dist predict sucess flag

eda/esmm/Model_pipline/dist_predict.py

 import tensorflow as tf
 import pymysql
 from pyspark.conf import SparkConf
+import pytispark.pytispark as pti
 from pyspark.sql import SparkSession
 import datetime
 import pandas as pd
 from datetime import date, timedelta
 import time
+from pyspark import StorageLevel
 from pyspark.sql import Row
+import os
 import sys
 from sqlalchemy import create_engine
 
@@ -27,8 +30,7 @@ def input_fn(filenames, batch_size=32, num_epochs=1, perform_shuffle=False):
             "tag5_list": tf.VarLenFeature(tf.int64),
             "tag6_list": tf.VarLenFeature(tf.int64),
             "tag7_list": tf.VarLenFeature(tf.int64),
-            "search_tag2_list": tf.VarLenFeature(tf.int64),
-            "search_tag3_list": tf.VarLenFeature(tf.int64),
+            "number": tf.VarLenFeature(tf.int64),
             "uid": tf.VarLenFeature(tf.string),
             "city": tf.VarLenFeature(tf.string),
             "cid_id": tf.VarLenFeature(tf.string)
@@ -38,21 +40,24 @@ def input_fn(filenames, batch_size=32, num_epochs=1, perform_shuffle=False):
         z = parsed.pop('z')
         return parsed, {"y": y, "z": z}
 
+    # Extract lines from input files using the Dataset API, can pass one filename or filename list
+    dataset = tf.data.TFRecordDataset(filenames).map(_parse_fn, num_parallel_calls=10).prefetch(500000)    # multi-thread pre-process then prefetch
 
-    files = tf.data.Dataset.list_files(filenames)
-    dataset = files.apply(
-        tf.data.experimental.parallel_interleave(
-            lambda  file: tf.data.TFRecordDataset(file),
-            cycle_length=8
-        )
-    )
+    # Randomizes input using a window of 256 elements (read into memory)
+    if perform_shuffle:
+        dataset = dataset.shuffle(buffer_size=256)
 
-    dataset = dataset.apply(tf.data.experimental.map_and_batch(map_func=_parse_fn, batch_size=batch_size, num_parallel_calls=8))
-    dataset = dataset.prefetch(10000)
+    # epochs from blending together.
+    dataset = dataset.repeat(num_epochs)
+    dataset = dataset.batch(batch_size) # Batch size to use
+    # dataset = dataset.padded_batch(batch_size, padded_shapes=({"feeds_ids": [None], "feeds_vals": [None], "title_ids": [None]}, [None]))   #不定长补齐
 
+    #return dataset.make_one_shot_iterator()
     iterator = dataset.make_one_shot_iterator()
     batch_features, batch_labels = iterator.get_next()
-
+    #return tf.reshape(batch_ids,shape=[-1,field_size]), tf.reshape(batch_vals,shape=[-1,field_size]), batch_labels
+    #print("-"*100)
+    #print(batch_features,batch_labels)
     return batch_features, batch_labels
 
 def model_fn(features, labels, mode, params):
@@ -83,8 +88,7 @@ def model_fn(features, labels, mode, params):
     tag5_list = features['tag5_list']
     tag6_list = features['tag6_list']
     tag7_list = features['tag7_list']
-    search_tag2_list = features['search_tag2_list']
-    search_tag3_list = features['search_tag3_list']
+    number = features['number']
     uid = features['uid']
     city = features['city']
     cid_id = features['cid_id']
@@ -103,14 +107,12 @@ def model_fn(features, labels, mode, params):
         tag5 = tf.nn.embedding_lookup_sparse(Feat_Emb, sp_ids=tag5_list, sp_weights=None, combiner="sum")
         tag6 = tf.nn.embedding_lookup_sparse(Feat_Emb, sp_ids=tag6_list, sp_weights=None, combiner="sum")
         tag7 = tf.nn.embedding_lookup_sparse(Feat_Emb, sp_ids=tag7_list, sp_weights=None, combiner="sum")
-        search_tag2 = tf.nn.embedding_lookup_sparse(Feat_Emb, sp_ids=search_tag2_list, sp_weights=None, combiner="sum")
-        search_tag3 = tf.nn.embedding_lookup_sparse(Feat_Emb, sp_ids=search_tag3_list, sp_weights=None, combiner="sum")
 
