From 3f7cf9c14de127ddae13be17b912d52093617b83 Mon Sep 17 00:00:00 2001 From: jonny <32085184+jonnyjohnson1@users.noreply.github.com> Date: Fri, 25 Oct 2024 16:52:52 -0500 Subject: [PATCH 1/4] feat: new postgres db tables and schema (WIP) --- config.yaml | 2 +- default.nix | 46 ++++++--- pyproject.toml | 6 +- topos/api/debate_routes.py | 3 +- topos/api/routers/analyze/graph.py | 2 +- topos/api/routers/analyze/summarize.py | 2 +- topos/api/routers/analyze/topics.py | 2 +- topos/api/routers/chat/chat.py | 2 +- topos/api/routers/chat/p2p.py | 2 +- topos/api/routers/image/image.py | 2 +- topos/api/routers/report/report.py | 2 +- topos/config.yaml | 2 +- .../database}/cache_manager.py | 4 - .../database}/conversation_cache_manager.py | 97 +++++++++++++++++-- .../ontology_service/mermaid_chart.py | 2 +- .../ontological_feature_detection.py | 2 +- 16 files changed, 138 insertions(+), 40 deletions(-) rename topos/{FC => services/database}/cache_manager.py (95%) rename topos/{FC => services/database}/conversation_cache_manager.py (67%) rename topos/{FC => services/ontology_service}/ontological_feature_detection.py (99%) diff --git a/config.yaml b/config.yaml index 8fde4f5..8b9c5bd 100644 --- a/config.yaml +++ b/config.yaml @@ -1 +1 @@ -active_spacy_model: en_core_web_trf +active_spacy_model: en_core_web_sm diff --git a/default.nix b/default.nix index ab998b8..f80f9e9 100644 --- a/default.nix +++ b/default.nix @@ -42,23 +42,43 @@ in pkgs.mkShell { # Set up the test database, role, and tables psql -d $POSTGRES_DB < + # utterance_text_info_table: message_id, conv_id, userid, name, role, timestamp, 'moderator' , mod_label , tern_sent , tern_label , emo_27 , emo_27_label + + def _save_to_postgres(self, conv_id, new_data): if self.conn is None: logging.error("PostgreSQL connection is not initialized") return @@ -239,17 +260,79 @@ def _save_to_postgres(self, conv_id, new_data): try: logging.debug(f"Attempting to save data for conv_id: {conv_id}") with self.conn.cursor() as cur: - cur.execute(""" - INSERT INTO conversation_cache (conv_id, message_data) - VALUES (%s, %s::jsonb) - ON CONFLICT (conv_id) DO UPDATE - SET message_data = conversation_cache.message_data || EXCLUDED.message_data - """, (conv_id, json.dumps([new_data], default=serialize_datetime))) + for message_id, message_data in new_data.items(): + role = message_data['role'] + timestamp = message_data['timestamp'] + message = message_data['message'] + userid = "unknown" # Assuming you get this from elsewhere + name = "unknown" # Assuming you get this from elsewhere + + # Insert conversation data + cur.execute(""" + INSERT INTO conversation_table (message_id, conv_id, userid, timestamp, name, role, message) + VALUES (%s, %s, %s, %s, %s, %s, %s) + ON CONFLICT (message_id) DO UPDATE + SET message = EXCLUDED.message, role = EXCLUDED.role, timestamp = EXCLUDED.timestamp; + """, (message_id, conv_id, userid, timestamp, name, role, message)) + + # Insert token information (utterance_token_info_table) + if 'in_line' in message_data: + ents_data = message_data['in_line']['base_analysis'] + if len(ents_data) > 0: + ents = json.dumps(ents_data) + cur.execute(""" + INSERT INTO utterance_token_info_table (message_id, conv_id, userid, name, role, timestamp, ents) + VALUES (%s, %s, %s, %s, %s, %s, %s) + ON CONFLICT (message_id) DO UPDATE + SET ents = EXCLUDED.ents, timestamp = EXCLUDED.timestamp; + """, (message_id, conv_id, userid, name, role, timestamp, ents)) + + # Insert text analysis information (utterance_text_info_table) + if 'commenter' in message_data: + base_analysis = message_data['commenter']['base_analysis'] + mod_label = base_analysis['mod_level'][0]['label'] + tern_sent = json.dumps(base_analysis['tern_sent']) + tern_label = base_analysis['tern_sent'][0]['label'] + emo_27 = json.dumps(base_analysis['emo_27']) + emo_27_label = base_analysis['emo_27'][0]['label'] + + cur.execute(""" + INSERT