mirror of
https://github.com/ParisNeo/lollms-webui.git
synced 2024-12-20 21:03:07 +00:00
697 lines
27 KiB
Python
697 lines
27 KiB
Python
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import sqlite3
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from pathlib import Path
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from datetime import datetime
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from lollms.helpers import ASCIIColors
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import json
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__author__ = "parisneo"
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__github__ = "https://github.com/ParisNeo/lollms-webui"
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__copyright__ = "Copyright 2023, "
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__license__ = "Apache 2.0"
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# =================================== Database ==================================================================
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class DiscussionsDB:
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def __init__(self, db_path="database.db"):
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self.db_path = Path(db_path)
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self.db_path .parent.mkdir(exist_ok=True, parents= True)
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def create_tables(self):
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db_version = 9
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with sqlite3.connect(self.db_path) as conn:
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cursor = conn.cursor()
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cursor.execute("""
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CREATE TABLE IF NOT EXISTS schema_version (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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version INTEGER NOT NULL
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)
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""")
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cursor.execute("""
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CREATE TABLE IF NOT EXISTS discussion (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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title TEXT,
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
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)
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""")
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cursor.execute("""
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CREATE TABLE IF NOT EXISTS message (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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binding TEXT,
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model TEXT,
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personality TEXT,
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sender TEXT NOT NULL,
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content TEXT NOT NULL,
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message_type INT NOT NULL,
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sender_type INT DEFAULT 0,
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rank INT NOT NULL DEFAULT 0,
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parent_message_id INT,
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created_at TIMESTAMP,
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finished_generating_at TIMESTAMP,
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discussion_id INTEGER NOT NULL,
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metadata TEXT,
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ui TEXT,
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FOREIGN KEY (discussion_id) REFERENCES discussion(id),
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FOREIGN KEY (parent_message_id) REFERENCES message(id)
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)
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""")
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cursor.execute("SELECT * FROM schema_version")
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row = cursor.fetchone()
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if row is None:
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cursor.execute("INSERT INTO schema_version (version) VALUES (?)", (db_version,))
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else:
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cursor.execute("UPDATE schema_version SET version = ?", (db_version,))
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conn.commit()
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def add_missing_columns(self):
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with sqlite3.connect(self.db_path) as conn:
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cursor = conn.cursor()
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table_columns = {
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'discussion': [
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'id',
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'title',
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'created_at'
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],
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'message': [
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'id',
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'binding',
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'model',
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'personality',
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'sender',
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'content',
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'message_type',
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'sender_type',
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'rank',
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'parent_message_id',
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'created_at',
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'metadata',
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'ui',
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'finished_generating_at',
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'discussion_id'
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]
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}
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for table, columns in table_columns.items():
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cursor.execute(f"PRAGMA table_info({table})")
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existing_columns = [column[1] for column in cursor.fetchall()]
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for column in columns:
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if column not in existing_columns:
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if column == 'id':
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cursor.execute(f"ALTER TABLE {table} ADD COLUMN {column} INTEGER PRIMARY KEY AUTOINCREMENT")
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elif column.endswith('_at'):
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cursor.execute(f"ALTER TABLE {table} ADD COLUMN {column} TIMESTAMP")
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elif column=='metadata':
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cursor.execute(f"ALTER TABLE {table} ADD COLUMN {column} TEXT")
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elif column=='message_type':
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cursor.execute(f"ALTER TABLE {table} RENAME COLUMN type TO {column}")
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elif column=='sender_type':
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cursor.execute(f"ALTER TABLE {table} ADD COLUMN {column} INT DEFAULT 0")
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elif column=='parent_message_id':
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cursor.execute(f"ALTER TABLE {table} RENAME COLUMN parent TO {column}")
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else:
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cursor.execute(f"ALTER TABLE {table} ADD COLUMN {column} TEXT")
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ASCIIColors.yellow(f"Added column :{column}")
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conn.commit()
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def select(self, query, params=None, fetch_all=True):
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"""
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Execute the specified SQL select query on the database,
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with optional parameters.
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Returns the cursor object for further processing.
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"""
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with sqlite3.connect(self.db_path) as conn:
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if params is None:
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cursor = conn.execute(query)
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else:
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cursor = conn.execute(query, params)
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if fetch_all:
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return cursor.fetchall()
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else:
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return cursor.fetchone()
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def delete(self, query, params=None):
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"""
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Execute the specified SQL delete query on the database,
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with optional parameters.
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Returns the cursor object for further processing.
