet\" type=\"text/css\" href=\"../static/oscar/css/datetimepicker.css\">\n\n\n \n \n\n \n\n \n \n \n\n \n </head>\n\n <body id=\"default\" class=\"default\">\n \n \n \n \n <header class=\"header container-fluid\">\n <div class=\"page_inner\">\n <div class=\"row\">\n <div class=\"col-sm-8 h1\"><a href=\"../index.html\">Books to Scrape</a><small> We love being scraped!</small>\n</div>\n\n \n </div>\n </div>\n </header>\n\n \n \n<div class=\"container-fluid page\">\n <div class=\"page_inner\">\n \n <ul class=\"breadcrumb\">\n <li>\n <a href=\"../index.html\">Home</a>\n </li>\n <li class=\"active\">All products</li>\n </ul>\n\n <div class=\"row\">\n\n <aside class=\"sidebar col-sm-4 col-md-3\">\n \n <div id=\"promotions_left\">\n \n </div>\n \n \n \n \n <div class=\"side_categories\">\n <ul class=\"nav nav-list\">\n \n <li>\n <a href=\"category/books_1/index.html\">\n \n Books\n \n </a>\n\n <ul>\n \n \n <li>\n <a href=\"category/books/travel_2/index.html\">\n \n Travel\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/mystery_3/index.html\">\n \n Mystery\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/historical-fiction_4/index.html\">\n \n Historical Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/sequential-art_5/index.html\">\n \n Sequential Art\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/classics_6/index.html\">\n \n Classics\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/philosophy_7/index.html\">\n \n Philosophy\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/romance_8/index.html\">\n \n Romance\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/womens-fiction_9/index.html\">\n \n Womens Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/fiction_10/index.html\">\n \n Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/childrens_11/index.html\">\n \n Childrens\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/religion_12/index.html\">\n \n Religion\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/nonfiction_13/index.html\">\n \n Nonfiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/music_14/index.html\">\n \n Music\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/default_15/index.html\">\n \n Default\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/science-fiction_16/index.html\">\n \n Science Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/sports-and-games_17/index.html\">\n \n Sports and Games\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/add-a-comment_18/index.html\">\n \n Add a comment\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/fantasy_19/index.html\">\n \n Fantasy\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/new-adult_20/index.html\">\n \n New Adult\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/young-adult_21/index.html\">\n \n Young Adult\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/science_22/index.html\">\n \n Science\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/poetry_23/index.html\">\n \n Poetry\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/paranormal_24/index.html\">\n \n Paranormal\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/art_25/index.html\">\n \n Art\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/psychology_26/index.html\">\n \n Psychology\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/autobiography_27/index.html\">\n \n Autobiography\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/parenting_28/index.html\">\n \n Parenting\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/adult-fiction_29/index.html\">\n \n Adult Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/humor_30/index.html\">\n \n Humor\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/horror_31/index.html\">\n \n Horror\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/history_32/index.html\">\n \n History\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/food-and-drink_33/index.html\">\n \n Food and Drink\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/christian-fiction_34/index.html\">\n \n Christian Fiction\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/business_35/index.html\">\n \n Business\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/biography_36/index.html\">\n \n Biography\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/thriller_37/index.html\">\n \n Thriller\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/contemporary_38/index.html\">\n \n Contemporary\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/spirituality_39/index.html\">\n \n Spirituality\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/academic_40/index.html\">\n \n Academic\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/self-help_41/index.html\">\n \n Self