         # x_concat = tf.reshape(embedding_id,shape=[-1, common_dims])  # None * (F * K)
         x_concat = tf.concat([tf.reshape(embedding_id, shape=[-1, common_dims]), app_id, level2, level3, tag1,
-                              tag2, tag3, tag4, tag5, tag6, tag7,search_tag2,search_tag3], axis=1)
-
+                              tag2, tag3, tag4, tag5, tag6, tag7], axis=1)
 
+        sample_id = tf.sparse.to_dense(number)
         uid = tf.sparse.to_dense(uid,default_value="")
         city = tf.sparse.to_dense(city,default_value="")
         cid_id = tf.sparse.to_dense(cid_id,default_value="")
@@ -147,7 +149,7 @@ def model_fn(features, labels, mode, params):
         pcvr = tf.sigmoid(y_cvr)
         pctcvr = pctr*pcvr
 
-    predictions = {"pctcvr": pctcvr, "uid": uid, "city": city, "cid_id": cid_id}
+    predictions={"pcvr": pcvr, "pctr": pctr, "pctcvr": pctcvr, "sample_id": sample_id, "uid":uid, "city":city, "cid_id":cid_id}
     export_outputs = {tf.saved_model.signature_constants.DEFAULT_SERVING_SIGNATURE_DEF_KEY: tf.estimator.export.PredictOutput(predictions)}
     # Provide an estimator spec for `ModeKeys.PREDICT`
     if mode == tf.estimator.ModeKeys.PREDICT:
@@ -159,6 +161,7 @@ def model_fn(features, labels, mode, params):
 def main(te_file):
     dt_dir = (date.today() + timedelta(-1)).strftime('%Y%m%d')
     model_dir = "hdfs://172.16.32.4:8020/strategy/esmm/model_ckpt/DeepCvrMTL/" + dt_dir
+    te_files = ["hdfs://172.16.32.4:8020/strategy/esmm/nearby/part-r-00000"]
     model_params = {
         "field_size": 15,
         "feature_size": 600000,
@@ -173,13 +176,25 @@ def main(te_file):
             log_step_count_steps=100, save_summary_steps=100)
     Estimator = tf.estimator.Estimator(model_fn=model_fn, model_dir=model_dir, params=model_params, config=config)
 
-    preds = Estimator.predict(input_fn=lambda: input_fn(te_file, num_epochs=1, batch_size=10000), predict_keys=["pctcvr","uid","city","cid_id"])
+    preds = Estimator.predict(input_fn=lambda: input_fn(te_file, num_epochs=1, batch_size=10000), predict_keys=["pctcvr","pctr","pcvr","sample_id","uid","city","cid_id"])
 
+    # with open("/home/gmuser/esmm/nearby/pred.txt", "w") as fo:
+    #     for prob in preds:
+    #         fo.write("%f\t%f\t%f\n" % (prob['pctr'], prob['pcvr'], prob['pctcvr']))
+
+    # ctcvr = []
     str_result = ""
     for prob in preds:
-        str_result = str_result + str(prob["uid"][0]) + ":" + str(prob["city"][0]) + ":" + str(prob["cid_id"][0]) + ":" + str(prob['pctcvr']) + ";"
+        # ctcvr.append((prob["sample_id"][0],prob['pctcvr']))
+        str_result = str_result + str(prob["sample_id"][0]) + ":"+ str(prob["uid"][0]) + ":" + str(prob["city"][0]) + ":" + str(prob["cid_id"][0]) + ":" + str(prob['pctcvr']) + ";"
+        # str_result = list(prob.keys())
+    # return str_result
     return str_result[:-1]
 
