Requests and Responses

Scrapy uses Request and Response objects for crawling web sites.

Typically, Request objects are generated in the spiders and pass across the system until they reach the Downloader, which executes the request and returns a Response object which travels back to the spider that issued the request.

Both Request and Response classes have subclasses which add functionality not required in the base classes. These are described below in Request subclasses and Response subclasses.

Request objects

class scrapy.Request(*args: Any, **kwargs: Any)[source]

Represents an HTTP request, which is usually generated in a Spider and executed by the Downloader, thus generating a Response.

Parameters:

url (str) –
the URL of this request

If the URL is invalid, a ValueError exception is raised.
callback (Callable[Concatenate[Response, ...], Any] | None) –
sets callback, defaults to None.

Changed in version 2.0: The callback parameter is no longer required when the errback parameter is specified.
method (str) – the HTTP method of this request. Defaults to 'GET'.
meta (dict) – the initial values for the Request.meta attribute. If given, the dict passed in this parameter will be shallow copied.
body (bytes or str) – the request body. If a string is passed, then it’s encoded as bytes using the encoding passed (which defaults to utf-8). If body is not given, an empty bytes object is stored. Regardless of the type of this argument, the final value stored will be a bytes object (never a string or None).
headers (dict) –
the headers of this request. The dict values can be strings (for single valued headers) or lists (for multi-valued headers). If None is passed as value, the HTTP header will not be sent at all.

Caution

Cookies set via the Cookie header are not considered by the CookiesMiddleware. If you need to set cookies for a request, use the cookies argument. This is a known current limitation that is being worked on.
cookies (dict or list) –
the request cookies. These can be sent in two forms.
1. Using a dict:
```
request_with_cookies = Request(
    url="http://www.example.com",
    cookies={"currency": "USD", "country": "UY"},
)
```
1. Using a list of dicts:
```
request_with_cookies = Request(
    url="https://www.example.com",
    cookies=[
        {
            "name": "currency",
            "value": "USD",
            "domain": "example.com",
            "path": "/currency",
            "secure": True,
        },
    ],
)
```
The latter form allows for customizing the domain and path attributes of the cookie. This is only useful if the cookies are saved for later requests.

When some site returns cookies (in a response) those are stored in the cookies for that domain and will be sent again in future requests. That’s the typical behaviour of any regular web browser.

Note that setting the dont_merge_cookies key to True in request.meta causes custom cookies to be ignored.

For more info see CookiesMiddleware.

Caution

Cookies set via the Cookie header are not considered by the CookiesMiddleware. If you need to set cookies for a request, use the scrapy.Request.cookies parameter. This is a known current limitation that is being worked on.

Added in version 2.6.0: Cookie values that are bool, float or int are casted to str.
encoding (str) – the encoding of this request (defaults to 'utf-8'). This encoding will be used to percent-encode the URL and to convert the body to bytes (if given as a string).
priority (int) – sets priority, defaults to 0.
dont_filter (bool) – sets dont_filter, defaults to False.
errback (Callable[[Failure], Any] | None) –
sets errback, defaults to None.

Changed in version 2.0: The callback parameter is no longer required when the errback parameter is specified.
flags (list) – Flags sent to the request, can be used for logging or similar purposes.
cb_kwargs (dict) – A dict with arbitrary data that will be passed as keyword arguments to the Request’s callback.

url

A string containing the URL of this request. Keep in mind that this attribute contains the escaped URL, so it can differ from the URL passed in the __init__() method.

This attribute is read-only. To change the URL of a Request use replace().

method: A string representing the HTTP method in the request. This is guaranteed to be uppercase. Example: "GET", "POST", "PUT", etc

headers: A dictionary-like (scrapy.http.headers.Headers) object which contains the request headers.

body

The request body as bytes.

This attribute is read-only. To change the body of a Request use replace().

callback: CallbackT | None

Callable to parse the Response to this request once received.

The callable must expect the response as its first parameter, and support any additional keyword arguments set through cb_kwargs.

In addition to an arbitrary callable, the following values are also supported:

None (default), which indicates that the parse() method of the spider must be used.
NO_CALLBACK().

If an unhandled exception is raised during request or response processing, i.e. by a spider middleware, downloader middleware or download handler (DOWNLOAD_HANDLERS), errback is called instead.

Tip

HttpErrorMiddleware raises exceptions for non-2xx responses by default, sending them to the errback instead.

errback: Callable[[Failure], Any] | None

Callable to handle exceptions raised during request or response processing.

The callable must expect a Failure as its first parameter.

priority: int

Default: 0

Value that the scheduler may use for request prioritization.

Built-in schedulers prioritize requests with a higher priority value.

