diff --git a/libs/partners/postgres/LICENSE b/libs/partners/postgres/LICENSE new file mode 100644 index 0000000000..fc0602feec --- /dev/null +++ b/libs/partners/postgres/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 LangChain, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/libs/partners/postgres/Makefile b/libs/partners/postgres/Makefile new file mode 100644 index 0000000000..1952795bd1 --- /dev/null +++ b/libs/partners/postgres/Makefile @@ -0,0 +1,56 @@ +.PHONY: all format lint test tests integration_tests docker_tests help extended_tests + +# Default target executed when no arguments are given to make. +all: help + +# Define a variable for the test file path. +TEST_FILE ?= tests/unit_tests/ +integration_test integration_tests: TEST_FILE = tests/integration_tests/ + +test tests integration_test integration_tests: + poetry run pytest $(TEST_FILE) + +###################### +# LINTING AND FORMATTING +###################### + +# Define a variable for Python and notebook files. +PYTHON_FILES=. +MYPY_CACHE=.mypy_cache +lint format: PYTHON_FILES=. +lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=libs/partners/postgres --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$') +lint_package: PYTHON_FILES=langchain_postgres +lint_tests: PYTHON_FILES=tests +lint_tests: MYPY_CACHE=.mypy_cache_test + +lint lint_diff lint_package lint_tests: + poetry run ruff . + poetry run ruff format $(PYTHON_FILES) --diff + poetry run ruff --select I $(PYTHON_FILES) + mkdir -p $(MYPY_CACHE); poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) + +format format_diff: + poetry run ruff format $(PYTHON_FILES) + poetry run ruff --select I --fix $(PYTHON_FILES) + +spell_check: + poetry run codespell --toml pyproject.toml + +spell_fix: + poetry run codespell --toml pyproject.toml -w + +check_imports: $(shell find langchain_postgres -name '*.py') + poetry run python ./scripts/check_imports.py $^ + +###################### +# HELP +###################### + +help: + @echo '----' + @echo 'check_imports - check imports' + @echo 'format - run code formatters' + @echo 'lint - run linters' + @echo 'test - run unit tests' + @echo 'tests - run unit tests' + @echo 'test TEST_FILE= - run all tests in file' diff --git a/libs/partners/postgres/README.md b/libs/partners/postgres/README.md new file mode 100644 index 0000000000..2552c1ff24 --- /dev/null +++ b/libs/partners/postgres/README.md @@ -0,0 +1,65 @@ +# langchain-postgres + +The `langchain-postgres` package is an integration package managed by the core LangChain team. + +This package contains implementations of core abstractions using `Postgres`. + +The package is released under the MIT license. + +Feel free to use the abstraction as provided or else modify them / extend them as appropriate for your own application. + +## Installation + +```bash +pip install -U langchain-postgres +``` + +## Usage + +### ChatMessageHistory + +The chat message history abstraction helps to persist chat message history +in a postgres table. + +PostgresChatMessageHistory is parameterized using a `table_name` and a `session_id`. + +The `table_name` is the name of the table in the database where +the chat messages will be stored. + +The `session_id` is a unique identifier for the chat session. It can be assigned +by the caller using `uuid.uuid4()`. + +```python +import uuid + +from langchain_core.messages import SystemMessage, AIMessage, HumanMessage +from langchain_postgres import PostgresChatMessageHistory +import psycopg + +# Establish a synchronous connection to the database +# (or use psycopg.AsyncConnection for async) +conn_info = ... # Fill in with your connection info +sync_connection = psycopg.connect(conn_info) + +# Create the table schema (only needs to be done once) +table_name = "chat_history" +PostgresChatMessageHistory.create_schema(sync_connection, table_name) + +session_id = str(uuid.uuid4()) + +# Initialize the chat history manager +chat_history = PostgresChatMessageHistory( + table_name, + session_id, + sync_connection=sync_connection +) + +# Add messages to the chat history +chat_history.add_messages([ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), +]) + +print(chat_history.messages) +``` diff --git a/libs/partners/postgres/langchain_postgres/__init__.py b/libs/partners/postgres/langchain_postgres/__init__.py new file mode 100644 index 0000000000..ba755ca05c --- /dev/null +++ b/libs/partners/postgres/langchain_postgres/__init__.py @@ -0,0 +1,14 @@ +from importlib import metadata + +from langchain_postgres.chat_message_histories import PostgresChatMessageHistory + +try: + __version__ = metadata.version(__package__) +except metadata.PackageNotFoundError: + # Case where package metadata is not available. + __version__ = "" + +__all__ = [ + "__version__", + "PostgresChatMessageHistory", +] diff --git a/libs/partners/postgres/langchain_postgres/chat_message_histories.py b/libs/partners/postgres/langchain_postgres/chat_message_histories.py new file mode 100644 index 0000000000..54674ca875 --- /dev/null +++ b/libs/partners/postgres/langchain_postgres/chat_message_histories.py @@ -0,0 +1,372 @@ +"""Client for persisting chat message history in a Postgres database. + +This client provides support for both sync and async via psycopg 3. +""" +from __future__ import annotations + +import json +import logging +import re +import uuid +from typing import List, Optional, Sequence + +import psycopg +from langchain_core.chat_history import BaseChatMessageHistory +from langchain_core.messages import BaseMessage, message_to_dict, messages_from_dict +from psycopg import sql + +logger = logging.getLogger(__name__) + + +def _create_table_and_index(table_name: str) -> List[sql.Composed]: + """Make a SQL query to create a table.""" + index_name = f"idx_{table_name}_session_id" + statements = [ + sql.SQL( + """ + CREATE TABLE IF NOT EXISTS {table_name} ( + id SERIAL PRIMARY KEY, + session_id UUID NOT NULL, + message JSONB NOT NULL, + created_at TIMESTAMPTZ NOT NULL DEFAULT NOW() + ); + """ + ).format(table_name=sql.Identifier(table_name)), + sql.SQL( + """ + CREATE INDEX IF NOT EXISTS {index_name} ON {table_name} (session_id); + """ + ).format( + table_name=sql.Identifier(table_name), index_name=sql.Identifier(index_name) + ), + ] + return statements + + +def _get_messages_query(table_name: str) -> sql.Composed: + """Make a SQL query to get messages for a given session.""" + return sql.SQL( + "SELECT message " + "FROM {table_name} " + "WHERE session_id = %(session_id)s " + "ORDER BY id;" + ).format(table_name=sql.Identifier(table_name)) + + +def _delete_by_session_id_query(table_name: str) -> sql.Composed: + """Make a SQL query to delete messages for a given session.""" + return sql.SQL( + "DELETE FROM {table_name} WHERE session_id = %(session_id)s;" + ).format(table_name=sql.Identifier(table_name)) + + +def _delete_table_query(table_name: str) -> sql.Composed: + """Make a SQL query to delete a table.""" + return sql.SQL("DROP TABLE IF EXISTS {table_name};").format( + table_name=sql.Identifier(table_name) + ) + + +def _insert_message_query(table_name: str) -> sql.Composed: + """Make a SQL query to insert a message.""" + return sql.SQL( + "INSERT INTO {table_name} (session_id, message) VALUES (%s, %s)" + ).format(table_name=sql.Identifier(table_name)) + + +class PostgresChatMessageHistory(BaseChatMessageHistory): + def __init__( + self, + table_name: str, + session_id: str, + /, + *, + sync_connection: Optional[psycopg.Connection] = None, + async_connection: Optional[psycopg.AsyncConnection] = None, + ) -> None: + """Client for persisting chat message history in a Postgres database, + + This client provides support for both sync and async via psycopg >=3. + + The client can create schema in the database and provides methods to + add messages, get messages, and clear the chat message history. + + The schema has the following columns: + + - id: A serial primary key. + - session_id: The session ID for the chat message history. + - message: The JSONB message content. + - created_at: The timestamp of when the message was created. + + Messages are retrieved for a given session_id and are sorted by + the id (which should be increasing monotonically), and correspond + to the order in which the messages were added to the history. + + The "created_at" column is not returned by the interface, but + has been added for the schema so the information is available in the database. + + A session_id can be used to separate different chat histories in the same table, + the session_id should be provided when initializing the client. + + This chat history client takes in a psycopg connection object (either + Connection or AsyncConnection) and uses it to interact with the database. + + This design allows to reuse the underlying connection object across + multiple instantiations of this class, making instantiation fast. + + This chat history client is designed for prototyping applications that + involve chat and are based on Postgres. + + As your application grows, you will likely need to extend the schema to + handle more complex queries. For example, a chat application + may involve multiple tables like a user table, a table for storing + chat sessions / conversations, and this table for storing chat messages + for a given session. The application will require access to additional + endpoints like deleting messages by user id, listing conversations by + user id or ordering them based on last message time, etc. + + Feel free to adapt this implementation to suit your application's needs. + + Args: + session_id: The session ID to use for the chat message history + table_name: The name of the database table to use + sync_connection: An existing psycopg connection instance + async_connection: An existing psycopg async connection instance + + Usage: + - Use the create_schema or acreate_schema method to set up the table + schema in the database. + - Initialize the class with the appropriate session ID, table name, + and database connection. + - Add messages to the database using add_messages or aadd_messages. + - Retrieve messages with get_messages or aget_messages. + - Clear the session history with clear or aclear when needed. + + Note: + - At least one of sync_connection or async_connection must be provided. + + Examples: + + .. code-block:: python + + import uuid + + from langchain_core.messages import SystemMessage, AIMessage, HumanMessage + from langchain_postgres import PostgresChatMessageHistory + import psycopg + + # Establish a synchronous connection to the database + # (or use psycopg.AsyncConnection for async) + sync_connection = psycopg2.connect(conn_info) + + # Create the table schema (only needs to be done once) + table_name = "chat_history" + PostgresChatMessageHistory.create_schema(sync_connection, table_name) + + session_id = str(uuid.uuid4()) + + # Initialize the chat history manager + chat_history = PostgresChatMessageHistory( + table_name, + session_id, + sync_connection=sync_connection + ) + + # Add messages to the chat history + chat_history.add_messages([ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ]) + + print(chat_history.messages) + """ + if not sync_connection and not async_connection: + raise ValueError("Must provide sync_connection or async_connection") + + self._connection = sync_connection + self._aconnection = async_connection + + # Validate that session id is a UUID + try: + uuid.UUID(session_id) + except ValueError: + raise ValueError( + f"Invalid session id. Session id must be a valid UUID. Got {session_id}" + ) + + self._session_id = session_id + + if not re.match(r"^\w+$", table_name): + raise ValueError( + "Invalid table name. Table name must contain only alphanumeric " + "characters and underscores." + ) + self._table_name = table_name + + @staticmethod + def create_schema( + connection: psycopg.Connection, + table_name: str, + /, + ) -> None: + """Create the table schema in the database and create relevant indexes.""" + queries = _create_table_and_index(table_name) + logger.info("Creating schema for table %s", table_name) + with connection.cursor() as cursor: + for query in queries: + cursor.execute(query) + connection.commit() + + @staticmethod + async def acreate_schema( + connection: psycopg.AsyncConnection, table_name: str, / + ) -> None: + """Create the table schema in the database and create relevant indexes.""" + queries = _create_table_and_index(table_name) + logger.info("Creating