mirror of
https://github.com/believethehype/nostrdvm.git
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402 lines
16 KiB
Python
402 lines
16 KiB
Python
import csv
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import json
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import os
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import time
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import networkx as nx
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from nostr_sdk import Timestamp, PublicKey, Tag, Keys, Options, SecretKey, NostrSigner, NostrDatabase, \
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ClientBuilder, Filter, SyncOptions, SyncDirection, init_logger, LogLevel, Kind
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from nostr_dvm.interfaces.dvmtaskinterface import DVMTaskInterface, process_venv
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from nostr_dvm.tasks.people_discovery_wot import DiscoverPeopleWOT
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from nostr_dvm.utils.admin_utils import AdminConfig
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from nostr_dvm.utils.definitions import EventDefinitions
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from nostr_dvm.utils.dvmconfig import DVMConfig, build_default_config
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from nostr_dvm.utils.nip88_utils import NIP88Config, check_and_set_d_tag_nip88, check_and_set_tiereventid_nip88
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from nostr_dvm.utils.nip89_utils import NIP89Config, check_and_set_d_tag, create_amount_tag
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from nostr_dvm.utils.output_utils import post_process_list_to_users
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from nostr_dvm.utils.wot_utils import build_wot_network, save_network, load_network, convert_index_to_hex
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"""
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This File contains a Module to discover users followed by users you follow, based on WOT
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Accepted Inputs: none
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Outputs: A list of users
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Params: None
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"""
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class DiscoverPeopleMyWOT(DVMTaskInterface):
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KIND: Kind = EventDefinitions.KIND_NIP90_PEOPLE_DISCOVERY
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TASK: str = "discover-people"
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FIX_COST: float = 0
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dvm_config: DVMConfig
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request_form = None
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last_schedule: int
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db_since = 3600
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db_name = "db/nostr_followlists.db"
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personalized = True
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result = ""
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async def init_dvm(self, name, dvm_config: DVMConfig, nip89config: NIP89Config, nip88config: NIP88Config = None,
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admin_config: AdminConfig = None, options=None):
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dvm_config.SCRIPT = os.path.abspath(__file__)
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self.request_form = {"jobID": "generic"}
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opts = {
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"max_results": 50,
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}
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self.request_form['options'] = json.dumps(opts)
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self.last_schedule = Timestamp.now().as_secs()
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if self.options.get("db_name"):
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self.db_name = self.options.get("db_name")
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if self.options.get("db_since"):
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self.db_since = int(self.options.get("db_since"))
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use_logger = False
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if use_logger:
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init_logger(LogLevel.DEBUG)
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if self.dvm_config.UPDATE_DATABASE:
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await self.sync_db()
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if not self.personalized:
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self.result = await self.calculate_result(self.request_form)
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async def is_input_supported(self, tags, client=None, dvm_config=None):
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for tag in tags:
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if tag.as_vec()[0] == 'i':
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input_value = tag.as_vec()[1]
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input_type = tag.as_vec()[2]
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if input_type != "text":
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return False
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return True
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async def create_request_from_nostr_event(self, event, client=None, dvm_config=None):
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self.dvm_config = dvm_config
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request_form = {"jobID": event.id().to_hex()}
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# default values
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max_results = 50
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user = event.author().to_hex()
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print(user)
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hops = 2
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dunbar = 1000
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for tag in event.tags().to_vec():
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if tag.as_vec()[0] == 'i':
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input_type = tag.as_vec()[2]
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elif tag.as_vec()[0] == 'param':
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param = tag.as_vec()[1]
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if param == "max_results": # check for param type
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max_results = int(tag.as_vec()[2])
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elif param == "user": # check for param type
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user = tag.as_vec()[2]
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print(user)
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elif param == "hops": # check for param type
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hops = int(tag.as_vec()[2])
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print(hops)
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elif param == "dunbar": # check for param type
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dunbar = int(tag.as_vec()[2])
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print(dunbar)
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options = {
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"user": user,
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"max_results": max_results,
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"hops": hops,
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"dunbar": dunbar,
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}
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request_form['options'] = json.dumps(options)
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return request_form
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async def process(self, request_form):
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# if the dvm supports individual results, recalculate it every time for the request
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if self.personalized:
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return await self.calculate_result(request_form)
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# else return the result that gets updated once every scheduled update. In this case on database update.
