Files
crawl4ai/crawl4ai/models.py
UncleCode 29f7915b79 fix(models): support float timestamps in CrawlStats
Modify CrawlStats class to handle both datetime and float timestamp formats for start_time and end_time fields. This change improves compatibility with different time formats while maintaining existing functionality.

Other minor changes:
- Add datetime import in async_dispatcher
- Update JsonElementExtractionStrategy kwargs handling

No breaking changes.
2025-03-06 20:30:57 +08:00

342 lines
11 KiB
Python

from re import U
from pydantic import BaseModel, HttpUrl, PrivateAttr
from typing import List, Dict, Optional, Callable, Awaitable, Union, Any
from enum import Enum
from dataclasses import dataclass
from .ssl_certificate import SSLCertificate
from datetime import datetime
from datetime import timedelta
###############################
# Dispatcher Models
###############################
@dataclass
class DomainState:
last_request_time: float = 0
current_delay: float = 0
fail_count: int = 0
@dataclass
class CrawlerTaskResult:
task_id: str
url: str
result: "CrawlResult"
memory_usage: float
peak_memory: float
start_time: Union[datetime, float]
end_time: Union[datetime, float]
error_message: str = ""
class CrawlStatus(Enum):
QUEUED = "QUEUED"
IN_PROGRESS = "IN_PROGRESS"
COMPLETED = "COMPLETED"
FAILED = "FAILED"
# @dataclass
# class CrawlStats:
# task_id: str
# url: str
# status: CrawlStatus
# start_time: Optional[datetime] = None
# end_time: Optional[datetime] = None
# memory_usage: float = 0.0
# peak_memory: float = 0.0
# error_message: str = ""
# @property
# def duration(self) -> str:
# if not self.start_time:
# return "0:00"
# end = self.end_time or datetime.now()
# duration = end - self.start_time
# return str(timedelta(seconds=int(duration.total_seconds())))
@dataclass
class CrawlStats:
task_id: str
url: str
status: CrawlStatus
start_time: Optional[Union[datetime, float]] = None
end_time: Optional[Union[datetime, float]] = None
memory_usage: float = 0.0
peak_memory: float = 0.0
error_message: str = ""
@property
def duration(self) -> str:
if not self.start_time:
return "0:00"
# Convert start_time to datetime if it's a float
start = self.start_time
if isinstance(start, float):
start = datetime.fromtimestamp(start)
# Get end time or use current time
end = self.end_time or datetime.now()
# Convert end_time to datetime if it's a float
if isinstance(end, float):
end = datetime.fromtimestamp(end)
duration = end - start
return str(timedelta(seconds=int(duration.total_seconds())))
class DisplayMode(Enum):
DETAILED = "DETAILED"
AGGREGATED = "AGGREGATED"
###############################
# Crawler Models
###############################
@dataclass
class TokenUsage:
completion_tokens: int = 0
prompt_tokens: int = 0
total_tokens: int = 0
completion_tokens_details: Optional[dict] = None
prompt_tokens_details: Optional[dict] = None
class UrlModel(BaseModel):
url: HttpUrl
forced: bool = False
class MarkdownGenerationResult(BaseModel):
raw_markdown: str
markdown_with_citations: str
references_markdown: str
fit_markdown: Optional[str] = None
fit_html: Optional[str] = None
def __str__(self):
return self.raw_markdown
@dataclass
class TraversalStats:
"""Statistics for the traversal process"""
start_time: datetime = datetime.now()
urls_processed: int = 0
urls_failed: int = 0
urls_skipped: int = 0
total_depth_reached: int = 0
current_depth: int = 0
class DispatchResult(BaseModel):
task_id: str
memory_usage: float
peak_memory: float
start_time: Union[datetime, float]
end_time: Union[datetime, float]
error_message: str = ""
class CrawlResult(BaseModel):
url: str
html: str
success: bool
cleaned_html: Optional[str] = None
media: Dict[str, List[Dict]] = {}
links: Dict[str, List[Dict]] = {}
downloaded_files: Optional[List[str]] = None
js_execution_result: Optional[Dict[str, Any]] = None
screenshot: Optional[str] = None
pdf: Optional[bytes] = None
_markdown: Optional[MarkdownGenerationResult] = PrivateAttr(default=None)
extracted_content: Optional[str] = None
metadata: Optional[dict] = None
error_message: Optional[str] = None
session_id: Optional[str] = None
response_headers: Optional[dict] = None
status_code: Optional[int] = None
ssl_certificate: Optional[SSLCertificate] = None
dispatch_result: Optional[DispatchResult] = None
redirected_url: Optional[str] = None
class Config:
arbitrary_types_allowed = True
# NOTE: The StringCompatibleMarkdown class, custom __init__ method, property getters/setters,
# and model_dump override all exist to support a smooth transition from markdown as a string
# to markdown as a MarkdownGenerationResult object, while maintaining backward compatibility.
#
# This allows code that expects markdown to be a string to continue working, while also
# providing access to the full MarkdownGenerationResult object's properties.
#
# The markdown_v2 property is deprecated and raises an error directing users to use markdown.
#
# When backward compatibility is no longer needed in future versions, this entire mechanism
# can be simplified to a standard field with no custom accessors or serialization logic.
def __init__(self, **data):