schema for table %s", table_name) + async with connection.cursor() as cur: + for query in queries: + await cur.execute(query) + await connection.commit() + + @staticmethod + def drop_table(connection: psycopg.Connection, table_name: str, /) -> None: + """Delete the table schema in the database. + + WARNING: + This will delete the given table from the database including + all the database in the table and the schema of the table. + + Args: + connection: The database connection. + table_name: The name of the table to create. + """ + + query = _delete_table_query(table_name) + logger.info("Dropping table %s", table_name) + with connection.cursor() as cursor: + cursor.execute(query) + connection.commit() + + @staticmethod + async def adrop_table( + connection: psycopg.AsyncConnection, table_name: str, / + ) -> None: + """Delete the table schema in the database. + + WARNING: + This will delete the given table from the database including + all the database in the table and the schema of the table. + + Args: + connection: Async database connection. + table_name: The name of the table to create. + """ + query = _delete_table_query(table_name) + logger.info("Dropping table %s", table_name) + + async with connection.cursor() as acur: + await acur.execute(query) + await connection.commit() + + def add_messages(self, messages: Sequence[BaseMessage]) -> None: + """Add messages to the chat message history.""" + if self._connection is None: + raise ValueError( + "Please initialize the PostgresChatMessageHistory " + "with a sync connection or use the aadd_messages method instead." + ) + + values = [ + (self._session_id, json.dumps(message_to_dict(message))) + for message in messages + ] + + query = _insert_message_query(self._table_name) + + with self._connection.cursor() as cursor: + cursor.executemany(query, values) + self._connection.commit() + + async def aadd_messages(self, messages: Sequence[BaseMessage]) -> None: + """Add messages to the chat message history.""" + if self._aconnection is None: + raise ValueError( + "Please initialize the PostgresChatMessageHistory " + "with an async connection or use the sync add_messages method instead." + ) + + values = [ + (self._session_id, json.dumps(message_to_dict(message))) + for message in messages + ] + + query = _insert_message_query(self._table_name) + async with self._aconnection.cursor() as cursor: + await cursor.executemany(query, values) + await self._aconnection.commit() + + def get_messages(self) -> List[BaseMessage]: + """Retrieve messages from the chat message history.""" + if self._connection is None: + raise ValueError( + "Please initialize the PostgresChatMessageHistory " + "with a sync connection or use the async aget_messages method instead." + ) + + query = _get_messages_query(self._table_name) + + with self._connection.cursor() as cursor: + cursor.execute(query, {"session_id": self._session_id}) + items = [record[0] for record in cursor.fetchall()] + + messages = messages_from_dict(items) + return messages + + async def aget_messages(self) -> List[BaseMessage]: + """Retrieve messages from the chat message history.""" + if self._aconnection is None: + raise ValueError( + "Please initialize the PostgresChatMessageHistory " + "with an async connection or use the sync get_messages method instead." + ) + + query = _get_messages_query(self._table_name) + async with self._aconnection.cursor() as cursor: + await cursor.execute(query, {"session_id": self._session_id}) + items = [record[0] for record in await cursor.fetchall()] + + messages = messages_from_dict(items) + return messages + + @property # type: ignore[override] + def messages(self) -> List[BaseMessage]: + """The abstraction required a property.""" + return self.get_messages() + + def clear(self) -> None: + """Clear the chat message history for the GIVEN session.""" + if self._connection is None: + raise ValueError( + "Please initialize the PostgresChatMessageHistory " + "with a sync connection or use the async clear method instead." + ) + + query = _delete_by_session_id_query(self._table_name) + with self._connection.cursor() as cursor: + cursor.execute(query, {"session_id": self._session_id}) + self._connection.commit() 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"https://github.com/langchain-ai/langchain/tree/master/libs/partners/postgres" + +[tool.poetry.dependencies] +python = ">=3.8.1,<4.0" +langchain-core = "^0.1" +psycopg = "^3.1.18" + +[tool.poetry.group.test] +optional = true + +[tool.poetry.group.test.dependencies] +pytest = "^7.4.3" +pytest-asyncio = "^0.23.2" +langchain-core = {path = "../../core", develop = true} + +[tool.poetry.group.codespell] +optional = true + +[tool.poetry.group.codespell.dependencies] +codespell = "^2.2.6" + +[tool.poetry.group.test_integration] +optional = true + +[tool.poetry.group.test_integration.dependencies] + +[tool.poetry.group.lint] +optional = true + +[tool.poetry.group.lint.dependencies] +ruff = "^0.1.8" + +[tool.poetry.group.typing.dependencies] +mypy = "^1.7.1" +langchain-core = {path = "../../core", develop = true} + +[tool.poetry.group.dev] +optional = true + +[tool.poetry.group.dev.dependencies] +langchain-core = {path = "../../core", develop = true} + +[tool.ruff.lint] +select = [ + "E", # pycodestyle + "F", # pyflakes + "I", # isort + "T201", # print +] + +[tool.mypy] +disallow_untyped_defs = "True" + +[tool.coverage.run] +omit = [ + "tests/*", +] + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + +[tool.pytest.ini_options] +# --strict-markers will raise errors on unknown marks. +# https://docs.pytest.org/en/7.1.x/how-to/mark.html#raising-errors-on-unknown-marks +# +# https://docs.pytest.org/en/7.1.x/reference/reference.html +# --strict-config any warnings encountered while parsing the `pytest` +# section of the configuration file raise errors. +# +# https://github.com/tophat/syrupy +# --snapshot-warn-unused Prints a warning on unused snapshots rather than fail the test suite. +addopts = "--strict-markers --strict-config --durations=5" +# Registering custom markers. +# https://docs.pytest.org/en/7.1.x/example/markers.html#registering-markers +markers = [ + "compile: mark placeholder test used to compile integration tests without running them", +] +asyncio_mode = "auto" diff --git a/libs/partners/postgres/scripts/check_imports.py b/libs/partners/postgres/scripts/check_imports.py new file mode 100644 index 0000000000..365f5fa118 --- /dev/null +++ b/libs/partners/postgres/scripts/check_imports.py @@ -0,0 +1,17 @@ +import sys +import traceback +from importlib.machinery import SourceFileLoader + +if __name__ == "__main__": + files = sys.argv[1:] + has_failure = False + for file in files: + try: + SourceFileLoader("x", file).load_module() + except Exception: + has_faillure = True + print(file) # noqa: T201 + traceback.print_exc() + print() # noqa: T201 + + sys.exit(1 if has_failure else 0) diff --git a/libs/partners/postgres/scripts/check_pydantic.sh b/libs/partners/postgres/scripts/check_pydantic.sh new file mode 100755 index 0000000000..06b5bb81ae --- /dev/null +++ b/libs/partners/postgres/scripts/check_pydantic.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# +# This script searches for lines starting with "import pydantic" or "from pydantic" +# in tracked files within a Git repository. +# +# Usage: ./scripts/check_pydantic.sh /path/to/repository + +# Check if a path argument is provided +if [ $# -ne 1 ]; then + echo "Usage: $0 /path/to/repository" + exit 1 +fi + +repository_path="$1" + +# Search for lines matching the pattern within the specified repository +result=$(git -C "$repository_path" grep -E '^import pydantic|^from pydantic') + +# Check if any matching lines were found +if [ -n "$result" ]; then + echo "ERROR: The following lines need to be updated:" + echo "$result" + echo "Please replace the code with an import from langchain_core.pydantic_v1." + echo "For example, replace 'from pydantic import BaseModel'" + echo "with 'from langchain_core.pydantic_v1 import BaseModel'" + exit 1 +fi diff --git a/libs/partners/postgres/scripts/lint_imports.sh b/libs/partners/postgres/scripts/lint_imports.sh new file mode 100755 index 0000000000..19ccec1480 --- /dev/null +++ b/libs/partners/postgres/scripts/lint_imports.