Help\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/historical_42/index.html\">\n \n Historical\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/christian_43/index.html\">\n \n Christian\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/suspense_44/index.html\">\n \n Suspense\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/short-stories_45/index.html\">\n \n Short Stories\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/novels_46/index.html\">\n \n Novels\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/health_47/index.html\">\n \n Health\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/politics_48/index.html\">\n \n Politics\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/cultural_49/index.html\">\n \n Cultural\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/erotica_50/index.html\">\n \n Erotica\n \n </a>\n\n </li>\n \n \n <li>\n <a href=\"category/books/crime_51/index.html\">\n \n Crime\n \n </a>\n\n </li>\n \n </ul></li>\n \n \n </ul>\n </div>\n \n \n\n </aside>\n\n <div class=\"col-sm-8 col-md-9\">\n \n <div class=\"page-header action\">\n <h1>All products</h1>\n </div>\n \n\n \n\n\n\n<div id=\"messages\">\n\n</div>\n\n\n <div id=\"promotions\">\n \n </div>\n\n \n <form method=\"get\" class=\"form-horizontal\">\n \n <div style=\"display:none\">\n \n \n </div>\n\n \n \n \n <strong>1000</strong> results - showing <strong>21</strong> to <strong>40</strong>.\n \n \n \n \n </form>\n \n <section>\n <div class=\"alert alert-warning\" role=\"alert\"><strong>Warning!</strong> This is a demo website for web scraping purposes. Prices and ratings here were randomly assigned and have no real meaning.</div>\n\n <div>\n <ol class=\"row\">\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"in-her-wake_980/index.html\"><img src=\"../media/cache/5d/72/5d72709c6a7a9584a4d1cf07648bfce1.jpg\" alt=\"In Her Wake\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"in-her-wake_980/index.html\" title=\"In Her Wake\">In Her Wake</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£12.84</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"how-music-works_979/index.html\"><img src=\"../media/cache/5c/c8/5cc8e107246cb478960d4f0aba1e1c8e.jpg\" alt=\"How Music Works\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"how-music-works_979/index.html\" title=\"How Music Works\">How Music Works</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£37.32</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"foolproof-preserving-a-guide-to-small-batch-jams-jellies-pickles-condiments-and-more-a-foolproof-guide-to-making-small-batch-jams-jellies-pickles-condiments-and-more_978/index.html\"><img src=\"../media/cache/9f/59/9f59f01fa916a7bb8f0b28a4012179a4.jpg\" alt=\"Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"foolproof-preserving-a-guide-to-small-batch-jams-jellies-pickles-condiments-and-more-a-foolproof-guide-to-making-small-batch-jams-jellies-pickles-condiments-and-more_978/index.html\" title=\"Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More\">Foolproof Preserving: A Guide ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£30.52</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"chase-me-paris-nights-2_977/index.html\"><img src=\"../media/cache/9c/2e/9c2e0eb8866b8e3f3b768994fd3d1c1a.jpg\" alt=\"Chase Me (Paris Nights #2)\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"chase-me-paris-nights-2_977/index.html\" title=\"Chase Me (Paris Nights #2)\">Chase Me (Paris Nights ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£25.27</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"black-dust_976/index.html\"><img src=\"../media/cache/44/cc/44ccc99c8f82c33d4f9d2afa4ef25787.jpg\" alt=\"Black Dust\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"black-dust_976/index.html\" title=\"Black Dust\">Black Dust</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£34.53</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"birdsong-a-story-in-pictures_975/index.html\"><img src=\"../media/cache/af/6e/af6e796160fe63e0cf19d44395c7ddf2.jpg\" alt=\"Birdsong: A Story in Pictures\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"birdsong-a-story-in-pictures_975/index.html\" title=\"Birdsong: A Story in Pictures\">Birdsong: A Story in ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£54.64</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"americas-cradle-of-quarterbacks-western-pennsylvanias-football-factory-from-johnny-unitas-to-joe-montana_974/index.html\"><img src=\"../media/cache/ef/0b/ef0bed08de4e083dba5e20fdb98d9c36.jpg\" alt=\"America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"americas-cradle-of-quarterbacks-western-pennsylvanias-football-factory-from-johnny-unitas-to-joe-montana_974/index.html\" title=\"America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana\">America's