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else:
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return self.result
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async def calculate_result(self, request_form):
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from types import SimpleNamespace
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ns = SimpleNamespace()
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use_files = False
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options = self.set_options(request_form)
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file = "db/" + options["user"] + ".json"
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try:
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print("Deleting existing file, creating new one")
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os.remove(file)
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except:
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print("Creating new file")
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# sync the database, this might take a while if it's empty or hasn't been updated in a long time
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# hop1
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user_id = PublicKey.parse(options["user"]).to_hex()
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index_map, G = await build_wot_network(options["user"], depth=int(options["hops"]), max_batch=500,
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max_time_request=10, dvm_config=self.dvm_config)
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if use_files:
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save_network(index_map, G, options["user"])
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if use_files:
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# loading the database
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print('loading the database...')
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tic = time.time()
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index_map, G = load_network(options["user"])
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toc = time.time()
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print(f'finished in {toc - tic} seconds')
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# computing the pagerank
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print('computing global pagerank...')
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tic = time.time()
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pr = nx.pagerank(G, tol=1e-12)
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# await print_results(pr, index_map, int(options["max_results"]), getmetadata=False)
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result = await convert_index_to_hex(pr, index_map, int(options["max_results"]))
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print(result)
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toc = time.time()
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print(f'finished in {toc - tic} seconds')
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# sorted_nodes = sorted([(node, pagerank) for node, pagerank in result.items()],
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# key=lambda x: pr[x[1]],
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# reverse=True)[:int(options["max_results"])]
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for node in result.items():
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print(str(node[0]) + "," + str(node[1]))
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result_list = []
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for entry in result.items():
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# print(EventId.parse(entry[0]).to_bech32() + "/" + EventId.parse(entry[0]).to_hex() + ": " + str(entry[1]))
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e_tag = Tag.parse(["p", str(entry[0]), str(entry[1])])
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result_list.append(e_tag.as_vec())
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if self.dvm_config.LOGLEVEL.value >= LogLevel.DEBUG.value:
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print("[" + self.dvm_config.NIP89.NAME + "] Filtered " + str(
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len(result_list)) + " fitting events.")
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return json.dumps(result_list)
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async def post_process(self, result, event):
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"""Overwrite the interface function to return a social client readable format, if requested"""
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for tag in event.tags().to_vec():
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if tag.as_vec()[0] == 'output':
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format = tag.as_vec()[1]
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if format == "text/plain": # check for output type
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result = post_process_list_to_users(result)
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# if not text/plain, don't post-process
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return result
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async def schedule(self, dvm_config):
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if dvm_config.SCHEDULE_UPDATES_SECONDS == 0:
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return 0
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else:
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if Timestamp.now().as_secs() >= self.last_schedule + dvm_config.SCHEDULE_UPDATES_SECONDS:
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if self.dvm_config.UPDATE_DATABASE:
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await self.sync_db()
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self.last_schedule = Timestamp.now().as_secs()
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if not self.personalized:
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self.result = await self.calculate_result(self.request_form)
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return 1
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async def sync_db(self):
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sk = SecretKey.parse(self.dvm_config.PRIVATE_KEY)
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keys = Keys.parse(sk.to_hex())
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database = NostrDatabase.lmdb(self.db_name)
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cli = ClientBuilder().signer(NostrSigner.keys(keys)).database(database).build()
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for relay in self.dvm_config.SYNC_DB_RELAY_LIST:
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await cli.add_relay(relay)
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await cli.connect()
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timestamp_since = Timestamp.now().as_secs() - self.db_since
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since = Timestamp.from_secs(timestamp_since)
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filter1 = Filter().kind(Kind(3))
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# filter = Filter().author(keys.public_key())
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if self.dvm_config.LOGLEVEL.value >= LogLevel.DEBUG.value:
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print("[" + self.dvm_config.NIP89.NAME + "] Syncing notes of the last " + str(
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self.db_since) + " seconds.. this might take a while..")