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +set -eu + +# Initialize a variable to keep track of errors +errors=0 + +# make sure not importing from langchain, langchain_experimental, or langchain_community +git --no-pager grep '^from langchain\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_experimental\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_community\.' . && errors=$((errors+1)) + +# Decide on an exit status based on the errors +if [ "$errors" -gt 0 ]; then + exit 1 +else + exit 0 +fi diff --git a/libs/partners/postgres/tests/__init__.py b/libs/partners/postgres/tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/postgres/tests/integration_tests/__init__.py b/libs/partners/postgres/tests/integration_tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/postgres/tests/integration_tests/test_chat_histories.py b/libs/partners/postgres/tests/integration_tests/test_chat_histories.py new file mode 100644 index 0000000000..187ec2a0f6 --- /dev/null +++ b/libs/partners/postgres/tests/integration_tests/test_chat_histories.py @@ -0,0 +1,123 @@ +import uuid + +from langchain_core.messages import AIMessage, HumanMessage, SystemMessage + +from langchain_postgres.chat_message_histories import PostgresChatMessageHistory +from tests.utils import asyncpg_client, syncpg_client + + +def test_sync_chat_history() -> None: + table_name = "chat_history" + session_id = str(uuid.UUID(int=123)) + with syncpg_client() as sync_connection: + PostgresChatMessageHistory.drop_table(sync_connection, table_name) + PostgresChatMessageHistory.create_schema(sync_connection, table_name) + + chat_history = PostgresChatMessageHistory( + table_name, session_id, sync_connection=sync_connection + ) + + messages = chat_history.messages + assert messages == [] + + assert chat_history is not None + + # Get messages from the chat history + messages = chat_history.messages + assert messages == [] + + chat_history.add_messages( + [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + ) + + # Get messages from the chat history + messages = chat_history.messages + assert len(messages) == 3 + assert messages == [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + + chat_history.add_messages( + [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + ) + + messages = chat_history.messages + assert len(messages) == 6 + assert messages == [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + + chat_history.clear() + assert chat_history.messages == [] + + +async def test_async_chat_history() -> None: + """Test the async chat history.""" + async with asyncpg_client() as async_connection: + table_name = "chat_history" + session_id = str(uuid.UUID(int=125)) + await PostgresChatMessageHistory.adrop_table(async_connection, table_name) + await PostgresChatMessageHistory.acreate_schema(async_connection, table_name) + + chat_history = PostgresChatMessageHistory( + table_name, session_id, async_connection=async_connection + ) + + messages = await chat_history.aget_messages() + assert messages == [] + + # Add messages + await chat_history.aadd_messages( + [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + ) + # Get the messages + messages = await chat_history.aget_messages() + assert len(messages) == 3 + assert messages == [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + + # Add more messages + await chat_history.aadd_messages( + [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + ) + # Get the messages + messages = await chat_history.aget_messages() + assert len(messages) == 6 + assert messages == [ + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + SystemMessage(content="Meow"), + AIMessage(content="woof"), + HumanMessage(content="bark"), + ] + + # clear + await chat_history.aclear() + assert await chat_history.aget_messages() == [] diff --git a/libs/partners/postgres/tests/integration_tests/test_compile.py b/libs/partners/postgres/tests/integration_tests/test_compile.py new file mode 100644 index 0000000000..33ecccdfa0 --- /dev/null +++ b/libs/partners/postgres/tests/integration_tests/test_compile.py @@ -0,0 +1,7 @@ +import pytest + + +@pytest.mark.compile +def test_placeholder() -> None: + """Used for compiling integration tests without running any real tests.""" + pass diff --git a/libs/partners/postgres/tests/unit_tests/__init__.py b/libs/partners/postgres/tests/unit_tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/libs/partners/postgres/tests/unit_tests/test_imports.py b/libs/partners/postgres/tests/unit_tests/test_imports.py new file mode 100644 index 0000000000..59225c5b07 --- /dev/null +++ b/libs/partners/postgres/tests/unit_tests/test_imports.py @@ -0,0 +1,7 @@ +from langchain_postgres import __all__ + +EXPECTED_ALL = ["__version__", "PostgresChatMessageHistory"] + + +def test_all_imports() -> None: + assert sorted(EXPECTED_ALL) == sorted(__all__) diff --git a/libs/partners/postgres/tests/utils.py b/libs/partners/postgres/tests/utils.py new file mode 100644 index 0000000000..97313008e5 --- /dev/null +++ b/libs/partners/postgres/tests/utils.py @@ -0,0 +1,42 @@ +"""Get fixtures for the database connection.""" +import os +from contextlib import asynccontextmanager, contextmanager + +import psycopg +from typing_extensions import AsyncGenerator, Generator + +PG_USER = os.environ.get("PG_USER", "langchain") +PG_HOST = os.environ.get("PG_HOST", "localhost") +PG_PASSWORD = os.environ.get("PG_PASSWORD", "langchain") +PG_DATABASE = os.environ.get("PG_DATABASE", "langchain") + +# Using a different port for testing than the default 5432 +# to avoid conflicts with a running PostgreSQL instance +# This port matches the convention in langchain/docker/docker-compose.yml +# To spin up a PostgreSQL instance for testing, run: +# docker-compose -f docker/docker-compose.yml up -d postgres +PG_PORT = os.environ.get("PG_PORT", "6023") + +DSN = f"postgresql://{PG_USER}:{PG_PASSWORD}@{PG_HOST}:{PG_PORT}/{PG_DATABASE}" + + +@asynccontextmanager +async def asyncpg_client() -> AsyncGenerator[psycopg.AsyncConnection, None]: + # Establish a connection to your test database + conn = await psycopg.AsyncConnection.connect(conninfo=DSN) + try: + yield conn + finally: + # Cleanup: close the connection after the test is done + await conn.close() + + +@contextmanager +def syncpg_client() -> Generator[psycopg.Connection, None, None]: + # Establish a connection to your test database + conn = psycopg.connect(conninfo=DSN) + try: + yield conn + finally: + # Cleanup: close the connection after the test is done + conn.close() diff --git a/poetry.lock b/poetry.lock index 2819c5e8f0..658032e173 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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">=0.0.1,<0.1" langsmith = "^0.1.17" numpy = "^1" @@ -1725,12 +1722,12 @@ all = [] azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-textanalytics (>=5.3.0,<6.0.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0b8)", "openai (<2)"] clarifai = ["clarifai (>=9.1.0)"] cli = ["typer (>=0.9.0,<0.10.0)"] -cohere = ["cohere (>=4,<5)"] +cohere = ["cohere (>=4,<6)"] docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"] embeddings = ["sentence-transformers (>=2,<3)"] -extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<5)", "couchbase (>=4.1.9,<5.0.0)", 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(>=4,<5)"] +llms = ["clarifai (>=9.1.0)", "cohere (>=4,<6)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (<2)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"] openai = ["openai (<2)", "tiktoken (>=0.3.2,<0.6.0)"] qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"] text-helpers = ["chardet (>=5.1.0,<6.0.0)"] @@ -1741,7 +1738,7 @@ url = "libs/langchain" [[package]] name = "langchain-community" -version = "0.0.29" +version = "0.0.31" description = "Community contributed LangChain integrations." optional = false python-versions = ">=3.8.1,<4.0" @@ -1751,7 +1748,7 @@ develop = true [package.dependencies] aiohttp = "^3.8.3" dataclasses-json = ">= 0.5.7, < 0.7" -langchain-core = "^0.1.33" +langchain-core = "^0.1.37" langsmith = "^0.1.0" numpy = "^1" PyYAML = ">=5.3" @@ -1761,7 +1758,7 @@ tenacity = "^8.1.0" [package.extras] cli = ["typer (>=0.9.0,<0.10.0)"] -extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client 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