feat: Add process_pipeline_check
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4 changed files with 29 additions and 68 deletions
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@ -1,60 +0,0 @@
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from datetime import datetime, timezone
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from sqlalchemy.orm import Mapped, MappedColumn
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from sqlalchemy import Column, DateTime, ForeignKey, Enum, JSON
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from cognee.infrastructure.databases.relational import Base, UUID
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class OperationType(Enum):
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"""
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Define various types of operations for data handling.
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Public methods:
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- __str__(): Returns a string representation of the operation type.
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Instance variables:
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- MERGE_DATA: Represents the merge data operation type.
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- APPEND_DATA: Represents the append data operation type.
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"""
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MERGE_DATA = "MERGE_DATA"
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APPEND_DATA = "APPEND_DATA"
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class OperationStatus(Enum):
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"""
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Represent the status of an operation with predefined states.
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"""
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STARTED = "OPERATION_STARTED"
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IN_PROGRESS = "OPERATION_IN_PROGRESS"
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COMPLETE = "OPERATION_COMPLETE"
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ERROR = "OPERATION_ERROR"
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CANCELLED = "OPERATION_CANCELLED"
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class Operation(Base):
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"""
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Represents an operation in the system, extending the Base class.
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This class defines the structure of the 'operation' table, including fields for the
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operation's ID, status, type, associated data, metadata, and creation timestamp. The
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public methods available in this class are inherited from the Base class. Instance
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variables include:
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- id: Unique identifier for the operation.
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- status: The current status of the operation.
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- operation_type: The type of operation being represented.
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- data_id: Foreign key referencing the associated data's ID.
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- meta_data: Additional metadata related to the operation.
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- created_at: Timestamp for when the operation was created.
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"""
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__tablename__ = "operation"
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id = Column(UUID, primary_key=True)
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status = Column(Enum(OperationStatus))
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operation_type = Column(Enum(OperationType))
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data_id = Column(UUID, ForeignKey("data.id"))
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meta_data: Mapped[dict] = MappedColumn(type_=JSON)
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created_at = Column(DateTime, default=datetime.now(timezone.utc))
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@ -1,4 +1,5 @@
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from cognee.modules.data.models import Dataset
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from cognee.modules.data.models import Data
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from cognee.modules.pipelines.models import PipelineRunStatus
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from cognee.modules.pipelines.operations.get_pipeline_status import get_pipeline_status
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from cognee.modules.pipelines.methods import get_pipeline_run_by_dataset
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@ -12,7 +13,23 @@ from cognee.modules.pipelines.models.PipelineRunInfo import (
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logger = get_logger(__name__)
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async def pipeline_status_check(dataset, data, pipeline_name):
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async def process_pipeline_check(
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dataset: Dataset, data: list[Data], pipeline_name: str
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) -> [None, PipelineRunStarted, PipelineRunCompleted]:
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"""
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Function used to determine if pipeline is currently being processed or was already processed.
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In case pipeline was or is being processed return value is returned and current pipline execution should be stopped.
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In case pipeline is not or was not processed there will be no return value and pipeline processing can start.
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Args:
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dataset: Dataset object
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data: List of Data
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pipeline_name: pipeline name
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Returns: Pipeline state if it is being processed or was already processed
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"""
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# async with update_status_lock: TODO: Add UI lock to prevent multiple backend requests
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if isinstance(dataset, Dataset):
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task_status = await get_pipeline_status([dataset.id], pipeline_name)
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@ -25,19 +42,19 @@ async def pipeline_status_check(dataset, data, pipeline_name):
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if task_status[str(dataset.id)] == PipelineRunStatus.DATASET_PROCESSING_STARTED:
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logger.info("Dataset %s is already being processed.", dataset.id)
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pipeline_run = await get_pipeline_run_by_dataset(dataset.id, pipeline_name)
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yield PipelineRunStarted(
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return PipelineRunStarted(
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pipeline_run_id=pipeline_run.pipeline_run_id,
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dataset_id=dataset.id,
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dataset_name=dataset.name,
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payload=data,
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)
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return
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elif task_status[str(dataset.id)] == PipelineRunStatus.DATASET_PROCESSING_COMPLETED:
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logger.info("Dataset %s is already processed.", dataset.id)
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pipeline_run = await get_pipeline_run_by_dataset(dataset.id, pipeline_name)
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yield PipelineRunCompleted(
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return PipelineRunCompleted(
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pipeline_run_id=pipeline_run.pipeline_run_id,
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dataset_id=dataset.id,
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dataset_name=dataset.name,
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)
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return
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return
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@ -13,7 +13,7 @@ from cognee.modules.users.models import User
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from cognee.modules.pipelines.operations import log_pipeline_run_initiated
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from cognee.context_global_variables import set_database_global_context_variables
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from cognee.modules.pipelines.layers.authorized_user_datasets import authorized_user_datasets
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from cognee.modules.pipelines.layers.pipeline_status_check import pipeline_status_check
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from cognee.modules.pipelines.layers.process_pipeline_check import process_pipeline_check
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from cognee.infrastructure.databases.relational import (
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create_db_and_tables as create_relational_db_and_tables,
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@ -117,8 +117,12 @@ async def run_pipeline(
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if not data:
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data: list[Data] = await get_dataset_data(dataset_id=dataset.id)
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async for pipeline_status in pipeline_status_check(dataset, data, pipeline_name):
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yield pipeline_status
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process_pipeline_status = await process_pipeline_check(dataset, data, pipeline_name)
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if process_pipeline_status:
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# If pipeline was already processed or is currently being processed
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# return status information to async generator and finish execution
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yield process_pipeline_status
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return
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if not isinstance(tasks, list):
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raise ValueError("Tasks must be a list")
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