├── .gitignore ├── README.md ├── SparkStreamingHbaseLocal ├── .idea │ ├── SparkStreamingHbaseLocal.iml │ ├── codeStyles │ │ └── codeStyleConfig.xml │ ├── compiler.xml │ ├── misc.xml │ ├── modules.xml │ ├── scala_compiler.xml │ └── workspace.xml ├── SparkStreamingHbaseLocal.iml ├── pom.xml ├── src │ └── main │ │ ├── resources │ │ └── application.conf │ │ └── scala │ │ ├── execute │ │ └── ReadKafka.scala │ │ └── until │ │ ├── ConfigUtils.scala │ │ ├── HbaseUtils.scala │ │ ├── ParamsUtils.scala │ │ ├── ResolveUtils.scala │ │ └── SparkUtils.scala └── target │ └── classes │ ├── application.conf │ ├── execute │ ├── ReadKafka$$anonfun$main$1$$anonfun$apply$2.class │ ├── ReadKafka$$anonfun$main$1.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$1.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$3.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$4.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$5.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$6.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$7.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$8$$anonfun$apply$9.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$8.class │ ├── ReadKafka$$anonfun$main$2.class │ ├── ReadKafka$.class │ └── ReadKafka.class │ └── until │ ├── ConfigUtils$$anonfun$1.class │ ├── ConfigUtils$$anonfun$2.class │ ├── ConfigUtils$.class │ ├── ConfigUtils.class │ ├── HbaseUtils$$anonfun$1.class │ ├── HbaseUtils$$anonfun$2.class │ ├── HbaseUtils$$anonfun$3.class │ ├── HbaseUtils$.class │ ├── HbaseUtils.class │ ├── ParamsUtils$.class │ ├── ParamsUtils$hbase$.class │ ├── ParamsUtils$kafka$.class │ ├── ParamsUtils$mysql$.class │ ├── ParamsUtils.class │ ├── ResolveUtils$.class │ ├── ResolveUtils.class │ ├── SparkUtils$$anonfun$1.class │ ├── SparkUtils$$anonfun$setFromOffsets$1.class │ ├── SparkUtils$.class │ └── SparkUtils.class ├── TFIDF └── TFIDF_user_portrait_weight.sql ├── UserprofileHive2Hbase ├── .idea │ ├── codeStyles │ │ └── codeStyleConfig.xml │ ├── compiler.xml │ ├── hydra.xml │ ├── inspectionProfiles │ │ └── Project_Default.xml │ ├── misc.xml │ ├── sbt.xml │ ├── scala_compiler.xml │ ├── uiDesigner.xml │ └── workspace.xml ├── pom.xml ├── src │ └── main │ │ └── scala │ │ └── com │ │ ├── Hive2HbasePre.scala │ │ └── Maintest.scala └── target │ ├── classes.627359758.timestamp │ ├── classes │ └── com │ │ ├── Hive2Hbase$$anonfun$1.class │ │ ├── Hive2Hbase$$anonfun$2.class │ │ ├── Hive2Hbase$$anonfun$3.class │ │ ├── Hive2Hbase$$anonfun$4.class │ │ ├── Hive2Hbase$.class │ │ ├── Hive2Hbase.class │ │ ├── Hive2HbaseEDA$$anonfun$1$$anonfun$apply$1.class │ │ ├── Hive2HbaseEDA$$anonfun$1$$anonfun$apply$2.class │ │ ├── Hive2HbaseEDA$$anonfun$1.class │ │ ├── Hive2HbaseEDA$$anonfun$2.class │ │ ├── Hive2HbaseEDA$$anonfun$3.class │ │ ├── Hive2HbaseEDA$$anonfun$4.class │ │ ├── Hive2HbaseEDA$.class │ │ ├── Hive2HbaseEDA.class │ │ ├── Hive2HbasePre$$anonfun$1$$anonfun$apply$1.class │ │ ├── Hive2HbasePre$$anonfun$1$$anonfun$apply$2.class │ │ ├── Hive2HbasePre$$anonfun$1.class │ │ ├── Hive2HbasePre$$anonfun$2.class │ │ ├── Hive2HbasePre$$anonfun$3.class │ │ ├── Hive2HbasePre$$anonfun$4.class │ │ ├── Hive2HbasePre$.class │ │ ├── Hive2HbasePre.class │ │ ├── Maintest$$anonfun$1.class │ │ ├── Maintest$$anonfun$2.class │ │ ├── Maintest$$anonfun$3.class │ │ ├── Maintest$$anonfun$main$1.class │ │ ├── Maintest$$anonfun$main$2.class │ │ ├── Maintest$$anonfun$main$3.class │ │ ├── Maintest$$anonfun$main$4.class │ │ ├── Maintest$.class │ │ └── Maintest.class │ ├── maven-archiver │ └── pom.properties │ └── maven-status │ └── maven-compiler-plugin │ ├── compile │ └── default-compile │ │ └── inputFiles.lst │ └── testCompile │ └── default-testCompile │ └── inputFiles.lst ├── first-session ├── .idea │ ├── codeStyles │ │ ├── Project.xml │ │ └── codeStyleConfig.xml │ ├── compiler.xml │ ├── hydra.xml │ ├── inspectionProfiles │ │ └── Project_Default.xml │ ├── libraries │ │ ├── Maven__aopalliance_aopalliance_1_0.xml │ │ ├── Maven__com_chuusai_shapeless_2_11_2_0_0.xml │ │ ├── Maven__com_clearspring_analytics_stream_2_7_0.xml │ │ ├── Maven__com_esotericsoftware_kryo_shaded_3_0_3.xml │ │ ├── Maven__com_esotericsoftware_minlog_1_3_0.