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ffm-baseline
Commit fd3119c6 authored by 王志伟's avatar 王志伟
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Merge branch 'master' of http://git.wanmeizhensuo.com/ML/ffm-baseline

parents 41f2932f 1d9687fd
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Showing with 6 additions and 20 deletions
eda/esmm/Model_pipline/train.py
View file @ fd3119c6
...@@ -297,26 +297,13 @@ def main(_): ...@@ -297,26 +297,13 @@ def main(_):
FLAGS.dt_dir = (date.today() + timedelta(-1)).strftime('%Y%m%d') FLAGS.dt_dir = (date.today() + timedelta(-1)).strftime('%Y%m%d')
FLAGS.model_dir = FLAGS.model_dir + FLAGS.dt_dir FLAGS.model_dir = FLAGS.model_dir + FLAGS.dt_dir
#FLAGS.data_dir = FLAGS.data_dir + FLAGS.dt_dir #FLAGS.data_dir = FLAGS.data_dir + FLAGS.dt_dir
import glob
import random
tr_files = glob.glob("home/gmuser/test/part*")
random.shuffle(tr_files)
print("tr_files:", tr_files)
# print('task_type ', FLAGS.task_type) # tr_files = get_filename("tr")
# print('model_dir ', FLAGS.model_dir)
# print('hdfs_dir ', FLAGS.hdfs_dir)
# print('local_dir ', FLAGS.local_dir)
# print('dt_dir ', FLAGS.dt_dir)
# print('num_epochs ', FLAGS.num_epochs)
# print('feature_size ', FLAGS.feature_size)
# print('field_size ', FLAGS.field_size)
# print('embedding_size ', FLAGS.embedding_size)
# print('batch_size ', FLAGS.batch_size)
# print('deep_layers ', FLAGS.deep_layers)
# print('dropout ', FLAGS.dropout)
# print('loss_type ', FLAGS.loss_type)
# print('optimizer ', FLAGS.optimizer)
# print('learning_rate ', FLAGS.learning_rate)
# print('l2_reg ', FLAGS.l2_reg)
# print('ctr_task_wgt ', FLAGS.ctr_task_wgt)
tr_files = get_filename("tr")
va_files = get_filename("va") va_files = get_filename("va")
te_files = ["%s/part-r-00000" % FLAGS.hdfs_dir] te_files = ["%s/part-r-00000" % FLAGS.hdfs_dir]
...@@ -380,7 +367,6 @@ def get_filename(dir_in): ...@@ -380,7 +367,6 @@ def get_filename(dir_in):
return x return x
if __name__ == "__main__": if __name__ == "__main__":
# classpath = "$CLASSPATH:%JAVA_HOME%/lib/dt.jar:%JAVA_HOME%/lib/tools.jar:$(/opt/hadoop/etc/hadoop:/opt/hadoop/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/opt/hadoop/share/hadoop/common/lib/hadoop-annotations-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/common/lib/activation-1.1.jar:/opt/hadoop/share/hadoop/common/lib/commons-codec-1.4.jar:/opt/hadoop/share/hadoop/common/lib/jasper-runtime-5.5.23.jar:/opt/hadoop/share/hadoop/common/lib/jsch-0.1.42.jar:/opt/hadoop/share/hadoop/common/lib/hadoop-auth-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/common/lib/jsp-api-2.1.jar:/opt/hadoop/share/hadoop/common/lib/asm-3.2.jar:/opt/hadoop/share/hadoop/common/lib/commons-lang-2.6.jar:/opt/hadoop/share/hadoop/common/lib/commons-beanutils-1.9.2.jar:/opt/hadoop/share/hadoop/common/lib/zookeeper-3.4.5-cdh5.16.1.jar:/opt/hadoop/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/opt/hadoop/share/hadoop/common/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/opt/hadoop/share/hadoop/common/lib/guava-11.0.2.jar:/opt/hadoop/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/hadoop/share/hadoop/common/lib/commons-cli-1.2.jar:/opt/hadoop/share/hadoop/common/lib/servlet-api-2.5.jar:/opt/hadoop/share/hadoop/common/lib/commons-collections-3.2.2.jar:/opt/hadoop/share/hadoop/common/lib/jersey-server-1.9.jar:/opt/hadoop/share/hadoop/common/lib/commons-digester-1.8.jar:/opt/hadoop/share/hadoop/common/lib/jasper-compiler-5.5.23.jar:/opt/hadoop/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/opt/hadoop/share/hadoop/common/lib/curator-client-2.7.1.jar:/opt/hadoop/share/hadoop/common/lib/commons-logging-1.1.3.jar:/opt/hadoop/share/hadoop/common/lib/jackson-jaxrs-1.8.10.jar:/opt/hadoop/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/opt/hadoop/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar:/opt/hadoop/share/hadoop/common/lib/gson-2.2.4.jar:/opt/hadoop/share/hadoop/common/lib/commons-configuration-1.6.jar:/opt/hadoop/share/hadoop