Negative values are allowed.

cb_kwargs

A dictionary that contains arbitrary metadata for this request. Its contents will be passed to the Request’s callback as keyword arguments. It is empty for new Requests, which means by default callbacks only get a Response object as argument.

This dict is shallow copied when the request is cloned using the copy() or replace() methods, and can also be accessed, in your spider, from the response.cb_kwargs attribute.

In case of a failure to process the request, this dict can be accessed as failure.request.cb_kwargs in the request’s errback. For more information, see Accessing additional data in errback functions.

meta = {}: A dictionary of arbitrary metadata for the request.

You may extend request metadata as you see fit.

Request metadata can also be accessed through the meta attribute of a response.

To pass data from one spider callback to another, consider using cb_kwargs instead. However, request metadata may be the right choice in certain scenarios, such as to maintain some debugging data across all follow-up requests (e.g. the source URL).

A common use of request metadata is to define request-specific parameters for Scrapy components (extensions, middlewares, etc.). For example, if you set dont_retry to True, RetryMiddleware will never retry that request, even if it fails. See Request.meta special keys.

You may also use request metadata in your custom Scrapy components, for example, to keep request state information relevant to your component. For example, RetryMiddleware uses the retry_times metadata key to keep track of how many times a request has been retried so far.

Copying all the metadata of a previous request into a new, follow-up request in a spider callback is a bad practice, because request metadata may include metadata set by Scrapy components that is not meant to be copied into other requests. For example, copying the retry_times metadata key into follow-up requests can lower the amount of retries allowed for those follow-up requests.

You should only copy all request metadata from one request to another if the new request is meant to replace the old request, as is often the case when returning a request from a downloader middleware method.

Also mind that the copy() and replace() request methods shallow-copy request metadata.

dont_filter: bool

Whether this request may be filtered out by components that support filtering out requests (False, default), or those components should not filter out this request (True).

This attribute is commonly set to True to prevent duplicate requests from being filtered out.

When defining the start URLs of a spider through start_urls, this attribute is enabled by default. See start().

attributes: tuple[str, ...] = ('url', 'callback', 'method', 'headers', 'body', 'cookies', 'meta', 'encoding', 'priority', 'dont_filter', 'errback', 'flags', 'cb_kwargs')

A tuple of str objects containing the name of all public attributes of the class that are also keyword parameters of the __init__() method.

Currently used by Request.replace(), Request.to_dict() and request_from_dict().

copy()[source]: Return a new Request which is a copy of this Request. See also: Passing additional data to callback functions.

replace([url, method, headers, body, cookies, meta, flags, encoding, priority, dont_filter, callback, errback, cb_kwargs])[source]: Return a Request object with the same members, except for those members given new values by whichever keyword arguments are specified. The cb_kwargs and meta attributes are shallow copied by default (unless new values are given as arguments). See also Passing additional data to callback functions.

classmethod from_curl(curl_command: str, ignore_unknown_options: bool = True, **kwargs: Any) → Self[source]

Create a Request object from a string containing a cURL command. It populates the HTTP method, the URL, the headers, the cookies and the body. It accepts the same arguments as the Request class, taking preference and overriding the values of the same arguments contained in the cURL command.

Unrecognized options are ignored by default. To raise an error when finding unknown options call this method by passing ignore_unknown_options=False.

Caution

Using from_curl() from Request subclasses, such as JsonRequest, or XmlRpcRequest, as well as having downloader middlewares and spider middlewares enabled, such as DefaultHeadersMiddleware, UserAgentMiddleware, or HttpCompressionMiddleware, may modify the Request object.

To translate a cURL command into a Scrapy request, you may use curl2scrapy.

to_dict(*, spider: Spider | None = None) → dict[str, Any][source]

Return a dictionary containing the Request’s data.

Use request_from_dict() to convert back into a Request object.

If a spider is given, this method will try to find out the name of the spider methods used as callback and errback and include them in the output dict, raising an exception if they cannot be found.

Passing additional data to callback functions

The callback of a request is a function that will be called when the response of that request is downloaded. The callback function will be called with the downloaded Response object as its first argument.

Example:

def parse_page1(self, response):
    return scrapy.Request(
        "http://www.example.com/some_page.html", callback=self.parse_page2
    )


def parse_page2(self, response):
    # this would log http://www.example.com/some_page.html
    self.logger.info("Visited %s", response.url)

In some cases you may be interested in passing arguments to those callback functions so you can receive the arguments later, in the second callback. The following example shows how to achieve this by using the Request.cb_kwargs attribute:

def parse(self, response):
    request = scrapy.Request(
        "http://www.example.com/index.html",
        callback=self.parse_page2,
        cb_kwargs=dict(main_url=response.url),
    )
    request.cb_kwargs["foo"] = "bar"  # add more arguments for the callback
    yield request


def parse_page2(self, response, main_url, foo):
    yield dict(
        main_url=main_url,
        other_url=response.url,
        foo=foo,
    )

Caution

Request.cb_kwargs was introduced in version 1.7. Prior to that, using Request.meta was recommended for passing information around callbacks. After 1.7, Request.cb_kwargs became the preferred way for handling user information, leaving Request.meta for communication with components like middlewares and extensions.

