From 57ae93b3cd0c6061a5192dfaa5dee35eb48b0520 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Tue, 17 Dec 2024 18:53:28 +0100 Subject: [PATCH 01/22] Update get_cognify_router.py --- .../v1/cognify/routers/get_cognify_router.py | 22 ++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/cognee/api/v1/cognify/routers/get_cognify_router.py b/cognee/api/v1/cognify/routers/get_cognify_router.py index a56dbd7a5..1a53a7338 100644 --- a/cognee/api/v1/cognify/routers/get_cognify_router.py +++ b/cognee/api/v1/cognify/routers/get_cognify_router.py @@ -1,6 +1,6 @@ from fastapi import APIRouter -from typing import List, Optional -from pydantic import BaseModel +from typing import List, Optional, Any +from pydantic import BaseModel, create_model from cognee.modules.users.models import User from fastapi.responses import JSONResponse from cognee.modules.users.methods import get_authenticated_user @@ -9,7 +9,14 @@ from fastapi import Depends class CognifyPayloadDTO(BaseModel): datasets: List[str] - graph_model: Optional[BaseModel] = None + graph_model: Optional[Any] = None + + +def json_to_pydantic_model(name: str, json_schema: dict) -> BaseModel: + """ + Create a Pydantic model on the fly from JSON. + """ + return create_model(name, **{k: (type(v), ...) for k, v in json_schema.items()}) def get_cognify_router() -> APIRouter: router = APIRouter() @@ -18,6 +25,15 @@ def get_cognify_router() -> APIRouter: async def cognify(payload: CognifyPayloadDTO, user: User = Depends(get_authenticated_user)): """ This endpoint is responsible for the cognitive processing of the content.""" from cognee.api.v1.cognify.cognify_v2 import cognify as cognee_cognify + try: + # Dynamic conversion of `graph_model` to Pydantic + if payload.graph_model: + graph_model_schema = payload.graph_model + GraphModelDynamic = json_to_pydantic_model("GraphModelDynamic", graph_model_schema) + graph_model_instance = GraphModelDynamic(**graph_model_schema) + print(graph_model_instance) + else: + graph_model_instance = None try: await cognee_cognify(payload.datasets, user, payload.graph_model) except Exception as error: From a42ab3e215f898c83ded7f546a96d7dce1127713 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 10:58:48 +0100 Subject: [PATCH 02/22] fix: Resolve syntax issue with cognify router Resolve syntax issue with cognify router Fix --- cognee/api/v1/cognify/routers/get_cognify_router.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/cognee/api/v1/cognify/routers/get_cognify_router.py b/cognee/api/v1/cognify/routers/get_cognify_router.py index 1a53a7338..739bd1657 100644 --- a/cognee/api/v1/cognify/routers/get_cognify_router.py +++ b/cognee/api/v1/cognify/routers/get_cognify_router.py @@ -6,6 +6,8 @@ from fastapi.responses import JSONResponse from cognee.modules.users.methods import get_authenticated_user from fastapi import Depends +from cognee.shared.data_models import KnowledgeGraph + class CognifyPayloadDTO(BaseModel): datasets: List[str] @@ -32,10 +34,10 @@ def get_cognify_router() -> APIRouter: GraphModelDynamic = json_to_pydantic_model("GraphModelDynamic", graph_model_schema) graph_model_instance = GraphModelDynamic(**graph_model_schema) print(graph_model_instance) - else: - graph_model_instance = None - try: - await cognee_cognify(payload.datasets, user, payload.graph_model) + else: + graph_model_instance = KnowledgeGraph + + await cognee_cognify(payload.datasets, user, graph_model_instance) except Exception as error: return JSONResponse( status_code=409, From 7be7265c93fc32ba2b0e0ceab6d78e4072b82d7f Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 13:19:02 +0100 Subject: [PATCH 03/22] feat: Add ruff pre-commit hook for linting and formatting Added formatting and linting on pre-commit hook Feature COG-650 --- .pre-commit-config.yaml | 20 ++++++++++ poetry.lock | 87 ++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 1 + 3 files changed, 107 insertions(+), 1 deletion(-) create mode 100644 .pre-commit-config.yaml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 000000000..c862cb36f --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,20 @@ +# See https://pre-commit.com for more information +# See https://pre-commit.com/hooks.html for more hooks +repos: +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v3.2.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml + - id: check-added-large-files +- repo: https://github.com/astral-sh/ruff-pre-commit + # Ruff version. + rev: v0.8.3 + hooks: + # Run the linter. + - id: ruff + types_or: [ python, pyi ] + # Run the formatter. + - id: ruff-format + types_or: [ python, pyi ] \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index d2c0a8533..3aee967b2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -726,6 +726,17 @@ files = [ [package.dependencies] pycparser = "*" +[[package]] +name = "cfgv" +version = "3.4.0" +description = "Validate configuration and produce human readable error messages." +optional = false +python-versions = ">=3.8" +files = [ + {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"}, + {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"}, +] + [[package]] name = "chardet" version = "5.2.0" @@ -1379,6 +1390,17 @@ files = [ {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"}, ] +[[package]] +name = "distlib" +version = "0.3.9" +description = "Distribution utilities" +optional = false +python-versions = "*" +files = [ + {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"}, + {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"}, +] + [[package]] name = "distro" version = "1.9.0" @@ -2527,6 +2549,20 @@ files = [ {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"}, ] +[[package]] +name = "identify" +version = "2.6.3" +description = "File identification library for Python" +optional = false +python-versions = ">=3.9" +files = [ + {file = "identify-2.6.3-py2.py3-none-any.whl", hash = "sha256:9edba65473324c2ea9684b1f944fe3191db3345e50b6d04571d10ed164f8d7bd"}, + {file = "identify-2.6.3.tar.gz", hash = "sha256:62f5dae9b5fef52c84cc188514e9ea4f3f636b1d8799ab5ebc475471f9e47a02"}, +] + +[package.extras] +license = ["ukkonen"] + [[package]] name = "idna" version = "3.10" @@ -4535,6 +4571,17 @@ plot = ["matplotlib"] tgrep = ["pyparsing"] twitter = ["twython"] +[[package]] +name = "nodeenv" +version = "1.9.1" +description = "Node.js virtual environment builder" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +files = [ + {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, + {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, +] + [[package]] name = "notebook" version = "7.3.1" @@ -5348,6 +5395,24 @@ dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"] sentry = ["django", "sentry-sdk"] test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"] +[[package]] +name = "pre-commit" +version = "4.0.1" +description = "A framework for managing and maintaining multi-language pre-commit hooks." +optional = false +python-versions = ">=3.9" +files = [ + {file = "pre_commit-4.0.1-py2.py3-none-any.whl", hash = "sha256:efde913840816312445dc98787724647c65473daefe420785f885e8ed9a06878"}, + {file = "pre_commit-4.0.1.tar.gz", hash = "sha256:80905ac375958c0444c65e9cebebd948b3cdb518f335a091a670a89d652139d2"}, +] + +[package.dependencies] +cfgv = ">=2.0.0" +identify = ">=1.0.0" +nodeenv = ">=0.11.1" +pyyaml = ">=5.1" +virtualenv = ">=20.10.0" + [[package]] name = "prometheus-client" version = "0.21.1" @@ -8375,6 +8440,26 @@ files = [ [package.extras] crypto-eth-addresses = ["eth-hash[pycryptodome] (>=0.7.0)"] +[[package]] +name = "virtualenv" +version = "20.28.0" +description = "Virtual Python Environment builder" +optional = false +python-versions = ">=3.8" +files = [ + {file = "virtualenv-20.28.0-py3-none-any.whl", hash = "sha256:23eae1b4516ecd610481eda647f3a7c09aea295055337331bb4e6892ecce47b0"}, + {file = "virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa"}, +] + +[package.dependencies] +distlib = ">=0.3.7,<1" +filelock = ">=3.12.2,<4" +platformdirs = ">=3.9.1,<5" + +[package.extras] +docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] + [[package]] name = "watchdog" version = "6.0.0" @@ -8877,4 +8962,4 @@ weaviate = ["weaviate-client"] [metadata] lock-version = "2.0" python-versions = ">=3.9.0,<3.12" -content-hash = "af91e3dcf6a8927ed938fe3f78172a5f1e0c0f9c8fbcbc76767b0e0d84645c9e" +content-hash = "7b339ad192fdc1bf97bbc0797b9657f0245b00627f811009a545e4a3380368bb" diff --git a/pyproject.toml b/pyproject.toml index 79f5a6855..cbee3e056 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -74,6 +74,7 @@ deepeval = {version = "^2.0.1", optional = true} transformers = "^4.46.3" pymilvus = {version = "^2.5.0", optional = true} unstructured = { extras = ["csv", "doc", "docx", "epub", "md", "odt", "org", "ppt", "pptx", "rst", "rtf", "tsv", "xlsx"], version = "^0.16.10", optional = true } +pre-commit = "^4.0.1" From 875dd1055e375d65dee1d22b9e8cd90ce677f3d9 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 13:31:19 +0100 Subject: [PATCH 04/22] chore: Update ruff lint options in pyproject file Update ruff lint options in pyproject file Chore --- .pre-commit-config.yaml | 2 +- pyproject.toml | 5 ++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index c862cb36f..42f12ea51 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -17,4 +17,4 @@ repos: types_or: [ python, pyi ] # Run the formatter. - id: ruff-format - types_or: [ python, pyi ] \ No newline at end of file + types_or: [ python, pyi ] diff --git a/pyproject.toml b/pyproject.toml index cbee3e056..0d5845d78 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -115,11 +115,10 @@ mkdocstrings = {extras = ["python"], version = "^0.26.2"} [tool.ruff] # https://beta.ruff.rs/docs/ line-length = 100 + +[tool.ruff.lint] ignore = ["F401"] -ignore-init-module-imports = true [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" - - From 856f228981a46ad931347c08a16db91886fcf95e Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 14:04:49 +0100 Subject: [PATCH 05/22] test: Add ruff linter github action Added linting check with ruff in github actions Test COG-650 --- .github/workflows/ruff_lint.yaml | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 .github/workflows/ruff_lint.yaml diff --git a/.github/workflows/ruff_lint.yaml b/.github/workflows/ruff_lint.yaml new file mode 100644 index 000000000..43cfef95b --- /dev/null +++ b/.github/workflows/ruff_lint.yaml @@ -0,0 +1,9 @@ +name: Ruff +on: [ push, pull_request ] + +jobs: + ruff: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: astral-sh/ruff-action@v2 From f660127d2d25e0265cac1e865c8c962865551fe3 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 14:24:14 +0100 Subject: [PATCH 06/22] refactor: Remove changes to cognify router Remove changes to cognify router Refactor COG-650 --- .../v1/cognify/routers/get_cognify_router.py | 26 +++---------------- 1 file changed, 4 insertions(+), 22 deletions(-) diff --git a/cognee/api/v1/cognify/routers/get_cognify_router.py b/cognee/api/v1/cognify/routers/get_cognify_router.py index 739bd1657..257ac994f 100644 --- a/cognee/api/v1/cognify/routers/get_cognify_router.py +++ b/cognee/api/v1/cognify/routers/get_cognify_router.py @@ -1,24 +1,15 @@ from fastapi import APIRouter -from typing import List, Optional, Any -from pydantic import BaseModel, create_model +from typing import List, Optional +from pydantic import BaseModel from cognee.modules.users.models import User from fastapi.responses import JSONResponse from cognee.modules.users.methods import get_authenticated_user from fastapi import Depends - from cognee.shared.data_models import KnowledgeGraph - class CognifyPayloadDTO(BaseModel): datasets: List[str] - graph_model: Optional[Any] = None - - -def json_to_pydantic_model(name: str, json_schema: dict) -> BaseModel: - """ - Create a Pydantic model on the fly from JSON. - """ - return create_model(name, **{k: (type(v), ...) for k, v in json_schema.items()}) + graph_model: Optional[BaseModel] = KnowledgeGraph def get_cognify_router() -> APIRouter: router = APIRouter() @@ -28,16 +19,7 @@ def get_cognify_router() -> APIRouter: """ This endpoint is responsible for the cognitive processing of the content.""" from cognee.api.v1.cognify.cognify_v2 import cognify as cognee_cognify try: - # Dynamic conversion of `graph_model` to Pydantic - if payload.graph_model: - graph_model_schema = payload.graph_model - GraphModelDynamic = json_to_pydantic_model("GraphModelDynamic", graph_model_schema) - graph_model_instance = GraphModelDynamic(**graph_model_schema) - print(graph_model_instance) - else: - graph_model_instance = KnowledgeGraph - - await cognee_cognify(payload.datasets, user, graph_model_instance) + await cognee_cognify(payload.datasets, user, payload.graph_model) except Exception as error: return JSONResponse( status_code=409, From 8aff9962dd3f458fde899e97cf25cc02df3811f0 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 14:42:19 +0100 Subject: [PATCH 07/22] test: Add test for ruff format for cognee code Test if code is formatted for cognee Test COG-650 --- .github/workflows/ruff_format.yaml | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 .github/workflows/ruff_format.yaml diff --git a/.github/workflows/ruff_format.yaml b/.github/workflows/ruff_format.yaml new file mode 100644 index 000000000..e036c3ac8 --- /dev/null +++ b/.github/workflows/ruff_format.yaml @@ -0,0 +1,11 @@ +name: Ruff +on: [ push, pull_request ] + +jobs: + ruff: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: astral-sh/ruff-action@v2 + with: + args: "format --check" From 7a9f7b07f6465a37063365a94383d16a4cfe5ec9 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 14:43:31 +0100 Subject: [PATCH 08/22] refactor: Rename ruff gh actions Rename ruff gh actions to be more understandable Refactor COG-650 --- .github/workflows/ruff_format.yaml | 2 +- .github/workflows/ruff_lint.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ruff_format.yaml b/.github/workflows/ruff_format.yaml index e036c3ac8..899dfff22 100644 --- a/.github/workflows/ruff_format.yaml +++ b/.github/workflows/ruff_format.yaml @@ -1,4 +1,4 @@ -name: Ruff +name: ruff format on: [ push, pull_request ] jobs: diff --git a/.github/workflows/ruff_lint.yaml b/.github/workflows/ruff_lint.yaml index 43cfef95b..cf09ab53d 100644 --- a/.github/workflows/ruff_lint.yaml +++ b/.github/workflows/ruff_lint.yaml @@ -1,4 +1,4 @@ -name: Ruff +name: ruff lint on: [ push, pull_request ] jobs: From 8ec639a12a97b684ee665ef06955f2486b53eb48 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 15:01:13 +0100 Subject: [PATCH 09/22] chore: Remove checking of ruff lint and format on push Remove checking of ruff lint and format on push Chore COG-650 --- .github/workflows/ruff_format.yaml | 2 +- .github/workflows/ruff_lint.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ruff_format.yaml b/.github/workflows/ruff_format.yaml index 899dfff22..959b7fc4b 100644 --- a/.github/workflows/ruff_format.yaml +++ b/.github/workflows/ruff_format.yaml @@ -1,5 +1,5 @@ name: ruff format -on: [ push, pull_request ] +on: [ pull_request ] jobs: ruff: diff --git a/.github/workflows/ruff_lint.yaml b/.github/workflows/ruff_lint.yaml index cf09ab53d..214e8ec6d 100644 --- a/.github/workflows/ruff_lint.yaml +++ b/.github/workflows/ruff_lint.yaml @@ -1,5 +1,5 @@ name: ruff lint -on: [ push, pull_request ] +on: [ pull_request ] jobs: ruff: From f6800b979edad66102ac449e00889b709a2a4e33 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 15:26:13 +0100 Subject: [PATCH 10/22] feat: Add deletion of local files when deleting data Delete local files when deleting data from cognee Feature COG-475 --- .../sqlalchemy/SqlAlchemyAdapter.py | 28 +++++++++++++++++-- cognee/modules/data/methods/delete_data.py | 2 +- cognee/modules/data/methods/delete_dataset.py | 2 +- 3 files changed, 27 insertions(+), 5 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index 8041aeaea..e0db40ca3 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -3,11 +3,12 @@ from uuid import