import json import os import re from nostr_sdk import Kind from nostr_dvm.interfaces.dvmtaskinterface import DVMTaskInterface, process_venv from nostr_dvm.utils.admin_utils import AdminConfig from nostr_dvm.utils.definitions import EventDefinitions from nostr_dvm.utils.dvmconfig import DVMConfig, build_default_config from nostr_dvm.utils.nip88_utils import NIP88Config from nostr_dvm.utils.nip89_utils import NIP89Config, check_and_set_d_tag from nostr_dvm.utils.nostr_utils import get_event_by_id """ This File contains a Module to extract Text from a PDF file locally on the DVM Machine Accepted Inputs: Url to pdf file, Event containing an URL to a PDF file Outputs: Text containing the extracted contents of the PDF file Params: None """ class TextExtractionPDF(DVMTaskInterface): KIND: Kind = EventDefinitions.KIND_NIP90_EXTRACT_TEXT TASK: str = "pdf-to-text" FIX_COST: float = 0 dependencies = [("nostr-dvm", "nostr-dvm"), ("pypdf", "pypdf==3.17.1")] async def init_dvm(self, name, dvm_config: DVMConfig, nip89config: NIP89Config, nip88config: NIP88Config = None, admin_config: AdminConfig = None, options=None): dvm_config.SCRIPT = os.path.abspath(__file__) async def is_input_supported(self, tags, client=None, dvm_config=None): for tag in tags: if tag.as_vec()[0] == 'i': input_value = tag.as_vec()[1] input_type = tag.as_vec()[2] if input_type != "url" and input_type != "event": return False return True async def create_request_from_nostr_event(self, event, client=None, dvm_config=None): request_form = {"jobID": event.id().to_hex()} # default values input_type = "url" input_content = "" url = "" for tag in event.tags().to_vec(): if tag.as_vec()[0] == 'i': input_type = tag.as_vec()[2] input_content = tag.as_vec()[1] if input_type == "url": url = input_content # if event contains url to pdf, we checked for a pdf link before elif input_type == "event": evt = await get_event_by_id(input_content, client=client, config=dvm_config) url = re.search("(?Phttps?://[^\\s]+)", evt.content()).group("url") options = { "url": url, } request_form['options'] = json.dumps(options) return request_form async def process(self, request_form): from pypdf import PdfReader from pathlib import Path import requests options = self.set_options(request_form) try: file_path = Path('temp.pdf') response = requests.get(options["url"]) file_path.write_bytes(response.content) reader = PdfReader(file_path) number_of_pages = len(reader.pages) text = "" for page_num in range(number_of_pages): page = reader.pages[page_num] text = text + page.extract_text() os.remove('temp.pdf') return text except Exception as e: raise Exception(e) # We build an example here that we can call by either calling this file directly from the main directory, # or by adding it to our playground. You can call the example and adjust it to your needs or redefine it in the # playground or elsewhere def build_example(name, identifier, admin_config): dvm_config = build_default_config(identifier) admin_config.LUD16 = dvm_config.LN_ADDRESS # Add NIP89 nip89info = { "name": name, "picture": "https://image.nostr.build/c33ca6fc4cc038ca4adb46fdfdfda34951656f87ee364ef59095bae1495ce669.jpg", "about": "I extract text from pdf documents. I only support Latin letters", "supportsEncryption": True, "acceptsNutZaps": False, "nip90Params": {} } nip89config = NIP89Config() nip89config.DTAG = check_and_set_d_tag(identifier, name, dvm_config.PRIVATE_KEY, nip89info["picture"]) nip89config.CONTENT = json.dumps(nip89info) return TextExtractionPDF(name=name, dvm_config=dvm_config, nip89config=nip89config, admin_config=admin_config) if __name__ == '__main__': process_venv(TextExtractionPDF)