Changed stamp karma to proper(ish) PageRank.

api/gooseai.py

@@ -3,7 +3,6 @@
 from utilities import Utilities
 from structlog import get_logger
 from typing import Any
-import asyncio
 import json
 import requests
 
@@ -48,9 +47,8 @@ def get_engine(self) -> GooseAIEngines:
                     return engine
             except Exception as e:
                 log.error(self.class_name, _msg=f"Got error checking if {engine.name} is online.", e=e)
-                loop = asyncio.get_running_loop()
-                loop.create_task(utils.log_error(f"Got error checking if {engine.name} is online."))
-                loop.create_task(utils.log_exception(e))
+                utils.log_error(f"Got error checking if {engine.name} is online.")
+                utils.log_exception(e)
         log.critical(self.class_name, error="No engines for GooseAI are online!")
 
     def completion(
@@ -85,8 +83,7 @@ def get_response(self, engine: GooseAIEngines, prompt: str, logit_bias: dict[int
         if "error" in response:
             error = response["error"]
             log.error(self.class_name, code=error["code"], error=error["message"], info=error["type"])
-            loop = asyncio.get_running_loop()
-            loop.create_task(utils.log_error(f'GooseAI Error {error["code"]} ({error["type"]}): {error["message"]}'))
+            utils.log_error(f'GooseAI Error {error["code"]} ({error["type"]}): {error["message"]}')
             return ""
 
         if response["choices"]:

api/openai.py

@@ -45,15 +45,13 @@ def cf_risk_level(self, prompt):
             )
         except openai.error.AuthenticationError as e:
             self.log.error(self.class_name, error="OpenAI Authentication Failed")
-            loop = asyncio.get_running_loop()
-            loop.create_task(utils.log_error(f"OpenAI Authenication Failed"))
-            loop.create_task(utils.log_exception(e))
+            utils.log_error(f"OpenAI Authenication Failed")
+            utils.log_exception(e)
             return 2
         except openai.error.RateLimitError as e:
             self.log.warning(self.class_name, error="OpenAI Rate Limit Exceeded")
-            loop = asyncio.get_running_loop()
-            loop.create_task(utils.log_error(f"OpenAI Rate Limit Exceeded"))
-            loop.create_task(utils.log_exception(e))
+            utils.log_error(f"OpenAI Rate Limit Exceeded")
+            utils.log_exception(e)
             return 2
 
         output_label = response["choices"][0]["text"]
@@ -134,15 +132,13 @@ def get_response(self, engine: OpenAIEngines, prompt: str, logit_bias: dict[int,
             )
         except openai.error.AuthenticationError as e:
             self.log.error(self.class_name, error="OpenAI Authentication Failed")
-            loop = asyncio.get_running_loop()
-            loop.create_task(utils.log_error(f"OpenAI Authenication Failed"))
-            loop.create_task(utils.log_exception(e))
+            utils.log_error(f"OpenAI Authenication Failed")
+            utils.log_exception(e)
             return ""
         except openai.error.RateLimitError as e:
             self.log.warning(self.class_name, error="OpenAI Rate Limit Exceeded")
-            loop = asyncio.get_running_loop()
-            loop.create_task(utils.log_error(f"OpenAI Rate Limit Exceeded"))
-            loop.create_task(utils.log_exception(e))
+            utils.log_error(f"OpenAI Rate Limit Exceeded")
+            utils.log_exception(e)
             return ""
 
         if response["choices"]:

modules/stampcollection.py

@@ -15,10 +15,14 @@
  "goldstamp": 5
 }
 
+
 class StampsModule(Module):
 