UUID from typing import Optional from typing import AsyncGenerator, List from contextlib import asynccontextmanager -from sqlalchemy import text, select, MetaData, Table +from sqlalchemy import text, select, MetaData, Table, delete from sqlalchemy.orm import joinedload from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker from cognee.infrastructure.databases.exceptions import EntityNotFoundError +from cognee.modules.data.models.Data import Data from ..ModelBase import Base class SQLAlchemyAdapter(): @@ -86,9 +87,9 @@ class SQLAlchemyAdapter(): return [schema[0] for schema in result.fetchall()] return [] - async def delete_data_by_id(self, table_name: str, data_id: UUID, schema_name: Optional[str] = "public"): + async def delete_entity_by_id(self, table_name: str, data_id: UUID, schema_name: Optional[str] = "public"): """ - Delete data in given table based on id. Table must have an id Column. + Delete entity in given table based on id. Table must have an id Column. """ if self.engine.dialect.name == "sqlite": async with self.get_async_session() as session: @@ -107,6 +108,27 @@ class SQLAlchemyAdapter(): await session.commit() + async def delete_data_entity(self, data_id: UUID): + """ + Delete data and local files related to data if there are no references to it anymore. + """ + if self.engine.dialect.name == "sqlite": + async with self.get_async_session() as session: + + # Foreign key constraints are disabled by default in SQLite (for backwards compatibility), + # so must be enabled for each database connection/session separately. + await session.execute(text("PRAGMA foreign_keys = ON;")) + + data_entity = await session.execute(select(Data).where(Data.id == data_id)) + + await session.execute(delete(Data).where(Data.id == data_id)) + await session.commit() + else: + async with self.get_async_session() as session: + await session.execute(delete(Data).where(Data.id == data_id)) + await session.commit() + + async def get_table(self, table_name: str, schema_name: Optional[str] = "public") -> Table: """ Dynamically loads a table using the given table name and schema name. diff --git a/cognee/modules/data/methods/delete_data.py b/cognee/modules/data/methods/delete_data.py index c0493a606..f0e9629ec 100644 --- a/cognee/modules/data/methods/delete_data.py +++ b/cognee/modules/data/methods/delete_data.py @@ -17,4 +17,4 @@ async def delete_data(data: Data): db_engine = get_relational_engine() - return await db_engine.delete_data_by_id(data.__tablename__, data.id) + return await db_engine.delete_entity_by_id(data.__tablename__, data.id) diff --git a/cognee/modules/data/methods/delete_dataset.py b/cognee/modules/data/methods/delete_dataset.py index c2205144d..96a2e7d71 100644 --- a/cognee/modules/data/methods/delete_dataset.py +++ b/cognee/modules/data/methods/delete_dataset.py @@ -4,4 +4,4 @@ from cognee.infrastructure.databases.relational import get_relational_engine async def delete_dataset(dataset: Dataset): db_engine = get_relational_engine() - return await db_engine.delete_data_by_id(dataset.__tablename__, dataset.id) + return await db_engine.delete_entity_by_id(dataset.__tablename__, dataset.id) From ee6bc1703249e2c6bc3e95ae2de7ffe9087633af Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Wed, 18 Dec 2024 17:10:08 +0100 Subject: [PATCH 11/22] refacotr: Add current development status Save current development status Refactor --- .../sqlalchemy/SqlAlchemyAdapter.py | 29 +++- cognee/tests/test_pgvector.py | 137 +++++++++--------- 2 files changed, 99 insertions(+), 67 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index e0db40ca3..7eb4ccc2f 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -5,10 +5,12 @@ from typing import AsyncGenerator, List from contextlib import asynccontextmanager from sqlalchemy import text, select, MetaData, Table, delete from sqlalchemy.orm import joinedload +from sqlalchemy.exc import NoResultFound from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker from cognee.infrastructure.databases.exceptions import EntityNotFoundError from cognee.modules.data.models.Data import Data + from ..ModelBase import Base class SQLAlchemyAdapter(): @@ -119,12 +121,37 @@ class SQLAlchemyAdapter(): # so must be enabled for each database connection/session separately. await session.execute(text("PRAGMA foreign_keys = ON;")) - data_entity = await session.execute(select(Data).where(Data.id == data_id)) + data_entity = await session.scalars(select(Data).where(Data.id == data_id)).one() + + # Check if other data objects point to the same raw data location + raw_data_location_entities= await session.execute( + select(Data).where(Data.raw_data_location == data_entity.raw_data_location)).all() + + # Don't delete local file unless this is the only reference to the file in the database + if len(raw_data_location_entities) == 1: + # delete local file + from cognee.base_config import get_base_config + config get_base_config() + await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() else: async with self.get_async_session() as session: + try: + data_entity = (await session.scalars(select(Data).where(Data.id == data_id))).one() + except (ValueError, NoResultFound) as e: + raise EntityNotFoundError(message=f"Entity not found: {str(e)}") + + # Check if other data objects point to the same raw data location + raw_data_location_entities = (await session.execute( + select(Data).where(Data.raw_data_location == data_entity.raw_data_location))).all() + + # Don't delete local file unless this is the only reference to the file in the database + if len(raw_data_location_entities) == 1: + # delete local file + pass + await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() diff --git a/cognee/tests/test_pgvector.py b/cognee/tests/test_pgvector.py index 9554a3f9d..d0326ac91 100644 --- a/cognee/tests/test_pgvector.py +++ b/cognee/tests/test_pgvector.py @@ -42,76 +42,81 @@ async def main(): ) cognee.config.system_root_directory(cognee_directory_path) - await cognee.prune.prune_data() - await cognee.prune.prune_system(metadata = True) + from cognee.infrastructure.databases.relational.get_relational_engine import get_relational_engine - dataset_name_1 = "natural_language" - dataset_name_2 = "quantum" + engine = get_relational_engine() + await engine.delete_data_entity("2cba57c3-d7ec-5746-b819-d89f87f05c18") - explanation_file_path = os.path.join( - pathlib.Path(__file__).parent, "test_data/Natural_language_processing.txt" - ) - await cognee.add([explanation_file_path], dataset_name_1) + # await cognee.prune.prune_data() + # await cognee.prune.prune_system(metadata = True) - text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena. - At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states. - Classical physics cannot explain the operation of these quantum devices, and a scalable quantum computer could perform some calculations exponentially faster (with respect to input size scaling) than any modern "classical" computer. In particular, a large-scale quantum computer could break widely used encryption schemes and aid physicists in performing physical simulations; however, the current state of the technology is largely experimental and impractical, with several obstacles to useful applications. Moreover, scalable quantum computers do not hold promise for many practical tasks, and for many important tasks quantum speedups are proven impossible. - The basic unit of information in quantum computing is the qubit, similar to the bit in traditional digital electronics. Unlike a classical bit, a qubit can exist in a superposition of its two "basis" states. When measuring a qubit, the result is a probabilistic output of a classical bit, therefore making quantum computers nondeterministic in general. If a quantum computer manipulates the qubit in a particular way, wave interference effects can amplify the desired measurement results. The design of quantum algorithms involves creating procedures that allow a quantum computer to perform