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Once you have scraped your items, you often want to persist or export thoseitems, to use the data in some other application. That is, after all, the wholepurpose of the scraping process.

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For this purpose Scrapy provides a collection of Item Exporters for differentoutput formats, such as XML, CSV or JSON.

Using Item Exporters¶

If you are in a hurry, and just want to use an Item Exporter to output scrapeddata see the . Lucky charms casino games. Otherwise, if you want to know howItem Exporters work or need more custom functionality (not covered by thedefault exports), continue reading below.

Minecraft story mode apple store. Every file system being exported to remote users via NFS, as well as the access level for those file systems, are listed in the /etc/exports file. When the nfs service starts, the /usr/sbin/exportfs command launches and reads this file, passes control to rpc.mountd (if NFSv2 or NFSv3) for the actual mounting process, then to rpc.nfsd where the file systems are then available to remote users.

X/OPEN Portability Guide 4.0. All UNIX systems. Windows Server 2008 R2. Windows Server 2012. Windows Server 2016. Windows Server 2019. On Windows systems, ls treats files and directories marked with the hidden attribute like POSIX and UNIX file names beginning with. .Pst files are created when you export or back up email, contacts, and calendar to an Outlook.pst file. Outlook makes a copy of your email to the.pst file. When Outlook exports emails to a.pst file, it includes any attachments. So, when you import a.pst file, you'll see your attachments. Call the exportitem method for each item you want to export. And finally call the finishexporting to signal the end of the exporting process. Here you can see an Item Pipeline which uses multiple Item Exporters to group scraped items to different files according to the value of one of their fields.

In order to use an Item Exporter, you must instantiate it with its requiredargs. Each Item Exporter requires different arguments, so check each exporterdocumentation to be sure, in . After you haveinstantiated your exporter, you have to:

1. call the method start_exporting() in order tosignal the beginning of the exporting process

2. call the export_item() method for each item you wantto export

3. and finally call the finish_exporting() to signalthe end of the exporting process

Here you can see an Item Pipeline which uses multipleItem Exporters to group scraped items to different files according to thevalue of one of their fields:

Serialization of item fields¶

By default, the field values are passed unmodified to the underlyingserialization library, and the decision of how to serialize them is delegatedto each particular serialization library.

However, you can customize how each field value is serialized before it ispassed to the serialization library.

There are two ways to customize how a field will be serialized, which aredescribed next.

1. Declaring a serializer in the field¶

If you use Item you can declare a serializer in the. The serializer must bea callable which receives a value and returns its serialized form.

Example:

2. Overriding the serialize_field() method¶

You can also override the serialize_field() method tocustomize how your field value will be exported.

Make sure you call the base class serialize_field() methodafter your custom code.

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Example:

Built-in Item Exporters reference¶

Here is a list of the Item Exporters bundled with Scrapy. Some of them containoutput examples, which assume you're exporting these two items: How to reinstall imovie on macbook pro.

BaseItemExporter¶

This is the (abstract) base class for all Item Exporters. It providessupport for common features used by all (concrete) Item Exporters, such asdefining what fields to export, whether to export empty fields, or whichencoding to use.

These features can be configured through the __init__ method arguments whichpopulate their respective instance attributes: fields_to_export,export_empty_fields, encoding, indent.

Exports the given item. This method must be implemented in subclasses.

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Return the serialized value for the given field. You can override thismethod (in your custom Item Exporters) if you want to control how aparticular field or value will be serialized/exported.

By default, this method looks for a serializer and returns the result of applyingthat serializer to the value. If no serializer is found, it returns thevalue unchanged.

• field (Field object or a dict instance) – the field being serialized. If the source does not define field metadata, field is an emptydict.

• name (str) – the name of the field being serialized

• Facebook desktop windows 7. value – the value being serialized

Signal the beginning of the exporting process. Some exporters may usethis to generate some required header (for example, theXmlItemExporter). You must call this method before exporting anyitems.

Signal the end of the exporting process. Some exporters may use this togenerate some required footer (for example, theXmlItemExporter). You must always call this method after youhave no more items to export.

A list with the name of the fields that will be exported, or None ifyou want to export all fields. Defaults to None.

Some exporters (like CsvItemExporter) respect the order of thefields defined in this attribute.