+    # indices = []
+    # for prob in preds:
+    #     indices.append([prob['pctr'], prob['pcvr'], prob['pctcvr']])
+    # return indices
 
 def trans(x):
     return str(x)[2:-1] if str(x)[0] == 'b' else x
@@ -215,23 +230,24 @@ if __name__ == "__main__":
 
         te_files = []
         for i in range(0,10):
-            te_files.append([path + "native/part-r-0000" + str(i)])
+            te_files.append([path + "test_native/part-r-0000" + str(i)])
         for i in range(10,100):
-            te_files.append([path + "native/part-r-000" + str(i)])
+            te_files.append([path + "test_native/part-r-000" + str(i)])
 
+        # te_files = ["hdfs://172.16.32.4:8020/strategy/esmm/test_native/part-r-00000"]
 
         rdd_te_files = spark.sparkContext.parallelize(te_files)
         print("-" * 100)
-        indices = rdd_te_files.repartition(40).map(lambda x: main(x))
+        indices = rdd_te_files.repartition(100).map(lambda x: main(x))
         # print(indices.take(1))
         print("dist predict native")
 
         te_result_dataframe = spark.createDataFrame(indices.flatMap(lambda x: x.split(";")).map(
-            lambda l: Row(uid=l.split(":")[0],city=l.split(":")[1],cid_id=l.split(":")[2],ctcvr=l.split(":")[3])))
+            lambda l: Row(sample_id=l.split(":")[0],uid=l.split(":")[1],city=l.split(":")[2],cid_id=l.split(":")[3],ctcvr=l.split(":")[4])))
 
-        te_result_dataframe.show()
+        # te_result_dataframe.show()
 
-        # te_result_dataframe.repartition(50).write.format("parquet").save(path=path+"native_result/",mode="overwrite")
+        te_result_dataframe.repartition(50).write.format("parquet").save(path=path+"native_result/",mode="overwrite")
 
         print("耗时(秒)：")
         print((time.time()-b))
@@ -240,58 +256,55 @@ if __name__ == "__main__":
 