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"""
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with sqlite3.connect(self.db_path) as conn:
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cursor = conn.cursor()
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if params is None:
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cursor.execute(query)
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else:
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cursor.execute(query, params)
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conn.commit()
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def insert(self, query, params=None):
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"""
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Execute the specified INSERT SQL query on the database,
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with optional parameters.
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Returns the ID of the newly inserted row.
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"""
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with sqlite3.connect(self.db_path) as conn:
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cursor = conn.execute(query, params)
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rowid = cursor.lastrowid
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conn.commit()
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self.conn = None
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return rowid
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def update(self, query, params:tuple=None):
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"""
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Execute the specified Update SQL query on the database,
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with optional parameters.
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Returns the ID of the newly inserted row.
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"""
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with sqlite3.connect(self.db_path) as conn:
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conn.execute(query, params)
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conn.commit()
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def load_last_discussion(self):
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last_discussion_id = self.select("SELECT id FROM discussion ORDER BY id DESC LIMIT 1", fetch_all=False)
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if last_discussion_id is None:
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last_discussion = self.create_discussion()
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last_discussion_id = last_discussion.discussion_id
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else:
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last_discussion_id = last_discussion_id[0]
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self.current_message_id = self.select("SELECT id FROM message WHERE discussion_id=? ORDER BY id DESC LIMIT 1", (last_discussion_id,), fetch_all=False)
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return Discussion(last_discussion_id, self)
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def create_discussion(self, title="untitled"):
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"""Creates a new discussion
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Args:
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title (str, optional): The title of the discussion. Defaults to "untitled".
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Returns:
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Discussion: A Discussion instance
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"""
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discussion_id = self.insert(f"INSERT INTO discussion (title) VALUES (?)",(title,))
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return Discussion(discussion_id, self)
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def build_discussion(self, discussion_id=0):
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return Discussion(discussion_id, self)
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def get_discussions(self):
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rows = self.select("SELECT * FROM discussion")
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return [{"id": row[0], "title": row[1]} for row in rows]
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def does_last_discussion_have_messages(self):
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last_discussion_id = self.select("SELECT id FROM discussion ORDER BY id DESC LIMIT 1", fetch_all=False)
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if last_discussion_id is None:
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last_discussion = self.create_discussion()
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last_discussion_id = last_discussion.discussion_id
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else:
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last_discussion_id = last_discussion_id[0]
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last_message = self.select("SELECT * FROM message WHERE discussion_id=?", (last_discussion_id,), fetch_all=False)
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return last_message is not None
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def remove_discussions(self):
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self.delete("DELETE FROM message")
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self.delete("DELETE FROM discussion")
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def export_to_json(self):
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db_discussions = self.select("SELECT * FROM discussion")
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discussions = []
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for row in db_discussions:
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discussion_id = row[0]
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discussion_title = row[1]
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discussion = {"id": discussion_id, "title":discussion_title, "messages": []}
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rows = self.select(f"SELECT sender, content, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at FROM message WHERE discussion_id=?",(discussion_id,))
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for message_row in rows:
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sender = message_row[1]
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content = message_row[2]
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content_type = message_row[3]
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rank = message_row[4]
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parent_message_id = message_row[5]
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binding = message_row[6]
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model = message_row[7]
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personality = message_row[8]
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created_at = message_row[9]
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finished_generating_at = message_row[10]
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discussion["messages"].append(
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{"sender": sender, "content": content, "message_type": content_type, "rank": rank, "parent_message_id": parent_message_id, "binding": binding, "model":model, "personality":personality, "created_at":created_at, "finished_generating_at":finished_generating_at}
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)
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discussions.append(discussion)
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return discussions
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def export_all_as_markdown(self):
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data = self.export_all_discussions_to_json()