calculations efficiently and quickly. - Physically engineering high-quality qubits has proven challenging. If a physical qubit is not sufficiently isolated from its environment, it suffers from quantum decoherence, introducing noise into calculations. Paradoxically, perfectly isolating qubits is also undesirable because quantum computations typically need to initialize qubits, perform controlled qubit interactions, and measure the resulting quantum states. Each of those operations introduces errors and suffers from noise, and such inaccuracies accumulate. - In principle, a non-quantum (classical) computer can solve the same computational problems as a quantum computer, given enough time. Quantum advantage comes in the form of time complexity rather than computability, and quantum complexity theory shows that some quantum algorithms for carefully selected tasks require exponentially fewer computational steps than the best known non-quantum algorithms. Such tasks can in theory be solved on a large-scale quantum computer whereas classical computers would not finish computations in any reasonable amount of time. However, quantum speedup is not universal or even typical across computational tasks, since basic tasks such as sorting are proven to not allow any asymptotic quantum speedup. Claims of quantum supremacy have drawn significant attention to the discipline, but are demonstrated on contrived tasks, while near-term practical use cases remain limited. - """ + # dataset_name_1 = "natural_language" + # dataset_name_2 = "quantum" + # + # explanation_file_path = os.path.join( + # pathlib.Path(__file__).parent, "test_data/Natural_language_processing.txt" + # ) + # await cognee.add([explanation_file_path], dataset_name_1) + # + # text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena. + # At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states. + # Classical physics cannot explain the operation of these quantum devices, and a scalable quantum computer could perform some calculations exponentially faster (with respect to input size scaling) than any modern "classical" computer. In particular, a large-scale quantum computer could break widely used encryption schemes and aid physicists in performing physical simulations; however, the current state of the technology is largely experimental and impractical, with several obstacles to useful applications. Moreover, scalable quantum computers do not hold promise for many practical tasks, and for many important tasks quantum speedups are proven impossible. + # The basic unit of information in quantum computing is the qubit, similar to the bit in traditional digital electronics. Unlike a classical bit, a qubit can exist in a superposition of its two "basis" states. When measuring a qubit, the result is a probabilistic output of a classical bit, therefore making quantum computers nondeterministic in general. If a quantum computer manipulates the qubit in a particular way, wave interference effects can amplify the desired measurement results. The design of quantum algorithms involves creating procedures that allow a quantum computer to perform calculations efficiently and quickly. + # Physically engineering high-quality qubits has proven challenging. If a physical qubit is not sufficiently isolated from its environment, it suffers from quantum decoherence, introducing noise into calculations. Paradoxically, perfectly isolating qubits is also undesirable because quantum computations typically need to initialize qubits, perform controlled qubit interactions, and measure the resulting quantum states. Each of those operations introduces errors and suffers from noise, and such inaccuracies accumulate. + # In principle, a non-quantum (classical) computer can solve the same computational problems as a quantum computer, given enough time. Quantum advantage comes in the form of time complexity rather than computability, and quantum complexity theory shows that some quantum algorithms for carefully selected tasks require exponentially fewer computational steps than the best known non-quantum algorithms. Such tasks can in theory be solved on a large-scale quantum computer whereas classical computers would not finish computations in any reasonable amount of time. However, quantum speedup is not universal or even typical across computational tasks, since basic tasks such as sorting are proven to not allow any asymptotic quantum speedup. Claims of quantum supremacy have drawn significant attention to the discipline, but are demonstrated on contrived tasks, while near-term practical use cases remain limited. + # """ + # + # await cognee.add([text], dataset_name_2) + # + # await cognee.cognify([dataset_name_2, dataset_name_1]) + # + # from cognee.infrastructure.databases.vector import get_vector_engine + # + # # Test getting of documents for search per dataset + # from cognee.modules.users.permissions.methods import get_document_ids_for_user + # user = await get_default_user() + # document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) + # assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" + # + # # Test getting of documents for search when no dataset is provided + # user = await get_default_user() + # document_ids = await get_document_ids_for_user(user.id) + # assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" + # + # vector_engine = get_vector_engine() + # random_node = (await vector_engine.search("entity_name", "Quantum computer"))[0] + # random_node_name = random_node.payload["text"] + # + # search_results = await cognee.search(SearchType.INSIGHTS, query_text = random_node_name) + # assert len(search_results) != 0, "The search results list is empty." + # print("\n\nExtracted sentences are:\n") + # for result in search_results: + # print(f"{result}\n") + # + # search_results = await cognee.search(SearchType.CHUNKS, query_text = random_node_name, datasets=[dataset_name_2]) + # assert len(search_results) != 0, "The search results list is empty." + # print("\n\nExtracted chunks are:\n") + # for result in search_results: + # print(f"{result}\n") + # + # search_results = await cognee.search(SearchType.SUMMARIES, query_text = random_node_name) + # assert len(search_results) != 0, "Query related summaries don't exist." + # print("\n\nExtracted summaries are:\n") + # for result in search_results: + # print(f"{result}\n") + # + # history = await cognee.get_search_history() + # assert len(history) == 6, "Search history is not correct." + # + # results = await brute_force_triplet_search('What is a quantum computer?') + # assert len(results) > 0 - await cognee.add([text], dataset_name_2) - - await cognee.cognify([dataset_name_2, dataset_name_1]) - - from cognee.infrastructure.databases.vector import get_vector_engine - - # Test getting of documents for search per dataset - from cognee.modules.users.permissions.methods import get_document_ids_for_user - user = await get_default_user() - document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) - assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" - - # Test getting of documents for search when no dataset is provided - user = await get_default_user() - document_ids = await get_document_ids_for_user(user.id) - assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" - - vector_engine = get_vector_engine() - random_node = (await vector_engine.search("entity_name", "Quantum computer"))[0] - random_node_name = random_node.payload["text"] - - search_results = await cognee.search(SearchType.INSIGHTS, query_text = random_node_name) - assert len(search_results) != 0, "The search results list is empty." - print("\n\nExtracted sentences are:\n") - for result in search_results: - print(f"{result}\n") - - search_results = await cognee.search(SearchType.CHUNKS, query_text = random_node_name, datasets=[dataset_name_2]) - assert len(search_results) != 0, "The search results list is empty." - print("\n\nExtracted chunks are:\n") - for result in