When using that do not expose all theirpossible fields, exporters that do not support exporting a differentsubset of fields per item will only export the fields found in the firstitem exported. Use fields_to_export to define all the fields to beexported.

Whether to include empty/unpopulated item fields in the exported data.Defaults to False. Some exporters (like CsvItemExporter)ignore this attribute and always export all empty fields.

This option is ignored for dict items.

The output character encoding.

Amount of spaces used to indent the output on each level. Defaults to 0.

• indent=None selects the most compact representation,all items in the same line with no indentation

• indent<=0 each item on its own line, no indentation

• indent>0 each item on its own line, indented with the provided numeric value

PythonItemExporter¶

This is a base class for item exporters that extendsBaseItemExporter with support for nested items.

It serializes items to built-in Python types, so that any serializationlibrary (e.g. json or msgpack) can be used on top of it.

XmlItemExporter¶

Exports items in XML format to the specified file object.

• file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

• root_element (str) – The name of root element in the exported XML.

• item_element (str) – The name of each item element in the exported XML.

The additional keyword arguments of this __init__ method are passed to theBaseItemExporter__init__ method.

A typical output of this exporter would be:

Unless overridden in the serialize_field() method, multi-valued fields areexported by serializing each value inside a element. This is forconvenience, as multi-valued fields are very common.

For example, the item:

Would be serialized as:

CsvItemExporter¶

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Exports items in CSV format to the given file-like object. If thefields_to_export attribute is set, it will be used to define theCSV columns and their order. The export_empty_fields attribute hasno effect on this exporter.

• file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

• include_headers_line (str) – If enabled, makes the exporter output a headerline with the field names taken fromBaseItemExporter.fields_to_export or the first exported item fields.

• join_multivalued – The char (or chars) that will be used for joiningmulti-valued fields, if found.

• errors (str) – The optional string that specifies how encoding and decodingerrors are to be handled. For more information seeio.TextIOWrapper.

The additional keyword arguments of this __init__ method are passed to theBaseItemExporter__init__ method, and the leftover arguments to thecsv.writer() function, so you can use any csv.writer() functionargument to customize this exporter.

A typical output of this exporter would be:

PickleItemExporter¶

Exports items in pickle format to the given file-like object.

• file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

• protocol (int) – The pickle protocol to use.

For more information, see pickle.

The additional keyword arguments of this __init__ method are passed to theBaseItemExporter__init__ method.

Pickle isn't a human readable format, so no output examples are provided.

PprintItemExporter¶

Exports items in pretty print format to the specified file object. Sketch 41 1 – vector drawing application.

file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

The additional keyword arguments of this __init__ method are passed to theBaseItemExporter__init__ method. Records — database and organizer 1 5 2.

A typical output of this exporter would be:

Longer lines (when present) are pretty-formatted.

JsonItemExporter¶

Exports items in JSON format to the specified file-like object, writing allobjects as a list of objects. The additional __init__ method arguments arepassed to the BaseItemExporter__init__ method, and the leftoverarguments to the JSONEncoder__init__ method, so you can use anyJSONEncoder__init__ method argument to customize this exporter.

file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

A typical output of this exporter would be:

Warning

JSON is very simple and flexible serialization format, but itdoesn't scale well for large amounts of data since incremental (aka.stream-mode) parsing is not well supported (if at all) among JSON parsers(on any language), and most of them just parse the entire object inmemory. If you want the power and simplicity of JSON with a morestream-friendly format, consider using JsonLinesItemExporterinstead, or splitting the output in multiple chunks.

JsonLinesItemExporter¶

Exports items in JSON format to the specified file-like object, writing oneJSON-encoded item per line. The additional __init__ method arguments are passedto the BaseItemExporter__init__ method, and the leftover arguments tothe JSONEncoder__init__ method, so you can use anyJSONEncoder__init__ method argument to customize this exporter.

file – the file-like object to use for exporting the data. Its write method shouldaccept bytes (a disk file opened in binary mode, a io.BytesIO object, etc)

A typical output of this exporter would be:

Unlike the one produced by JsonItemExporter, the format produced bythis exporter is well suited for serializing large amounts of data.

MarshalItemExporter¶

Exports items in a Python-specific binary format (seemarshal).

file – The file-like object to use for exporting the data. Itswrite method should accept bytes (a disk fileopened in binary mode, a BytesIO object, etc)