Using errbacks to catch exceptions in request processing

The errback of a request is a function that will be called when an exception is raise while processing it.

It receives a Failure as first parameter and can be used to track connection establishment timeouts, DNS errors etc.

Here’s an example spider logging all errors and catching some specific errors if needed:

import scrapy

from scrapy.spidermiddlewares.httperror import HttpError
from twisted.internet.error import DNSLookupError
from twisted.internet.error import TimeoutError, TCPTimedOutError


class ErrbackSpider(scrapy.Spider):
    name = "errback_example"
    start_urls = [
        "http://www.httpbin.org/",  # HTTP 200 expected
        "http://www.httpbin.org/status/404",  # Not found error
        "http://www.httpbin.org/status/500",  # server issue
        "http://www.httpbin.org:12345/",  # non-responding host, timeout expected
        "https://example.invalid/",  # DNS error expected
    ]

    async def start(self):
        for u in self.start_urls:
            yield scrapy.Request(
                u,
                callback=self.parse_httpbin,
                errback=self.errback_httpbin,
                dont_filter=True,
            )

    def parse_httpbin(self, response):
        self.logger.info("Got successful response from {}".format(response.url))
        # do something useful here...

    def errback_httpbin(self, failure):
        # log all failures
        self.logger.error(repr(failure))

        # in case you want to do something special for some errors,
        # you may need the failure's type:

        if failure.check(HttpError):
            # these exceptions come from HttpError spider middleware
            # you can get the non-200 response
            response = failure.value.response
            self.logger.error("HttpError on %s", response.url)

        elif failure.check(DNSLookupError):
            # this is the original request
            request = failure.request
            self.logger.error("DNSLookupError on %s", request.url)

        elif failure.check(TimeoutError, TCPTimedOutError):
            request = failure.request
            self.logger.error("TimeoutError on %s", request.url)

Accessing additional data in errback functions

In case of a failure to process the request, you may be interested in accessing arguments to the callback functions so you can process further based on the arguments in the errback. The following example shows how to achieve this by using Failure.request.cb_kwargs:

def parse(self, response):
    request = scrapy.Request(
        "http://www.example.com/index.html",
        callback=self.parse_page2,
        errback=self.errback_page2,
        cb_kwargs=dict(main_url=response.url),
    )
    yield request


def parse_page2(self, response, main_url):
    pass


def errback_page2(self, failure):
    yield dict(
        main_url=failure.request.cb_kwargs["main_url"],
    )

Request fingerprints

There are some aspects of scraping, such as filtering out duplicate requests (see DUPEFILTER_CLASS) or caching responses (see HTTPCACHE_POLICY), where you need the ability to generate a short, unique identifier from a Request object: a request fingerprint.

You often do not need to worry about request fingerprints, the default request fingerprinter works for most projects.

However, there is no universal way to generate a unique identifier from a request, because different situations require comparing requests differently. For example, sometimes you may need to compare URLs case-insensitively, include URL fragments, exclude certain URL query parameters, include some or all headers, etc.

To change how request fingerprints are built for your requests, use the REQUEST_FINGERPRINTER_CLASS setting.

REQUEST_FINGERPRINTER_CLASS

Added in version 2.7.

Default: scrapy.utils.request.RequestFingerprinter

A request fingerprinter class or its import path.

class scrapy.utils.request.RequestFingerprinter(crawler: Crawler | None = None)[source]

Default fingerprinter.

It takes into account a canonical version (w3lib.url.canonicalize_url()) of request.url and the values of request.method and request.body. It then generates an SHA1 hash.

Writing your own request fingerprinter

A request fingerprinter is a component that must implement the following method:

fingerprint(self, request: scrapy.Request)

Return a bytes object that uniquely identifies request.

The fingerprint() method of the default request fingerprinter, scrapy.utils.request.RequestFingerprinter, uses scrapy.utils.request.fingerprint() with its default parameters. For some common use cases you can use scrapy.utils.request.fingerprint() as well in your fingerprint() method implementation:

scrapy.utils.request.fingerprint(request: Request, *, include_headers: Iterable[bytes | str] | None = None, keep_fragments: bool = False) → bytes[source]

Return the request fingerprint.