         print("infer nearby task")
         b = time.time()
-        # classpath = "/etc/hadoop/conf:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/httpcore-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/apacheds-i18n-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/slf4j-api-1.7.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jasper-compiler-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-client-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/mockito-all-1.8.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-beanutils-core-1.8.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-recipes-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/logredactor-1.0.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/java-xmlbuilder-0.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-httpclient-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/hue-plugins-3.9.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/api-util-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-net-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-digester-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jets3t-0.9.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/httpclient-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/gson-2.2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/slf4j-log4j12.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-beanutils-1.9.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-math3-3.1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/azure-data-lake-store-sdk-2.2.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsch-0.1.42.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/api-asn1-api-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-configuration-1.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-framework-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/aws-java-sdk-bundle-1.11.134.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-azure-datalake-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-annotations-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format-sources.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-aws.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-aws-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-nfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-generator.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-annotations.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-column.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-azure-datalake.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-pig.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-auth-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-tools.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-pig-bundle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-protobuf.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-nfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format-javadoc.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-scrooge_2.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-jackson.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-cascading.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-hadoop-bundle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-test-hadoop2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-hadoop.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-thrift.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-scala_2.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-encoding.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-auth.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/./:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xml-apis-1.3.04.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-daemon-1.0.13.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xercesImpl-2.9.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-nfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-nfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/aopalliance-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/javax.inject-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jline-2.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/spark-1.6.0-cdh5.16.1-yarn-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-client-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-guice-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guice-servlet-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guice-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/spark-yarn-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-client-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-nodemanager.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-web-proxy.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-applicationhistoryservice.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-registry-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-unmanaged-am-launcher.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-unmanaged-am-launcher-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-client.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-applicationhistoryservice-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-api.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-registry.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-api-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-distributedshell-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-tests-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-resourcemanager-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-web-proxy-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-resourcemanager.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-distributedshell.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-nodemanager-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/aopalliance-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/javax.inject-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-guice-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/guice-servlet-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/guice-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//okhttp-2.4.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//httpcore-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//apacheds-i18n-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-plugins-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jasper-compiler-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-distcp-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-client-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-azure-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-examples.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-plugins.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-distcp.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//mockito-all-1.8.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-beanutils-core-1.8.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-shuffle-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-recipes-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archive-logs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//okio-1.4.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//apacheds-kerberos-codec-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-auth-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-app-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//java-xmlbuilder-0.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-examples-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-streaming-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-openstack.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-httpclient-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-core-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-sls-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//api-util-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-net-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archives.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-ant-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//metrics-core-3.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-rumen.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//microsoft-windowsazure-storage-sdk-0.6.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-nearbytask-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-digester-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jets3t-0.9.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//httpclient-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-streaming.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archives-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-ant.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-sls.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-gridmix-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-azure.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//gson-2.2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-extras.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-beanutils-1.9.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-openstack-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-databind-2.2.3-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-math3-3.1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archive-logs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-datajoin.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-gridmix.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-core.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsch-0.1.42.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//api-asn1-api-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-configuration-1.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-framework-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-nearbytask.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-app.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-auth.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-rumen-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-datajoin-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-core-2.2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-extras-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-annotations-2.2.3.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")\
-        #     .setExecutorEnv("CLASSPATH",classpath)
-        # spark = SparkSession.builder.config(conf=sparkConf).enableHiveSupport().getOrCreate()
-        # spark.sparkContext.setLogLevel("WARN")
-        #
+        classpath = "/etc/hadoop/conf:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/httpcore-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/apacheds-i18n-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/slf4j-api-1.7.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jasper-compiler-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-client-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/mockito-all-1.8.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-beanutils-core-1.8.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-recipes-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/logredactor-1.0.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/java-xmlbuilder-0.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-httpclient-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/hue-plugins-3.9.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/api-util-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-net-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-digester-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jets3t-0.9.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/httpclient-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/gson-2.2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/slf4j-log4j12.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-beanutils-1.9.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-math3-3.1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/azure-data-lake-store-sdk-2.2.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jsch-0.1.42.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/api-asn1-api-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-configuration-1.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/curator-framework-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/aws-java-sdk-bundle-1.11.134.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/lib/htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-azure-datalake-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-annotations-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format-sources.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-aws.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-aws-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-nfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-generator.