/common/lib/commons-httpclient-3.1.jar:/opt/hadoop/share/hadoop/common/lib/hamcrest-core-1.3.jar:/opt/hadoop/share/hadoop/common/lib/httpclient-4.2.5.jar:/opt/hadoop/share/hadoop/common/lib/jets3t-0.9.0.jar:/opt/hadoop/share/hadoop/common/lib/xmlenc-0.52.jar:/opt/hadoop/share/hadoop/common/lib/logredactor-1.0.3.jar:/opt/hadoop/share/hadoop/common/lib/slf4j-api-1.7.5.jar:/opt/hadoop/share/hadoop/common/lib/htrace-core4-4.0.1-incubating.jar:/opt/hadoop/share/hadoop/common/lib/curator-recipes-2.7.1.jar:/opt/hadoop/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/opt/hadoop/share/hadoop/common/lib/jsr305-3.0.0.jar:/opt/hadoop/share/hadoop/common/lib/log4j-1.2.17.jar:/opt/hadoop/share/hadoop/common/lib/xz-1.0.jar:/opt/hadoop/share/hadoop/common/lib/junit-4.11.jar:/opt/hadoop/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/opt/hadoop/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/opt/hadoop/share/hadoop/common/lib/commons-compress-1.4.1.jar:/opt/hadoop/share/hadoop/common/lib/commons-net-3.1.jar:/opt/hadoop/share/hadoop/common/lib/jersey-json-1.9.jar:/opt/hadoop/share/hadoop/common/lib/stax-api-1.0-2.jar:/opt/hadoop/share/hadoop/common/lib/commons-el-1.0.jar:/opt/hadoop/share/hadoop/common/lib/mockito-all-1.8.5.jar:/opt/hadoop/share/hadoop/common/lib/jetty-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/common/lib/jettison-1.1.jar:/opt/hadoop/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/opt/hadoop/share/hadoop/common/lib/avro-1.7.6-cdh5.16.1.jar:/opt/hadoop/share/hadoop/common/lib/httpcore-4.2.5.jar:/opt/hadoop/share/hadoop/common/lib/commons-io-2.4.jar:/opt/hadoop/share/hadoop/common/lib/netty-3.10.5.Final.jar:/opt/hadoop/share/hadoop/common/lib/paranamer-2.3.jar:/opt/hadoop/share/hadoop/common/lib/curator-framework-2.7.1.jar:/opt/hadoop/share/hadoop/common/lib/jackson-xc-1.8.10.jar:/opt/hadoop/share/hadoop/common/lib/commons-math3-3.1.1.jar:/opt/hadoop/share/hadoop/common/lib/jersey-core-1.9.jar:/opt/hadoop/share/hadoop/common/hadoop-common-2.6.0-cdh5.16.1-tests.jar:/opt/hadoop/share/hadoop/common/hadoop-nfs-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/common/hadoop-common-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/hdfs:/opt/hadoop/share/hadoop/hdfs/lib/commons-codec-1.4.jar:/opt/hadoop/share/hadoop/hdfs/lib/jasper-runtime-5.5.23.jar:/opt/hadoop/share/hadoop/hdfs/lib/jsp-api-2.1.jar:/opt/hadoop/share/hadoop/hdfs/lib/asm-3.2.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-lang-2.6.jar:/opt/hadoop/share/hadoop/hdfs/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/hdfs/lib/guava-11.0.2.jar:/opt/hadoop/share/hadoop/hdfs/lib/xml-apis-1.3.04.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/opt/hadoop/share/hadoop/hdfs/lib/servlet-api-2.5.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/opt/hadoop/share/hadoop/hdfs/lib/jersey-server-1.9.jar:/opt/hadoop/share/hadoop/hdfs/lib/jackson-core-asl-1.8.10.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/opt/hadoop/share/hadoop/hdfs/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/hadoop/share/hadoop/hdfs/lib/xmlenc-0.52.jar:/opt/hadoop/share/hadoop/hdfs/lib/htrace-core4-4.0.1-incubating.jar:/opt/hadoop/share/hadoop/hdfs/lib/jsr305-3.0.0.jar:/opt/hadoop/share/hadoop/hdfs/lib/log4j-1.2.17.jar:/opt/hadoop/share/hadoop/hdfs/lib/xercesImpl-2.9.1.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-el-1.0.jar:/opt/hadoop/share/hadoop/hdfs/lib/jetty-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/opt/hadoop/share/hadoop/hdfs/lib/commons-io-2.4.jar:/opt/hadoop/share/hadoop/hdfs/lib/leveldbjni-all-1.8.jar:/opt/hadoop/share/hadoop/hdfs/lib/netty-3.10.5.Final.jar:/opt/hadoop/share/hadoop/hdfs/lib/jersey-core-1.9.jar:/opt/hadoop/share/hadoop/hdfs/hadoop-hdfs-nfs-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/hdfs/hadoop-hdfs-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/hdfs/hadoop-hdfs-2.6.0-cdh5.16.1-tests.jar:/opt/hadoop/share/hadoop/yarn/lib/activation-1.1.