Source code for scrapy.exporters

"""
Item Exporters are used to export/serialize items into different formats.
"""

import csv
import io
import marshal
import pickle
import pprint
import warnings
from collections.abc import Mapping
from xml.sax.saxutils import XMLGenerator

from itemadapter import ItemAdapter, is_item

from scrapy.exceptions import ScrapyDeprecationWarning
from scrapy.item import Item
from scrapy.utils.python import is_listlike, to_bytes, to_unicode
from scrapy.utils.serialize import ScrapyJSONEncoder

__all__ = [
    "BaseItemExporter",
    "PprintItemExporter",
    "PickleItemExporter",
    "CsvItemExporter",
    "XmlItemExporter",
    "JsonLinesItemExporter",
    "JsonItemExporter",
    "MarshalItemExporter",
]


[docs]class BaseItemExporter: def __init__(self, *, dont_fail=False, **kwargs): self._kwargs = kwargs self._configure(kwargs, dont_fail=dont_fail) def _configure(self, options, dont_fail=False): """Configure the exporter by popping options from the ``options`` dict. If dont_fail is set, it won't raise an exception on unexpected options (useful for using with keyword arguments in subclasses ``__init__`` methods) """ self.encoding = options.pop("encoding", None) self.fields_to_export = options.pop("fields_to_export", None) self.export_empty_fields = options.pop("export_empty_fields", False) self.indent = options.pop("indent", None) if not dont_fail and options: raise TypeError(f"Unexpected options: {', '.join(options.keys())}")
[docs] def export_item(self, item): raise NotImplementedError
[docs] def serialize_field(self, field, name, value): serializer = field.get("serializer", lambda x: x) return serializer(value)
[docs] def start_exporting(self): pass
[docs] def finish_exporting(self): pass
def _get_serialized_fields(self, item, default_value=None, include_empty=None): """Return the fields to export as an iterable of tuples (name, serialized_value) """ item = ItemAdapter(item) if include_empty is None: include_empty = self.export_empty_fields if self.fields_to_export is None: if include_empty: field_iter = item.field_names() else: field_iter = item.keys() elif isinstance(self.fields_to_export, Mapping): if include_empty: field_iter = self.fields_to_export.items() else: field_iter = ( (x, y) for x, y in self.fields_to_export.items() if x in item ) else: if include_empty: field_iter = self.fields_to_export else: field_iter = (x for x in self.fields_to_export if x in item) for field_name in field_iter: if isinstance(field_name, str): item_field, output_field = field_name, field_name else: item_field, output_field = field_name if item_field in item: field_meta = item.get_field_meta(item_field) value = self.serialize_field(field_meta, output_field, item[item_field]) else: value = default_value yield output_field, value
[docs]class JsonLinesItemExporter(BaseItemExporter): def __init__(self, file, **kwargs): super().__init__(dont_fail=True, **kwargs) self.file = file self._kwargs.setdefault("ensure_ascii", not self.encoding) self.encoder = ScrapyJSONEncoder(**self._kwargs) def export_item(self, item): itemdict = dict(self._get_serialized_fields(item)) data = self.encoder.encode(itemdict) + "\n" self.file.write(to_bytes(data, self.encoding))
[docs]class JsonItemExporter(BaseItemExporter): def __init__(self, file, **kwargs): super().__init__(dont_fail=True, **kwargs) self.file = file # there is a small difference between the behaviour or JsonItemExporter.indent # and ScrapyJSONEncoder.indent. ScrapyJSONEncoder.indent=None is needed to prevent # the addition of newlines everywhere json_indent = ( self.indent if self.indent is not None and self.indent > 0 else None ) self._kwargs.setdefault("indent", json_indent) self._kwargs.setdefault("ensure_ascii", not self.encoding) self.encoder = ScrapyJSONEncoder(**self._kwargs) self.first_item = True def _beautify_newline(self): if self.indent is not None: self.file.write(b"\n") def start_exporting(self): self.file.write(b"[") self._beautify_newline() def finish_exporting(self): self._beautify_newline() self.file.write(b"]") def export_item(self, item): if self.first_item: self.first_item = False else: self.file.write(b",") self._beautify_newline() itemdict = dict(self._get_serialized_fields(item)) data = self.encoder.encode(itemdict) self.file.write(to_bytes(data, self.encoding))
[docs]class XmlItemExporter(BaseItemExporter): def __init__(self, file, **kwargs): self.item_element = kwargs.pop("item_element", "item") self.root_element = kwargs.pop("root_element", "items") super().