search_results: - print(f"{result}\n") - - search_results = await cognee.search(SearchType.SUMMARIES, query_text = random_node_name) - assert len(search_results) != 0, "Query related summaries don't exist." - print("\n\nExtracted summaries are:\n") - for result in search_results: - print(f"{result}\n") - - history = await cognee.get_search_history() - assert len(history) == 6, "Search history is not correct." - - results = await brute_force_triplet_search('What is a quantum computer?') - assert len(results) > 0 - - await cognee.prune.prune_data() - assert not os.path.isdir(data_directory_path), "Local data files are not deleted" - - await cognee.prune.prune_system(metadata=True) - tables_in_database = await vector_engine.get_table_names() - assert len(tables_in_database) == 0, "PostgreSQL database is not empty" + # await cognee.prune.prune_data() + # assert not os.path.isdir(data_directory_path), "Local data files are not deleted" + # + # await cognee.prune.prune_system(metadata=True) + # tables_in_database = await vector_engine.get_table_names() + # assert len(tables_in_database) == 0, "PostgreSQL database is not empty" if __name__ == "__main__": import asyncio From d9368c6398b97366615dd50809c0607a1ccc7193 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Thu, 19 Dec 2024 15:15:13 +0100 Subject: [PATCH 12/22] chore: Add temporary state of development Add temp development state to branch Chore --- .../relational/sqlalchemy/SqlAlchemyAdapter.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index 7eb4ccc2f..c06aa833d 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -131,7 +131,10 @@ class SQLAlchemyAdapter(): if len(raw_data_location_entities) == 1: # delete local file from cognee.base_config import get_base_config - config get_base_config() + config = get_base_config() + if config.data_root_directory in raw_data_location_entities[0]: + # delete local file + pass await session.execute(delete(Data).where(Data.id == data_id)) @@ -150,7 +153,11 @@ class SQLAlchemyAdapter(): # Don't delete local file unless this is the only reference to the file in the database if len(raw_data_location_entities) == 1: # delete local file - pass + from cognee.base_config import get_base_config + config = get_base_config() + if config.data_root_directory in raw_data_location_entities[0].raw_data_location: + # delete local file + pass await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() From c139d52938542fee46ebfda078ed181e06764e5f Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Thu, 19 Dec 2024 16:35:35 +0100 Subject: [PATCH 13/22] feat: Add deletion of local files made by cognee through data endpoint Delete local files made by cognee when deleting data from database through endpoint Feature COG-475 --- .../sqlalchemy/SqlAlchemyAdapter.py | 60 ++++++------------- cognee/modules/data/methods/delete_data.py | 2 +- 2 files changed, 20 insertions(+), 42 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index c06aa833d..3b9a36e71 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -1,3 +1,4 @@ +import os from os import path from uuid import UUID from typing import Optional @@ -114,54 +115,31 @@ class SQLAlchemyAdapter(): """ Delete data and local files related to data if there are no references to it anymore. """ - if self.engine.dialect.name == "sqlite": - async with self.get_async_session() as session: - + async with self.get_async_session() as session: + if self.engine.dialect.name == "sqlite": # Foreign key constraints are disabled by default in SQLite (for backwards compatibility), # so must be enabled for each database connection/session separately. await session.execute(text("PRAGMA foreign_keys = ON;")) - data_entity = await session.scalars(select(Data).where(Data.id == data_id)).one() + try: + data_entity = (await session.scalars(select(Data).where(Data.id == data_id))).one() + except (ValueError, NoResultFound) as e: + raise EntityNotFoundError(message=f"Entity not found: {str(e)}") - # Check if other data objects point to the same raw data location - raw_data_location_entities= await session.execute( - select(Data).where(Data.raw_data_location == data_entity.raw_data_location)).all() + # Check if other data objects point to the same raw data location + raw_data_location_entities = (await session.execute( + select(Data).where(Data.raw_data_location == data_entity.raw_data_location))).all() - # Don't delete local file unless this is the only reference to the file in the database - if len(raw_data_location_entities) == 1: - # delete local file - from cognee.base_config import get_base_config - config = get_base_config() - if config.data_root_directory in raw_data_location_entities[0]: - # delete local file - pass - - - await session.execute(delete(Data).where(Data.id == data_id)) - await session.commit() - else: - async with self.get_async_session() as session: - try: - data_entity = (await session.scalars(select(Data).where(Data.id == data_id))).one() - except (ValueError, NoResultFound) as e: - raise EntityNotFoundError(message=f"Entity not found: {str(e)}") - - # Check if other data objects point to the same raw data location - raw_data_location_entities = (await session.execute( - select(Data).where(Data.raw_data_location == data_entity.raw_data_location))).all() - - # Don't delete local file unless this is the only reference to the file in the database - if len(raw_data_location_entities) == 1: - # delete local file - from cognee.base_config import get_base_config - config = get_base_config() - if config.data_root_directory in raw_data_location_entities[0].raw_data_location: - # delete local file - pass - - await session.execute(delete(Data).where(Data.id == data_id)) - await session.commit() + # Don't delete local file unless this is the only reference to the file in the database + if len(raw_data_location_entities) == 1: + # delete local file only if it's created by cognee + from cognee.base_config import get_base_config + config = get_base_config() + if config.data_root_directory in raw_data_location_entities[0].raw_data_location: + os.remove(raw_data_location_entities[0]) + await session.execute(delete(Data).where(Data.id == data_id)) + await session.commit() async def get_table(self, table_name: str, schema_name: Optional[str] = "public") -> Table: """ diff --git a/cognee/modules/data/methods/delete_data.py b/cognee/modules/data/methods/delete_data.py index f0e9629ec..65abe714a 100644 --- a/cognee/modules/data/methods/delete_data.py +++ b/cognee/modules/data/methods/delete_data.py @@ -17,4 +17,4 @@ async def delete_data(data: Data): db_engine = get_relational_engine() - return await db_engine.delete_entity_by_id(data.__tablename__, data.id) + return await db_engine.delete_data_entity(data.id) From 418cb65b358789984fe8fe150c4c728542a19640 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Thu, 19 Dec 2024 16:38:50 +0100 Subject: [PATCH 14/22] test: Revert changes on test_pgvector Revert changes on test_pgvector which were made to test deletion of local files Test COG-475 --- cognee/tests/test_pgvector.py | 137 ++++++++++++++++------------------ 1 file changed, 66 insertions(+), 71 deletions(-) diff --git a/cognee/tests/test_pgvector.py b/cognee/tests/test_pgvector.py index d0326ac91..9554a3f9d 100644 --- a/cognee/tests/test_pgvector.py +++ b/cognee/tests/test_pgvector.py @@ -42,81 +42,76 @@ async def main(): ) cognee.config.system_root_directory(cognee_directory_path) - from cognee.infrastructure.databases.relational.get_relational_engine import get_relational_engine + await cognee.prune.prune_data() + await cognee.prune.prune_system(metadata = True) - engine = get_relational_engine() - await engine.delete_data_entity("2cba57c3-d7ec-5746-b819-d89f87f05c18") + dataset_name_1 = "natural_language" + dataset_name_2 = "quantum" - # await cognee.prune.prune_data() - # await cognee.prune.prune_system(metadata = True) + explanation_file_path = os.path.join( + pathlib.Path(__file__).parent, "test_data/Natural_language_processing.txt" + ) + await