     STAMPS_RESET_MESSAGE = "full stamp history reset complete"
     UNAUTHORIZED_MESSAGE = "You can't do that!"
+    MAX_ROUNDS = 1000  # If we don't converge stamps after 1,000 rounds give up.
+    DECAY_RATE = 0.25  # Decay of votes
+    PRECISION = 8  # Decimal points of precision with stamp solving
 
     def __str__(self):
         return "Stamps Module"
@@ -42,9 +46,9 @@ def update_vote(self, emoji: str, from_id: int, to_id: int,
 
         if (to_id == stampy_id  # votes for stampy do nothing
             or to_id == from_id # votes for yourself do nothing
-            or emoji not in vote_strengths_per_emoji): # votes with emojis other than stamp and goldstamp do nothing            
+            or emoji not in vote_strengths_per_emoji): # votes with emojis other than stamp and goldstamp do nothing
             return
-        
+
         vote_strength = vote_strengths_per_emoji[emoji]
         if negative:
             vote_strength *= -1
@@ -74,20 +78,49 @@ def calculate_stamps(self):
         # self.log.debug(self.class_name, votes=votes)
 
         for from_id, to_id, votes_for_user in votes:
-            from_id_index = self.utils.index[from_id]
+            fromi = self.utils.index[from_id]
             toi = self.utils.index[to_id]
             total_votes_by_user = self.utils.get_votes_by_user(from_id)
-            if total_votes_by_user != 0:
-                score = (self.gamma * votes_for_user) / total_votes_by_user
-                users_matrix[toi, from_id_index] = score
-        for i in range(1, user_count):
-            users_matrix[i, i] = -1.0
-        users_matrix[0, 0] = 1.0
-
-        user_count_matrix = np.zeros(user_count)
-        user_count_matrix[0] = 1.0  # God has 1 karma
-
-        self.utils.scores = list(np.linalg.solve(users_matrix, user_count_matrix))
+            if total_votes_by_user != 0 and toi != fromi:
+                score = votes_for_user / total_votes_by_user
+                users_matrix[toi, fromi] = score
+
+        # self.log.debug(self.class_name, matrix=users_matrix)
+
+        user_raw_stamps_vector = np.zeros(user_count)
+        user_raw_stamps_vector[0] = 1.0  # God has 1 karma
+
+        scores = user_raw_stamps_vector
+        drains = self.utils.get_total_drains()
+        decay_factor = 1 - self.DECAY_RATE
+        # self.log.debug(self.class_name, msg="There is" + (" not" if not drains else "") + " a drain!")
+        for i in range(self.MAX_ROUNDS):
+            old_scores = scores
+            scores = np.dot(users_matrix, scores) * decay_factor
+            if drains:  # If there are drains, we need to make sure stampy always has 1 trust.
+                scores[0] = 1
+            # self.log.debug(self.class_name, step=scores)
+
+            # Check if solved
+            solved = np.all(old_scores.round(self.PRECISION) == scores.round(self.PRECISION))
+            if solved:
+                # Double check work.
+                solved = np.any(scores.round(self.PRECISION) != 0)
+                if not solved and drains == 0:
+                    self.log.warning(
+                        self.class_name,
+                        msg=f"After double checking (at {i+1} round(s)), turns out we have a stamp loop.",
+                    )
+                    drains = 1
+                    continue  # Re-solve
+                self.utils.scores = list(scores)
+                self.log.info(self.class_name, msg=f"Solved stamps in {i+1} round(s).")
+                break
+
+        if not solved:
+            alert = f"Took over {self.MAX_ROUNDS} rounds to solve for stamps!"
+            self.log.warning(self.class_name, alert=alert)
+            self.utils.log_error(alert)
 
         self.export_scores_csv()
         # self.print_all_scores()
@@ -130,7 +163,7 @@ def print_all_scores(self):
                 name = "<@" + str(user_id) + ">"
             stamps = self.get_user_stamps(user_id)
             total_stamps += stamps
-            self.log.info(self.class_name, name=name, stamps=stamps)
+            self.log.info(self.class_name, name=name, stamps=stamps, raw_stamps=stamps / self.total_votes)
 
