From f6077d1f98023ac3bf0c89ef6b3d67dde4818df7 Mon Sep 17 00:00:00 2001 From: VinciGit00 Date: Sat, 27 Apr 2024 13:31:53 +0200 Subject: [PATCH] feat: add new proxy rotation function --- scrapegraphai/nodes/fetch_node.py | 12 ++++++++-- scrapegraphai/utils/__init__.py | 1 + scrapegraphai/utils/proxy_rotation.py | 32 +++++++++++++++++++++++++++ 3 files changed, 43 insertions(+), 2 deletions(-) create mode 100644 scrapegraphai/utils/proxy_rotation.py diff --git a/scrapegraphai/nodes/fetch_node.py b/scrapegraphai/nodes/fetch_node.py index ff5674e2..bdbabfb1 100644 --- a/scrapegraphai/nodes/fetch_node.py +++ b/scrapegraphai/nodes/fetch_node.py @@ -7,6 +7,7 @@ from langchain_community.document_loaders import AsyncHtmlLoader from langchain_core.documents import Document from .base_node import BaseNode from ..utils.remover import remover +from ..utils.proxy_rotation import proxy_rotation class FetchNode(BaseNode): @@ -37,13 +38,16 @@ class FetchNode(BaseNode): to succeed. """ - def __init__(self, input: str, output: List[str], node_name: str = "Fetch"): + def __init__(self, input: str, output: List[str], num_prox: int = True, + node_name: str = "Fetch"): """ Initializes the FetchHTMLNode with a node name and node type. Arguments: node_name (str): name of the node + prox_rotation (bool): if you wamt to rotate proxies """ super().__init__(node_name, "node", input, output, 1) + self.num_prox = num_prox def execute(self, state): """ @@ -78,7 +82,11 @@ class FetchNode(BaseNode): # if it is a URL else: - loader = AsyncHtmlLoader(source) + if self.num_prox > 1: + loader = AsyncHtmlLoader( + source, proxies=proxy_rotation(self.num_prox)) + else: + loader = AsyncHtmlLoader(source) document = loader.load() compressed_document = [ Document(page_content=remover(str(document)))] diff --git a/scrapegraphai/utils/__init__.py b/scrapegraphai/utils/__init__.py index 2ea30cf1..4d339ed4 100644 --- a/scrapegraphai/utils/__init__.py +++ b/scrapegraphai/utils/__init__.py @@ -5,3 +5,4 @@ from .save_audio_from_bytes import save_audio_from_bytes from .convert_to_csv import convert_to_csv from .convert_to_json import convert_to_json from .prettify_exec_info import prettify_exec_info +from .proxy_rotation import proxy_rotation diff --git a/scrapegraphai/utils/proxy_rotation.py b/scrapegraphai/utils/proxy_rotation.py new file mode 100644 index 00000000..62f9f1de --- /dev/null +++ b/scrapegraphai/utils/proxy_rotation.py @@ -0,0 +1,32 @@ +""" +Module for rotating proxies +""" +from fp.fp import FreeProxy + + +def proxy_rotation(num_ips: int): + """ + Rotates through a specified number of proxy IPs using the FreeProxy library. + + Args: + num_ips (int): The number of proxy IPs to rotate through. + + Returns: + dict: A dictionary containing the rotated proxy IPs, indexed by their position in rotation. + + Example: + >>> proxy_rotation(5) + { + 0: '192.168.1.1:8080', + 1: '103.10.63.135:8080', + 2: '176.9.75.42:8080', + 3: '37.57.216.2:8080', + 4: '113.20.31.250:8080' + } + """ + res = {} + + for i in range(0, num_ips): + res[i] = FreeProxy().get() + + return res