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Merge branch 'dev' into feature/cog-186-run-cognee-on-windows

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hajdul88 2025-01-17 10:49:53 +01:00 • committed by GitHub
commit 22ea4f0675
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3 changed files with 65 additions and 45 deletions
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58
cognee/api/v1/cognify/cognify_v2.py
View file

@ -36,6 +36,7 @@ async def cognify(
datasets: Union[str, list[str]] = None,
user: User = None,
graph_model: BaseModel = KnowledgeGraph,
tasks: list[Task] = None,
):
if user is None:
user = await get_default_user()
@ -55,18 +56,19 @@ async def cognify(
awaitables = []
if tasks is None:
tasks = await get_default_tasks(user, graph_model)
for dataset in datasets:
dataset_name = generate_dataset_name(dataset.name)
if dataset_name in existing_datasets_map:
awaitables.append(run_cognify_pipeline(dataset, user, graph_model))
awaitables.append(run_cognify_pipeline(dataset, user, tasks))
return await asyncio.gather(*awaitables)
async def run_cognify_pipeline(
dataset: Dataset, user: User, graph_model: BaseModel = KnowledgeGraph
):
async def run_cognify_pipeline(dataset: Dataset, user: User, tasks: list[Task]):
data_documents: list[Data] = await get_dataset_data(dataset_id=dataset.id)
document_ids_str = [str(document.id) for document in data_documents]
@ -96,22 +98,12 @@ async def run_cognify_pipeline(
)
try:
cognee_config = get_cognify_config()
if not isinstance(tasks, list):
raise ValueError("Tasks must be a list")
tasks = [
Task(classify_documents),
Task(check_permissions_on_documents, user=user, permissions=["write"]),
Task(extract_chunks_from_documents), # Extract text chunks based on the document type.
Task(
extract_graph_from_data, graph_model=graph_model, task_config={"batch_size": 10}
), # Generate knowledge graphs from the document chunks.
Task(
summarize_text,
summarization_model=cognee_config.summarization_model,
task_config={"batch_size": 10},
),
Task(add_data_points, only_root=True, task_config={"batch_size": 10}),
]
for task in tasks:
if not isinstance(task, Task):
raise ValueError(f"Task {task} is not an instance of Task")
pipeline = run_tasks(tasks, data_documents, "cognify_pipeline")
@ -146,3 +138,31 @@ async def run_cognify_pipeline(
def generate_dataset_name(dataset_name: str) -> str:
return dataset_name.replace(".", "_").replace(" ", "_")
async def get_default_tasks(
user: User = None, graph_model: BaseModel = KnowledgeGraph
) -> list[Task]:
if user is None:
user = await get_default_user()
try:
cognee_config = get_cognify_config()
default_tasks = [
Task(classify_documents),
Task(check_permissions_on_documents, user=user, permissions=["write"]),
Task(extract_chunks_from_documents), # Extract text chunks based on the document type.
Task(
extract_graph_from_data, graph_model=graph_model, task_config={"batch_size": 10}
), # Generate knowledge graphs from the document chunks.
Task(
summarize_text,
summarization_model=cognee_config.summarization_model,
task_config={"batch_size": 10},
),
Task(add_data_points, only_root=True, task_config={"batch_size": 10}),
]
except Exception as error:
send_telemetry("cognee.cognify DEFAULT TASKS CREATION ERRORED", user.id)
raise error
return default_tasks

50
poetry.lock generated
View file

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
[[package]]
name = "aiofiles"
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@ -2923,8 +2925,6 @@ optional = false
python-versions = "*"
files = [
{file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
{file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
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]
[package.dependencies]
@ -4994,8 +4994,8 @@ files = [
[package.dependencies]
numpy = [
{version = ">=1.22.4", markers = "python_version < \"3.11\""},
{version = ">=1.23.2", markers = "python_version == \"3.11\""},
{version = ">=1.26.0", markers = "python_version >= \"3.12\""},
{version = ">=1.23.2", markers = "python_version == \"3.11\""},
]
python-dateutil = ">=2.8.2"
pytz = ">=2020.1"
@ -5911,8 +5911,8 @@ astroid = ">=3.3.8,<=3.4.0-dev0"
colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
dill = [
{version = ">=0.2", markers = "python_version < \"3.11\""},
{version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
{version = ">=0.3.7", markers = "python_version >= \"3.12\""},
{version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
]
isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
mccabe = ">=0.6,<0.8"
@ -6953,29 +6953,29 @@ files = [
[[package]]
name = "ruff"
version = "0.8.6"
version = "0.9.2"
description = "An extremely fast Python linter and code formatter, written in Rust."
optional = false
python-versions = ">=3.7"
files = [
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[[package]]
@ -8797,4 +8797,4 @@ weaviate = ["weaviate-client"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.10.0,<3.13"
content-hash = "1b28050bbc5d53795ffc6a850179f3289f3df803e4b03731f35102ad1f2d390f"
content-hash = "097955773827cdf96b42e54328f66b79e2b92e5a7f221a06afe1a71fea2c33bc"

2
pyproject.toml
View file

@ -107,7 +107,7 @@ notebook = {version = "^7.1.0", optional = true}
deptry = "^0.20.0"
debugpy = "1.8.9"
pylint = "^3.0.3"
ruff = ">=0.2.2,<0.9.0"
ruff = ">=0.9.2,<1.0.0"
tweepy = "4.14.0"
gitpython = "^3.1.43"
pylance = "0.19.2"