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# Initialize an empty result string
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result = ''
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# Iterate through discussions in the JSON data
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for discussion in data:
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# Extract the title
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title = discussion['title']
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# Append the title with '#' as Markdown heading
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result += f'#{title}\n'
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# Iterate through messages in the discussion
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for message in discussion['messages']:
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sender = message['sender']
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content = message['content']
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# Append the sender and content in a Markdown format
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result += f'{sender}: {content}\n'
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return result
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def export_all_discussions_to_json(self):
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# Convert the list of discussion IDs to a tuple
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db_discussions = self.select(
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f"SELECT * FROM discussion"
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)
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discussions = []
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for row in db_discussions:
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discussion_id = row[0]
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discussion_title = row[1]
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discussion = {"id": discussion_id, "title":discussion_title, "messages": []}
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rows = self.select(f"SELECT sender, content, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at FROM message WHERE discussion_id=?",(discussion_id,))
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for message_row in rows:
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sender = message_row[0]
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content = message_row[1]
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content_type = message_row[2]
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rank = message_row[3]
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parent_message_id = message_row[4]
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binding = message_row[5]
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model = message_row[6]
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personality = message_row[7]
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created_at = message_row[8]
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finished_generating_at = message_row[9]
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discussion["messages"].append(
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{"sender": sender, "content": content, "message_type": content_type, "rank": rank, "parent_message_id": parent_message_id, "binding": binding, "model":model, "personality":personality, "created_at":created_at, "finished_generating_at": finished_generating_at}
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)
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discussions.append(discussion)
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return discussions
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def export_discussions_to_json(self, discussions_ids:list):
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# Convert the list of discussion IDs to a tuple
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discussions_ids_tuple = tuple(discussions_ids)
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txt = ','.join(['?'] * len(discussions_ids_tuple))
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db_discussions = self.select(
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f"SELECT * FROM discussion WHERE id IN ({txt})",
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discussions_ids_tuple
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)
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discussions = []
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for row in db_discussions:
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discussion_id = row[0]
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discussion_title = row[1]
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discussion = {"id": discussion_id, "title":discussion_title, "messages": []}
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rows = self.select(f"SELECT sender, content, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at FROM message WHERE discussion_id=?",(discussion_id,))
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for message_row in rows:
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sender = message_row[0]
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content = message_row[1]
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content_type = message_row[2]
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rank = message_row[3]
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parent_message_id = message_row[4]
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binding = message_row[5]
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model = message_row[6]
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personality = message_row[7]
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created_at = message_row[8]
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finished_generating_at = message_row[9]
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discussion["messages"].append(
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{"sender": sender, "content": content, "message_type": content_type, "rank": rank, "parent_message_id": parent_message_id, "binding": binding, "model":model, "personality":personality, "created_at":created_at, "finished_generating_at": finished_generating_at}
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)
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discussions.append(discussion)
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return discussions
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def import_from_json(self, json_data):
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discussions = []
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data = json_data
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for discussion_data in data:
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discussion_id = discussion_data.get("id")
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discussion_title = discussion_data.get("title")
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messages_data = discussion_data.get("messages", [])
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discussion = {"id": discussion_id, "title": discussion_title, "messages": []}
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# Insert discussion into the database
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discussion_id = self.insert("INSERT INTO discussion (title) VALUES (?)", (discussion_title,))
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for message_data in messages_data:
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sender = message_data.get("sender")
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content = message_data.get("content")
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content_type = message_data.get("message_type",message_data.get("type"))
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rank = message_data.get("rank")