INTO utterance_text_info_table + (message_id, conv_id, userid, name, role, timestamp, moderator, mod_label, tern_sent, tern_label, emo_27, emo_27_label) + VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s) + ON CONFLICT (message_id) DO UPDATE + SET moderator = EXCLUDED.moderator, mod_label = EXCLUDED.mod_label, + tern_sent = EXCLUDED.tern_sent, tern_label = EXCLUDED.tern_label, + emo_27 = EXCLUDED.emo_27, emo_27_label = EXCLUDED.emo_27_label; + """, (message_id, conv_id, userid, name, role, timestamp, + json.dumps(base_analysis['mod_level']), mod_label, tern_sent, tern_label, emo_27, emo_27_label)) + self.conn.commit() logging.info(f"Successfully saved data for conv_id: {conv_id}") except Exception as e: logging.error(f"Failed to save to PostgreSQL for conv_id {conv_id}: {e}", exc_info=True) self.conn.rollback() + + # def _save_to_postgres(self, conv_id, new_data): + # if self.conn is None: + # logging.error("PostgreSQL connection is not initialized") + # return + + # try: + # logging.debug(f"Attempting to save data for conv_id: {conv_id}") + # with self.conn.cursor() as cur: + # print("POSTGRES DATA", new_data) + # cur.execute(""" + # INSERT INTO conversation_cache (conv_id, message_data) + # VALUES (%s, %s::jsonb) + # ON CONFLICT (conv_id) DO UPDATE + # SET message_data = conversation_cache.message_data || EXCLUDED.message_data + # """, (conv_id, json.dumps([new_data], default=serialize_datetime))) + # self.conn.commit() + # logging.info(f"Successfully saved data for conv_id: {conv_id}") + # except Exception as e: + # logging.error(f"Failed to save to PostgreSQL for conv_id {conv_id}: {e}", exc_info=True) + # self.conn.rollback() def clear_cache(self): """Clear the cache directory or PostgreSQL table.""" diff --git a/topos/services/ontology_service/mermaid_chart.py b/topos/services/ontology_service/mermaid_chart.py index 2bd8e65..4786f2f 100644 --- a/topos/services/ontology_service/mermaid_chart.py +++ b/topos/services/ontology_service/mermaid_chart.py @@ -1,7 +1,7 @@ # ontological_feature_detection.py import re -from topos.FC.ontological_feature_detection import OntologicalFeatureDetection +from topos.services.ontology_service.ontological_feature_detection import OntologicalFeatureDetection from topos.services.generations_service.chat_gens import LLMController class MermaidCreator: diff --git a/topos/FC/ontological_feature_detection.py b/topos/services/ontology_service/ontological_feature_detection.py similarity index 99% rename from topos/FC/ontological_feature_detection.py rename to topos/services/ontology_service/ontological_feature_detection.py index 7e96e65..634fdf8 100644 --- a/topos/FC/ontological_feature_detection.py +++ b/topos/services/ontology_service/ontological_feature_detection.py @@ -6,7 +6,7 @@ import nltk import spacy import warnings -from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline +from transformers import AutoTokenizer, AutoModelForTokenClassification from datetime import datetime from topos.services.database.app_state import AppState From d45c87b1ae96bc66afbbb7f532f12c6724be7c3e Mon Sep 17 00:00:00 2001 From: jonny <32085184+jonnyjohnson1@users.noreply.github.com> Date: Fri, 25 Oct 2024 19:29:22 -0500 Subject: [PATCH 2/4] feat: Loading analytics from new Postgres Setup (WIP) --- default.nix | 6 +- pyproject.toml | 2 +- setup.cfg | 2 +- setup.py | 2 +- topos/api/routers/report/report.py | 137 +++++------ .../database/conversation_cache_manager.py | 220 +++++++++++------- 6 files changed, 202 insertions(+), 167 deletions(-) diff --git a/default.nix b/default.nix index f80f9e9..123ff1f 100644 --- a/default.nix +++ b/default.nix @@ -44,7 +44,7 @@ in pkgs.mkShell { psql -d $POSTGRES_DB <"] license = "MIT" diff --git a/setup.cfg b/setup.cfg index 9ed08e8..7085164 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = topos -version = 