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Switch auto field stats to an item pipeline #216
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71567e6
Switch auto field stats to an item pipeline
Gallaecio e1eaa04
Add types
Gallaecio 1935012
Remove unnecessary line
Gallaecio 619f87c
Require the latest zyte-common-items in provider-pinned
Gallaecio afe00e8
Require zyte-common-items 0.21.0
Gallaecio 52c8717
Test missing InjectionMiddleware
Gallaecio bd49a10
ScrapyZyteAPIPoetItemPipeline → ScrapyZyteAPIAutoFieldStatsItemPipeline
Gallaecio a89f3b7
Improve code readability
Gallaecio 959bbdf
Add missing return values to process_item
Gallaecio a5ffb08
Merge remote-tracking branch 'scrapy-plugins/main' into auto-fields
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,88 @@ | ||
from logging import getLogger | ||
from typing import Any, Set, Type | ||
|
||
from itemadapter import ItemAdapter | ||
from scrapy import Spider | ||
from scrapy.crawler import Crawler | ||
from scrapy.exceptions import NotConfigured | ||
from scrapy.utils.misc import load_object | ||
from scrapy_poet import InjectionMiddleware | ||
from web_poet.fields import get_fields_dict | ||
from web_poet.utils import get_fq_class_name | ||
from zyte_common_items.fields import is_auto_field | ||
|
||
logger = getLogger(__name__) | ||
|
||
|
||
class ScrapyZyteAPIAutoFieldStatsItemPipeline: | ||
|
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@classmethod | ||
def from_crawler(cls, crawler): | ||
return cls(crawler) | ||
|
||
def __init__(self, crawler: Crawler): | ||
if not crawler.settings.getbool("ZYTE_API_AUTO_FIELD_STATS", False): | ||
raise NotConfigured | ||
|
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raw_url_fields = crawler.settings.getdict("ZYTE_API_AUTO_FIELD_URL_FIELDS", {}) | ||
self._url_fields = {load_object(k): v for k, v in raw_url_fields.items()} | ||
self._seen: Set[Type] = set() | ||
self._crawler = crawler | ||
self._stats = crawler.stats | ||
self._item_cls_without_url: Set[Type] = set() | ||
|
||
def open_spider(self, spider): | ||
for component in self._crawler.engine.downloader.middleware.middlewares: | ||
if isinstance(component, InjectionMiddleware): | ||
self._registry = component.injector.registry | ||
return | ||
raise RuntimeError( | ||
"Could not find scrapy_poet.InjectionMiddleware among downloader " | ||
"middlewares. scrapy-poet may be misconfigured." | ||
) | ||
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def process_item(self, item: Any, spider: Spider): | ||
item_cls = item.__class__ | ||
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url_field = self._url_fields.get(item_cls, "url") | ||
adapter = ItemAdapter(item) | ||
url = adapter.get(url_field, None) | ||
if not url: | ||
if item_cls not in self._item_cls_without_url: | ||
self._item_cls_without_url.add(item_cls) | ||
logger.warning( | ||
f"An item of type {item_cls} was missing a non-empty URL " | ||
f"in its {url_field!r} field. An item URL is necessary to " | ||
f"determine the page object that was used to generate " | ||
f"that item, and hence print the auto field stats that " | ||
f"you requested by enabling the ZYTE_API_AUTO_FIELD_STATS " | ||
f"setting. If {url_field!r} is the wrong URL field for " | ||
f"that item type, use the ZYTE_API_AUTO_FIELD_URL_FIELDS " | ||
f"setting to set a different field." | ||
) | ||
return | ||
|
||
page_cls = self._registry.page_cls_for_item(url, item_cls) | ||
|
||
cls = page_cls or item_cls | ||
if cls in self._seen: | ||
return | ||
self._seen.add(cls) | ||
|
||
if not page_cls: | ||
field_list = "(all fields)" | ||
else: | ||
auto_fields = set() | ||
missing_fields = False | ||
for field_name in get_fields_dict(page_cls): | ||
if is_auto_field(page_cls, field_name): # type: ignore[arg-type] | ||
auto_fields.add(field_name) | ||
else: | ||
missing_fields = True | ||
if missing_fields: | ||
field_list = " ".join(sorted(auto_fields)) | ||
else: | ||
field_list = "(all fields)" | ||
|
||
cls_fqn = get_fq_class_name(cls) | ||
self._stats.set_value(f"scrapy-zyte-api/auto_fields/{cls_fqn}", field_list) |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
from ._poet_item_pipelines import ScrapyZyteAPIAutoFieldStatsItemPipeline |
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Moving it to scrapy-poet might allow to make the name shorter :)