├── .idea ├── .name ├── compiler.xml ├── hydra.xml ├── libraries │ ├── Maven__antlr_antlr_2_7_7.xml │ ├── Maven__aopalliance_aopalliance_1_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_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_googlecode_javaewah_JavaEWAH_0_3_2.xml │ ├── Maven__com_jolbox_bonecp_0_8_0_RELEASE.xml │ ├── Maven__com_ning_compress_lzf_1_0_3.xml │ ├── Maven__com_thoughtworks_paranamer_paranamer_2_3.xml │ ├── Maven__com_twitter_chill_2_11_0_8_0.xml │ ├── Maven__com_twitter_chill_java_0_8_0.xml │ ├── Maven__com_twitter_parquet_hadoop_bundle_1_6_0.xml │ ├── Maven__com_univocity_univocity_parsers_2_2_1.xml │ ├── Maven__commons_beanutils_commons_beanutils_1_9_3.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_10.xml │ ├── Maven__commons_collections_commons_collections_3_2_1.xml │ ├── Maven__commons_configuration_commons_configuration_1_6.xml │ ├── Maven__commons_dbcp_commons_dbcp_1_4.xml │ ├── Maven__commons_digester_commons_digester_1_8.xml │ ├── Maven__commons_httpclient_commons_httpclient_3_1.xml │ ├── Maven__commons_io_commons_io_2_4.xml │ ├── Maven__commons_lang_commons_lang_2_5.xml │ ├── Maven__commons_logging_commons_logging_1_1_1.xml │ ├── Maven__commons_net_commons_net_2_2.xml │ ├── Maven__commons_pool_commons_pool_1_5_4.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_jdo_jdo_api_3_0_1.xml │ ├── Maven__javax_servlet_javax_servlet_api_3_1_0.xml │ ├── Maven__javax_transaction_jta_1_1.xml │ ├── Maven__javax_validation_validation_api_1_1_0_Final.xml │ ├── Maven__javax_ws_rs_javax_ws_rs_api_2_0_1.xml │ ├── Maven__javolution_javolution_5_5_1.xml │ ├── Maven__joda_time_joda_time_2_9_9.xml │ ├── Maven__log4j_apache_log4j_extras_1_2_17.xml │ ├── Maven__log4j_log4j_1_2_17.xml │ ├── Maven__mysql_mysql_connector_java_5_1_6.xml │ ├── Maven__net_hydromatic_eigenbase_properties_1_1_5.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_ezmorph_ezmorph_1_0_6.xml │ ├── Maven__net_sf_json_lib_json_lib_jdk15_2_4.xml │ ├── Maven__net_sf_opencsv_opencsv_2_3.xml │ ├── Maven__net_sf_py4j_py4j_0_10_4.xml │ ├── Maven__org_antlr_ST4_4_0_4.xml │ ├── Maven__org_antlr_antlr4_runtime_4_5_3.xml │ ├── Maven__org_antlr_antlr_runtime_3_4.xml │ ├── Maven__org_antlr_stringtemplate_3_2_1.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_calcite_calcite_avatica_1_2_0_incubating.xml │ ├── Maven__org_apache_calcite_calcite_core_1_2_0_incubating.xml │ ├── Maven__org_apache_calcite_calcite_linq4j_1_2_0_incubating.xml │ ├── Maven__org_apache_commons_commons_compress_1_4_1.xml │ ├── Maven__org_apache_commons_commons_configuration2_2_2.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_lang3_3_6.xml │ ├── Maven__org_apache_commons_commons_math3_3_4_1.xml │ ├── Maven__org_apache_commons_commons_math_2_1.xml │ ├── Maven__org_apache_commons_commons_pool2_2_4_2.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_derby_derby_10_10_2_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_httpcomponents_httpclient_4_5_2.xml │ ├── Maven__org_apache_httpcomponents_httpcore_4_4_4.xml │ ├── Maven__org_apache_ivy_ivy_2_4_0.xml │ ├── Maven__org_apache_kafka_kafka_clients_0_10_2_1.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_hive_2_11_2_1_1.xml │ ├── Maven__org_apache_spark_spark_launcher_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_thrift_libfb303_0_9_3.xml │ ├── Maven__org_apache_thrift_libthrift_0_9_3.