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-codec-1.4.jar:/opt/hadoop/share/hadoop/yarn/lib/aopalliance-1.0.jar:/opt/hadoop/share/hadoop/yarn/lib/asm-3.2.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-lang-2.6.jar:/opt/hadoop/share/hadoop/yarn/lib/zookeeper-3.4.5-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/lib/guice-3.0.jar:/opt/hadoop/share/hadoop/yarn/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/yarn/lib/guava-11.0.2.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-cli-1.2.jar:/opt/hadoop/share/hadoop/yarn/lib/servlet-api-2.5.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-collections-3.2.2.jar:/opt/hadoop/share/hadoop/yarn/lib/jersey-server-1.9.jar:/opt/hadoop/share/hadoop/yarn/lib/jackson-core-asl-1.8.10.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/opt/hadoop/share/hadoop/yarn/lib/jackson-jaxrs-1.8.10.jar:/opt/hadoop/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/hadoop/share/hadoop/yarn/lib/jline-2.11.jar:/opt/hadoop/share/hadoop/yarn/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/hadoop/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/opt/hadoop/share/hadoop/yarn/lib/jsr305-3.0.0.jar:/opt/hadoop/share/hadoop/yarn/lib/log4j-1.2.17.jar:/opt/hadoop/share/hadoop/yarn/lib/xz-1.0.jar:/opt/hadoop/share/hadoop/yarn/lib/javax.inject-1.jar:/opt/hadoop/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/opt/hadoop/share/hadoop/yarn/lib/jersey-json-1.9.jar:/opt/hadoop/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/opt/hadoop/share/hadoop/yarn/lib/jetty-6.1.26.cloudera.4.jar:/opt/hadoop/share/hadoop/yarn/lib/jettison-1.1.jar:/opt/hadoop/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/opt/hadoop/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/opt/hadoop/share/hadoop/yarn/lib/commons-io-2.4.jar:/opt/hadoop/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/opt/hadoop/share/hadoop/yarn/lib/jersey-client-1.9.jar:/opt/hadoop/share/hadoop/yarn/lib/jackson-xc-1.8.10.jar:/opt/hadoop/share/hadoop/yarn/lib/jersey-core-1.9.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-client-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-common-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-tests-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-api-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-registry-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-common-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/hadoop-annotations-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/opt/hadoop/share/hadoop/mapreduce/lib/asm-3.2.jar:/opt/hadoop/share/hadoop/mapreduce/lib/guice-3.0.jar:/opt/hadoop/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/opt/hadoop/share/hadoop/mapreduce/lib/jackson-core-asl-1.8.10.jar:/opt/hadoop/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/opt/hadoop/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/opt/hadoop/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/opt/hadoop/share/hadoop/mapreduce/lib/xz-1.0.jar:/opt/hadoop/share/hadoop/mapreduce/lib/junit-4.11.jar:/opt/hadoop/share/hadoop/mapreduce/lib/javax.inject-1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/opt/hadoop/share/hadoop/mapreduce/lib/avro-1.7.6-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/opt/hadoop/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/opt/hadoop/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/opt/hadoop/share/hadoop/mapreduce/lib/netty-3.10.5.Final.jar:/opt/hadoop/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/opt/hadoop/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-nativetask-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1-tests.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.6.0-cdh5.16.1.jar:/opt/hadoop/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1.jar)"
b = time.time() b = time.time()
a = "export CLASSPATH='$(hadoop classpath --glob)'" a = "export CLASSPATH='$(hadoop classpath --glob)'"
os.system(a) os.system(a)
......
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