dataiku / dataiku/dataiku-api-client-python
get_graph() RecursionError: maximum recursion depth exceeded
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描述
my conf:
ubuntu v 22. lts
Dataiku On Premise v 13.1.2
Exemple
The get_graph method in the DSSProjectFlow class does not support flows that have loops, causing a RecursionError when trying to get the flow graph for such projects.
function's reference : https://developer.dataiku.com/latest/api-reference/python/flow.html#dataikuapi.dss.flow.DSSProjectFlow.get_graph
Steps to Reproduce
- Create a project in Dataiku where a recipe has a dataset as output (last stage in the flow) but used as input of another recipe. Both input and output, forming a loop.
- Use the API to get the flow graph:
import dataiku client = dataiku.api_client() project = client.get_project("YOUR_PROJECT_KEY") flow = project.get_flow() graph = flow.get_graph() # This line causes the RecursionError below
DSSProjectFlowGraph.get_items_in_traversal_order..add_from(graph_node)
776 predecessor_node = self.nodes[predecessor_ref]
777 if not in_set(predecessor_node):
--> 778 add_from(predecessor_node)
780 # Then add ourselves
781 if not in_set(graph_node):
DSSProjectFlowGraph.get_items_in_traversal_order..add_from(graph_node)
775 for predecessor_ref in graph_node["predecessors"]:
776 predecessor_node = self.nodes[predecessor_ref]
--> 777 if not in_set(predecessor_node):
778 add_from(predecessor_node)
780 # Then add ourselves
DSSProjectFlowGraph.get_items_in_traversal_order..in_set(obj)
767 def in_set(obj):
768 for candidate in ret:
--> 769 if candidate["type"] == obj["type"] and candidate["ref"] == obj["ref"]:
770 return True
771 return False
RecursionError: maximum recursion depth exceeded in comparison
As a result, flows using data to rewrite the same directory become problematic only in certain cases
output dataset > used as intermediate dataset of a recipe upstream of this output dataset.
but not problematic in other cases, such as;
input folder > used as output folder at the end of the flow.
贡献指南
这个仓库没有索引到贡献指南
从这里开始
- 先读完整个 Issue,再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库,在一个分支上完成修改。
- 提交 Pull Request,并在描述里引用这个 Issue 编号。
调研方向
从 DSSProjectFlow.get_graph 和 DSSProjectFlowGraph.get_items_in_traversal_order traceback 入手,使用提供的循环流复现。验证对于输出数据集在上游被重复使用的项目,get_graph 能够完成,并添加覆盖测试以表明该循环不再导致 RecursionError。
由索引模型根据 Issue 内容生成。
评估
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- api
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