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-annotations.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-column.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-azure-datalake.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-pig.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-auth-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-tools.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-pig-bundle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-protobuf.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-nfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format-javadoc.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-scrooge_2.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-jackson.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-cascading.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-hadoop-bundle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-test-hadoop2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-hadoop.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-thrift.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-format.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-scala_2.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-encoding.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//hadoop-auth.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop/.//parquet-avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/./:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xml-apis-1.3.04.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-daemon-1.0.13.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/xercesImpl-2.9.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/lib/htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-nfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-nfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-hdfs/.//hadoop-hdfs-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/aopalliance-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/javax.inject-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jline-2.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/spark-1.6.0-cdh5.16.1-yarn-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-client-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-guice-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guice-servlet-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/guice-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/spark-yarn-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-client-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-nodemanager.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-web-proxy.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-applicationhistoryservice.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-registry-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-unmanaged-am-launcher.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-unmanaged-am-launcher-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-client.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-applicationhistoryservice-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-api.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-registry.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-api-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-distributedshell-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-tests-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-resourcemanager-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-web-proxy-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-resourcemanager.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-applications-distributedshell.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-yarn/.//hadoop-yarn-server-nodemanager-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/aopalliance-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/javax.inject-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-guice-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/netty-3.10.5.Final.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/leveldbjni-all-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/guice-servlet-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/guice-3.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/lib/hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//okhttp-2.4.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//xz-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//httpcore-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//apacheds-i18n-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-plugins-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jasper-compiler-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//avro.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-distcp-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jetty-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-client-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//protobuf-java-2.5.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-jaxrs-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-azure-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//xmlenc-0.52.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-examples.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-plugins.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-lang-2.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-distcp.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//mockito-all-1.8.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-beanutils-core-1.8.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-shuffle-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-mapper-asl-1.8.10-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-recipes-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archive-logs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//okio-1.4.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//apacheds-kerberos-codec-2.0.0-M15.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-auth-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-app-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//java-xmlbuilder-0.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jaxb-api-2.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-examples-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-streaming-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-openstack.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-el-1.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//paranamer-2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-json-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-server-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-httpclient-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-common-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-core-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-core-asl-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-sls-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-hs-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsp-api-2.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsr305-3.0.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//api-util-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//guava-11.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-net-3.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-codec-1.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//activation-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archives.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-ant-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//metrics-core-3.0.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-rumen.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//microsoft-windowsazure-storage-sdk-0.6.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//zookeeper.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jetty-util-6.1.26.cloudera.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-nearbytask-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-digester-1.8.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jets3t-0.9.0.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//httpclient-4.2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-streaming.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jersey-core-1.9.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//servlet-api-2.5.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archives-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-ant.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-sls.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-gridmix-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//stax-api-1.0-2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-tests.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//junit-4.11.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-azure.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//gson-2.2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-logging-1.1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-cli-1.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-extras.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//asm-3.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jasper-runtime-5.5.23.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-beanutils-1.9.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-openstack-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-databind-2.2.3-cloudera.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jettison-1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-math3-3.1.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-archive-logs.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-datajoin.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-collections-3.2.2.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-shuffle.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-gridmix.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-core.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-xc-1.8.10.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-jobclient-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-common.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jsch-0.1.42.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//log4j-1.2.17.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//api-asn1-api-1.0.0-M20.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-configuration-1.6.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//curator-framework-2.7.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-compress-1.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//snappy-java-1.0.4.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-nearbytask.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-mapreduce-client-app.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-auth.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-rumen-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//commons-io-2.4.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-datajoin-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-core-2.2.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hamcrest-core-1.3.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//hadoop-extras-2.6.0-cdh5.16.1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jaxb-impl-2.2.3-1.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//htrace-core4-4.0.1-incubating.jar:/opt/cloudera/parcels/CDH-5.16.1-1.cdh5.16.1.p0.3/lib/hadoop/libexec/../../hadoop-mapreduce/.//jackson-annotations-2.2.3.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")\
+            .setExecutorEnv("CLASSPATH",classpath)
+        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+"test_nearby/part-r-00000")
-        # # df.show()
-        #
-        #
-        # # #nearby data
+        # df = spark.read.format("tfrecords").load(path+"test_nearby/part-r-00000")
+        # df.show()
+
+
+        # #nearby data
         te_files = []
         for i in range(0,10):
-            te_files.append([path + "nearby/part-r-0000" + str(i)])
+            te_files.append([path + "test_nearby/part-r-0000" + str(i)])
         for i in range(10,100):
-            te_files.append([path + "nearby/part-r-000" + str(i)])
-        #
-        #
-        # rdd_te_files = spark.sparkContext.parallelize(te_files)
+            te_files.append([path + "test_nearby/part-r-000" + str(i)])
+
+
+        # te_files = ["hdfs://172.16.32.4:8020/strategy/esmm/test_nearby/part-r-00000"]
+
+        rdd_te_files = spark.sparkContext.parallelize(te_files)
         print("-"*100)
-        # indices = rdd_te_files.repartition(40).map(lambda x: main(x))
+        indices = rdd_te_files.repartition(100).map(lambda x: main(x))
         # print(indices.take(1))
         print("dist predict nearby")
 
