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ffm-baseline
Commit d6d1fe66 authored by Your Name's avatar Your Name
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bug fix

parent f53f0f0d
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Showing with 14 additions and 16 deletions
eda/esmm/Model_pipline/dist_predict.py
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......@@ -8,8 +8,7 @@ import datetime
import pandas as pd
import time
from pyspark import StorageLevel
import os
# os.environ["PYSPARK_PYTHON"] = "/srv/envs/esmm/bin/python"
def model_fn(features, labels, mode, params):
"""Bulid Model function f(x) for Estimator."""
......@@ -174,20 +173,19 @@ def main(_):
if __name__ == "__main__":
# classpath = "$CLASSPATH:%JAVA_HOME%/lib/dt.jar:%JAVA_HOME%/lib/tools.jar:$(/opt/hadoop-2.7.7/etc/hadoop:/opt/hadoop-2.7.7/share/hadoop/hdfs/hadoop-hdfs-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/zookeeper-3.4.6.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/curator-framework-2.7.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/gson-2.2.4.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-math3-3.1.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/hadoop-auth-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-compress-1.4.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/httpclient-4.2.5.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/hamcrest-core-1.3.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/hadoop-annotations-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/mockito-all-1.8.5.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/slf4j-api-1.7.10.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jsr305-3.0.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jetty-util-6.1.26.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/httpcore-4.2.5.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jsch-0.1.54.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/activation-1.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-net-3.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-collections-3.2.2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/htrace-core-3.1.0-incubating.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jersey-core-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-io-2.4.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/stax-api-1.0-2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/asm-3.2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/curator-recipes-2.7.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jackson-xc-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jettison-1.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/netty-3.6.2.Final.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jersey-server-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/xmlenc-0.52.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-configuration-1.6.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jersey-json-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-lang-2.6.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jsp-api-2.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/paranamer-2.3.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-digester-1.8.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/servlet-api-2.5.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-logging-1.1.3.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/curator-client-2.7.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-cli-1.2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-httpclient-3.1.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jackson-jaxrs-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jetty-6.1.26.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/commons-codec-1.4.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/guava-11.0.2.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jetty-sslengine-6.1.26.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/junit-4.11.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/jets3t-0.9.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/xz-1.0.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/log4j-1.2.17.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/hadoop-2.7.7/share/hadoop/common/lib/avro-1.7.4.jar:/opt/hadoop-2.7.7/share/hadoop/common/hadoop-common-2.7.7-tests.jar:/opt/hadoop-2.7.7/share/hadoop/common/hadoop-nfs-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/common/hadoop-common-2.7.7.jar:/opt/hadoop-2.7.7//share/hadoop/hdfs/share/hadoop/hdfs/*:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/zookeeper-3.4.6.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jackson-mapper-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jackson-core-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jsr305-3.0.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jetty-util-6.1.26.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/zookeeper-3.4.6-tests.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/activation-1.1.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-collections-3.2.2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jersey-core-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/javax.inject-1.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-io-2.4.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/asm-3.2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jackson-xc-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jettison-1.1.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/netty-3.6.2.Final.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jersey-server-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jersey-json-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jersey-client-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-lang-2.6.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/guice-3.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/servlet-api-2.5.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-cli-1.2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jackson-jaxrs-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/jetty-6.1.26.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/commons-codec-1.4.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/guava-11.0.2.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/aopalliance-1.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/xz-1.0.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/lib/log4j-1.2.17.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-tests-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-common-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-registry-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-api-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-client-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-server-sharedcachemanager-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/yarn/hadoop-yarn-common-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/jackson-core-asl-1.9.13.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/hadoop-annotations-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/javax.inject-1.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/asm-3.2.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/netty-3.6.2.Final.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/guice-3.0.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/junit-4.11.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/xz-1.0.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/lib/avro-1.7.4.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.7-tests.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.7.jar:/opt/hadoop-2.7.7/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.7.7.jar:/opt/hadoop-2.7.7//contrib/capacity-scheduler/*.jar)"
# sparkConf = SparkConf().set("spark.hive.mapred.supports.subdirectories", "true") \
# .set("spark.hadoop.mapreduce.input.fileinputformat.input.dir.recursive", "true") \
# .set("spark.tispark.plan.allow_index_double_read", "false") \
# .set("spark.tispark.plan.allow_index_read", "true") \
# .set("spark.sql.extensions", "org.apache.spark.sql.TiExtensions") \
# .set("spark.tispark.pd.addresses", "172.16.40.158:2379").set("spark.io.compression.codec", "lzf")\
# .set("spark.driver.maxResultSize", "8g").set("spark.sql.avro.compression.codec","snappy")
# spark = SparkSession.builder.config(conf=sparkConf).enableHiveSupport().getOrCreate()
# spark.sparkContext.setLogLevel("WARN")
# path = "hdfs://172.16.32.4:8020/strategy/esmm/"
# df = spark.read.format("tfrecords").load(path+"nearby/part-r-00000")
# df.show()
sparkConf = SparkConf().set("spark.hive.mapred.supports.subdirectories", "true") \
.set("spark.hadoop.mapreduce.input.fileinputformat.input.dir.recursive", "true") \
.set("spark.tispark.plan.allow_index_double_read", "false") \
.set("spark.tispark.plan.allow_index_read", "true") \
.set("spark.sql.extensions", "org.apache.spark.sql.TiExtensions") \
.set("spark.tispark.pd.addresses", "172.16.40.158:2379").set("spark.io.compression.codec", "lzf")\
.set("spark.driver.maxResultSize", "8g").set("spark.sql.avro.compression.codec","snappy")
spark = SparkSession.builder.config(conf=sparkConf).enableHiveSupport().getOrCreate()
spark.sparkContext.setLogLevel("WARN")
path = "hdfs://172.16.32.4:8020/strategy/esmm/"
df = spark.read.format("tfrecords").load(path+"nearby/part-r-00000")
df.show()
b = time.time()
tf.logging.set_verbosity(tf.logging.INFO)
......
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