0.2.1 +version = 0.2.3 author = Jonny Johnson author_email = jonnyjohnson1@gmail.com description = For interacting with Topos tooling diff --git a/setup.py b/setup.py index c2a95f7..2621085 100644 --- a/setup.py +++ b/setup.py @@ -2,7 +2,7 @@ setup( name='topos', - version='0.2.1', + version='0.2.3', packages=find_packages(), entry_points={ 'console_scripts': [ diff --git a/topos/api/routers/report/report.py b/topos/api/routers/report/report.py index 965faaa..a28f139 100644 --- a/topos/api/routers/report/report.py +++ b/topos/api/routers/report/report.py @@ -30,88 +30,64 @@ @router.post("/chat_conversation_analysis") async def chat_conversation_analysis(request: ConversationIDRequest): conversation_id = request.conversation_id - # load conversation - conv_data = cache_manager.load_from_cache(conversation_id) - - if conv_data is None: - raise HTTPException(status_code=404, detail="Conversation not found in cache") - # Initialize counters - named_entity_counter = Counter() - entity_text_counter = Counter() - emotion_counter = Counter() - - # Initialize user-based counters - named_entity_counter_per_user = defaultdict(Counter) - entity_text_counter_per_user = defaultdict(Counter) - emotion_counter_per_user = defaultdict(Counter) - - print(f"\t[ conversational analysis ]") + + # Connect to the PostgreSQL database if cache_manager.use_postgres: - # Extract counts - for conversation_id, messages_list in conv_data.items(): - print(f"\t\t[ item :: {conversation_id} ]") - for message_dict in messages_list: - for cntn in message_dict: - for message_id, content in cntn.items(): - # print(f"\t\t\t[ content :: {str(content)[40:]} ]") - # print(f"\t\t\t[ keys :: {str(content.keys())[40:]} ]") - role = content['role'] - user = role - if role == "user" and 'user_name' in content: - user = content['user_name'] - - # Process named entities and base analysis - base_analysis = content['in_line']['base_analysis'] - for entity_type, entities in base_analysis.items(): - named_entity_counter[entity_type] += len(entities) - named_entity_counter_per_user[user][entity_type] += len(entities) - for entity in entities: - entity_text_counter[str(entity.get('text', ''))] += 1 - entity_text_counter_per_user[user][str(entity.get('text', ''))] += 1 - - # Process emotions - emotions = content['commenter']['base_analysis']['emo_27'] - for emotion in emotions: - emotion_counter[emotion['label']] += 1 - emotion_counter_per_user[user][emotion['label']] += 1 + try: + # Query to load token classification data (utterance_token_info_table) + token_data = cache_manager.load_utterance_token_info(conversation_id) + + # Query to load text classification data (utterance_text_info_table) + text_data = cache_manager.load_utterance_text_info(conversation_id) + + if not token_data and not text_data: + raise HTTPException(status_code=404, detail="Conversation not found in cache") + + except Exception as e: + logging.error(f"Failed to retrieve data from PostgreSQL: {e}", exc_info=True) + raise HTTPException(status_code=500, detail="Failed to retrieve data from cache") + + # Initialize counters + named_entity_counter = Counter() + entity_text_counter = Counter() + emotion_counter = Counter() + + # Initialize user-based counters + named_entity_counter_per_user = defaultdict(Counter) + entity_text_counter_per_user = defaultdict(Counter) + emotion_counter_per_user = defaultdict(Counter) + + print(f"\t[ conversational analysis ]") + # Extract counts from token data + for token_row in token_data: + message_id, conv_id, userid, name, role, timestamp, ents = token_row + user = name or role # use name if available, otherwise role + # Process named entities and base analysis + for entity in ents: + entity_list = ents[entity] + for ent in entity_list: + entity_type = ent.get('label') + entity_text = ent.get('text', '') + named_entity_counter[entity_type] += 1 + named_entity_counter_per_user[user][entity_type] += 1 + entity_text_counter[entity_text] += 1 + entity_text_counter_per_user[user][entity_text] += 1 + + # Extract counts from text data + for text_row in text_data: + message_id, conv_id, userid, name, role, timestamp, moderator, mod_label, tern_sent, tern_label, emo_27, emo_27_label = text_row + user = name if name != "unknown" else role # use name if available, otherwise role + + # Process emotions + for emotion in emo_27: + emotion_label = emotion['label'] + emotion_counter[emotion_label] += 1 + emotion_counter_per_user[user][emotion_label] += 1 + else: - # Extract counts - for conversation_id, messages in conv_data.items(): - print(f"\t\t[ item :: {conversation_id} ]") - for message_id, content in messages.items(): - # print(f"\t\t\t[ content :: {str(content)[40:]} ]") - # print(f"\t\t\t[ keys :: {str(content.keys())[40:]} ]") - role = content['role'] - user = role - if role == "user" and 'user_name' in content: - user = content['user_name'] - base_analysis = content['in_line']['base_analysis'] - for entity_type, entities in base_analysis.items(): - named_entity_counter[entity_type] += len(entities) - named_entity_counter_per_user[user][entity_type] += len(entities) - for entity in entities: - entity_text_counter[str(entity['text'])] += 1 - entity_text_counter_per_user[user][str(entity['text'])] += 1 - - emotions = content['commenter']['base_analysis']['emo_27'] - for emotion in emotions: - emotion_counter[emotion['label']] += 1 - emotion_counter_per_user[user][emotion['label']] += 1 - - # Evocations equals num of each entity - # print("Named Entity Count:") - # print(named_entity_counter) # get the count of each entity from the conv_data - - # # Actual Items summoned - # print("\nEntity Text Count:") - # print(entity_text_counter) # get the count of each summoned item from the conv_data - - # # Detected emotions in the population - # print("\nEmotion Count:") - # print(emotion_counter) # also get a population count of all the emotions that were invoked in the conversation - - # print("\t\t[ emotion counter per-user :: {emotion_counter_per_user}") - # Convert Counter objects to dictionaries + # Non-Postgres handling if needed, otherwise raise an exception + raise HTTPException(status_code=501, detail="PostgreSQL is the only supported cache manager.") + named_entity_dict = { "totals": dict(named_entity_counter), "per_role": {user: dict(counter) for user, counter in named_entity_counter_per_user.items()} @@ -132,7 +108,6 @@ async def chat_conversation_analysis(request: ConversationIDRequest): 'emotions27': emotion_dict } - # Return the conversation or any other response needed return {"conversation": conversation} diff --git a/topos/services/database/conversation_cache_manager.py b/topos/services/database/conversation_cache_manager.py index 0a2901b..01ab91d 100644 --- a/topos/services/database/conversation_cache_manager.py +++ b/topos/services/database/conversation_cache_manager.py @@ -71,40 +71,42 @@ def _check_table_structure(self): try: with self.conn.cursor() as cur: + # Check structure of conversation_table cur.execute(""" SELECT column_name, data_type, is_nullable FROM information_schema.columns - WHERE table_name = 'conversation_cache' + WHERE table_name = 'conversation' """) - columns = cur.fetchall() - logging.info("Current table structure:") - for column in columns: + conversation_columns = cur.fetchall() + logging.info("conversation structure:") + for column in conversation_columns: logging.info(f"Column: {column[0]}, Type: {column[1]}, Nullable: {column[2]}") + + # Check structure of utterance_token_info_table + cur.execute(""" + SELECT column_name, data_type, is_nullable + FROM information_schema.columns + WHERE table_name = 'utterance_token_info' + """) + token_columns = cur.fetchall() + logging.info("utterance_token_info structure:") + for column