Cradle of Quarterbacks: ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£22.50</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"aladdin-and-his-wonderful-lamp_973/index.html\"><img src=\"../media/cache/d6/da/d6da0371958068bbaf39ea9c174275cd.jpg\" alt=\"Aladdin and His Wonderful Lamp\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"aladdin-and-his-wonderful-lamp_973/index.html\" title=\"Aladdin and His Wonderful Lamp\">Aladdin and His Wonderful ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£53.13</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"worlds-elsewhere-journeys-around-shakespeares-globe_972/index.html\"><img src=\"../media/cache/2e/98/2e98c332bf8563b584784971541c4445.jpg\" alt=\"Worlds Elsewhere: Journeys Around Shakespeare’s Globe\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"worlds-elsewhere-journeys-around-shakespeares-globe_972/index.html\" title=\"Worlds Elsewhere: Journeys Around Shakespeare’s Globe\">Worlds Elsewhere: Journeys Around ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£40.30</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"wall-and-piece_971/index.html\"><img src=\"../media/cache/a5/41/a5416b9646aaa7287baa287ec2590270.jpg\" alt=\"Wall and Piece\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"wall-and-piece_971/index.html\" title=\"Wall and Piece\">Wall and Piece</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£44.18</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-four-agreements-a-practical-guide-to-personal-freedom_970/index.html\"><img src=\"../media/cache/0f/7e/0f7ee69495c0df1d35723f012624a9f8.jpg\" alt=\"The Four Agreements: A Practical Guide to Personal Freedom\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-four-agreements-a-practical-guide-to-personal-freedom_970/index.html\" title=\"The Four Agreements: A Practical Guide to Personal Freedom\">The Four Agreements: A ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£17.66</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-five-love-languages-how-to-express-heartfelt-commitment-to-your-mate_969/index.html\"><img src=\"../media/cache/38/c5/38c56fba316c07305643a8065269594e.jpg\" alt=\"The Five Love Languages: How to Express Heartfelt Commitment to Your Mate\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-five-love-languages-how-to-express-heartfelt-commitment-to-your-mate_969/index.html\" title=\"The Five Love Languages: How to Express Heartfelt Commitment to Your Mate\">The Five Love Languages: ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£31.05</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-elephant-tree_968/index.html\"><img src=\"../media/cache/5d/7e/5d7ecde8e81513eba8a64c9fe000744b.jpg\" alt=\"The Elephant Tree\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-elephant-tree_968/index.html\" title=\"The Elephant Tree\">The Elephant Tree</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£23.82</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"the-bear-and-the-piano_967/index.html\"><img src=\"../media/cache/cf/bb/cfbb5e62715c6d888fd07794c9bab5d6.jpg\" alt=\"The Bear and the Piano\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"the-bear-and-the-piano_967/index.html\" title=\"The Bear and the Piano\">The Bear and the ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£36.89</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"sophies-world_966/index.html\"><img src=\"../media/cache/65/71/6571919836ec51ed54f0050c31d8a0cd.jpg\" alt=\"Sophie's World\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Five\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"sophies-world_966/index.html\" title=\"Sophie's World\">Sophie's World</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£15.94</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"penny-maybe_965/index.html\"><img src=\"../media/cache/12/53/1253c21c5ef3c6d075c5fa3f5fecee6a.jpg\" alt=\"Penny Maybe\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Three\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"penny-maybe_965/index.html\" title=\"Penny Maybe\">Penny Maybe</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£33.29</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"maude-1883-1993she-grew-up-with-the-country_964/index.html\"><img src=\"../media/cache/f5/88/f5889d038f5d8e949b494d147c2dcf54.jpg\" alt=\"Maude (1883-1993):She Grew Up with the country\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"maude-1883-1993she-grew-up-with-the-country_964/index.html\" title=\"Maude (1883-1993):She Grew Up with the country\">Maude (1883-1993):She