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_annotations_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_core_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_databind_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_module_jackson_module_paranamer_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_module_jackson_module_scala_2_11_2_6_5.xml │ │ ├── Maven__com_github_fommil_netlib_core_1_1_2.xml │ │ ├── Maven__com_github_rwl_jtransforms_2_4_0.xml │ │ ├── Maven__com_google_code_findbugs_jsr305_1_3_9.xml │ │ ├── Maven__com_google_guava_guava_14_0_1.xml │ │ ├── Maven__com_google_inject_guice_3_0.xml │ │ ├── Maven__com_google_protobuf_protobuf_java_2_5_0.xml │ │ ├── Maven__com_ning_compress_lzf_1_0_3.xml │ │ ├── Maven__com_thoughtworks_paranamer_paranamer_2_6.xml │ │ ├── Maven__com_twitter_chill_2_11_0_8_0.xml │ │ ├── Maven__com_twitter_chill_java_0_8_0.xml │ │ ├── Maven__com_univocity_univocity_parsers_2_2_1.xml │ │ ├── Maven__commons_beanutils_commons_beanutils_1_7_0.xml │ │ ├── Maven__commons_beanutils_commons_beanutils_core_1_8_0.xml │ │ ├── Maven__commons_cli_commons_cli_1_2.xml │ │ ├── Maven__commons_codec_commons_codec_1_3.xml │ │ ├── Maven__commons_collections_commons_collections_3_2_1.xml │ │ ├── Maven__commons_configuration_commons_configuration_1_6.xml │ │ ├── Maven__commons_digester_commons_digester_1_8.xml │ │ ├── Maven__commons_httpclient_commons_httpclient_3_1.xml │ │ ├── Maven__commons_io_commons_io_2_1.xml │ │ ├── Maven__commons_lang_commons_lang_2_5.xml │ │ ├── Maven__commons_net_commons_net_2_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_core_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_graphite_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_json_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_jvm_3_1_2.xml │ │ ├── Maven__io_netty_netty_3_8_0_Final.xml │ │ ├── Maven__io_netty_netty_all_4_0_42_Final.xml │ │ ├── Maven__javax_annotation_javax_annotation_api_1_2.xml │ │ ├── Maven__javax_inject_javax_inject_1.xml │ │ ├── Maven__javax_servlet_javax_servlet_api_3_1_0.xml │ │ ├── Maven__javax_validation_validation_api_1_1_0_Final.xml │ │ ├── Maven__javax_ws_rs_javax_ws_rs_api_2_0_1.xml │ │ ├── Maven__log4j_log4j_1_2_17.xml │ │ ├── Maven__net_java_dev_jets3t_jets3t_0_7_1.xml │ │ ├── Maven__net_jpountz_lz4_lz4_1_3_0.xml │ │ ├── Maven__net_razorvine_pyrolite_4_13.xml │ │ ├── Maven__net_sf_opencsv_opencsv_2_3.xml │ │ ├── Maven__net_sf_py4j_py4j_0_10_4.xml │ │ ├── Maven__net_sourceforge_f2j_arpack_combined_all_0_1.xml │ │ ├── Maven__org_antlr_antlr4_runtime_4_5_3.xml │ │ ├── Maven__org_apache_avro_avro_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_ipc_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_ipc_tests_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_mapred_hadoop2_1_7_7.xml │ │ ├── Maven__org_apache_commons_commons_compress_1_4_1.xml │ │ ├── Maven__org_apache_commons_commons_crypto_1_0_0.xml │ │ ├── Maven__org_apache_commons_commons_lang3_3_5.xml │ │ ├── Maven__org_apache_commons_commons_math3_3_4_1.xml │ │ ├── Maven__org_apache_commons_commons_math_2_1.xml │ │ ├── Maven__org_apache_curator_curator_client_2_4_0.xml │ │ ├── Maven__org_apache_curator_curator_framework_2_4_0.xml │ │ ├── Maven__org_apache_curator_curator_recipes_2_4_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_annotations_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_auth_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_client_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_hdfs_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_app_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_core_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_jobclient_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_shuffle_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_api_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_client_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_server_common_2_2_0.xml │ │ ├── Maven__org_apache_ivy_ivy_2_4_0.xml │ │ ├── Maven__org_apache_parquet_parquet_column_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_common_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_encoding_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_format_2_3_0_incubating.xml │ │ ├── Maven__org_apache_parquet_parquet_hadoop_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_jackson_1_8_1.xml │ │ ├── Maven__org_apache_spark_spark_catalyst_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_core_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_graphx_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_launcher_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_mllib_local_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_network_common_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_network_shuffle_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_sketch_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_sql_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_tags_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_unsafe_2_11_2_1_1.xml │ │ ├── Maven__org_apache_xbean_xbean_asm5_shaded_4_4.xml │ │ ├── Maven__org_apache_zookeeper_zookeeper_3_4_5.xml │ │ ├── Maven__org_codehaus_jackson_jackson_core_asl_1_9_13.xml │ │ ├── Maven__org_codehaus_jackson_jackson_mapper_asl_1_9_13.xml │ │ ├── Maven__org_codehaus_janino_commons_compiler_3_0_0.xml │ │ ├── Maven__org_codehaus_janino_janino_3_0_0.xml │ │ ├── Maven__org_fusesource_leveldbjni_leveldbjni_all_1_8.xml │ │ ├── Maven__org_glassfish_hk2_external_aopalliance_repackaged_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_external_javax_inject_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_api_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_locator_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_utils_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_osgi_resource_locator_1_0_1.xml │ │ ├── Maven__org_glassfish_jersey_bundles_repackaged_jersey_guava_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_containers_jersey_container_servlet_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_containers_jersey_container_servlet_core_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_client_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_common_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_server_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_media_jersey_media_jaxb_2_22_2.xml │ │ ├── Maven__org_javassist_javassist_3_18_1_GA.xml │ │ ├── Maven__org_json4s_json4s_ast_2_11_3_2_11.xml │ │ ├── Maven__org_json4s_json4s_core_2_11_3_2_11.xml │ │ ├── Maven__org_json4s_json4s_jackson_2_11_3_2_11.xml │ │ ├── Maven__org_mortbay_jetty_jetty_util_6_1_26.xml │ │ ├── Maven__org_objenesis_objenesis_2_1.xml │ │ ├── Maven__org_roaringbitmap_RoaringBitmap_0_5_11.xml │ │ ├── Maven__org_scala_lang_modules_scala_parser_combinators_2_11_1_0_1.xml │ │ ├── Maven__org_scala_lang_modules_scala_xml_2_11_1_0_1.xml │ │ ├── Maven__org_scala_lang_scala_compiler_2_11_0.xml │ │ ├── Maven__org_scala_lang_scala_library_2_11_8.xml │ │ ├── Maven__org_scala_lang_scala_reflect_2_11_7.xml │ │ ├── Maven__org_scala_lang_scalap_2_11_0.xml │ │ ├── Maven__org_scalanlp_breeze_2_11_0_12.xml │ │ ├── Maven__org_scalanlp_breeze_macros_2_11_0_12.xml │ │ ├── Maven__org_slf4j_jcl_over_slf4j_1_7_16.xml │ │ ├── Maven__org_slf4j_jul_to_slf4j_1_7_16.xml │ │ ├── Maven__org_slf4j_slf4j_api_1_7_16.xml │ │ ├── Maven__org_slf4j_slf4j_log4j12_1_7_16.xml │ │ ├── Maven__org_spark_project_spark_unused_1_0_0.xml │ │ ├── Maven__org_spire_math_spire_2_11_0_7_4.xml │ │ ├── Maven__org_spire_math_spire_macros_2_11_0_7_4.xml │ │ ├── Maven__org_tukaani_xz_1_0.xml │ │ ├── Maven__org_xerial_snappy_snappy_java_1_1_2_6.xml │ │ ├── Maven__oro_oro_2_0_8.xml │ │ └── Maven__xmlenc_xmlenc_0_52.xml │ ├── misc.xml │ ├── modules.xml │ ├── sbt.xml │ ├── scala_compiler.xml │ ├── uiDesigner.xml │ └── workspace.xml ├── cookiesession ├── first-session.iml ├── pom.xml ├── src │ └── main │ │ ├── resources │ │ └── user.txt │ │ └── scala │ │ └── com │ │ ├── graph │ │ ├── SecondSession.scala │ │ └── SparkSql.scala │ │ ├── session │ │ └── AppTest.scala │ │ └── utils │ │ └── DateUtils.scala └── target │ └── classes │ ├── META-INF │ └── first-session.kotlin_module │ ├── com │ ├── graph │ │ ├── FirstSession$$anonfun$1.class │ │ ├── FirstSession$$anonfun$2.class │ │ ├── FirstSession$$anonfun$3.class │ │ ├── FirstSession$$anonfun$4.class │ │ ├── FirstSession$$anonfun$5.class │ │ ├── FirstSession$$anonfun$6$$anonfun$7.class │ │ ├── FirstSession$$anonfun$6$$anonfun$8.class │ │ ├── FirstSession$$anonfun$6.class │ │ ├── FirstSession$$anonfun$9.class │ │ ├── FirstSession$.class │ │ ├── FirstSession.class │ │ ├── SecondSession$$anonfun$1.class │ │ ├── SecondSession$$anonfun$2.class │ │ ├── SecondSession$$anonfun$3.class │ │ ├── SecondSession$$anonfun$4.class │ │ ├── SecondSession$$anonfun$5.class │ │ ├── SecondSession$$anonfun$6$$anonfun$7.class │ │ ├── SecondSession$$anonfun$6.class │ │ ├── SecondSession$$anonfun$8.class │ │ ├── SecondSession$.class │ │ ├── SecondSession.class │ │ ├── SparkSql$$anonfun$1.class │ │ ├── SparkSql$$anonfun$10.class │ │ ├── SparkSql$$anonfun$2.class │ │ ├── SparkSql$$anonfun$3.class │ │ ├── SparkSql$$anonfun$4.class │ │ ├── SparkSql$$anonfun$5$$anonfun$6.class │ │ ├── SparkSql$$anonfun$5.class │ │ ├── SparkSql$$anonfun$7.class │ │ ├── SparkSql$$anonfun$8.class │ │ ├── SparkSql$$anonfun$9.class │ │ ├── SparkSql$$anonfun$main$1.class │ │ ├── SparkSql$.class │ │ └── SparkSql.class │ ├── session │ │ ├── AppTest$$anonfun$1.class │ │ ├── AppTest$$anonfun$main$1.class │ │ ├── AppTest$$anonfun$main$2$$anonfun$apply$1$$anonfun$apply$2.class │ │ ├── AppTest$$anonfun$main$2$$anonfun$apply$1.class │ │ ├── AppTest$$anonfun$main$2.class │ │ ├── AppTest$$anonfun$main$3.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$2.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$3.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$4.class │ │ ├── AppTest$$anonfun$main$4.class │ │ ├── AppTest$.class │ │ └── AppTest.class │ └── utils │ │ ├── DateUtils$.class │ │ └── DateUtils.class │ └── user.txt ├── 第一章 └── dw.user_info_whole_df.sql ├── 第三章 ├── UserprofileHive2Hbase │ ├── .idea │ │ ├── codeStyles │ │ │ └── codeStyleConfig.xml │ │ ├── compiler.xml │ │ ├── hydra.xml │ │ ├── inspectionProfiles │ │ │ └── Project_Default.xml │ │ ├── misc.xml │ │ ├── sbt.xml │ │ ├── scala_compiler.xml │ │ ├── uiDesigner.xml │ │ └── workspace.xml │ ├── pom.xml │ ├── src │ │ └── main │ │ │ └── scala │ │ │ └── com │ │ │ ├── Hive2HbasePre.scala │ │ │ └── Maintest.scala │ └── target │ │ ├── classes.627359758.timestamp │ │ ├── classes │ │ └── com │ │ │ ├── Hive2Hbase$$anonfun$1.class │ │ │ ├── Hive2Hbase$$anonfun$2.class │ │ │ ├── Hive2Hbase$$anonfun$3.class │ │ │ ├── Hive2Hbase$$anonfun$4.class │ │ │ ├── Hive2Hbase$.class │ │ │ ├── Hive2Hbase.class │ │ │ ├── Hive2HbaseEDA$$anonfun$1$$anonfun$apply$1.class │ │ │ ├── Hive2HbaseEDA$$anonfun$1$$anonfun$apply$2.class │ │ │ ├── Hive2HbaseEDA$$anonfun$1.class │ │ │ ├── Hive2HbaseEDA$$anonfun$2.class │ │ │ ├── Hive2HbaseEDA$$anonfun$3.class │ │ │ ├── Hive2HbaseEDA$$anonfun$4.class │ │ │ ├── Hive2HbaseEDA$.class │ │ │ ├── Hive2HbaseEDA.class │ │ │ ├── Hive2HbasePre$$anonfun$1$$anonfun$apply$1.class │ │ │ ├── Hive2HbasePre$$anonfun$1$$anonfun$apply$2.class │ │ │ ├── Hive2HbasePre$$anonfun$1.class │ │ │ ├── Hive2HbasePre$$anonfun$2.class │ │ │ ├── Hive2HbasePre$$anonfun$3.class │ │ │ ├── Hive2HbasePre$$anonfun$4.class │ │ │ ├── Hive2HbasePre$.class │ │ │ ├── Hive2HbasePre.class │ │ │ ├── Maintest$$anonfun$1.class │ │ │ ├── Maintest$$anonfun$2.class │ │ │ ├── Maintest$$anonfun$3.class │ │ │ ├── Maintest$$anonfun$main$1.class │ │ │ ├── Maintest$$anonfun$main$2.class │ │ │ ├── Maintest$$anonfun$main$3.class │ │ │ ├── Maintest$$anonfun$main$4.class │ │ │ ├── Maintest$.class │ │ │ └── Maintest.class │ │ ├── maven-archiver │ │ └── pom.properties │ │ └── maven-status │ │ └── maven-compiler-plugin │ │ ├── compile │ │ └── default-compile │ │ │ └── inputFiles.lst │ │ └── testCompile │ │ └── default-testCompile │ │ └── inputFiles.lst ├── check_hive_es.py └── check_hive_hbase.py ├── 第九章 └── first-session │ ├── .idea │ ├── codeStyles │ │ ├── Project.xml │ │ └── codeStyleConfig.xml │ ├── compiler.xml │ ├── hydra.xml │ ├── inspectionProfiles │ │ └── Project_Default.xml │ ├── libraries │ │ ├── Maven__aopalliance_aopalliance_1_0.xml │ │ ├── Maven__com_chuusai_shapeless_2_11_2_0_0.xml │ │ ├── Maven__com_clearspring_analytics_stream_2_7_0.xml │ │ ├── Maven__com_esotericsoftware_kryo_shaded_3_0_3.xml │ │ ├── Maven__com_esotericsoftware_minlog_1_3_0.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_annotations_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_core_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_core_jackson_databind_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_module_jackson_module_paranamer_2_6_5.xml │ │ ├── Maven__com_fasterxml_jackson_module_jackson_module_scala_2_11_2_6_5.xml │ │ ├── Maven__com_github_fommil_netlib_core_1_1_2.xml │ │ ├── Maven__com_github_rwl_jtransforms_2_4_0.xml │ │ ├── Maven__com_google_code_findbugs_jsr305_1_3_9.xml │ │ ├── Maven__com_google_guava_guava_14_0_1.xml │ │ ├── Maven__com_google_inject_guice_3_0.xml │ │ ├── Maven__com_google_protobuf_protobuf_java_2_5_0.xml │ │ ├── Maven__com_ning_compress_lzf_1_0_3.xml │ │ ├── Maven__com_thoughtworks_paranamer_paranamer_2_6.xml │ │ ├── Maven__com_twitter_chill_2_11_0_8_0.xml │ │ ├── Maven__com_twitter_chill_java_0_8_0.xml │ │ ├── Maven__com_univocity_univocity_parsers_2_2_1.xml │ │ ├── Maven__commons_beanutils_commons_beanutils_1_7_0.xml │ │ ├── Maven__commons_beanutils_commons_beanutils_core_1_8_0.xml │ │ ├── Maven__commons_cli_commons_cli_1_2.xml │ │ ├── Maven__commons_codec_commons_codec_1_3.xml │ │ ├── Maven__commons_collections_commons_collections_3_2_1.xml │ │ ├── Maven__commons_configuration_commons_configuration_1_6.xml │ │ ├── Maven__commons_digester_commons_digester_1_8.xml │ │ ├── Maven__commons_httpclient_commons_httpclient_3_1.xml │ │ ├── Maven__commons_io_commons_io_2_1.xml │ │ ├── Maven__commons_lang_commons_lang_2_5.xml │ │ ├── Maven__commons_net_commons_net_2_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_core_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_graphite_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_json_3_1_2.xml │ │ ├── Maven__io_dropwizard_metrics_metrics_jvm_3_1_2.xml │ │ ├── Maven__io_netty_netty_3_8_0_Final.xml │ │ ├── Maven__io_netty_netty_all_4_0_42_Final.xml │ │ ├── Maven__javax_annotation_javax_annotation_api_1_2.xml │ │ ├── Maven__javax_inject_javax_inject_1.xml │ │ ├── Maven__javax_servlet_javax_servlet_api_3_1_0.xml │ │ ├── Maven__javax_validation_validation_api_1_1_0_Final.xml │ │ ├── Maven__javax_ws_rs_javax_ws_rs_api_2_0_1.xml │ │ ├── Maven__log4j_log4j_1_2_17.xml │ │ ├── Maven__net_java_dev_jets3t_jets3t_0_7_1.xml │ │ ├── Maven__net_jpountz_lz4_lz4_1_3_0.xml │ │ ├── Maven__net_razorvine_pyrolite_4_13.xml │ │ ├── Maven__net_sf_opencsv_opencsv_2_3.xml │ │ ├── Maven__net_sf_py4j_py4j_0_10_4.xml │ │ ├── Maven__net_sourceforge_f2j_arpack_combined_all_0_1.xml │ │ ├── Maven__org_antlr_antlr4_runtime_4_5_3.xml │ │ ├── Maven__org_apache_avro_avro_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_ipc_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_ipc_tests_1_7_7.xml │ │ ├── Maven__org_apache_avro_avro_mapred_hadoop2_1_7_7.xml │ │ ├── Maven__org_apache_commons_commons_compress_1_4_1.xml │ │ ├── Maven__org_apache_commons_commons_crypto_1_0_0.xml │ │ ├── Maven__org_apache_commons_commons_lang3_3_5.xml │ │ ├── Maven__org_apache_commons_commons_math3_3_4_1.xml │ │ ├── Maven__org_apache_commons_commons_math_2_1.xml │ │ ├── Maven__org_apache_curator_curator_client_2_4_0.xml │ │ ├── Maven__org_apache_curator_curator_framework_2_4_0.xml │ │ ├── Maven__org_apache_curator_curator_recipes_2_4_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_annotations_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_auth_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_client_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_hdfs_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_app_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_core_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_jobclient_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_mapreduce_client_shuffle_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_api_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_client_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_common_2_2_0.xml │ │ ├── Maven__org_apache_hadoop_hadoop_yarn_server_common_2_2_0.xml │ │ ├── Maven__org_apache_ivy_ivy_2_4_0.xml │ │ ├── Maven__org_apache_parquet_parquet_column_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_common_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_encoding_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_format_2_3_0_incubating.xml │ │ ├── Maven__org_apache_parquet_parquet_hadoop_1_8_1.xml │ │ ├── Maven__org_apache_parquet_parquet_jackson_1_8_1.xml │ │ ├── Maven__org_apache_spark_spark_catalyst_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_core_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_graphx_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_launcher_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_mllib_local_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_network_common_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_network_shuffle_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_sketch_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_sql_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_tags_2_11_2_1_1.xml │ │ ├── Maven__org_apache_spark_spark_unsafe_2_11_2_1_1.xml │ │ ├── Maven__org_apache_xbean_xbean_asm5_shaded_4_4.xml │ │ ├── Maven__org_apache_zookeeper_zookeeper_3_4_5.xml │ │ ├── Maven__org_codehaus_jackson_jackson_core_asl_1_9_13.xml │ │ ├── Maven__org_codehaus_jackson_jackson_mapper_asl_1_9_13.xml │ │ ├── Maven__org_codehaus_janino_commons_compiler_3_0_0.xml │ │ ├── Maven__org_codehaus_janino_janino_3_0_0.xml │ │ ├── Maven__org_fusesource_leveldbjni_leveldbjni_all_1_8.xml │ │ ├── Maven__org_glassfish_hk2_external_aopalliance_repackaged_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_external_javax_inject_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_api_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_locator_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_hk2_utils_2_4_0_b34.xml │ │ ├── Maven__org_glassfish_hk2_osgi_resource_locator_1_0_1.xml │ │ ├── Maven__org_glassfish_jersey_bundles_repackaged_jersey_guava_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_containers_jersey_container_servlet_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_containers_jersey_container_servlet_core_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_client_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_common_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_core_jersey_server_2_22_2.xml │ │ ├── Maven__org_glassfish_jersey_media_jersey_media_jaxb_2_22_2.xml │ │ ├── Maven__org_javassist_javassist_3_18_1_GA.xml │ │ ├── Maven__org_json4s_json4s_ast_2_11_3_2_11.xml │ │ ├── Maven__org_json4s_json4s_core_2_11_3_2_11.xml │ │ ├── Maven__org_json4s_json4s_jackson_2_11_3_2_11.xml │ │ ├── Maven__org_mortbay_jetty_jetty_util_6_1_26.xml │ │ ├── Maven__org_objenesis_objenesis_2_1.xml │ │ ├── Maven__org_roaringbitmap_RoaringBitmap_0_5_11.xml │ │ ├── Maven__org_scala_lang_modules_scala_parser_combinators_2_11_1_0_1.xml │ │ ├── Maven__org_scala_lang_modules_scala_xml_2_11_1_0_1.xml │ │ ├── Maven__org_scala_lang_scala_compiler_2_11_0.xml │ │ ├── Maven__org_scala_lang_scala_library_2_11_8.xml │ │ ├── Maven__org_scala_lang_scala_reflect_2_11_7.xml │ │ ├── Maven__org_scala_lang_scalap_2_11_0.xml │ │ ├── Maven__org_scalanlp_breeze_2_11_0_12.xml │ │ ├── Maven__org_scalanlp_breeze_macros_2_11_0_12.xml │ │ ├── Maven__org_slf4j_jcl_over_slf4j_1_7_16.xml │ │ ├── Maven__org_slf4j_jul_to_slf4j_1_7_16.xml │ │ ├── Maven__org_slf4j_slf4j_api_1_7_16.xml │ │ ├── Maven__org_slf4j_slf4j_log4j12_1_7_16.xml │ │ ├── Maven__org_spark_project_spark_unused_1_0_0.xml │ │ ├── Maven__org_spire_math_spire_2_11_0_7_4.xml │ │ ├── Maven__org_spire_math_spire_macros_2_11_0_7_4.xml │ │ ├── Maven__org_tukaani_xz_1_0.xml │ │ ├── Maven__org_xerial_snappy_snappy_java_1_1_2_6.xml │ │ ├── Maven__oro_oro_2_0_8.xml │ │ └── Maven__xmlenc_xmlenc_0_52.xml │ ├── misc.xml │ ├── modules.xml │ ├── sbt.xml │ ├── scala_compiler.xml │ ├── uiDesigner.xml │ └── workspace.xml │ ├── cookiesession │ ├── first-session.iml │ ├── pom.xml │ ├── src │ └── main │ │ ├── resources │ │ └── user.txt │ │ └── scala │ │ └── com │ │ ├── graph │ │ ├── SecondSession.scala │ │ └── SparkSql.scala │ │ ├── session │ │ └── AppTest.scala │ │ └── utils │ │ └── DateUtils.scala │ └── target │ └── classes │ ├── META-INF │ └── first-session.kotlin_module │ ├── com │ ├── graph │ │ ├── FirstSession$$anonfun$1.class │ │ ├── FirstSession$$anonfun$2.class │ │ ├── FirstSession$$anonfun$3.class │ │ ├── FirstSession$$anonfun$4.class │ │ ├── FirstSession$$anonfun$5.class │ │ ├── FirstSession$$anonfun$6$$anonfun$7.class │ │ ├── FirstSession$$anonfun$6$$anonfun$8.class │ │ ├── FirstSession$$anonfun$6.class │ │ ├── FirstSession$$anonfun$9.class │ │ ├── FirstSession$.class │ │ ├── FirstSession.class │ │ ├── SecondSession$$anonfun$1.class │ │ ├── SecondSession$$anonfun$2.class │ │ ├── SecondSession$$anonfun$3.class │ │ ├── SecondSession$$anonfun$4.class │ │ ├── SecondSession$$anonfun$5.class │ │ ├── SecondSession$$anonfun$6$$anonfun$7.class │ │ ├── SecondSession$$anonfun$6.class │ │ ├── SecondSession$$anonfun$8.class │ │ ├── SecondSession$.class │ │ ├── SecondSession.class │ │ ├── SparkSql$$anonfun$1.class │ │ ├── SparkSql$$anonfun$10.class │ │ ├── SparkSql$$anonfun$2.class │ │ ├── SparkSql$$anonfun$3.class │ │ ├── SparkSql$$anonfun$4.class │ │ ├── SparkSql$$anonfun$5$$anonfun$6.class │ │ ├── SparkSql$$anonfun$5.class │ │ ├── SparkSql$$anonfun$7.class │ │ ├── SparkSql$$anonfun$8.class │ │ ├── SparkSql$$anonfun$9.class │ │ ├── SparkSql$$anonfun$main$1.class │ │ ├── SparkSql$.class │ │ └── SparkSql.class │ ├── session │ │ ├── AppTest$$anonfun$1.class │ │ ├── AppTest$$anonfun$main$1.class │ │ ├── AppTest$$anonfun$main$2$$anonfun$apply$1$$anonfun$apply$2.class │ │ ├── AppTest$$anonfun$main$2$$anonfun$apply$1.class │ │ ├── AppTest$$anonfun$main$2.class │ │ ├── AppTest$$anonfun$main$3.