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parent_message_id = message_data.get("parent_message_id")
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binding = message_data.get("binding","")
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model = message_data.get("model","")
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personality = message_data.get("personality","")
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created_at = message_data.get("created_at",datetime.now().strftime('%Y-%m-%d %H:%M:%S'))
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finished_generating_at = message_data.get("finished_generating_at",datetime.now().strftime('%Y-%m-%d %H:%M:%S'))
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discussion["messages"].append(
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{"sender": sender, "content": content, "message_type": content_type, "rank": rank, "binding": binding, "model": model, "personality": personality, "created_at": created_at, "finished_generating_at": finished_generating_at}
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)
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# Insert message into the database
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self.insert("INSERT INTO message (sender, content, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
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(sender, content, content_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id))
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discussions.append(discussion)
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return discussions
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class Message:
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def __init__(
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self,
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discussion_id,
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discussions_db,
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message_type,
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sender_type,
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sender,
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content,
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metadata = None,
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ui = None,
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rank = 0,
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parent_message_id = 0,
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binding = "",
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model = "",
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personality = "",
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created_at = None,
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finished_generating_at = None,
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id = None,
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insert_into_db = False
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):
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self.discussion_id = discussion_id
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self.discussions_db = discussions_db
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self.self = self
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self.sender = sender
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self.sender_type = sender_type
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self.content = content
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self.message_type = message_type
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self.rank = rank
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self.parent_message_id = parent_message_id
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self.binding = binding
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self.model = model
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self.metadata = json.dumps(metadata, indent=4) if metadata is not None and type(metadata)== dict else metadata
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self.ui = ui
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self.personality = personality
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self.created_at = created_at
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self.finished_generating_at = finished_generating_at
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if insert_into_db:
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self.id = self.discussions_db.insert(
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"INSERT INTO message (sender, message_type, sender_type, sender, content, metadata, ui, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
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(sender, message_type, sender_type, sender, content, metadata, ui, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id)
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)
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else:
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self.id = id
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@staticmethod
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def get_fields():
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return [
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"id",
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"message_type",
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"sender_type",
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"sender",
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"content",
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"metadata",
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"ui",
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"rank",
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"parent_message_id",
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"binding",
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"model",
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"personality",
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"created_at",
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"finished_generating_at",
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"discussion_id"
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]
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@staticmethod
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def from_db(discussions_db, message_id):
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columns = Message.get_fields()
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rows = discussions_db.select(
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f"SELECT {','.join(columns)} FROM message WHERE id=?", (message_id,)
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)
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data_dict={
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col:rows[0][i]
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for i,col in enumerate(columns)
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}
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data_dict["discussions_db"]=discussions_db
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return Message(
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**data_dict
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)
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@staticmethod
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def from_dict(discussions_db,data_dict):
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data_dict["discussions_db"]=discussions_db
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return Message(
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**data_dict
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)
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def insert_into_db(self):
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self.message_id = self.discussions_db.insert(
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"INSERT INTO message (sender, content, metadata, ui, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