Grew Up ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£18.02</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"in-a-dark-dark-wood_963/index.html\"><img src=\"../media/cache/23/85/238570a1c284e730dbc737a7e631ae2b.jpg\" alt=\"In a Dark, Dark Wood\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating One\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"in-a-dark-dark-wood_963/index.html\" title=\"In a Dark, Dark Wood\">In a Dark, Dark ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£19.63</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"behind-closed-doors_962/index.html\"><img src=\"../media/cache/e1/5c/e15c289ba58cea38519e1281e859f0c1.jpg\" alt=\"Behind Closed Doors\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Four\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"behind-closed-doors_962/index.html\" title=\"Behind Closed Doors\">Behind Closed Doors</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£52.22</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n <li class=\"col-xs-6 col-sm-4 col-md-3 col-lg-3\">\n\n\n\n\n\n\n <article class=\"product_pod\">\n \n <div class=\"image_container\">\n \n \n <a href=\"you-cant-bury-them-all-poems_961/index.html\"><img src=\"../media/cache/e9/20/e9203b733126c4a0832a1c7885dc27cf.jpg\" alt=\"You can't bury them all: Poems\" class=\"thumbnail\"></a>\n \n \n </div>\n \n\n \n \n <p class=\"star-rating Two\">\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n <i class=\"icon-star\"></i>\n </p>\n \n \n\n \n <h3><a href=\"you-cant-bury-them-all-poems_961/index.html\" title=\"You can't bury them all: Poems\">You can't bury them ...</a></h3>\n \n\n \n <div class=\"product_price\">\n \n\n\n\n\n\n\n \n <p class=\"price_color\">£33.63</p>\n \n\n<p class=\"instock availability\">\n <i class=\"icon-ok\"></i>\n \n In stock\n \n</p>\n\n \n \n\n\n\n\n\n\n \n <form>\n <button type=\"submit\" class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\">Add to basket</button>\n </form>\n\n\n \n </div>\n \n </article>\n\n</li>\n \n </ol>\n \n\n\n\n <div>\n <ul class=\"pager\">\n \n <li class=\"previous\"><a href=\"page-1.html\">previous</a></li>\n \n <li class=\"current\">\n \n Page 2 of 50\n \n </li>\n \n <li class=\"next\"><a href=\"page-3.html\">next</a></li>\n \n </ul>\n </div>\n\n\n </div>\n </section>\n \n\n\n </div>\n\n </div><!-- /row -->\n </div><!-- /page_inner -->\n</div><!-- /container-fluid -->\n\n\n \n<footer class=\"footer container-fluid\">\n \n \n \n</footer>\n\n\n \n \n \n <!-- jQuery -->\n <script src=\"http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/jquery.min.js\"></script>\n <script>window.jQuery || document.write('<script src=\"../static/oscar/js/jquery/jquery-1.9.1.min.js\"><\\/script>')</script><script src=\"../static/oscar/js/jquery/jquery-1.9.1.min.js\"></script>\n \n \n\n\n \n \n \n \n <!-- Twitter Bootstrap -->\n <script type=\"text/javascript\" src=\"../static/oscar/js/bootstrap3/bootstrap.min.js\"></script>\n <!-- Oscar -->\n <script src=\"../static/oscar/js/oscar/ui.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n\n <script src=\"../static/oscar/js/bootstrap-datetimepicker/bootstrap-datetimepicker.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n <script src=\"../static/oscar/js/bootstrap-datetimepicker/locales/bootstrap-datetimepicker.all.js\" type=\"text/javascript\" charset=\"utf-8\"></script>\n\n\n \n \n \n\n \n\n\n \n <script type=\"text/javascript\">\n $(function() {\n \n \n \n oscar.init();\n\n oscar.search.init();\n\n });\n </script>\n\n \n <!-- Version: N/A -->\n \n \n\n</body></html>", "echoData": "https://books.toscrape.com/catalogue/page-2.html"}
Improving response times#
There are a few things you can try to improve the response time of your Zyte API requests:
Consider using HTTP requests instead of browser requests where possible. If you are only using browser requests to avoid bans, try using HTTP requests with a session context instead.
When using browserHtml, consider disabling javascript where possible.
When using wait actions, avoid using the
waitForTimeoutaction where possible.waitForSelectoris best where feasible. Otherwise,waitForResponseorwaitForRequestmay work.The proxy mode offers lower latency than the HTTP API, so it might be worth considering if its limitations are not a problem for your use case.
Sorting requests#
If you target multiple websites, consider sorting your requests to spread the load. That is, if you target websites A, B, and C, do not send requests in AAABBBCCC order, send them in ABCABCABC order instead.
If you use Scrapy, on top of sorting your start requests
as described, you can change your SCHEDULER_PRIORITY_QUEUE to
"scrapy.pqueues.DownloaderAwarePriorityQueue".