cognee.add([explanation_file_path], dataset_name_1) - # dataset_name_1 = "natural_language" - # dataset_name_2 = "quantum" - # - # explanation_file_path = os.path.join( - # pathlib.Path(__file__).parent, "test_data/Natural_language_processing.txt" - # ) - # await cognee.add([explanation_file_path], dataset_name_1) - # - # text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena. - # At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states. - # Classical physics cannot explain the operation of these quantum devices, and a scalable quantum computer could perform some calculations exponentially faster (with respect to input size scaling) than any modern "classical" computer. In particular, a large-scale quantum computer could break widely used encryption schemes and aid physicists in performing physical simulations; however, the current state of the technology is largely experimental and impractical, with several obstacles to useful applications. Moreover, scalable quantum computers do not hold promise for many practical tasks, and for many important tasks quantum speedups are proven impossible. - # The basic unit of information in quantum computing is the qubit, similar to the bit in traditional digital electronics. Unlike a classical bit, a qubit can exist in a superposition of its two "basis" states. When measuring a qubit, the result is a probabilistic output of a classical bit, therefore making quantum computers nondeterministic in general. If a quantum computer manipulates the qubit in a particular way, wave interference effects can amplify the desired measurement results. The design of quantum algorithms involves creating procedures that allow a quantum computer to perform calculations efficiently and quickly. - # Physically engineering high-quality qubits has proven challenging. If a physical qubit is not sufficiently isolated from its environment, it suffers from quantum decoherence, introducing noise into calculations. Paradoxically, perfectly isolating qubits is also undesirable because quantum computations typically need to initialize qubits, perform controlled qubit interactions, and measure the resulting quantum states. Each of those operations introduces errors and suffers from noise, and such inaccuracies accumulate. - # In principle, a non-quantum (classical) computer can solve the same computational problems as a quantum computer, given enough time. Quantum advantage comes in the form of time complexity rather than computability, and quantum complexity theory shows that some quantum algorithms for carefully selected tasks require exponentially fewer computational steps than the best known non-quantum algorithms. Such tasks can in theory be solved on a large-scale quantum computer whereas classical computers would not finish computations in any reasonable amount of time. However, quantum speedup is not universal or even typical across computational tasks, since basic tasks such as sorting are proven to not allow any asymptotic quantum speedup. Claims of quantum supremacy have drawn significant attention to the discipline, but are demonstrated on contrived tasks, while near-term practical use cases remain limited. - # """ - # - # await cognee.add([text], dataset_name_2) - # - # await cognee.cognify([dataset_name_2, dataset_name_1]) - # - # from cognee.infrastructure.databases.vector import get_vector_engine - # - # # Test getting of documents for search per dataset - # from cognee.modules.users.permissions.methods import get_document_ids_for_user - # user = await get_default_user() - # document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) - # assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" - # - # # Test getting of documents for search when no dataset is provided - # user = await get_default_user() - # document_ids = await get_document_ids_for_user(user.id) - # assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" - # - # vector_engine = get_vector_engine() - # random_node = (await vector_engine.search("entity_name", "Quantum computer"))[0] - # random_node_name = random_node.payload["text"] - # - # search_results = await cognee.search(SearchType.INSIGHTS, query_text = random_node_name) - # assert len(search_results) != 0, "The search results list is empty." - # print("\n\nExtracted sentences are:\n") - # for result in search_results: - # print(f"{result}\n") - # - # search_results = await cognee.search(SearchType.CHUNKS, query_text = random_node_name, datasets=[dataset_name_2]) - # assert len(search_results) != 0, "The search results list is empty." - # print("\n\nExtracted chunks are:\n") - # for result in search_results: - # print(f"{result}\n") - # - # search_results = await cognee.search(SearchType.SUMMARIES, query_text = random_node_name) - # assert len(search_results) != 0, "Query related summaries don't exist." - # print("\n\nExtracted summaries are:\n") - # for result in search_results: - # print(f"{result}\n") - # - # history = await cognee.get_search_history() - # assert len(history) == 6, "Search history is not correct." - # - # results = await brute_force_triplet_search('What is a quantum computer?') - # assert len(results) > 0 + text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena. + At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states. + Classical physics cannot explain the operation of these quantum devices, and a scalable quantum computer could perform some calculations exponentially faster (with respect to input size scaling) than any modern "classical" computer. In particular, a large-scale quantum computer could break widely used encryption schemes and aid physicists in performing physical simulations; however, the current state of the technology is largely experimental and impractical, with several obstacles to useful applications. Moreover, scalable quantum computers do not hold promise for many practical tasks, and for many important tasks quantum speedups are proven impossible. + The basic unit of information in quantum computing is the qubit, similar to the bit in traditional digital electronics. Unlike a classical bit, a qubit can exist in a superposition of its two "basis" states. When measuring a qubit, the result is a probabilistic output of a classical bit, therefore making quantum computers nondeterministic in general. If a quantum computer manipulates the qubit in a particular way, wave interference effects can amplify the desired measurement results. The design of quantum algorithms involves creating procedures that allow a quantum computer to perform calculations efficiently and quickly. + Physically engineering high-quality qubits has proven challenging. If a physical qubit is not sufficiently isolated from its environment, it suffers from quantum decoherence, introducing noise into calculations. Paradoxically, perfectly isolating qubits is also undesirable because quantum computations typically need to initialize qubits, perform controlled qubit interactions, and measure the resulting quantum states. Each of those operations introduces errors and suffers from noise, and such inaccuracies accumulate. + In principle, a non-quantum (classical) computer can solve the same computational problems as a quantum computer, given enough time. Quantum advantage comes in the form of time complexity rather than computability, and quantum complexity theory shows that some quantum algorithms for carefully selected tasks require exponentially fewer computational steps than the best known non-quantum algorithms. Such tasks can in theory be solved on a large-scale quantum computer whereas classical computers would not finish computations in any reasonable amount of time. However, quantum speedup is not universal or even typical across computational tasks, since basic tasks such as sorting are proven to not allow any asymptotic quantum speedup. Claims of quantum supremacy have drawn significant attention to the discipline, but are demonstrated