in token_columns: + logging.info(f"Column: {column[0]}, Type: {column[1]}, Nullable: {column[2]}") + + # Check structure of utterance_text_info_table + cur.execute(""" + SELECT column_name, data_type, is_nullable + FROM information_schema.columns + WHERE table_name = 'utterance_text_info' + """) + text_columns = cur.fetchall() + logging.info("utterance_text_info structure:") + for column in text_columns: + logging.info(f"Column: {column[0]}, Type: {column[1]}, Nullable: {column[2]}") + except Exception as e: logging.error(f"Failed to check table structure: {e}", exc_info=True) - - # def _ensure_table_structure(self): - # if self.conn is None: - # logging.error("PostgreSQL connection is not initialized") - # raise ConnectionError("PostgreSQL connection is not initialized") - - # try: - # logging.debug("Ensuring table structure exists") - # with self.conn.cursor() as cur: - # cur.execute("DROP TABLE IF EXISTS conversation_cache") - # cur.execute(""" - # CREATE TABLE conversation_cache ( - # conv_id TEXT PRIMARY KEY, - # message_data JSONB NOT NULL - # ) - # """) - # self.conn.commit() - # logging.info("Table structure ensured successfully") - # except Exception as e: - # logging.error(f"Failed to ensure table structure: {e}", exc_info=True) - # if self.conn: - # self.conn.rollback() - # raise + def _ensure_table_exists(self): if self.conn is None: @@ -112,23 +114,93 @@ def _ensure_table_exists(self): raise ConnectionError("PostgreSQL connection is not initialized") try: - logging.debug("Checking if conversation_cache table exists") + logging.debug("Checking if necessary tables exist") with self.conn.cursor() as cur: + # Check for conversation_table existence cur.execute(""" SELECT EXISTS ( SELECT FROM information_schema.tables - WHERE table_name = 'conversation_cache' + WHERE table_name = 'conversation' ) """) - table_exists = cur.fetchone()[0] + conversation_table_exists = cur.fetchone()[0] + + if not conversation_table_exists: + logging.info("conversation does not exist, creating it") + cur.execute(""" + CREATE TABLE IF NOT EXISTS conversation ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + message TEXT NOT NULL + ); + """) + logging.info("conversation created") + + # Check for utterance_token_info existence + cur.execute(""" + SELECT EXISTS ( + SELECT FROM information_schema.tables + WHERE table_name = 'utterance_token_info' + ) + """) + token_table_exists = cur.fetchone()[0] + + if not token_table_exists: + logging.info("utterance_token_info does not exist, creating it") + cur.execute(""" + CREATE TABLE IF NOT EXISTS utterance_token_info ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + ents JSONB + ); + """) + logging.info("utterance_token_info created") + + # Check for utterance_text_info existence + cur.execute(""" + SELECT EXISTS ( + SELECT FROM information_schema.tables + WHERE table_name = 'utterance_text_info' + ) + """) + text_table_exists = cur.fetchone()[0] + + if not text_table_exists: + logging.info("utterance_text_info does not exist, creating it") + cur.execute(""" + CREATE TABLE IF NOT EXISTS utterance_text_info ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + moderator JSONB, + mod_label VARCHAR, + tern_sent JSONB, + tern_label VARCHAR, + emo_27 JSONB, + emo_27_label VARCHAR + ); + """) + logging.info("utterance_text_info created") + + logging.debug("All necessary tables exist or were successfully created") + + # Commit the table creation if any were made + self.conn.commit() - if not table_exists: - logging.info("conversation_cache table does not exist, creating it") - # self._ensure_table_structure() - else: - logging.debug("conversation_cache table already exists") except Exception as e: - logging.error(f"Failed to check or create table: {e}", exc_info=True) + logging.error(f"Failed to check or create tables: {e}", exc_info=True) + self.conn.rollback() raise def _get_cache_path(self, conv_id, prefix=""): @@ -170,6 +242,30 @@ def _load_from_file(self, conv_id, prefix=""): return None return None + def load_utterance_token_info(self, conv_id): + # Query to load token classification data (utterance_token_info_table) + with self.conn.cursor() as cur: + cur.execute(""" + SELECT message_id, conv_id, userid, name, role, timestamp, ents + FROM utterance_token_info + WHERE conv_id = %s; + """, (conv_id,)) + token_data = cur.fetchall() + return token_data + + + def load_utterance_text_info(self, conv_id): + # Query to load text classification data (utterance_text_info_table) + with self.conn.cursor() as cur: + cur.execute(""" + SELECT message_id, conv_id, userid, name, role, timestamp, moderator, mod_label, tern_sent, tern_label, emo_27, emo_27_label + FROM utterance_text_info + WHERE conv_id = %s; + """, (conv_id,)) + text_data = cur.fetchall() + return text_data + + def _load_from_postgres(self, conv_id): try: logging.debug(f"Attempting to load data for conv_id: {conv_id}") @@ -231,7 +327,9 @@ def _save_to_file(self, conv_id, new_data, prefix=""): except Exception as e: logging.error(f"Failed to save to cache {cache_path}: {e}", exc_info=True) -# Incoming conversation Data + + def _save_to_postgres(self, conv_id, new_data): + # Incoming conversation Data # {'GDjCo7HieSN1': # {'role': 'user', # 'timestamp': datetime.datetime(2024, 10, 25, 20, 37, 49, 881681), @@ -251,8 +349,7 @@ def _save_to_file(self, conv_id, new_data, prefix=""): # conversation_table: conv_id, userid, timestamp, name, message_id, role, message # utterance_token_info_table: message_id, conv_id, userid, name, role, timestamp, 'ents' # utterance_text_info_table: message_id, conv_id, userid, name, role, timestamp, 'moderator' , mod_label , tern_sent , tern_label , emo_27 , emo_27_label - - def _save_to_postgres(self, conv_id, new_data): + if self.conn is None: logging.error("PostgreSQL connection is not initialized") return @@ -269,7 +366,7 @@ def _save_to_postgres(self, conv_id, new_data): # Insert conversation data cur.execute(""" - INSERT INTO conversation_table (message_id, conv_id, userid, timestamp, name, role, message) + INSERT INTO conversation (message_id, conv_id, userid, timestamp, name, role, message) VALUES (%s, %s, %s, %s, %s, %s, %s) ON CONFLICT (message_id) DO UPDATE SET message = EXCLUDED.message, role = EXCLUDED.role, timestamp = EXCLUDED.timestamp; @@ -281,7 +378,7 @@ def _save_to_postgres(self, conv_id, new_data): if len(ents_data) > 0: ents = json.dumps(ents_data) cur.execute(""" - INSERT INTO utterance_token_info_table (message_id, conv_id, userid, name, role, timestamp, ents) + INSERT INTO utterance_token_info (message_id, conv_id, userid, name, role, timestamp, ents) VALUES (%s, %s, %s, %s, %s, %s, %s) ON CONFLICT (message_id) DO UPDATE SET ents = EXCLUDED.ents, timestamp = EXCLUDED.timestamp; @@ -297,7 +394,7 @@ def _save_to_postgres(self, conv_id, new_data): emo_27_label = base_analysis['emo_27'][0]['label'] cur.execute(""" - INSERT INTO utterance_text_info_table + INSERT INTO utterance_text_info (message_id, conv_id, userid, name, role, timestamp, moderator, mod_label, tern_sent, tern_label, emo_27, emo_27_label) VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s) ON CONFLICT (message_id) DO UPDATE @@ -313,26 +410,6 @@ def _save_to_postgres(self, conv_id, new_data): logging.error(f"Failed to save to PostgreSQL for conv_id {conv_id}: {e}", exc_info=True) self.conn.rollback() - # def _save_to_postgres(self, conv_id, new_data): - # if self.conn is None: - # logging.error("PostgreSQL connection is not initialized") - # return - - # try: - # logging.debug(f"Attempting to save data for conv_id: {conv_id}") - # with self.conn.cursor() as cur: - # print("POSTGRES DATA", new_data) - # cur.execute(""" - # INSERT INTO conversation_cache (conv_id, message_data) - # VALUES (%s, %s::jsonb) - # ON CONFLICT (conv_id) DO UPDATE - # SET message_data = conversation_cache.message_data || EXCLUDED.message_data - # """, (conv_id, json.dumps([new_data], default=serialize_datetime))) - # self.conn.commit() - # logging.info(f"Successfully saved data for conv_id: {conv_id}") - # except Exception as e: - # logging.error(f"Failed to save to PostgreSQL for conv_id {conv_id}: {e}", exc_info=True) - # self.conn.rollback() def clear_cache(self): """Clear the cache directory or PostgreSQL table.""" @@ -369,21 +446,4 @@ def _clear_postgres_cache(self): def __del__(self): if self.conn: self.conn.close() - logging.debug("Closed PostgreSQL connection") - -def _ensure_table_exists(self): - try: - with self.conn.cursor() as cur: - cur.execute(""" - SELECT EXISTS ( - SELECT FROM information_schema.tables - WHERE table_name = 'conversation_cache' - ) - """) - table_exists = cur.fetchone()[0] - - if not table_exists: - self._init_postgres() - except Exception as e: - logging.error(f"Failed to check or create table: {e}") - raise + logging.debug("Closed PostgreSQL connection") \ No newline at end of file From e5d04b727cceb19c8a799cbab957ae3d24fc21cd Mon Sep 17 00:00:00 2001 From: jonny <32085184+jonnyjohnson1@users.noreply.github.com> Date: Thu, 31 Oct 2024 08:33:24 -0500 Subject: [PATCH 3/4] + new postgres table schemas to nix.flake --- .env_dev | 4 ++-- .env_template | 15 ++++++++++++ .gitignore | 4 +++- README.md | 29 ++++++++++++++++++++--- flake.nix | 54 ++++++++++++++++++++++++++++--------------- topos/assets/tui.png | Bin 0 -> 327179 bytes 6 files changed, 82 insertions(+), 24 deletions(-) create mode 100644 .env_template create mode 100644 topos/assets/tui.png diff --git a/.env_dev b/.env_dev index 75ae375..9aa8394 100644 --- a/.env_dev +++ b/.env_dev @@ -9,7 +9,7 @@ ONE_API_API_KEY="sk-oneapi.local123" SUPABASE_URL= SUPABASE_KEY= POSTGRES_DB=test_topos_db -POSTGRES_USER=username -POSTGRES_PASSWORD=your_password +POSTGRES_USER=jonny +POSTGRES_PASSWORD=1234589034 POSTGRES_HOST=127.0.0.1 POSTGRES_PORT=5432 diff --git a/.env_template b/.env_template new file mode 100644 index 0000000..6caf27a --- /dev/null +++ b/.env_template @@ -0,0 +1,15 @@ +NEO4J_URI="bolt://localhost:7687" +NEO4J_USER="neo4j" +NEO4J_PASSWORD="password" +NEO4J_TEST_DATABASE="neo4j" +NEO4J_SHOWROOM_DATABASE="neo4j" +JWT_SECRET="terces_tj" +OPEN_AI_API_KEY="sk-openai.com123" +ONE_API_API_KEY="sk-oneapi.local123" +SUPABASE_URL= +SUPABASE_KEY= +POSTGRES_DB=test_topos_db +POSTGRES_USER=username +POSTGRES_PASSWORD=your_password_here +POSTGRES_HOST=127.0.0.1 +POSTGRES_PORT=5432 diff --git a/.gitignore b/.gitignore index b5cc349..ebf7699 100644 --- a/.gitignore +++ b/.gitignore @@ -112,4 +112,6 @@ topos/cloudbuild.yaml dockerfile topos.app -/pgdata \ No newline at end of file +/pgdata +/data +/result \ No newline at end of file diff --git a/README.md b/README.md index f34044a..5c4c7a6 100644 --- a/README.md +++ b/README.md @@ -2,15 +2,30 @@ Private LLMs

- Private AI Backend Service + Private, Personal AI Backend Service

--- # Topos -A personal intelligence service, using your own computer to power private conversations with friends, family, and coworkers, collect/store your own private data, and use AI privately. Runs great with the [chat arena](https://github.com/jonnyjohnson1/chat-arena) app available on desktop and mobile. +Topos is a private, personal AI and database management service. +It comes as an easy-to-install server for your AI apps to connect to. -Tech: ollama, postgres, FastAPI, nixOS, huggingface-transformers +It is a personal intelligence service, using your own computer to power private conversations with friends, family, and coworkers, collect/store your own private data, and use AI privately. + +Apps Using Topos: +- [chat arena](https://github.com/jonnyjohnson1/chat-arena) #desktop #mobile + +Tech: nixOS, ollama, postgres, FastAPI, huggingface-transformers + +

