CUR_DIR := $(shell dirname $(realpath $(lastword $(MAKEFILE_LIST)))) XGBOOST_TRACKER := $(realpath $(CUR_DIR)/xgboost_src/dmlc-core/tracker/) BIN := xgboost DATA := data TCS_NUM := $(shell expr $(shell nproc) \* 4) .PHONY: all test test-native test-local-cluster clean all: occlum_workspace $(BIN): @cp -f xgboost_src/$(BIN) . $(DATA): @rm -rf $(DATA) && mkdir -p $(DATA) @cp xgboost_src/demo/binary_classification/agaricus.txt.test $(DATA) @cp xgboost_src/demo/binary_classification/agaricus.txt.train $(DATA) @cp xgboost_src/demo/binary_classification/mushroom.conf $(DATA) @sed -i 's/agaricus/.\/data\/agaricus/g' $(DATA)/mushroom.conf @sed -i 's/num_round = 2/num_round = 10/g' $(DATA)/mushroom.conf @sed -i '$$a\model_out = "./host/result.model"' $(DATA)/mushroom.conf @sed -i '$$a\verbosity = 2' $(DATA)/mushroom.conf @sed -i '$$a\nthread = 2' $(DATA)/mushroom.conf occlum_workspace: $(BIN) $(DATA) @rm -rf occlum_workspace && mkdir occlum_workspace @cd occlum_workspace && \ occlum init && \ jq '.process.default_mmap_size = "96MB" | .resource_limits.max_num_of_threads = $(TCS_NUM)' Occlum.json > temp_Occlum.json && \ mv temp_Occlum.json Occlum.json && \ copy_bom -f ../xgboost.yaml --root image --include-dir /opt/occlum/etc/template && \ occlum build test: occlum_workspace @./run_xgboost.sh test-native: $(BIN) $(DATA) @rm -rf host @mkdir host @./$(BIN) ./$(DATA)/mushroom.conf test-local-cluster: occlum_workspace @python3 $(XGBOOST_TRACKER)/dmlc-submit --cluster=local --num-workers=2 --log-level=DEBUG ./run_xgboost.sh clean: @rm -rf $(BIN) $(DATA) tmp_* host occlum_workspace