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$2.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$3.class │ │ ├── AppTest$$anonfun$main$4$$anonfun$4.class │ │ ├── AppTest$$anonfun$main$4.class │ │ ├── AppTest$.class │ │ └── AppTest.class │ └── utils │ │ ├── DateUtils$.class │ │ └── DateUtils.class │ └── user.txt ├── 第六章 ├── main_workflow.py └── userprofile_workflow.py └── 第四章 ├── SparkStreamingHbaseLocal ├── .idea │ ├── SparkStreamingHbaseLocal.iml │ ├── codeStyles │ │ └── codeStyleConfig.xml │ ├── compiler.xml │ ├── misc.xml │ ├── modules.xml │ ├── scala_compiler.xml │ └── workspace.xml ├── SparkStreamingHbaseLocal.iml ├── pom.xml ├── src │ └── main │ │ ├── resources │ │ └── application.conf │ │ └── scala │ │ ├── execute │ │ └── ReadKafka.scala │ │ └── until │ │ ├── ConfigUtils.scala │ │ ├── HbaseUtils.scala │ │ ├── ParamsUtils.scala │ │ ├── ResolveUtils.scala │ │ └── SparkUtils.scala └── target │ └── classes │ ├── application.conf │ ├── execute │ ├── ReadKafka$$anonfun$main$1$$anonfun$apply$2.class │ ├── ReadKafka$$anonfun$main$1.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$1.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$3.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$4.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$5.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$6.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$7.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$8$$anonfun$apply$9.class │ ├── ReadKafka$$anonfun$main$2$$anonfun$apply$8.class │ ├── ReadKafka$$anonfun$main$2.class │ ├── ReadKafka$.class │ └── ReadKafka.class │ └── until │ ├── ConfigUtils$$anonfun$1.class │ ├── ConfigUtils$$anonfun$2.class │ ├── ConfigUtils$.class │ ├── ConfigUtils.class │ ├── HbaseUtils$$anonfun$1.class │ ├── HbaseUtils$$anonfun$2.class │ ├── HbaseUtils$$anonfun$3.class │ ├── HbaseUtils$.class │ ├── HbaseUtils.class │ ├── ParamsUtils$.class │ ├── ParamsUtils$hbase$.class │ ├── ParamsUtils$kafka$.class │ ├── ParamsUtils$mysql$.class │ ├── ParamsUtils.class │ ├── ResolveUtils$.class │ ├── ResolveUtils.class │ ├── SparkUtils$$anonfun$1.class │ ├── SparkUtils$$anonfun$setFromOffsets$1.class │ ├── SparkUtils$.class │ └── SparkUtils.class ├── TFIDF └── TFIDF_user_portrait_weight.sql ├── user_relation_portrait_recommend.sql ├── userprofile_userid_RFM_value.py ├── userprofile_userid_paidinfo.py ├── userprofile_userid_return_goods_rate.py └── userprofile_userid_sms_blacklist.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.TFIDF linguist-language=sql -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # User-Portrait 2 | 《用户画像：方法论与工程化解决方案》 3 | 书中案例的参考代码 4 | -------------------------------------------------------------------------------- /SparkStreamingHbaseLocal/.idea/codeStyles/codeStyleConfig.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 5 | -------------------------------------------------------------------------------- /SparkStreamingHbaseLocal/.idea/compiler.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | -------------------------------------------------------------------------------- /SparkStreamingHbaseLocal/.idea/modules.xml: 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