The request fingerprint is a hash that uniquely identifies the resource the request points to. For example, take the following two urls: http://www.example.com/query?id=111&cat=222, http://www.example.com/query?cat=222&id=111.

Even though those are two different URLs both point to the same resource and are equivalent (i.e. they should return the same response).

Another example are cookies used to store session ids. Suppose the following page is only accessible to authenticated users: http://www.example.com/members/offers.html.

Lots of sites use a cookie to store the session id, which adds a random component to the HTTP Request and thus should be ignored when calculating the fingerprint.

For this reason, request headers are ignored by default when calculating the fingerprint. If you want to include specific headers use the include_headers argument, which is a list of Request headers to include.

Also, servers usually ignore fragments in urls when handling requests, so they are also ignored by default when calculating the fingerprint. If you want to include them, set the keep_fragments argument to True (for instance when handling requests with a headless browser).

For example, to take the value of a request header named X-ID into account:

# my_project/settings.py
REQUEST_FINGERPRINTER_CLASS = "my_project.utils.RequestFingerprinter"

# my_project/utils.py
from scrapy.utils.request import fingerprint


class RequestFingerprinter:
    def fingerprint(self, request):
        return fingerprint(request, include_headers=["X-ID"])

You can also write your own fingerprinting logic from scratch.

However, if you do not use scrapy.utils.request.fingerprint(), make sure you use WeakKeyDictionary to cache request fingerprints:

Caching saves CPU by ensuring that fingerprints are calculated only once per request, and not once per Scrapy component that needs the fingerprint of a request.
Using WeakKeyDictionary saves memory by ensuring that request objects do not stay in memory forever just because you have references to them in your cache dictionary.

For example, to take into account only the URL of a request, without any prior URL canonicalization or taking the request method or body into account:

from hashlib import sha1
from weakref import WeakKeyDictionary

from scrapy.utils.python import to_bytes


class RequestFingerprinter:
    cache = WeakKeyDictionary()

    def fingerprint(self, request):
        if request not in self.cache:
            fp = sha1()
            fp.update(to_bytes(request.url))
            self.cache[request] = fp.digest()
        return self.cache[request]

If you need to be able to override the request fingerprinting for arbitrary requests from your spider callbacks, you may implement a request fingerprinter that reads fingerprints from request.meta when available, and then falls back to scrapy.utils.request.fingerprint(). For example:

from scrapy.utils.request import fingerprint


class RequestFingerprinter:
    def fingerprint(self, request):
        if "fingerprint" in request.meta:
            return request.meta["fingerprint"]
        return fingerprint(request)

If you need to reproduce the same fingerprinting algorithm as Scrapy 2.6, use the following request fingerprinter:

from hashlib import sha1
from weakref import WeakKeyDictionary

from scrapy.utils.python import to_bytes
from w3lib.url import canonicalize_url


class RequestFingerprinter:
    cache = WeakKeyDictionary()

    def fingerprint(self, request):
        if request not in self.cache:
            fp = sha1()
            fp.update(to_bytes(request.method))
            fp.update(to_bytes(canonicalize_url(request.url)))
            fp.update(request.body or b"")
            self.cache[request] = fp.digest()
        return self.cache[request]

Request fingerprint restrictions

Scrapy components that use request fingerprints may impose additional restrictions on the format of the fingerprints that your request fingerprinter generates.

The following built-in Scrapy components have such restrictions:

scrapy.extensions.httpcache.FilesystemCacheStorage (default value of HTTPCACHE_STORAGE)

Request fingerprints must be at least 1 byte long.

Path and filename length limits of the file system of HTTPCACHE_DIR also apply. Inside HTTPCACHE_DIR, the following directory structure is created:
- Spider.name
  - first byte of a request fingerprint as hexadecimal
    - fingerprint as hexadecimal
      - filenames up to 16 characters long
For example, if a request fingerprint is made of 20 bytes (default), HTTPCACHE_DIR is '/home/user/project/.scrapy/httpcache', and the name of your spider is 'my_spider' your file system must support a file path like:
```
/home/user/project/.scrapy/httpcache/my_spider/01/0123456789abcdef0123456789abcdef01234567/response_headers
```
scrapy.extensions.httpcache.DbmCacheStorage

The underlying DBM implementation must support keys as long as twice the number of bytes of a request fingerprint, plus 5. For example, if a request fingerprint is made of 20 bytes (default), 45-character-long keys must be supported.

Request.meta special keys

The Request.meta attribute can contain any arbitrary data, but there are some special keys recognized by Scrapy and its built-in extensions.