+ Terminal User Interface +

+

+ Runs the Terminal User Interface provided by [F1bonacc1](https://github.com/F1bonacc1/process-compose) +

+ +--- ## (MacOS) Easy Install With .dmg *(Experimental)*: This is new, and should work on most MacOS machines! @@ -46,6 +61,14 @@ run built binary ./result/bin/topos ``` +(You might also try this) +``` +nix build --extra-experimental-features nix-command --extra-experimental-features flakes --show-trace +``` +``` +./result/bin/services-flake-topos +``` + ### Dev Shell ``` nix develop diff --git a/flake.nix b/flake.nix index 611c073..4983ceb 100644 --- a/flake.nix +++ b/flake.nix @@ -135,24 +135,42 @@ CREATE USER ${envVars.POSTGRES_USER} WITH SUPERUSER PASSWORD '${envVars.POSTGRES_PASSWORD}'; ''; after = '' - CREATE TABLE IF NOT EXISTS conversation_cache ( - conv_id TEXT PRIMARY KEY, - message_data JSONB NOT NULL - ); - - CREATE TABLE IF NOT EXISTS entities ( - id TEXT PRIMARY KEY, - label TEXT NOT NULL, - properties JSONB - ); - - CREATE TABLE IF NOT EXISTS relations ( - source_id TEXT, - relation_type TEXT, - target_id TEXT, - properties JSONB, - PRIMARY KEY (source_id, relation_type, target_id) - ); + CREATE TABLE IF NOT EXISTS conversation ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + message TEXT NOT NULL + ); + + -- Create the utterance_token_info table + CREATE TABLE IF NOT EXISTS utterance_token_info ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + ents JSONB + ); + + -- Create the utterance_text_info table + CREATE TABLE IF NOT EXISTS utterance_text_info ( + message_id VARCHAR PRIMARY KEY, + conv_id VARCHAR NOT NULL, + userid VARCHAR NOT NULL, + name VARCHAR, + role VARCHAR NOT NULL, + timestamp TIMESTAMP NOT NULL, + moderator JSONB, + mod_label VARCHAR, + tern_sent JSONB, + tern_label VARCHAR, + emo_27 JSONB, + emo_27_label VARCHAR + ); GRANT ALL PRIVILEGES ON DATABASE ${envVars.POSTGRES_DB} TO 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ztGfnZ%m;+f5!O#&{dho?(h0M%&~qh+s6O32aX`yiGIShaFt+s4sj&^vJeaWoSOg;X z?ae2((0O3VkUD}5pc40S8LH~9t@1N=f>j?MwjFzZ7j8W2nff#C%}yqZ1xw1Aqi&h{*UKKw-WQ ziUnWX&gFxHf`#2OFh#XNPX55MH4KLA?+is7A9WiK?0^5i*V#k`(d8t6uCVK+13p@6 LI@gO-ET8-vN=IUP literal 0 HcmV?d00001 From 334f73432b03bf5609be65906cb26bc8d91d02b7 Mon Sep 17 00:00:00 2001 From: jonny <32085184+jonnyjohnson1@users.noreply.github.com> Date: Fri, 1 Nov 2024 10:48:45 -0500 Subject: [PATCH 4/4] update: postgres setup in flake --- README.md | 7 +++++++ flake.nix | 2 +- justfile | 5 +++++ 3 files changed, 13 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 5c4c7a6..e6a1412 100644 --- a/README.md +++ b/README.md @@ -80,6 +80,13 @@ topos run nix develop .#poetry ``` +## Install Tips + +### POSTGRES +- If postgres is already running, running the bin fails, shut it down first. +- Nix will manage postgres' start/stop function itself when you use it, but if you have started the database elsewhere, it won't be able to manage it, and will fail to start up. + + ## Install Instructions requires `brew install just` requires `brew install poetry` diff --git a/flake.nix b/flake.nix index 4983ceb..f4f5268 100644 --- a/flake.nix +++ b/flake.nix @@ -68,7 +68,7 @@ configFile = pkgs.copyPathToStore ./config.yaml; yq = pkgs.yq-go; - + kafkaPreStartup = '' echo "Kafka is ready. Creating topic..." ${pkgs.apacheKafka}/bin/kafka-topics.sh --create --topic chat_topic --bootstrap-server localhost:9092 --partitions 1 --replication-factor 1 --if-not-exists diff --git a/justfile b/justfile index effe003..0ab43b8 100644 --- a/justfile +++ b/justfile @@ -22,3 +22,8 @@ python: dmg: create-dmg topos.app --volicon "topos/assets/topos_blk_rounded.png" --icon "topos/assets/topos_blk_rounded.png" + +stoppg: + export PGDATA=$(pwd)/pgdata + echo "Stopping any existing PostgreSQL server..." + pg_ctl -D "$PGDATA" stop || echo "No existing server to stop."