-        test = main(te_files[0])
-        print(test[:50])
-
-        # te_result_dataframe = spark.createDataFrame(indices.flatMap(lambda x: x.split(";")).map(
-        #     lambda l: Row(uid=l.split(":")[0],city=l.split(":")[1],cid_id=l.split(":")[2],ctcvr=l.split(":")[3])))
-        #
-        # te_result_dataframe.show()
+        te_result_dataframe = spark.createDataFrame(indices.flatMap(lambda x: x.split(";")).map(
+            lambda l: Row(sample_id=l.split(":")[0],uid=l.split(":")[1],city=l.split(":")[2],cid_id=l.split(":")[3],ctcvr=l.split(":")[4])))
 
         # print("nearby rdd data")
         # te_result_dataframe.show()
-        # nearby_data = te_result_dataframe.toPandas()
-        # print("nearby pd data")
-        # nearby_data["cid_id1"] = nearby_data["cid_id"].apply(trans)
-        # nearby_data["city1"] = nearby_data["city"].apply(trans)
-        # nearby_data["uid1"] = nearby_data["uid"].apply(trans)
-        # print(nearby_data.head())
-        #
-        # df3 = nearby_data.groupby(by=["uid1", "city1"]).apply(lambda x: x.sort_values(by="ctcvr", ascending=False)) \
-        #     .reset_index(drop=True).groupby(by=["uid1", "city1"]).agg({'cid_id1': set_join}).reset_index(drop=False)
-        # df3.columns = ["device_id", "city_id", "native_queue"]
-        # print("nearby_device_count", df3.shape)
+        nearby_data = te_result_dataframe.toPandas()
+        print("nearby pd data")
+        nearby_data["cid_id1"] = nearby_data["cid_id"].apply(trans)
+        nearby_data["city1"] = nearby_data["city"].apply(trans)
+        nearby_data["uid1"] = nearby_data["uid"].apply(trans)
+        print(nearby_data.head())
+
+        df3 = nearby_data.groupby(by=["uid1", "city1"]).apply(lambda x: x.sort_values(by="ctcvr", ascending=False)) \
+            .reset_index(drop=True).groupby(by=["uid1", "city1"]).agg({'cid_id1': set_join}).reset_index(drop=False)
+        df3.columns = ["device_id", "city_id", "native_queue"]
+        print("nearby_device_count", df3.shape)
 