Those are:

allow_offsite
autothrottle_dont_adjust_delay
bindaddress
cookiejar
dont_cache
dont_merge_cookies
dont_obey_robotstxt
dont_redirect
dont_retry
download_fail_on_dataloss
download_latency
download_maxsize
download_warnsize
download_timeout
ftp_password (See FTP_PASSWORD for more info)
ftp_user (See FTP_USER for more info)
handle_httpstatus_all
handle_httpstatus_list
is_start_request
max_retry_times
proxy
redirect_reasons
redirect_urls
referrer_policy

bindaddress

The IP of the outgoing IP address to use for the performing the request.

download_timeout

The amount of time (in secs) that the downloader will wait before timing out. See also: DOWNLOAD_TIMEOUT.

download_latency

The amount of time spent to fetch the response, since the request has been started, i.e. HTTP message sent over the network. This meta key only becomes available when the response has been downloaded. While most other meta keys are used to control Scrapy behavior, this one is supposed to be read-only.

download_fail_on_dataloss

Whether or not to fail on broken responses. See: DOWNLOAD_FAIL_ON_DATALOSS.

max_retry_times

The meta key is used set retry times per request. When initialized, the max_retry_times meta key takes higher precedence over the RETRY_TIMES setting.

Stopping the download of a Response

Raising a StopDownload exception from a handler for the bytes_received or headers_received signals will stop the download of a given response. See the following example:

import scrapy


class StopSpider(scrapy.Spider):
    name = "stop"
    start_urls = ["https://docs.scrapy.org/en/latest/"]

    @classmethod
    def from_crawler(cls, crawler):
        spider = super().from_crawler(crawler)
        crawler.signals.connect(
            spider.on_bytes_received, signal=scrapy.signals.bytes_received
        )
        return spider

    def parse(self, response):
        # 'last_chars' show that the full response was not downloaded
        yield {"len": len(response.text), "last_chars": response.text[-40:]}

    def on_bytes_received(self, data, request, spider):
        raise scrapy.exceptions.StopDownload(fail=False)

which produces the following output:

2020-05-19 17:26:12 [scrapy.core.engine] INFO: Spider opened
2020-05-19 17:26:12 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2020-05-19 17:26:13 [scrapy.core.downloader.handlers.http11] DEBUG: Download stopped for <GET https://docs.scrapy.org/en/latest/> from signal handler StopSpider.on_bytes_received
2020-05-19 17:26:13 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://docs.scrapy.org/en/latest/> (referer: None) ['download_stopped']
2020-05-19 17:26:13 [scrapy.core.scraper] DEBUG: Scraped from <200 https://docs.scrapy.org/en/latest/>
{'len': 279, 'last_chars': 'dth, initial-scale=1.0">\n  \n  <title>Scr'}
2020-05-19 17:26:13 [scrapy.core.engine] INFO: Closing spider (finished)

By default, resulting responses are handled by their corresponding errbacks. To call their callback instead, like in this example, pass fail=False to the StopDownload exception.

Request subclasses

Here is the list of built-in Request subclasses. You can also subclass it to implement your own custom functionality.

FormRequest objects

The FormRequest class extends the base Request with functionality for dealing with HTML forms. It uses lxml.html forms to pre-populate form fields with form data from Response objects.

class scrapy.FormRequest(url[, formdata, ...])

The FormRequest class adds a new keyword parameter to the __init__() method. The remaining arguments are the same as for the Request class and are not documented here.

Parameters:: formdata (dict or collections.abc.Iterable) – is a dictionary (or iterable of (key, value) tuples) containing HTML Form data which will be url-encoded and assigned to the body of the request.

The FormRequest objects support the following class method in addition to the standard Request methods:

classmethod from_response(response[, formname=None, formid=None, formnumber=0, formdata=None, formxpath=None, formcss=None, clickdata=None, dont_click=False, ...])

Returns a new FormRequest object with its form field values pre-populated with those found in the HTML <form> element contained in the given response. For an example see Using FormRequest.from_response() to simulate a user login.

The policy is to automatically simulate a click, by default, on any form control that looks clickable, like a <input type="submit">. Even though this is quite convenient, and often the desired behaviour, sometimes it can cause problems which could be hard to debug. For example, when working with forms that are filled and/or submitted using javascript, the default from_response() behaviour may not be the most appropriate. To disable this behaviour you can set the dont_click argument to True. Also, if you want to change the control clicked (instead of disabling it) you can also use the clickdata argument.

Caution

Using this method with select elements which have leading or trailing whitespace in the option values will not work due to a bug in lxml, which should be fixed in lxml 3.8 and above.