on contrived tasks, while near-term practical use cases remain limited. + """ - # await cognee.prune.prune_data() - # assert not os.path.isdir(data_directory_path), "Local data files are not deleted" - # - # await cognee.prune.prune_system(metadata=True) - # tables_in_database = await vector_engine.get_table_names() - # assert len(tables_in_database) == 0, "PostgreSQL database is not empty" + await cognee.add([text], dataset_name_2) + + await cognee.cognify([dataset_name_2, dataset_name_1]) + + from cognee.infrastructure.databases.vector import get_vector_engine + + # Test getting of documents for search per dataset + from cognee.modules.users.permissions.methods import get_document_ids_for_user + user = await get_default_user() + document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) + assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" + + # Test getting of documents for search when no dataset is provided + user = await get_default_user() + document_ids = await get_document_ids_for_user(user.id) + assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" + + vector_engine = get_vector_engine() + random_node = (await vector_engine.search("entity_name", "Quantum computer"))[0] + random_node_name = random_node.payload["text"] + + search_results = await cognee.search(SearchType.INSIGHTS, query_text = random_node_name) + assert len(search_results) != 0, "The search results list is empty." + print("\n\nExtracted sentences are:\n") + for result in search_results: + print(f"{result}\n") + + search_results = await cognee.search(SearchType.CHUNKS, query_text = random_node_name, datasets=[dataset_name_2]) + assert len(search_results) != 0, "The search results list is empty." + print("\n\nExtracted chunks are:\n") + for result in search_results: + print(f"{result}\n") + + search_results = await cognee.search(SearchType.SUMMARIES, query_text = random_node_name) + assert len(search_results) != 0, "Query related summaries don't exist." + print("\n\nExtracted summaries are:\n") + for result in search_results: + print(f"{result}\n") + + history = await cognee.get_search_history() + assert len(history) == 6, "Search history is not correct." + + results = await brute_force_triplet_search('What is a quantum computer?') + assert len(results) > 0 + + await cognee.prune.prune_data() + assert not os.path.isdir(data_directory_path), "Local data files are not deleted" + + await cognee.prune.prune_system(metadata=True) + tables_in_database = await vector_engine.get_table_names() + assert len(tables_in_database) == 0, "PostgreSQL database is not empty" if __name__ == "__main__": import asyncio From 1406b6f0781baa1dfab0b3348e36bc30d7368ee5 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Thu, 19 Dec 2024 17:30:02 +0100 Subject: [PATCH 15/22] test: Add test to verify deletion of local files Added test that checks local files created by cognee will be deleted and those not created by cognee won't Test COG-475 --- .../sqlalchemy/SqlAlchemyAdapter.py | 4 +- cognee/tests/test_pgvector.py | 53 +++++++++++++++---- 2 files changed, 45 insertions(+), 12 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index 3b9a36e71..006f2ed98 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -128,7 +128,7 @@ class SQLAlchemyAdapter(): # Check if other data objects point to the same raw data location raw_data_location_entities = (await session.execute( - select(Data).where(Data.raw_data_location == data_entity.raw_data_location))).all() + select(Data.raw_data_location).where(Data.raw_data_location == data_entity.raw_data_location))).all() # Don't delete local file unless this is the only reference to the file in the database if len(raw_data_location_entities) == 1: @@ -136,7 +136,7 @@ class SQLAlchemyAdapter(): from cognee.base_config import get_base_config config = get_base_config() if config.data_root_directory in raw_data_location_entities[0].raw_data_location: - os.remove(raw_data_location_entities[0]) + os.remove(raw_data_location_entities[0].raw_data_location) await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() diff --git a/cognee/tests/test_pgvector.py b/cognee/tests/test_pgvector.py index 9554a3f9d..9da34c3d4 100644 --- a/cognee/tests/test_pgvector.py +++ b/cognee/tests/test_pgvector.py @@ -2,12 +2,52 @@ import os import logging import pathlib import cognee + +from cognee.modules.data.models import Data from cognee.api.v1.search import SearchType from cognee.modules.retrieval.brute_force_triplet_search import brute_force_triplet_search from cognee.modules.users.methods import get_default_user logging.basicConfig(level=logging.DEBUG) +async def test_local_file_deletion(data_text, file_location): + from sqlalchemy import select + import hashlib + from cognee.infrastructure.databases.relational import get_relational_engine + + engine = get_relational_engine() + + async with engine.get_async_session() as session: + # Get hash of data contents + encoded_text = data_text.encode("utf-8") + data_hash = hashlib.md5(encoded_text).hexdigest() + # Get data entry from database based on hash contents + data = (await session.scalars(select(Data).where(Data.content_hash == data_hash))).one() + assert os.path.isfile(data.raw_data_location), f"Data location doesn't exist: {data.raw_data_location}" + # Test deletion of data along with local files created by cognee + await engine.delete_data_entity(data.id) + assert not os.path.exists(data.raw_data_location), f"Data location exists: {data.raw_data_location}" + + async with engine.get_async_session() as session: + # Get data entry from database based on file path + data = (await session.scalars(select(Data).where(Data.raw_data_location == file_location))).one() + assert os.path.isfile(data.raw_data_location), f"Data location doesn't exist: {data.raw_data_location}" + # Test local files not created by cognee won't get deleted + await engine.delete_data_entity(data.id) + assert os.path.exists(data.raw_data_location), f"Data location doesn't exists: {data.raw_data_location}" + +async def test_getting_of_documents(dataset_name_1): + # Test getting of documents for search per dataset + from cognee.modules.users.permissions.methods import get_document_ids_for_user + user = await get_default_user() + document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) + assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" + + # Test getting of documents for search when no dataset is provided + user = await get_default_user() + document_ids = await get_document_ids_for_user(user.id) + assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" + async def main(): cognee.config.set_vector_db_config( @@ -67,16 +107,7 @@ async def main(): from cognee.infrastructure.databases.vector import get_vector_engine - # Test getting of documents for search per dataset - from cognee.modules.users.permissions.methods import get_document_ids_for_user - user = await get_default_user() - document_ids = await get_document_ids_for_user(user.id, [dataset_name_1]) - assert len(document_ids) == 1, f"Number of expected documents doesn't match {len(document_ids)} != 1" - - # Test getting of documents for search when no dataset is provided - user = await get_default_user() - document_ids = await get_document_ids_for_user(user.id) - assert len(document_ids) == 2, f"Number of expected documents doesn't match {len(document_ids)} != 2" + await test_getting_of_documents(dataset_name_1) vector_engine = get_vector_engine() random_node = (await vector_engine.search("entity_name", "Quantum computer"))[0] @@ -106,6 +137,8 @@ async def main(): results = await brute_force_triplet_search('What is a quantum computer?') assert len(results) > 0 + await test_local_file_deletion(text, explanation_file_path) + await cognee.prune.prune_data() assert not os.path.isdir(data_directory_path), "Local data files are not deleted" From d7195f9786843f186cd2d9a13f3bebe14200f363 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Fri, 20 Dec 2024 15:17:35 +0100 Subject: [PATCH 