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_datanucleus_datanucleus_api_jdo_3_2_6.xml │ ├── Maven__org_datanucleus_datanucleus_core_3_2_10.xml │ ├── Maven__org_datanucleus_datanucleus_rdbms_3_2_9.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_iq80_snappy_snappy_0_2.xml │ ├── Maven__org_javassist_javassist_3_18_1_GA.xml │ ├── Maven__org_jodd_jodd_core_3_5_2.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_slf4j_jcl_over_slf4j_1_7_22.xml │ ├── Maven__org_slf4j_jul_to_slf4j_1_7_16.xml │ ├── Maven__org_slf4j_slf4j_api_1_7_22.xml │ ├── Maven__org_slf4j_slf4j_log4j12_1_7_22.xml │ ├── Maven__org_spark_project_hive_hive_exec_1_2_1_spark2.xml │ ├── Maven__org_spark_project_hive_hive_metastore_1_2_1_spark2.xml │ ├── Maven__org_spark_project_spark_unused_1_0_0.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__stax_stax_api_1_0_1.xml │ └── Maven__xmlenc_xmlenc_0_52.xml ├── misc.xml ├── modules.xml ├── scala_compiler.xml └── vcs.xml ├── README.md ├── adversStat ├── pom.xml └── src │ └── main │ └── scala │ ├── AdverStat.scala │ ├── DataModel.scala │ └── JdbcHelper.scala ├── areaStat ├── pom.xml └── src │ └── main │ └── scala │ ├── AreaTop3Stat.scala │ ├── DataModel.scala │ └── GroupConcatDistinct.scala ├── commerce.iml ├── commons ├── commons.iml ├── pom.xml └── src │ └── main │ ├── resources │ ├── commerce.properties │ └── log4j.properties │ └── scala │ └── commons │ ├── conf │ └── ConfigurationManager.scala │ ├── constant │ └── Constants.scala │ ├── model │ └── DataModel.scala │ ├── pool │ └── PooledMySqlClientFactory.scala │ └── utils │ └── Utils.scala ├── derby.log ├── metastore_db ├── README_DO_NOT_TOUCH_FILES.txt ├── db.lck ├── log │ ├── README_DO_NOT_TOUCH_FILES.txt │ ├── log.ctrl │ ├── log1.dat │ └── logmirror.ctrl ├── seg0 │ ├── README_DO_NOT_TOUCH_FILES.txt │ ├── c10.dat │ ├── c101.dat │ ├── c111.dat │ ├── c121.dat │ ├── c130.dat │ ├── c141.dat │ ├── c150.dat │ ├── c161.dat │ ├── c171.dat │ ├── c180.dat │ ├── c191.dat │ ├── c1a1.dat │ ├── c1b1.dat │ ├── c1c0.dat │ ├── c1d1.dat │ ├── c1e0.dat │ ├── c1f1.dat │ ├── c20.dat │ ├── c200.dat │ ├── c211.dat │ ├── c221.dat │ ├── c230.dat │ ├── c241.dat │ ├── c251.dat │ ├── c260.dat │ ├── c271.dat │ ├── c281.dat │ ├── c290.dat │ ├── c2a1.dat │ ├── c2b1.dat │ ├── c2c1.dat │ ├── c2d0.dat │ ├── c2e1.dat │ ├── c2f0.dat │ ├── c300.dat │ ├── c31.dat │ ├── c311.dat │ ├── c321.dat │ ├── c331.dat │ ├── c340.dat │ ├── c351.dat │ ├── c361.dat │ ├── c371.dat │ ├── c380.dat │ ├── c391.dat │ ├── c3a1.dat │ ├── c3b1.dat │ ├── c3c0.dat │ ├── c3d1.dat │ ├── c3e1.dat │ ├── c3f1.dat │ ├── c400.dat │ ├── c41.dat │ ├── c411.dat │ ├── c421.dat │ ├── c430.dat │ ├── c441.dat │ ├── c451.dat │ ├── c461.dat │ ├── c470.dat │ ├── c481.dat │ ├── c490.dat │ ├── c4a1.dat │ ├── c4b0.dat │ ├── c4c1.dat │ ├── c4d1.dat │ ├── c4e1.dat │ ├── c4f0.dat │ ├── c501.dat │ ├── c51.dat │ ├── c510.dat │ ├── c521.dat │ ├── c530.dat │ ├── c541.dat │ ├── c550.dat │ ├── c561.dat │ ├── c570.dat │ ├── c581.dat │ ├── c590.dat │ ├── c5a1.dat │ ├── c5b0.dat │ ├── c5c1.dat │ ├── c5d0.dat │ ├── c5e1.dat │ ├── c5f0.dat │ ├── c60.dat │ ├── c601.dat │ ├── c610.dat │ ├── c621.dat │ ├── c630.dat │ ├── c641.dat │ ├── c650.dat │ ├── c661.dat │ ├── c670.dat │ ├── c681.dat │ ├── c690.dat │ ├── c6a1.dat │ ├── c6b0.dat │ ├── c6c1.dat │ ├── c6d0.dat │ ├── c6e1.dat │ ├── c6f0.dat │ ├── c701.dat │ ├── c71.dat │ ├── c711.dat │ ├── c721.dat │ ├── c731.dat │ ├── c741.dat │ ├── c751.dat │ ├── c761.dat │ ├── c771.dat │ ├── c781.dat │ ├── c791.dat │ ├── c7a1.dat │ ├── c7b1.dat │ ├── c7c1.dat │ ├── c7d1.dat │ ├── c7e1.dat │ ├── c7f1.dat │ ├── c801.dat │ ├── c81.dat │ ├── c811.dat │ ├── c821.dat │ ├── c831.dat │ ├── c840.dat │ ├── c851.dat │ ├── c860.dat │ ├── c871.dat │ ├── c880.dat │ ├── c891.dat │ ├── c8a0.dat │ ├── c8b1.dat │ ├── c8c1.dat │ ├── c8d1.dat │ ├── c8e1.dat │ ├── c8f1.dat │ ├── c90.dat │ ├── c901.dat │ ├── c911.dat │ ├── c920.dat │ ├── c931.dat │ ├── c940.dat │ ├── c951.dat │ ├── c960.dat │ ├── c971.dat │ ├── c981.dat │ ├── c990.dat │ ├── c9a1.dat │ ├── c9b1.dat │ ├── c9c0.dat │ ├── c9d1.dat │ ├── c9e0.dat │ ├── c9f1.dat │ ├── ca01.dat │ ├── ca1.dat │ ├── ca11.dat │ ├── ca21.dat │ ├── cb1.dat │ ├── cc0.dat │ ├── cd1.dat │ ├── ce1.dat │ └── cf0.dat └── service.properties ├── mock ├── mock.iml ├── pom.xml └── src │ └── main │ └── scala │ ├── MockDataGenerate.scala │ └── MockRealTimeData.scala ├── pageState ├── pom.xml └── src │ └── main │ └── scala │ ├── DataModel.scala │ └── PageOneStepConvertRate.scala ├── pom.xml ├── session ├── pom.xml ├── session.iml └── src │ └── main │ └── scala │ ├── DataModel.scala │ ├── SessionAccumulator.scala │ ├── SessionStat.scala │ └── SortKey.scala └── spark-warehouse ├── product_info ├── ._SUCCESS.crc ├── .part-00000-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00001-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00002-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00003-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00004-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00005-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00006-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── .part-00007-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet.crc ├── _SUCCESS ├── part-00000-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00001-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00002-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00003-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00004-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00005-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── part-00006-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet └── part-00007-d6f11586-ac0b-4324-85ca-2b1d088b72f9.snappy.parquet ├── user_info ├── ._SUCCESS.crc ├── .part-00000-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00001-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00002-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00003-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00004-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00005-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00006-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── .part-00007-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet.crc ├── _SUCCESS ├── part-00000-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00001-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00002-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00003-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00004-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00005-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet ├── part-00006-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet └── part-00007-05d63d89-f708-454a-b27d-2d2b52e2fd39.snappy.parquet └── user_visit_action ├── ._SUCCESS.crc ├── .part-00000-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00001-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00002-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00003-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00004-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00005-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00006-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── .part-00007-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet.crc ├── _SUCCESS ├── part-00000-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00001-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00002-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00003-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00004-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00005-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet ├── part-00006-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet └── part-00007-e8b68638-7258-4241-b8e2-9ea33d3ce6ed.snappy.parquet /.idea/.name: -------------------------------------------------------------------------------- 1 | commerce -------------------------------------------------------------------------------- /.idea/compiler.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | -------------------------------------------------------------------------------- /.idea/hydra.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 9 | -------------------------------------------------------------------------------- /.idea/libraries/Maven__antlr_antlr_2_7_7.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 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| 4 | 5 | 6 | -------------------------------------------------------------------------------- /adversStat/src/main/scala/DataModel.scala: -------------------------------------------------------------------------------- 1 | /* 2 | * Copyright (c) 2018. Atguigu Inc. All Rights Reserved. 3 | */ 4 | 5 | /** 6 | * 广告黑名单 7 | * @author wuyufei 8 | * 9 | */ 10 | case class AdBlacklist(userid:Long) 11 | 12 | /** 13 | * 用户广告点击量 14 | * @author wuyufei 15 | * 16 | */ 17 | case class AdUserClickCount(date:String, 18 | userid:Long, 19 | adid:Long, 20 | clickCount:Long) 21 | 22 | 23 | /** 24 | * 广告实时统计 25 | * @author wuyufei 26 | * 27 | */ 28 | case class AdStat(date:String, 29 | province:String, 30 | city:String, 31 | adid:Long, 32 | clickCount:Long) 33 | 34 | /** 35 | * 各省top3热门广告 36 | * @author wuyufei 37 | * 38 | */ 39 | case class AdProvinceTop3(date:String, 40 | province:String, 41 | adid:Long, 42 | clickCount:Long) 43 | 44 | /** 45 | * 广告点击趋势 46 | * @author wuyufei 47 | * 48 | */ 49 | case class AdClickTrend(date:String, 50 | hour:String, 51 | minute:String, 52 | adid:Long, 53 | clickCount:Long) -------------------------------------------------------------------------------- /areaStat/src/main/scala/DataModel.scala: -------------------------------------------------------------------------------- 1 | /* 2 | * Copyright (c) 2018. Atguigu Inc. All Rights Reserved. 