Parameters:

response (Response object) – the response containing a HTML form which will be used to pre-populate the form fields
formname (str) – if given, the form with name attribute set to this value will be used.
formid (str) – if given, the form with id attribute set to this value will be used.
formxpath (str) – if given, the first form that matches the xpath will be used.
formcss (str) – if given, the first form that matches the css selector will be used.
formnumber (int) – the number of form to use, when the response contains multiple forms. The first one (and also the default) is 0.
formdata (dict) – fields to override in the form data. If a field was already present in the response <form> element, its value is overridden by the one passed in this parameter. If a value passed in this parameter is None, the field will not be included in the request, even if it was present in the response <form> element.
clickdata (dict) – attributes to lookup the control clicked. If it’s not given, the form data will be submitted simulating a click on the first clickable element. In addition to html attributes, the control can be identified by its zero-based index relative to other submittable inputs inside the form, via the nr attribute.
dont_click (bool) – If True, the form data will be submitted without clicking in any element.

The other parameters of this class method are passed directly to the FormRequest __init__() method.

Request usage examples

Using FormRequest to send data via HTTP POST

If you want to simulate a HTML Form POST in your spider and send a couple of key-value fields, you can return a FormRequest object (from your spider) like this:

return [
    FormRequest(
        url="http://www.example.com/post/action",
        formdata={"name": "John Doe", "age": "27"},
        callback=self.after_post,
    )
]

Using FormRequest.from_response() to simulate a user login

It is usual for web sites to provide pre-populated form fields through <input type="hidden"> elements, such as session related data or authentication tokens (for login pages). When scraping, you’ll want these fields to be automatically pre-populated and only override a couple of them, such as the user name and password. You can use the FormRequest.from_response() method for this job. Here’s an example spider which uses it:

import scrapy


def authentication_failed(response):
    # TODO: Check the contents of the response and return True if it failed
    # or False if it succeeded.
    pass


class LoginSpider(scrapy.Spider):
    name = "example.com"
    start_urls = ["http://www.example.com/users/login.php"]

    def parse(self, response):
        return scrapy.FormRequest.from_response(
            response,
            formdata={"username": "john", "password": "secret"},
            callback=self.after_login,
        )

    def after_login(self, response):
        if authentication_failed(response):
            self.logger.error("Login failed")
            return

        # continue scraping with authenticated session...

JsonRequest

The JsonRequest class extends the base Request class with functionality for dealing with JSON requests.

class scrapy.http.JsonRequest(url[, ... data, dumps_kwargs])[source]

The JsonRequest class adds two new keyword parameters to the __init__() method. The remaining arguments are the same as for the Request class and are not documented here.

Using the JsonRequest will set the Content-Type header to application/json and Accept header to application/json, text/javascript, */*; q=0.01

Parameters:

data (object) – is any JSON serializable object that needs to be JSON encoded and assigned to body. If the body argument is provided this parameter will be ignored. If the body argument is not provided and the data argument is provided the method will be set to 'POST' automatically.
dumps_kwargs (dict) – Parameters that will be passed to underlying json.dumps() method which is used to serialize data into JSON format.

attributes: tuple[str, ...] = ('url', 'callback', 'method', 'headers', 'body', 'cookies', 'meta', 'encoding', 'priority', 'dont_filter', 'errback', 'flags', 'cb_kwargs', 'dumps_kwargs')

A tuple of str objects containing the name of all public attributes of the class that are also keyword parameters of the __init__() method.

Currently used by Request.replace(), Request.to_dict() and request_from_dict().

JsonRequest usage example

Sending a JSON POST request with a JSON payload:

data = {
    "name1": "value1",
    "name2": "value2",
}
yield JsonRequest(url="http://www.example.com/post/action", data=data)

Response objects

class scrapy.http.Response(*args: Any, **kwargs: Any)[source]

An object that represents an HTTP response, which is usually downloaded (by the Downloader) and fed to the Spiders for processing.

Parameters:

url (str) – the URL of this response
status (int) – the HTTP status of the response. Defaults to 200.
headers (dict) – the headers of this response. The dict values can be strings (for single valued headers) or lists (for multi-valued headers).
body (bytes) – the response body. To access the decoded text as a string, use response.text from an encoding-aware Response subclass, such as TextResponse.
flags (list) – is a list containing the initial values for the Response.flags attribute. If given, the list will be shallow copied.
request (scrapy.Request) – the initial value of the Response.request attribute. This represents the Request that generated this response.
certificate (twisted.internet.ssl.Certificate) – an object representing the server’s SSL certificate.
ip_address (ipaddress.IPv4Address or ipaddress.IPv6Address) – The IP address of the server from which the Response originated.
protocol (str) – The protocol that was used to download the response. For instance: “HTTP/1.0”, “HTTP/1.1”, “h2”

Added in version 2.0.0: The certificate parameter.