         self.log.info(self.class_name, total_votes=self.total_votes)
         self.log.info(self.class_name, total_stamps=total_stamps)
@@ -235,7 +268,7 @@ async def process_raw_reaction_event(self, event):
             ms_gid = event.message_id
             from_id = event.user_id
             to_id = author_id_int
-            
+
             self.log.info(
                 self.class_name,
                 update="STAMP AWARDED",
@@ -245,10 +278,10 @@ async def process_raw_reaction_event(self, event):
                 reaction_message_author_id=to_id,
                 reaction_message_author_name=message.author.name,
             )
-    
+
             # I believe this call was a duplicate and it should not be called twice
             # self.update_vote(emoji, from_id, to_id, False, False)
-            
+
             stamps_before_update = self.get_user_stamps(to_id)
             self.update_vote(emoji, from_id, to_id, negative=(event_type == "REACTION_REMOVE"))
             self.log.info(
@@ -276,6 +309,17 @@ def process_message(self, message):
                         return Response(confidence=10, callback=self.reloadallstamps, args=[message])
                 else:
                     return Response(confidence=10, text=self.UNAUTHORIZED_MESSAGE, args=[message])
+            elif text == "recalculatestamps":
+                if message.service == Services.DISCORD:
+                    asked_by_admin = discord.utils.get(message.author.roles, name="bot admin")
+                    if asked_by_admin:
+                        return Response(
+                            confidence=10,
+                            callback=self.recalculate_stamps,
+                            args=[message],
+                        )
+                else:
+                    return Response(confidence=10, text=self.UNAUTHORIZED_MESSAGE, args=[message])
 
         return Response()
 
@@ -306,6 +350,16 @@ async def reloadallstamps(self, message):
             confidence=10, text=self.STAMPS_RESET_MESSAGE, why="robertskmiles reset the stamp history",
         )
 
+    async def recalculate_stamps(self, message):
+        self.log.info(self.class_name, ALERT="Recalculating Stamps")
+        await message.channel.send("Recalculating stamps...")
+        self.calculate_stamps()
+        return Response(
+            confidence=10,
+            text="Done!",
+            why="I was asked to recalculate stamps",
+        )
+
     @property
     def test_cases(self):
         return [

servicemodules/discord.py

@@ -102,7 +102,7 @@ async def on_message(message: discord.message.Message) -> None:
                 try:
                     response = module.process_message(message)
                 except Exception as e:
-                    await self.utils.log_exception(e)
+                    await self.utils.log_exception_async(e)
                 if response:
                     response.module = module  # tag it with the module it came from, for future reference
 
@@ -139,7 +139,7 @@ async def on_message(message: discord.message.Message) -> None:
                 try:
                     if top_response.callback:
                         log.info(class_name, msg="Top response is a callback. Calling it")
-                        
+
                         # Callbacks can take a while to run, so we tell discord to say "Stampy is typing..."
                         # Note that sometimes a callback will run but not send a message, in which case he'll seem to be typing but not say anything. I think this will be rare though.
                         async with message.channel._channel.typing():
@@ -180,7 +180,7 @@ async def on_message(message: discord.message.Message) -> None:
                         return
                 except Exception as e:
                     log.error(e)
-                    await self.utils.log_exception(e)
+                    await self.utils.log_exception_async(e)
 
             # if we ever get here, we've gone maximum_recursion_depth layers deep without the top response being text
             # so that's likely an infinite regress
@@ -271,7 +271,7 @@ async def on_raw_reaction_add(payload: discord.raw_models.RawReactionActionEvent
                 try:
                     await module.process_raw_reaction_event(payload)
                 except Exception as e:
-                    await self.utils.log_exception(e)
+                    await self.utils.log_exception_async(e)
 
         @self.utils.client.event
         async def on_raw_reaction_remove(payload: discord.raw_models.RawReactionActionEvent) -> None:

utilities/utilities.py

@@ -491,6 +491,15 @@ def get_all_user_votes(self):
         query = "SELECT user,votedFor,votecount from uservotes;"
         return self.db.query(query)
 
+    def get_total_drains(self) -> int:
+        query = (
+            "SELECT count(*) as drains "
+            "FROM (SELECT `votedFor` as `user`, sum(`votecount`) as votes_received FROM `uservotes`"
+            "GROUP BY `votedFor`) AS B LEFT JOIN (SELECT `user`, sum(`votecount`) as votes_made FROM "
+            "`uservotes` GROUP BY `user`) AS A USING(`user`) WHERE `votes_made` is NULL;"
+        )
+        return self.db.query(query)[0][0]
+
     def get_users(self):
         query = "SELECT user from (SELECT user FROM uservotes UNION SELECT votedFor as user FROM uservotes)"
         result = self.db.query(query)