运行WOE OOM 失败的问题 about kuscia HOT 9 OPEN

机器资源状况：

Kuscia log：
Uploading p207.log…
Uploading p208.log…

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p207.log
p208.log

from kuscia.

kuscia API的调用参数和测试数据可以发一下吗？

from kuscia.

通过命令docker update --memory 32g --memory-swap 40g 增加了容器的可用内存，同时使用了heu设备，重新运行该任务在data目录有结果数据产生，但在日志还是报错：status = StatusCode.RESOURCE_EXHAUSTED
2024-06-26T11:42:04.915790123+08:00 stderr F details = "grpc: received message larger than max (4598659 vs. 4194304)"
2024-06-26T11:42:04.915792996+08:00 stderr F debug_error_string = "UNKNOWN:Error received from peer ipv4:172.18.0.2:8071 {grpc_message:"grpc: received message larger than max (4598659 vs. 4194304)", grpc_status:8, created_time:"2024-06-26T03:42:04.914109278+00:00"}"；看上去是grpc的消息大小限制了传输，下面是完整的日志文件：
p208.log
p207.log

from kuscia.

kuscia API的调用参数和测试数据可以发一下吗？

{'job_id': 'bpa911oghtjhm7cg', 'initiator': 'p208', 'max_parallelism': 1, 'tasks': [{'app_image': 'secretflow-image', 'parties': [{'domain_id': 'p208'}, {'domain_id': 'p207'}], 'alias': 'VertWoeBinning', 'task_id': 'o1q3q14fp6vrwpl8', 'task_input_config': '{"sf_datasource_config": {"p208": {"id": "default-data-source"}, "p207": {"id": "default-data-source"}}, "sf_cluster_desc": {"parties": ["p208", "p207"], "devices": [{"name": "spu", "type": "spu", "parties": ["p208", "p207"], "config": "{\"runtime_config\":{\"protocol\":\"REF2K\",\"field\":\"FM64\"},\"link_desc\":{\"connect_retry_times\":60,\"connect_retry_interval_ms\":1000,\"brpc_channel_protocol\":\"http\",\"brpc_channel_connection_type\":\"pooled\",\"recv_timeout_ms\":1200000,\"http_timeout_ms\":1200000}}"}, {"name": "heu", "type": "heu", "parties": ["p208", "p207"], "config": "{\"mode\": \"PHEU\", \"schema\": \"paillier\", \"key_size\": 2048}"}], "ray_fed_config": {"cross_silo_comm_backend": "brpc_link"}}, "sf_node_eval_param": {"domain": "feature", "name": "vert_woe_binning", "version": "0.0.2", "attr_paths": ["input/input_data/feature_selects", "input/input_data/label", "secure_device_type", "binning_method", "bin_num", "positive_label", "chimerge_init_bins", "chimerge_target_bins", "chimerge_target_pvalue", "report_rules"], "attrs": [{"ss": ["ze6555_1", "ze6555_2", "ze6555_3", "ze6555_4", "ze6555_5", "ze6555_6", "ze6555_7", "ze6555_8", "ze6555_9", "ze6555_10", "ze6555_11", "ze6555_12", "ze6555_13", "ze6555_14", "ze6555_15", "ze6555_16", "ze6555_17", "ze6555_18", "ze6555_19", "ze6555_20", "ze6555_21", "ze6555_22", "ze6555_23", "ze6555_24", "ze6555_25", "ze6555_26", "ze6555_27", "ze6555_28", "ze6555_29", "ze6555_30", "ze6555_31", "ze6555_32", "ze6555_33", "ze6555_34", "ze6555_35", "ze6555_36", "ze6555_37", "ze6555_38", "ze6555_39", "ze6555_40", "ze6555_41", "ze6555_42", "ze6555_43", "ze6555_44", "ze6555_45", "ze6555_46", "ze6555_47", "ze6555_48", "ze6555_49", "ze6555_50", "ze6555_51", "ze6555_52", 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{"f": 0.1}, {"b": true}]}, "sf_input_ids": ["6be6d1bc-psi-dataset"], "sf_output_ids": ["c611496c-bin-rule", "c611496c-report"], "sf_output_uris": ["jobs/202406241242475313460/c611496c-bin-rule", "jobs/202406241242475313460/c611496c-report"]}', 'priority': '100'}, {'app_image': 'secretflow-image', 'parties': [{'domain_id': 'p208'}, {'domain_id': 'p207'}], 'alias': 'VertBinSubstitution', 'task_id': 'p9ufb5yzmkstq60e', 'task_input_config': '{"sf_datasource_config": {"p208": {"id": "default-data-source"}, "p207": {"id": "default-data-source"}}, "sf_cluster_desc": {"parties": ["p208", "p207"], "devices": [{"name": "spu", "type": "spu", "parties": ["p208", "p207"], "config": "{\"runtime_config\":{\"protocol\":\"REF2K\",\"field\":\"FM64\"},\"link_desc\":{\"connect_retry_times\":60,\"connect_retry_interval_ms\":1000,\"brpc_channel_protocol\":\"http\",\"brpc_channel_connection_type\":\"pooled\",\"recv_timeout_ms\":1200000,\"http_timeout_ms\":1200000}}"}, {"name": "heu", "type": "heu", "parties": ["p208", "p207"], "config": "{\"mode\": \"PHEU\", \"schema\": \"paillier\", \"key_size\": 2048}"}], "ray_fed_config": {"cross_silo_comm_backend": "brpc_link"}}, "sf_node_eval_param": {"domain": "preprocessing", "name": "vert_bin_substitution", "version": "0.0.1", "attr_paths": [], "attrs": []}, "sf_input_ids": ["6be6d1bc-psi-dataset", "c611496c-bin-rule"], "sf_output_ids": ["c611496c-vertbinsubstitution-dataset"], "sf_output_uris": ["jobs/202406241242475313460/c611496c-vertbinsubstitution-dataset"]}', 'priority': '100'}]}