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(self.sender, self.content, self.metadata, self.ui, self.message_type, self.rank, self.parent_message_id, self.binding, self.model, self.personality, self.created_at, self.finished_generating_at, self.discussion_id)
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)
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def update_db(self):
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self.message_id = self.discussions_db.insert(
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"INSERT INTO message (sender, content, metadata, ui, message_type, rank, parent_message_id, binding, model, personality, created_at, finished_generating_at, discussion_id) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
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(self.sender, self.content, self.metadata, self.ui, self.message_type, self.rank, self.parent_message_id, self.binding, self.model, self.personality, self.created_at, self.finished_generating_at, self.discussion_id)
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)
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def update(self, new_content, new_metadata=None, new_ui=None, commit=True):
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self.finished_generating_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
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text = f"UPDATE message SET content = ?"
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params = [new_content]
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if new_metadata is not None:
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text+=", metadata = ?"
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params.append(new_metadata)
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if new_ui is not None:
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text+=", ui = ?"
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params.append(new_ui)
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text +=", finished_generating_at = ? WHERE id = ?"
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|
params.append(self.finished_generating_at)
|
|
params.append(self.id)
|
|
self.discussions_db.update(
|
|
text, tuple(params)
|
|
)
|
|
|
|
def to_json(self):
|
|
attributes = Message.get_fields()
|
|
msgJson = {}
|
|
for attribute_name in attributes:
|
|
attribute_value = getattr(self, attribute_name, None)
|
|
if attribute_name=="metadata":
|
|
if type(attribute_value) == str:
|
|
msgJson[attribute_name] = json.loads(attribute_value)
|
|
else:
|
|
msgJson[attribute_name] = attribute_value
|
|
else:
|
|
msgJson[attribute_name] = attribute_value
|
|
return msgJson
|
|
|
|
class Discussion:
|
|
def __init__(self, discussion_id, discussions_db:DiscussionsDB):
|
|
self.discussion_id = discussion_id
|
|
self.discussions_db = discussions_db
|
|
self.messages = self.get_messages()
|
|
if len(self.messages)>0:
|
|
self.current_message = self.messages[-1]
|
|
|
|
def load_message(self, id):
|
|
"""Gets a list of messages information
|
|
|
|
Returns:
|
|
list: List of entries in the format {"id":message id, "sender":sender name, "content":message content, "message_type":message type, "rank": message rank}
|
|
"""
|
|
self.current_message = Message.from_db(self.discussions_db, id)
|
|
return self.current_message
|
|
|
|
def add_message(
|
|
self,
|
|
message_type,
|
|
sender_type,
|
|
sender,
|
|
content,
|
|
metadata=None,
|
|
ui=None,
|
|
rank=0,
|
|
parent_message_id=0,
|
|
binding="",
|
|
model ="",
|
|
personality="",
|
|
created_at=None,
|
|
finished_generating_at=None
|
|
):
|
|
"""Adds a new message to the discussion
|
|
|
|
Args:
|
|
sender (str): The sender name
|
|
content (str): The text sent by the sender
|
|
|
|
Returns:
|
|
int: The added message id
|
|
"""
|
|
if created_at is None:
|
|
created_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
|
|
|
|
if finished_generating_at is None:
|
|
finished_generating_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
|
|
|
|
self.current_message = Message(
|
|
self.discussion_id,
|
|
self.discussions_db,
|
|
message_type,
|
|
sender_type,
|
|
sender,
|
|
content,
|
|
metadata,
|
|
ui,
|
|
rank,
|
|
parent_message_id,
|
|
binding,
|
|
model,
|
|
personality,
|
|
created_at,
|
|
finished_generating_at,
|
|
insert_into_db=True
|
|
)
|
|
|
|
self.messages.append(self.current_message)
|
|
|
|
return self.current_message
|
|
|
|
def rename(self, new_title):
|
|
"""Renames the discussion
|
|
|
|
Args:
|
|
new_title (str): The nex discussion name
|
|
"""
|
|
self.discussions_db.update(
|
|
f"UPDATE discussion SET title=? WHERE id=?",(new_title,self.discussion_id)
|
|
)
|
|
|
|
def delete_discussion(self):
|
|
"""Deletes the discussion
|
|
"""
|
|
self.discussions_db.delete(
|
|
f"DELETE FROM message WHERE discussion_id={self.discussion_id}"
|
|
)
|
|
self.discussions_db.delete(
|
|
f"DELETE FROM discussion WHERE id={self.discussion_id}"
|
|
)
|
|
|
|
def get_messages(self):
|
|
"""Gets a list of messages information
|
|
|
|
Returns:
|
|
list: List of entries in the format {"id":message id, "sender":sender name, "content":message content, "message_type":message type, "rank": message rank}
|
|
"""
|
|
columns = Message.get_fields()
|
|
|
|
rows = self.discussions_db.select(
|
|
f"SELECT {','.join(columns)} FROM message WHERE discussion_id=?", (self.discussion_id,)
|
|
)
|
|
msg_dict = [{ c:row[i] for i,c in enumerate(columns)} for row in rows]
|
|
self.messages=[]
|
|
for msg in msg_dict:
|
|
self.messages.append(Message.from_dict(self.discussions_db, msg))
|
|
|
|
if len(self.messages)>0:
|
|
self.current_message = self.messages[-1]
|
|
|
|
return self.messages
|
|
|
|
def get_message(self, message_id):
|
|
for message in self.messages:
|
|
if message.id == int(message_id):
|
|
self.current_message = message
|
|
return message
|
|
return None
|
|
|
|
def select_message(self, message_id):
|
|
msg = self.get_message(message_id)
|
|
if msg is not None:
|
|
self.current_message = msg
|
|
return True
|
|
else:
|
|
return False
|
|
|
|
def update_message(self, new_content, new_metadata=None, new_ui=None):
|
|
"""Updates the content of a message
|
|
|
|
Args:
|
|
message_id (int): The id of the message to be changed
|
|
new_content (str): The nex message content
|
|
"""
|
|
self.current_message.update(new_content, new_metadata, new_ui)
|
|
|
|
def edit_message(self, message_id, new_content, new_metadata=None, new_ui=None):
|
|
"""Edits the content of a message
|
|
|
|
Args:
|
|
message_id (int): The id of the message to be changed
|
|
new_content (str): The nex message content
|
|
"""
|
|
msg = self.get_message(message_id)
|
|
if msg:
|
|
msg.update(new_content, new_metadata, new_ui)
|
|
return True
|
|
else:
|
|
return False
|
|
|
|
|
|
def message_rank_up(self, message_id):
|
|
"""Increments the rank of the message
|
|
|
|
Args:
|
|
message_id (int): The id of the message to be changed
|
|
"""
|
|
# Retrieve current rank value for message_id
|
|
current_rank = self.discussions_db.select("SELECT rank FROM message WHERE id=?", (message_id,),False)[0]
|
|
|
|
# Increment current rank value by 1
|
|
new_rank = current_rank + 1
|
|
self.discussions_db.update(
|
|
f"UPDATE message SET rank = ? WHERE id = ?",(new_rank,message_id)
|
|
)
|
|
return new_rank
|
|
|
|
def message_rank_down(self, message_id):
|
|
"""Increments the rank of the message
|
|
|
|
Args:
|
|
message_id (int): The id of the message to be changed
|
|
"""
|
|
# Retrieve current rank value for message_id
|
|
current_rank = self.discussions_db.select("SELECT rank FROM message WHERE id=?", (message_id,),False)[0]
|
|
|
|
# Increment current rank value by 1
|
|
new_rank = current_rank - 1
|
|
self.discussions_db.update(
|
|
f"UPDATE message SET rank = ? WHERE id = ?",(new_rank,message_id)
|
|
)
|
|
return new_rank
|
|
|
|
def delete_message(self, message_id):
|
|
"""Delete the message
|
|
|
|
Args:
|
|
message_id (int): The id of the message to be deleted
|
|
"""
|
|
# Retrieve current rank value for message_id
|
|
self.discussions_db.delete("DELETE FROM message WHERE id=?", (message_id,))
|
|
|
|
# ========================================================================================================================
|