16/22] test: Update test regarding message Update assertion message, add veryfing of file existence --- .../databases/relational/sqlalchemy/SqlAlchemyAdapter.py | 8 +++++++- cognee/tests/test_pgvector.py | 3 ++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index 006f2ed98..ce3a479e5 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -132,11 +132,17 @@ class SQLAlchemyAdapter(): # Don't delete local file unless this is the only reference to the file in the database if len(raw_data_location_entities) == 1: + # delete local file only if it's created by cognee from cognee.base_config import get_base_config config = get_base_config() + if config.data_root_directory in raw_data_location_entities[0].raw_data_location: - os.remove(raw_data_location_entities[0].raw_data_location) + if os.path.exists(raw_data_location_entities[0].raw_data_location): + os.remove(raw_data_location_entities[0].raw_data_location) + else: + # Report bug as file should exist + pass await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() diff --git a/cognee/tests/test_pgvector.py b/cognee/tests/test_pgvector.py index 9da34c3d4..417904089 100644 --- a/cognee/tests/test_pgvector.py +++ b/cognee/tests/test_pgvector.py @@ -26,7 +26,8 @@ async def test_local_file_deletion(data_text, file_location): assert os.path.isfile(data.raw_data_location), f"Data location doesn't exist: {data.raw_data_location}" # Test deletion of data along with local files created by cognee await engine.delete_data_entity(data.id) - assert not os.path.exists(data.raw_data_location), f"Data location exists: {data.raw_data_location}" + assert not os.path.exists( + data.raw_data_location), f"Data location still exists after deletion: {data.raw_data_location}" async with engine.get_async_session() as session: # Get data entry from database based on file path From 450bef4c912335f65c6ccf4905af4636aded7364 Mon Sep 17 00:00:00 2001 From: Igor Ilic Date: Fri, 20 Dec 2024 16:20:40 +0100 Subject: [PATCH 17/22] chore: Add logging to sentry when file which should exist can't be found Log to sentry that a file which should exist can't be found Chore COG-475 --- .../databases/relational/sqlalchemy/SqlAlchemyAdapter.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py index ce3a479e5..c197efc72 100644 --- a/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py +++ b/cognee/infrastructure/databases/relational/sqlalchemy/SqlAlchemyAdapter.py @@ -1,5 +1,6 @@ import os from os import path +import logging from uuid import UUID from typing import Optional from typing import AsyncGenerator, List @@ -14,6 +15,9 @@ from cognee.modules.data.models.Data import Data from ..ModelBase import Base + +logger = logging.getLogger(__name__) + class SQLAlchemyAdapter(): def __init__(self, connection_string: str): self.db_path: str = None @@ -142,7 +146,7 @@ class SQLAlchemyAdapter(): os.remove(raw_data_location_entities[0].raw_data_location) else: # Report bug as file should exist - pass + logger.error("Local file which should exist can't be found.") await session.execute(delete(Data).where(Data.id == data_id)) await session.commit() From 42bb83522c7c99d969010f6255603391336e414c Mon Sep 17 00:00:00 2001 From: vasilije Date: Thu, 26 Dec 2024 17:55:19 +0100 Subject: [PATCH 18/22] Fix diagram --- README.md | 4 +++- assets/cognee_benefits.png | Bin 0 -> 361133 bytes 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 assets/cognee_benefits.png diff --git a/README.md b/README.md index 40005fc09..97dbfeb94 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,9 @@ Try it in a Google Colab Discord community - +
+why cognee +
## 📦 Installation You can install Cognee using either **pip** or **poetry**. diff --git a/assets/cognee_benefits.png b/assets/cognee_benefits.png new file mode 100644 index 0000000000000000000000000000000000000000..d435bed05cc908d7c0c0eb90302ca8afa5a1a9f7 GIT binary patch literal 361133 zcmdqJdpuNa+y7rFDoLp*ii*+>7ec~J8`&gHkz_kpNkUA>e#|75WEYBLGgsMVJ4Lp` z3<)9T%5H=)V>>aK8OE6Xtl#Rsf6w>z`rgm;dY=2a@9TN4`}h09%d*Zn*SV}Y&htEu z_whMa+@*__avPO5u3EK9&f3b{Zq=&wsjF5=?O!hqo`JrKRA05~{wizp(^taWf8=b) z_BK+ex+lHhy12_lgBce%bl4dcl!q8BF2EqD`z8`9$aLyZKkv@u>Y* zCZ4Z`@Lpf`-IesbWR)87)sbwyW*O*lAFb9DyB*XRnEfMrX&yD!qTKU@UCA0G%e&-m z*D5v9?{BL&S)O;eFAuTZad8(lMoqaoeZs1EBdevT_~T(IBU)Z^9p}Q23s0ZBwGT#6*{)WD`iHl`S~8;D<&n9v#SsVB zO&;dy{Z5Z22JLeo=ASZM2bYd8V})zy&u4CbQbg@Og_VI2A6+p^TeG+wx$8TpnO6U- z#LI4P?gJgECRLuP5_tWMpX^zlzmcRcv@<2S*3n@b@tct z(u`6*o234JK>B9OP@m5QRV7%=1Fuc@VK-Q|@bih$l=CsoFgYcjhBRflU|=V&{P=p& zz}@ISzF8kbrF=@%i0>f3X-qM%=t|cJAfLbGU#=W@*R@ZEl0;YJQLBbZR>M!` zVb1f1!29C$^{jzc 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-why cognee +why cognee
## 📦 Installation From 17d8ad08cdbc2a3c6f90a694171f109343ed56f2 Mon Sep 17 00:00:00 2001 From: vasilije Date: Fri, 27 Dec 2024 10:45:12 +0100 Subject: [PATCH 20/22] Fix instructions --- cognee-mcp/README.md | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/cognee-mcp/README.md b/cognee-mcp/README.md index a83c07bff..8e4b01572 100644 --- a/cognee-mcp/README.md +++ b/cognee-mcp/README.md @@ -12,6 +12,17 @@ A MCP server project 2. Install dependencies +``` +pip install uv +``` +``` +brew install postgresql +``` + +``` +brew install rust +``` + ```jsx cd cognee-mcp uv sync --dev --all-extras @@ -25,6 +36,8 @@ source .venv/bin/activate 4. Add the new server to your Claude config: +The file should be located here: ~/Library/Application\ Support/Claude/ + ```json "cognee": { "command": "uv", @@ -42,8 +55,8 @@ source .venv/bin/activate } ``` -Then, edit the pyproject.toml in your new folder so that it includes packages from the cognee requirements. Use the pyproject.toml in your cognee library for this, but match the syntax of the automatically generated pyproject.toml so that it is compatible with uv. +Restart your Claude desktop. ### Installing via Smithery From 57a274909c5ecde424bef6ef0bf1dd5d917f99a8 Mon Sep 17 00:00:00 2001 From: vasilije Date: Fri, 27 Dec 2024 11:51:18 +0100 Subject: [PATCH 21/22] Fix instructions --- cognee-mcp/README.md | 45 +++++++++++++++++++++++++++++--------------- 1 file changed, 30 insertions(+), 15 deletions(-) diff --git a/cognee-mcp/README.md b/cognee-mcp/README.md index 8e4b01572..4ffa41e8f 100644 --- a/cognee-mcp/README.md +++ b/cognee-mcp/README.md @@ -37,25 +37,40 @@ source .venv/bin/activate 4. Add the new server to your Claude config: The file should be located here: ~/Library/Application\ Support/Claude/ +You need to create claude_desktop_config.json in this folder if it doesn't exist -```json -"cognee": { - "command": "uv", - "args": [ - "--directory", - "/{Absolute path to cognee directory}/cognee-mcp", - "run", - "cognee" - ], - "env": { - "ENV": "local", - "TOKENIZERS_PARALLELISM": "false", - "LLM_API_KEY": "add_your_api_key_here", - } -} ``` +{ + "mcpServers": { + "cognee": { + "command": "/Users/{user}/cognee/.venv/bin/uv", + "args": [ + "--directory", + "/Users/{user}/cognee/cognee-mcp", + "run", + "cognee" + ], + "env": { + "ENV": "local", + "TOKENIZERS_PARALLELISM": "false", + "LLM_API_KEY": "sk-" + } + }, + "filesystem": { + "command": "npx", + "args": [ + "-y", + "@modelcontextprotocol/server-filesystem", + "/Users/{user}/Desktop", + "/Users/{user}/Projects" + ] + } + } +} +``` + Restart your Claude desktop. ### Installing via Smithery From fe672ce0e40f1e2af72fcb4b566aeac1aaac1924 Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Thu, 2 Jan 2025 18:34:44 +0100 Subject: [PATCH 22/22] Update README.md --- README.md | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 727678b9f..f35829783 100644 --- a/README.md +++ b/README.md @@ -20,6 +20,7 @@ If you have questions, join our Discord
why cognee
+ ## 📦 Installation You can install Cognee using either **pip** or **poetry**. @@ -261,11 +262,7 @@ pip install cognee ## Vector & Graph Databases Implementation State - + | Name | Type | Current state | Known Issues | |----------|--------------------|-------------------|--------------|

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