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dbopts = SyncOptions().direction(SyncDirection.DOWN)
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await cli.sync(filter1, dbopts)
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await cli.database().delete(Filter().until(Timestamp.from_secs(
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Timestamp.now().as_secs() - self.db_since))) # Clear old events so db doesn't get too full.
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await cli.shutdown()
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if self.dvm_config.LOGLEVEL.value >= LogLevel.DEBUG.value:
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print(
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"[" + self.dvm_config.NIP89.NAME + "] Done Syncing Notes of the last " + str(
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self.db_since) + " seconds..")
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async def analyse_users(user_ids=None, dunbar=100000000):
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if user_ids is None:
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user_ids = []
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try:
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user_keys = []
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for npub in user_ids:
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try:
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user_keys.append(PublicKey.parse(npub))
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except Exception as e:
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print(npub)
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print(e)
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database = NostrDatabase.lmdb("db/nostr_followlists.db")
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followers_filter = Filter().authors(user_keys).kind(Kind(3))
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followers = await database.query(followers_filter)
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allfriends = []
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if len(followers.to_vec()) > 0:
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for follower in followers.to_vec():
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frens = []
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if len(follower.tags().to_vec()) < dunbar:
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for tag in follower.tags().to_vec():
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if tag.as_vec()[0] == "p":
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frens.append(tag.as_vec()[1])
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allfriends.append(Friend(follower.author().to_hex(), frens))
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else:
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print("Skipping friend: " + follower.author().to_hex() + "Following: " + str(
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len(follower.tags().to_vec())) + " npubs")
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return allfriends
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else:
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print("no followers")
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return []
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except Exception as e:
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print(e)
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return []
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class Friend(object):
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def __init__(self, user_id, friends):
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self.user_id = user_id
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self.friends = friends
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def write_to_csv(friends, file="friends222.csv"):
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with open(file, 'a') as f:
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writer = csv.writer(f)
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for friend in friends:
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for fren in friend.friends:
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row = [friend.user_id, fren]
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writer.writerow(row)
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# We build an example here that we can call by either calling this file directly from the main directory,
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# or by adding it to our playground. You can call the example and adjust it to your needs or redefine it in the
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# playground or elsewhere
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def build_example(name, identifier, admin_config, options, cost=0, update_rate=180, processing_msg=None,
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update_db=True):
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dvm_config = build_default_config(identifier)
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dvm_config.USE_OWN_VENV = False
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dvm_config.SHOWLOG = True
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dvm_config.SCHEDULE_UPDATES_SECONDS = update_rate # Every 10 minutes
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dvm_config.UPDATE_DATABASE = update_db
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# Activate these to use a subscription based model instead
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# dvm_config.SUBSCRIPTION_REQUIRED = True
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# dvm_config.SUBSCRIPTION_DAILY_COST = 1
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dvm_config.FIX_COST = cost
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dvm_config.CUSTOM_PROCESSING_MESSAGE = processing_msg
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admin_config.LUD16 = dvm_config.LN_ADDRESS
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image = "https://image.nostr.build/3cdd70113e05375e6240f2ecca5d9f4ee783ab386b00cc07ca907b601ab91a85.jpg",
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# Add NIP89
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nip89info = {
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"name": name,
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"picture": image,
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"about": "I show notes that are currently popular",
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"lud16": dvm_config.LN_ADDRESS,
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"supportsEncryption": True,
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"acceptsNutZaps": dvm_config.ENABLE_NUTZAP,