         # print(nearby_data.head())
         # print(nearby_data.dtypes)
@@ -301,71 +314,67 @@ if __name__ == "__main__":
 
 
         #native data
-        # native_data = spark.read.parquet(path+"native_result/")
-        # # print("native rdd data")
-        # # native_data.show()
-        # native_data_pd = native_data.toPandas()
-        # print("native pd data")
-        # # print(native_data_pd.head())
-        # native_data_pd["cid_id1"] = native_data_pd["cid_id"].apply(trans)
-        # native_data_pd["city1"] = native_data_pd["city"].apply(trans)
-        # native_data_pd["uid1"] = native_data_pd["uid"].apply(trans)
+        native_data = spark.read.parquet(path+"native_result/")
+        # print("native rdd data")
+        # native_data.show()
+        native_data_pd = native_data.toPandas()
+        print("native pd data")
         # print(native_data_pd.head())
-        #
-        # df4 = native_data_pd.groupby(by=["uid1", "city1"]).apply(lambda x: x.sort_values(by="ctcvr", ascending=False)) \
-        #     .reset_index(drop=True).groupby(by=["uid1", "city1"]).agg({'cid_id1': set_join}).reset_index(drop=False)
-        # df4.columns = ["device_id", "city_id", "nearby_queue"]
-        # print("native_device_count", df4.shape)
-        # # print(native_data_pd.dtypes)
-        #
-        #
-        # # union
-        # df_all = pd.merge(df3, df4, on=['device_id', 'city_id'], how='outer').fillna("")
-        # df_all['device_id'] = df_all['device_id'].astype(str)
-        # df_all['city_id'] = df_all['city_id'].astype(str)
-        # df_all["time"] = str(datetime.datetime.now().strftime('%Y%m%d%H%M'))
-        # print("union_device_count", df_all.shape)
-        # print(df_all.head(10))
-
-
-        # host = '172.16.40.158'
-        # port = 4000
-        # user = 'root'
-        # password = '3SYz54LS9#^9sBvC'
-        # db = 'jerry_test'
-        # charset = 'utf8'
-        #
-        #
-        #
-        # #delete table
-        # df_merge = df_all['device_id'] + df_all['city_id']
-        # to_delete = list(df_merge.values)
-        # total = len(to_delete)
-        # df_merge_str = [str(to_delete[:int(total / 5)]).strip('[]')]
-        # for i in range(2, 6):
-        #     start = int(total * (i - 1) / 5)
-        #     end = int(total * i / 5)
-        #     tmp = str(to_delete[start:end]).strip('[]')
-        #     df_merge_str.append(tmp)
-        #
-        # try:
-        #     for i in df_merge_str:
-        #         delete_str = 'delete from esmm_device_diary_queue where concat(device_id,city_id) in ({0})'.format(i)
-        #         con = pymysql.connect(host='172.16.40.158', port=4000, user='root', passwd='3SYz54LS9#^9sBvC',
-        #                               db='jerry_test')
-        #         cur = con.cursor()
-        #         cur.execute(delete_str)
-        #         con.commit()
-        #         print("delete done")
-        #         con.close()
-        #     engine = create_engine(str(r"mysql+pymysql://%s:" + '%s' + "@%s:%s/%s") % (user, password, host, port, db))
-        #     df_all.to_sql('esmm_device_diary_queue', con=engine, if_exists='append', index=False, chunksize=8000)
-        #     print("insert done")
-        #
-        # except Exception as e:
-        #     print(e)
+        native_data_pd["cid_id1"] = native_data_pd["cid_id"].apply(trans)
+        native_data_pd["city1"] = native_data_pd["city"].apply(trans)
+        native_data_pd["uid1"] = native_data_pd["uid"].apply(trans)
+        print(native_data_pd.head())
+
+        df4 = native_data_pd.groupby(by=["uid1", "city1"]).apply(lambda x: x.sort_values(by="ctcvr", ascending=False)) \
+            .reset_index(drop=True).groupby(by=["uid1", "city1"]).agg({'cid_id1': set_join}).reset_index(drop=False)
+        df4.columns = ["device_id", "city_id", "nearby_queue"]
+        print("native_device_count", df4.shape)
+        # print(native_data_pd.dtypes)
+
+
+        # union
+        df_all = pd.merge(df3, df4, on=['device_id', 'city_id'], how='outer').fillna("")
+        df_all['device_id'] = df_all['device_id'].astype(str)
+        df_all['city_id'] = df_all['city_id'].astype(str)
+        df_all["time"] = str(datetime.datetime.now().strftime('%Y%m%d%H%M'))
+        print("union_device_count", df_all.shape)
+
+        host = '172.16.40.158'
+        port = 4000
+        user = 'root'
+        password = '3SYz54LS9#^9sBvC'
+        db = 'jerry_test'
+        charset = 'utf8'
+
+
+
+        #delete table
+        df_merge = df_all['device_id'] + df_all['city_id']
+        to_delete = list(df_merge.values)
+        total = len(to_delete)
+        df_merge_str = [str(to_delete[:int(total / 5)]).strip('[]')]
+        for i in range(2, 6):
+            start = int(total * (i - 1) / 5)
+            end = int(total * i / 5)
+            tmp = str(to_delete[start:end]).strip('[]')
+            df_merge_str.append(tmp)
+
+        try:
+            for i in df_merge_str:
+                delete_str = 'delete from esmm_device_diary_queue where concat(device_id,city_id) in ({0})'.format(i)
+                con = pymysql.connect(host='172.16.40.158', port=4000, user='root', passwd='3SYz54LS9#^9sBvC',
+                                      db='jerry_test')
+                cur = con.cursor()
+                cur.execute(delete_str)
+                con.commit()
+                print("delete done")
+                con.close()
+            engine = create_engine(str(r"mysql+pymysql://%s:" + '%s' + "@%s:%s/%s") % (user, password, host, port, db))
+            df_all.to_sql('esmm_device_diary_queue', con=engine, if_exists='append', index=False, chunksize=8000)
+            print("insert done")
+
+        except Exception as e:
+            print(e)
 
         print("耗时(min)：")
         print((time.time()-b)/60)
\ No newline at end of file
-
-