Added in version 2.1.0: The ip_address parameter.

Added in version 2.5.0: The protocol parameter.

url

A string containing the URL of the response.

This attribute is read-only. To change the URL of a Response use replace().

status: An integer representing the HTTP status of the response. Example: 200, 404.

headers

A dictionary-like (scrapy.http.headers.Headers) object which contains the response headers. Values can be accessed using get() to return the first header value with the specified name or getlist() to return all header values with the specified name. For example, this call will give you all cookies in the headers:

response.headers.getlist('Set-Cookie')

body

The response body as bytes.

If you want the body as a string, use TextResponse.text (only available in TextResponse and subclasses).

This attribute is read-only. To change the body of a Response use replace().

request

The Request object that generated this response. This attribute is assigned in the Scrapy engine, after the response and the request have passed through all Downloader Middlewares. In particular, this means that:

HTTP redirections will create a new request from the request before redirection. It has the majority of the same metadata and original request attributes and gets assigned to the redirected response instead of the propagation of the original request.
Response.request.url doesn’t always equal Response.url
This attribute is only available in the spider code, and in the Spider Middlewares, but not in Downloader Middlewares (although you have the Request available there by other means) and handlers of the response_downloaded signal.

meta

A shortcut to the meta attribute of the Response.request object (i.e. self.request.meta).

Unlike the Response.request attribute, the Response.meta attribute is propagated along redirects and retries, so you will get the original Request.meta sent from your spider.

See also

Request.meta attribute

cb_kwargs

Added in version 2.0.

A shortcut to the cb_kwargs attribute of the Response.request object (i.e. self.request.cb_kwargs).

Unlike the Response.request attribute, the Response.cb_kwargs attribute is propagated along redirects and retries, so you will get the original Request.cb_kwargs sent from your spider.

See also

Request.cb_kwargs attribute

flags: A list that contains flags for this response. Flags are labels used for tagging Responses. For example: 'cached', 'redirected’, etc. And they’re shown on the string representation of the Response (__str__() method) which is used by the engine for logging.

certificate

Added in version 2.0.0.

A twisted.internet.ssl.Certificate object representing the server’s SSL certificate.

Only populated for https responses, None otherwise.

ip_address

Added in version 2.1.0.

The IP address of the server from which the Response originated.

This attribute is currently only populated by the HTTP 1.1 download handler, i.e. for http(s) responses. For other handlers, ip_address is always None.

protocol

Added in version 2.5.0.

The protocol that was used to download the response. For instance: “HTTP/1.0”, “HTTP/1.1”

This attribute is currently only populated by the HTTP download handlers, i.e. for http(s) responses. For other handlers, protocol is always None.

attributes: tuple[str, ...] = ('url', 'status', 'headers', 'body', 'flags', 'request', 'certificate', 'ip_address', 'protocol')

A tuple of str objects containing the name of all public attributes of the class that are also keyword parameters of the __init__() method.

Currently used by Response.replace().

copy()[source]: Returns a new Response which is a copy of this Response.

replace([url, status, headers, body, request, flags, cls])[source]: Returns a Response object with the same members, except for those members given new values by whichever keyword arguments are specified. The attribute Response.meta is copied by default.

urljoin(url)[source]

Constructs an absolute url by combining the Response’s url with a possible relative url.

This is a wrapper over urljoin(), it’s merely an alias for making this call:

urllib.parse.urljoin(response.url, url)

Return a Request instance to follow a link url. It accepts the same arguments as Request.__init__() method, but url can be a relative URL or a Link object, not only an absolute URL.

TextResponse provides a follow() method which supports selectors in addition to absolute/relative URLs and Link objects.

Added in version 2.0: The flags parameter.

Added in version 2.0.

Return an iterable of Request instances to follow all links in urls. It accepts the same arguments as Request.__init__() method, but elements of urls can be relative URLs or Link objects, not only absolute URLs.

TextResponse provides a follow_all() method which supports selectors in addition to absolute/relative URLs and Link objects.

Response subclasses

Here is the list of available built-in Response subclasses. You can also subclass the Response class to implement your own functionality.

TextResponse objects

class scrapy.http.TextResponse(url[, encoding[, ...]])[source]

TextResponse objects adds encoding capabilities to the base Response class, which is meant to be used only for binary data, such as images, sounds or any media file.

TextResponse objects support a new __init__() method argument, in addition to the base Response objects. The remaining functionality is the same as for the Response class and is not documented here.

