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feat: knowledge pipeline (#25360)
Signed-off-by: -LAN- <laipz8200@outlook.com> Co-authored-by: twwu <twwu@dify.ai> Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com> Co-authored-by: jyong <718720800@qq.com> Co-authored-by: Wu Tianwei <30284043+WTW0313@users.noreply.github.com> Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com> Co-authored-by: lyzno1 <yuanyouhuilyz@gmail.com> Co-authored-by: quicksand <quicksandzn@gmail.com> Co-authored-by: Jyong <76649700+JohnJyong@users.noreply.github.com> Co-authored-by: lyzno1 <92089059+lyzno1@users.noreply.github.com> Co-authored-by: zxhlyh <jasonapring2015@outlook.com> Co-authored-by: Yongtao Huang <yongtaoh2022@gmail.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Joel <iamjoel007@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: nite-knite <nkCoding@gmail.com> Co-authored-by: Hanqing Zhao <sherry9277@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Harry <xh001x@hotmail.com>
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@@ -5,16 +5,14 @@ from os import getenv
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import pytest
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from core.app.entities.app_invoke_entities import InvokeFrom
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from core.workflow.entities.node_entities import NodeRunResult
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from core.workflow.entities.variable_pool import VariablePool
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from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus
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from core.workflow.graph_engine.entities.graph import Graph
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from core.workflow.graph_engine.entities.graph_init_params import GraphInitParams
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from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
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from core.workflow.entities import GraphInitParams, GraphRuntimeState, VariablePool
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from core.workflow.enums import WorkflowNodeExecutionStatus
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from core.workflow.graph import Graph
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from core.workflow.node_events import NodeRunResult
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from core.workflow.nodes.code.code_node import CodeNode
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from core.workflow.nodes.node_factory import DifyNodeFactory
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from core.workflow.system_variable import SystemVariable
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from models.enums import UserFrom
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from models.workflow import WorkflowType
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from tests.integration_tests.workflow.nodes.__mock.code_executor import setup_code_executor_mock
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CODE_MAX_STRING_LENGTH = int(getenv("CODE_MAX_STRING_LENGTH", "10000"))
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@@ -29,15 +27,12 @@ def init_code_node(code_config: dict):
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"target": "code",
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},
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],
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"nodes": [{"data": {"type": "start"}, "id": "start"}, code_config],
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"nodes": [{"data": {"type": "start", "title": "Start"}, "id": "start"}, code_config],
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}
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graph = Graph.init(graph_config=graph_config)
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init_params = GraphInitParams(
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tenant_id="1",
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app_id="1",
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workflow_type=WorkflowType.WORKFLOW,
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workflow_id="1",
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graph_config=graph_config,
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user_id="1",
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@@ -56,12 +51,21 @@ def init_code_node(code_config: dict):
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variable_pool.add(["code", "args1"], 1)
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variable_pool.add(["code", "args2"], 2)
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graph_runtime_state = GraphRuntimeState(variable_pool=variable_pool, start_at=time.perf_counter())
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# Create node factory
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node_factory = DifyNodeFactory(
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graph_init_params=init_params,
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graph_runtime_state=graph_runtime_state,
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)
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graph = Graph.init(graph_config=graph_config, node_factory=node_factory)
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node = CodeNode(
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id=str(uuid.uuid4()),
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graph_init_params=init_params,
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graph=graph,
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graph_runtime_state=GraphRuntimeState(variable_pool=variable_pool, start_at=time.perf_counter()),
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config=code_config,
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graph_init_params=init_params,
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graph_runtime_state=graph_runtime_state,
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)
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# Initialize node data
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@@ -85,6 +89,7 @@ def test_execute_code(setup_code_executor_mock):
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code_config = {
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"id": "code",
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"data": {
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"type": "code",
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"outputs": {
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"result": {
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"type": "number",
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@@ -114,7 +119,7 @@ def test_execute_code(setup_code_executor_mock):
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assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
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assert result.outputs is not None
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assert result.outputs["result"] == 3
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assert result.error is None
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assert result.error == ""
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@pytest.mark.parametrize("setup_code_executor_mock", [["none"]], indirect=True)
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@@ -131,6 +136,7 @@ def test_execute_code_output_validator(setup_code_executor_mock):
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code_config = {
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"id": "code",
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"data": {
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"type": "code",
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"outputs": {
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"result": {
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"type": "string",
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@@ -158,7 +164,7 @@ def test_execute_code_output_validator(setup_code_executor_mock):
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result = node._run()
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assert isinstance(result, NodeRunResult)
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assert result.status == WorkflowNodeExecutionStatus.FAILED
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assert result.error == "Output variable `result` must be a string"
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assert result.error == "Output result must be a string, got int instead"
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def test_execute_code_output_validator_depth():
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@@ -176,6 +182,7 @@ def test_execute_code_output_validator_depth():
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code_config = {
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"id": "code",
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"data": {
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"type": "code",
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"outputs": {
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"string_validator": {
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"type": "string",
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@@ -294,6 +301,7 @@ def test_execute_code_output_object_list():
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code_config = {
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"id": "code",
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"data": {
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"type": "code",
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"outputs": {
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"object_list": {
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"type": "array[object]",
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@@ -354,7 +362,8 @@ def test_execute_code_output_object_list():
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node._transform_result(result, node._node_data.outputs)
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def test_execute_code_scientific_notation():
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@pytest.mark.parametrize("setup_code_executor_mock", [["none"]], indirect=True)
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def test_execute_code_scientific_notation(setup_code_executor_mock):
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code = """
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def main():
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return {
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@@ -366,6 +375,7 @@ def test_execute_code_scientific_notation():
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code_config = {
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"id": "code",
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"data": {
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"type": "code",
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"outputs": {
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"result": {
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"type": "number",
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