__init__(**kwargs) if not self.encoding: self.encoding = "utf-8" self.xg = XMLGenerator(file, encoding=self.encoding) def _beautify_newline(self, new_item=False): if self.indent is not None and (self.indent > 0 or new_item): self.xg.characters("\n") def _beautify_indent(self, depth=1): if self.indent: self.xg.characters(" " * self.indent * depth) def start_exporting(self): self.xg.startDocument() self.xg.startElement(self.root_element, {}) self._beautify_newline(new_item=True) def export_item(self, item): self._beautify_indent(depth=1) self.xg.startElement(self.item_element, {}) self._beautify_newline() for name, value in self._get_serialized_fields(item, default_value=""): self._export_xml_field(name, value, depth=2) self._beautify_indent(depth=1) self.xg.endElement(self.item_element) self._beautify_newline(new_item=True) def finish_exporting(self): self.xg.endElement(self.root_element) self.xg.endDocument() def _export_xml_field(self, name, serialized_value, depth): self._beautify_indent(depth=depth) self.xg.startElement(name, {}) if hasattr(serialized_value, "items"): self._beautify_newline() for subname, value in serialized_value.items(): self._export_xml_field(subname, value, depth=depth + 1) self._beautify_indent(depth=depth) elif is_listlike(serialized_value): self._beautify_newline() for value in serialized_value: self._export_xml_field("value", value, depth=depth + 1) self._beautify_indent(depth=depth) elif isinstance(serialized_value, str): self.xg.characters(serialized_value) else: self.xg.characters(str(serialized_value)) self.xg.endElement(name) self._beautify_newline()
[docs]class CsvItemExporter(BaseItemExporter): def __init__( self, file, include_headers_line=True, join_multivalued=",", errors=None, **kwargs, ): super().__init__(dont_fail=True, **kwargs) if not self.encoding: self.encoding = "utf-8" self.include_headers_line = include_headers_line self.stream = io.TextIOWrapper( file, line_buffering=False, write_through=True, encoding=self.encoding, newline="", # Windows needs this https://github.com/scrapy/scrapy/issues/3034 errors=errors, ) self.csv_writer = csv.writer(self.stream, **self._kwargs) self._headers_not_written = True self._join_multivalued = join_multivalued def serialize_field(self, field, name, value): serializer = field.get("serializer", self._join_if_needed) return serializer(value) def _join_if_needed(self, value): if isinstance(value, (list, tuple)): try: return self._join_multivalued.join(value) except TypeError: # list in value may not contain strings pass return value def export_item(self, item): if self._headers_not_written: self._headers_not_written = False self._write_headers_and_set_fields_to_export(item) fields = self._get_serialized_fields(item, default_value="", include_empty=True) values = list(self._build_row(x for _, x in fields)) self.csv_writer.writerow(values) def _build_row(self, values): for s in values: try: yield to_unicode(s, self.encoding) except TypeError: yield s def _write_headers_and_set_fields_to_export(self, item): if self.include_headers_line: if not self.fields_to_export: # use declared field names, or keys if the item is a dict self.fields_to_export = ItemAdapter(item).field_names() if isinstance(self.fields_to_export, Mapping): fields = self.fields_to_export.values() else: fields = self.fields_to_export row = list(self._build_row(fields)) self.csv_writer.writerow(row)
[docs]class PickleItemExporter(BaseItemExporter): def __init__(self, file, protocol=4, **kwargs): super().__init__(**kwargs) self.file = file self.protocol = protocol def export_item(self, item): d = dict(self._get_serialized_fields(item)) pickle.dump(d, self.file, self.protocol)
[docs]class MarshalItemExporter(BaseItemExporter): """Exports items in a Python-specific binary format (see :mod:`marshal`). :param file: The file-like object to use for exporting the data. Its ``write`` method should accept :class:`bytes` (a disk file opened in binary mode, a :class:`~io.BytesIO` object, etc) """ def __init__(self, file, **kwargs): super().__init__(**kwargs) self.file = file def export_item(self, item): marshal.dump(dict(self._get_serialized_fields(item)), self.file)
[docs]class PprintItemExporter(BaseItemExporter): def __init__(self, file, **kwargs): super().__init__(**kwargs) self.file = file def export_item(self, item): itemdict = dict(self._get_serialized_fields(item)) self.file.write(to_bytes(pprint.pformat(itemdict) + "\n"))
[docs]class PythonItemExporter(BaseItemExporter): """This is a base class for item exporters that extends :class:`BaseItemExporter` with support for nested items. It serializes items to built-in Python types, so that any serialization library (e.g. :mod:`json` or msgpack_) can be used on top of it. .. _msgpack: https://pypi.org/project/msgpack/ """ def _configure(self, options, dont_fail=False): self.binary = options.pop("binary", True) super()._configure(options, dont_fail) if self.binary: warnings.warn( "PythonItemExporter will drop support for binary export in the future", ScrapyDeprecationWarning, ) if not self.encoding: self.encoding = "utf-8" def serialize_field(self, field, name, value): serializer = field.get("serializer", self._serialize_value) return serializer(value) def _serialize_value(self, value): if isinstance(value, Item): return self.export_item(value) if is_item(value): return dict(self._serialize_item(value)) if is_listlike(value): return [self._serialize_value(v) for v in value] encode_func = to_bytes if self.binary else to_unicode if isinstance(value, (str, bytes)): return encode_func(value, encoding=self.encoding) return value def _serialize_item(self, item): for key, value in ItemAdapter(item).items(): key = to_bytes(key) if self.binary else key yield key, self._serialize_value(value) def export_item(self, item): result = dict(self._get_serialized_fields(item)) if self.binary: result = dict(self._serialize_item(result)) return result