Parameters:: encoding (str) – is a string which contains the encoding to use for this response. If you create a TextResponse object with a string as body, it will be converted to bytes encoded using this encoding. If encoding is None (default), the encoding will be looked up in the response headers and body instead.

TextResponse objects support the following attributes in addition to the standard Response ones:

text

Response body, as a string.

The same as response.body.decode(response.encoding), but the result is cached after the first call, so you can access response.text multiple times without extra overhead.

Note

str(response.body) is not a correct way to convert the response body into a string:

>>> str(b"body")
"b'body'"

encoding

A string with the encoding of this response. The encoding is resolved by trying the following mechanisms, in order:

the encoding passed in the __init__() method encoding argument
the encoding declared in the Content-Type HTTP header. If this encoding is not valid (i.e. unknown), it is ignored and the next resolution mechanism is tried.
the encoding declared in the response body. The TextResponse class doesn’t provide any special functionality for this. However, the HtmlResponse and XmlResponse classes do.
the encoding inferred by looking at the response body. This is the more fragile method but also the last one tried.

selector: A Selector instance using the response as target. The selector is lazily instantiated on first access.

attributes: tuple[str, ...] = ('url', 'status', 'headers', 'body', 'flags', 'request', 'certificate', 'ip_address', 'protocol', 'encoding')

A tuple of str objects containing the name of all public attributes of the class that are also keyword parameters of the __init__() method.

Currently used by Response.replace().

TextResponse objects support the following methods in addition to the standard Response ones:

jmespath(query)[source]

A shortcut to TextResponse.selector.jmespath(query):

response.jmespath('object.[*]')

xpath(query)[source]

A shortcut to TextResponse.selector.xpath(query):

response.xpath('//p')

css(query)[source]

A shortcut to TextResponse.selector.css(query):

response.css('p')

Return a Request instance to follow a link url. It accepts the same arguments as Request.__init__() method, but url can be not only an absolute URL, but also

a relative URL
a Link object, e.g. the result of Link Extractors
a Selector object for a <link> or <a> element, e.g. response.css('a.my_link')[0]
an attribute Selector (not SelectorList), e.g. response.css('a::attr(href)')[0] or response.xpath('//img/@src')[0]

See A shortcut for creating Requests for usage examples.

A generator that produces Request instances to follow all links in urls. It accepts the same arguments as the Request’s __init__() method, except that each urls element does not need to be an absolute URL, it can be any of the following:

a relative URL
a Link object, e.g. the result of Link Extractors
a Selector object for a <link> or <a> element, e.g. response.css('a.my_link')[0]
an attribute Selector (not SelectorList), e.g. response.css('a::attr(href)')[0] or response.xpath('//img/@src')[0]

In addition, css and xpath arguments are accepted to perform the link extraction within the follow_all() method (only one of urls, css and xpath is accepted).

Note that when passing a SelectorList as argument for the urls parameter or using the css or xpath parameters, this method will not produce requests for selectors from which links cannot be obtained (for instance, anchor tags without an href attribute)

json()[source]

Added in version 2.2.

Deserialize a JSON document to a Python object.

Returns a Python object from deserialized JSON document. The result is cached after the first call.

urljoin(url)[source]: Constructs an absolute url by combining the Response’s base url with a possible relative url. The base url shall be extracted from the <base> tag, or just Response.url if there is no such tag.

HtmlResponse objects

class scrapy.http.HtmlResponse(url[, ...])[source]: The HtmlResponse class is a subclass of TextResponse which adds encoding auto-discovering support by looking into the HTML meta http-equiv attribute. See TextResponse.encoding.

XmlResponse objects

class scrapy.http.XmlResponse(url[, ...])[source]: The XmlResponse class is a subclass of TextResponse which adds encoding auto-discovering support by looking into the XML declaration line. See TextResponse.encoding.

JsonResponse objects

class scrapy.http.JsonResponse(url[, ...])[source]: The JsonResponse class is a subclass of TextResponse that is used when the response has a JSON MIME type in its Content-Type header.

Requests and Responses

Request objects

Other functions related to requests

Passing additional data to callback functions

Using errbacks to catch exceptions in request processing

Accessing additional data in errback functions

Request fingerprints

REQUEST_FINGERPRINTER_CLASS

Writing your own request fingerprinter

Request fingerprint restrictions

Request.meta special keys

bindaddress

download_timeout

download_latency

download_fail_on_dataloss

max_retry_times

Stopping the download of a Response

Request subclasses

FormRequest objects

Request usage examples

Using FormRequest to send data via HTTP POST

Using FormRequest.from_response() to simulate a user login

JsonRequest

JsonRequest usage example

Response objects

Response subclasses

TextResponse objects

HtmlResponse objects

XmlResponse objects

JsonResponse objects