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"personalized": False,
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"amount": create_amount_tag(cost),
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"nip90Params": {
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"max_results": {
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"required": False,
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"values": [],
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"description": "The number of maximum results to return (default currently 100)"
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}
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}
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}
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nip89config = NIP89Config()
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nip89config.DTAG = check_and_set_d_tag(identifier, name, dvm_config.PRIVATE_KEY, nip89info["picture"])
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nip89config.CONTENT = json.dumps(nip89info)
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# admin_config.UPDATE_PROFILE = False
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# admin_config.REBROADCAST_NIP89 = False
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return DiscoverPeopleWOT(name=name, dvm_config=dvm_config, nip89config=nip89config,
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admin_config=admin_config, options=options)
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def build_example_subscription(name, identifier, admin_config, options, update_rate=180, processing_msg=None,
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update_db=True):
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dvm_config = build_default_config(identifier)
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dvm_config.USE_OWN_VENV = False
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dvm_config.SHOWLOG = True
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dvm_config.SCHEDULE_UPDATES_SECONDS = update_rate # Every 3 minutes
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dvm_config.UPDATE_DATABASE = update_db
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# Activate these to use a subscription based model instead
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# dvm_config.SUBSCRIPTION_DAILY_COST = 1
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dvm_config.FIX_COST = 0
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dvm_config.CUSTOM_PROCESSING_MESSAGE = processing_msg
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admin_config.LUD16 = dvm_config.LN_ADDRESS
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image = "https://image.nostr.build/3cdd70113e05375e6240f2ecca5d9f4ee783ab386b00cc07ca907b601ab91a85.jpg",
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# Add NIP89
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nip89info = {
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"name": name,
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"picture": image,
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"about": "I show notes that are currently popular all over Nostr. I'm also used for testing subscriptions.",
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"lud16": dvm_config.LN_ADDRESS,
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"supportsEncryption": True,
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"acceptsNutZaps": dvm_config.ENABLE_NUTZAP,
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"subscription": True,
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"personalized": False,
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"nip90Params": {
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"max_results": {
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"required": False,
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"values": [],
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"description": "The number of maximum results to return (default currently 100)"
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}
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}
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}
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nip89config = NIP89Config()
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nip89config.DTAG = check_and_set_d_tag(identifier, name, dvm_config.PRIVATE_KEY, nip89info["picture"])
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nip89config.CONTENT = json.dumps(nip89info)
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nip88config = NIP88Config()
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nip88config.DTAG = check_and_set_d_tag_nip88(identifier, name, dvm_config.PRIVATE_KEY, nip89info["picture"])
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nip88config.TIER_EVENT = check_and_set_tiereventid_nip88(identifier, "1")
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nip89config.NAME = name
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nip88config.IMAGE = nip89info["picture"]
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nip88config.TITLE = name
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nip88config.AMOUNT_DAILY = 100
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nip88config.AMOUNT_MONTHLY = 2000
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nip88config.CONTENT = "Subscribe to the DVM for unlimited use during your subscription"
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nip88config.PERK1DESC = "Unlimited requests"
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nip88config.PERK2DESC = "Support NostrDVM & NostrSDK development"
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nip88config.PAYMENT_VERIFIER_PUBKEY = "5b5c045ecdf66fb540bdf2049fe0ef7f1a566fa427a4fe50d400a011b65a3a7e"
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# admin_config.UPDATE_PROFILE = False
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# admin_config.REBROADCAST_NIP89 = False
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# admin_config.REBROADCAST_NIP88 = False
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# admin_config.FETCH_NIP88 = True
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# admin_config.EVENTID = ""
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# admin_config.PRIVKEY = dvm_config.PRIVATE_KEY
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return DiscoverPeopleMyWOT(name=name, dvm_config=dvm_config, nip89config=nip89config,
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nip88config=nip88config, options=options,
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admin_config=admin_config)
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if __name__ == '__main__':
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process_venv(DiscoverPeopleMyWOT)
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