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通过命令docker update --memory 32g --memory-swap 40g 增加了容器的可用内存，同时使用了heu设备，重新运行该任务在data目录有结果数据产生，但在日志还是报错：status = StatusCode.RESOURCE_EXHAUSTED 2024-06-26T11:42:04.915790123+08:00 stderr F details = "grpc: received message larger than max (4598659 vs. 4194304)" 2024-06-26T11:42:04.915792996+08:00 stderr F debug_error_string = "UNKNOWN:Error received from peer ipv4:172.18.0.2:8071 {grpc_message:"grpc: received message larger than max (4598659 vs. 4194304)", grpc_status:8, created_time:"2024-06-26T03:42:04.914109278+00:00"}"；看上去是grpc的消息大小限制了传输，下面是完整的日志文件： p208.log p207.log

目前正常能够拿到结果了吗？

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目录里面是有一个bin-rule的文件，但通过api查询任务状态是失败的，所以也不知道结果是不是正确的

from kuscia.

通过命令docker update --memory 32g --memory-swap 40g 增加了容器的可用内存，同时使用了heu设备，重新运行该任务在data目录有结果数据产生，但在日志还是报错：status = StatusCode.RESOURCE_EXHAUSTED 2024-06-26T11:42:04.915790123+08:00 stderr F details = "grpc: received message larger than max (4598659 vs. 4194304)" 2024-06-26T11:42:04.915792996+08:00 stderr F debug_error_string = "UNKNOWN:Error received from peer ipv4:172.18.0.2:8071 {grpc_message:"grpc: received message larger than max (4598659 vs. 4194304)", grpc_status:8, created_time:"2024-06-26T03:42:04.914109278+00:00"}"；看上去是grpc的消息大小限制了传输，下面是完整的日志文件： p208.log p207.log

能够解除这个grpc通信量的设置吗

from kuscia.

通过命令docker update --memory 32g --memory-swap 40g 增加了容器的可用内存，同时使用了heu设备，重新运行该任务在data目录有结果数据产生，但在日志还是报错：status = StatusCode.RESOURCE_EXHAUSTED 2024-06-26T11:42:04.915790123+08:00 stderr F details = "grpc: received message larger than max (4598659 vs. 4194304)" 2024-06-26T11:42:04.915792996+08:00 stderr F debug_error_string = "UNKNOWN:Error received from peer ipv4:172.18.0.2:8071 {grpc_message:"grpc: received message larger than max (4598659 vs. 4194304)", grpc_status:8, created_time:"2024-06-26T03:42:04.914109278+00:00"}"；看上去是grpc的消息大小限制了传输，下面是完整的日志文件： p208.log p207.log

能够解除这个grpc通信量的设置吗

暂时不支持设置的。
问题原因是：woe 分箱产生的report文件太大了，超过了 4M，目前grpc 最大的数据传输量是 4M。
解决方式：
1.可以将数据维数改小一点试下
2.可以通过二开kuscia来修改传输量大小限制，在此处上方增加opts = append(opts, grpc.MaxRecvMsgSize(1010241024))，尝试一下

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