markdown_result = data.pop('markdown', None)
super().__init__(**data)
if markdown_result is not None:
self._markdown = (
MarkdownGenerationResult(**markdown_result)
if isinstance(markdown_result, dict)
else markdown_result
)
@property
def markdown(self):
"""
Property that returns a StringCompatibleMarkdown object that behaves like
a string but also provides access to MarkdownGenerationResult attributes.
This approach allows backward compatibility with code that expects 'markdown'
to be a string, while providing access to the full MarkdownGenerationResult.
"""
if self._markdown is None:
return None
return StringCompatibleMarkdown(self._markdown)
@markdown.setter
def markdown(self, value):
"""
Setter for the markdown property.
"""
self._markdown = value
@property
def markdown_v2(self):
"""
Deprecated property that raises an AttributeError when accessed.
This property exists to inform users that 'markdown_v2' has been
deprecated and they should use 'markdown' instead.
"""
raise AttributeError(
"The 'markdown_v2' attribute is deprecated and has been removed. "
"""Please use 'markdown' instead, which now returns a MarkdownGenerationResult, with
following properties:
- raw_markdown: The raw markdown string
- markdown_with_citations: The markdown string with citations
- references_markdown: The markdown string with references
- fit_markdown: The markdown string with fit text
"""
)
@property
def fit_markdown(self):
"""
Deprecated property that raises an AttributeError when accessed.
"""
raise AttributeError(
"The 'fit_markdown' attribute is deprecated and has been removed. "
"Please use 'markdown.fit_markdown' instead."
)
@property
def fit_html(self):
"""
Deprecated property that raises an AttributeError when accessed.
"""
raise AttributeError(
"The 'fit_html' attribute is deprecated and has been removed. "
"Please use 'markdown.fit_html' instead."
)
def model_dump(self, *args, **kwargs):
"""
Override model_dump to include the _markdown private attribute in serialization.
This override is necessary because:
1. PrivateAttr fields are excluded from serialization by default
2. We need to maintain backward compatibility by including the 'markdown' field
in the serialized output
3. We're transitioning from 'markdown_v2' to enhancing 'markdown' to hold
the same type of data
Future developers: This method ensures that the markdown content is properly
serialized despite being stored in a private attribute. If the serialization
requirements change, this is where you would update the logic.
"""
result = super().model_dump(*args, **kwargs)
if self._markdown is not None:
result["markdown"] = self._markdown.model_dump()
return result
class StringCompatibleMarkdown(str):
"""A string subclass that also provides access to MarkdownGenerationResult attributes"""
def __new__(cls, markdown_result):
return super().__new__(cls, markdown_result.raw_markdown)
def __init__(self, markdown_result):
self._markdown_result = markdown_result
def __getattr__(self, name):
return getattr(self._markdown_result, name)
# END of backward compatibility code for markdown/markdown_v2.
# When removing this code in the future, make sure to:
# 1. Replace the private attribute and property with a standard field
# 2. Update any serialization logic that might depend on the current behavior
class AsyncCrawlResponse(BaseModel):
html: str
response_headers: Dict[str, str]
js_execution_result: Optional[Dict[str, Any]] = None
status_code: int
screenshot: Optional[str] = None
pdf_data: Optional[bytes] = None
get_delayed_content: Optional[Callable[[Optional[float]], Awaitable[str]]] = None
downloaded_files: Optional[List[str]] = None
ssl_certificate: Optional[SSLCertificate] = None
redirected_url: Optional[str] = None
class Config:
arbitrary_types_allowed = True
###############################
# Scraping Models
###############################
class MediaItem(BaseModel):
src: Optional[str] = ""
data: Optional[str] = ""
alt: Optional[str] = ""
desc: Optional[str] = ""
score: Optional[int] = 0
type: str = "image"
group_id: Optional[int] = 0
format: Optional[str] = None
width: Optional[int] = None
class Link(BaseModel):
href: Optional[str] = ""
text: Optional[str] = ""
title: Optional[str] = ""
base_domain: Optional[str] = ""
class Media(BaseModel):
images: List[MediaItem] = []
videos: List[
MediaItem
] = [] # Using MediaItem model for now, can be extended with Video model if needed
audios: List[
MediaItem
] = [] # Using MediaItem model for now, can be extended with Audio model if needed
class Links(BaseModel):
internal: List[Link] = []
external: List[Link] = []
class ScrapingResult(BaseModel):
cleaned_html: str
success: bool
media: Media = Media()
links: Links = Links()
metadata: Dict[str, Any] = {}