3 | */ 4 | 5 | 6 | //***************** 输出表 ********************* 7 | 8 | /** 9 | * 10 | * @param taskid 11 | * @param area 12 | * @param areaLevel 13 | * @param productid 14 | * @param cityInfos 15 | * @param clickCount 16 | * @param productName 17 | * @param productStatus 18 | */ 19 | case class AreaTop3Product(taskid:String, 20 | area:String, 21 | areaLevel:String, 22 | productid:Long, 23 | cityInfos:String, 24 | clickCount:Long, 25 | productName:String, 26 | productStatus:String) 27 | 28 | /** 29 | * 30 | * @param city_id 31 | * @param click_product_id 32 | */ 33 | case class CityClickProduct(city_id:Long,click_product_id:Long) 34 | 35 | 36 | case class CityAreaInfo(city_id:Long,city_name:String,area:String) -------------------------------------------------------------------------------- /areaStat/src/main/scala/GroupConcatDistinct.scala: -------------------------------------------------------------------------------- 1 | import org.apache.spark.sql.Row 2 | import org.apache.spark.sql.expressions.{MutableAggregationBuffer, UserDefinedAggregateFunction} 3 | import org.apache.spark.sql.types.{DataType, StringType, StructField, StructType} 4 | 5 | /** 6 | * udf 即对缓冲区的数据不断聚合累加 7 | */ 8 | class GroupConcatDistinct extends UserDefinedAggregateFunction{ 9 | //UDAF : 输入数据类型为String 10 | override def inputSchema: StructType = StructType(StructField("cityInfo",StringType)::Nil) 11 | 12 | //缓冲区类型 13 | override def bufferSchema: StructType = StructType(StructField("bufferCityInfo",StringType)::Nil) 14 | 15 | //输出数据类型 16 | override def dataType: DataType = StringType 17 | 18 | override def deterministic: Boolean = true 19 | 20 | override def initialize(buffer: MutableAggregationBuffer): Unit = { 21 | buffer(0) = "" 22 | } 23 | 24 | override def update(buffer: MutableAggregationBuffer, input: Row): Unit = { 25 | var bufferCityInfo: String = buffer.getString(0) 26 | var cityInfo: String = input.getString(0) 27 | 28 | if (!bufferCityInfo.contains(cityInfo)){ 29 | if ("".equals(bufferCityInfo)){ 30 | bufferCityInfo += cityInfo 31 | }else{ 32 | bufferCityInfo += ","+ cityInfo 33 | } 34 | buffer.update(0,bufferCityInfo) 35 | } 36 | } 37 | 38 | override def merge(buffer1: MutableAggregationBuffer, buffer2: Row): Unit = { 39 | var bufferCityInfo1: String = buffer1.getString(0) 40 | 41 | val bufferCityInfo2: String = buffer2.getString(0) 42 | 43 | for (cityInfo <- bufferCityInfo2.split(",")){ 44 | if("".equals(bufferCityInfo1)){ 45 | bufferCityInfo1 += cityInfo 46 | }else{ 47 | bufferCityInfo1 += ","+cityInfo 48 | } 49 | } 50 | buffer1.update(0,bufferCityInfo1) 51 | } 52 | 53 | override def evaluate(buffer: Row): Any = { 54 | buffer.getString(0) 55 | } 56 | } 57 | -------------------------------------------------------------------------------- /commerce.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /commons/src/main/resources/commerce.properties: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (c) 2018. Atguigu Inc. All Rights Reserved. 3 | # 4 | 5 | # jbdc配置 6 | jdbc.datasource.size=10 7 | jdbc.url=jdbc:mysql://localhost:3306/commerce?useUnicode=true&characterEncoding=utf8 8 | jdbc.user=root 9 | jdbc.password=1234 10 | 11 | 12 | # 可以使用的属性如下： 13 | # startDate： 格式： yyyy-MM-DD [必选] 14 | # endDate: 格式： yyyy-MM-DD [必选] 15 | # startAge: 范围： 0 - 59 16 | # endAge: 范围： 0 - 59 17 | # professionals： 范围：professionals[0 - 59] 18 | # cities: 0 - 9 ((0,"北京","华北"),(1,"上海","华东"),(2,"南京","华东"),(3,"广州","华南"),(4,"三亚","华南"),(5,"武汉","华中"),(6,"长沙","华中"),(7,"西安","西北"),(8,"成都","西南"),(9,"哈尔滨","东北")) 19 | # sex: 范围： 0 - 1 20 | # keywords: 范围： ("火锅", "蛋糕", "重庆辣子鸡", "重庆小面", "呷哺呷哺", "新辣道鱼火锅", "国贸大厦", "太古商场", "日本料理", "温泉") 21 | # categoryIds：0 - 99，以逗号分隔 22 | # targetPageFlow： 0 - 99， 以逗号分隔 23 | task.params.json={startDate:"2020-10-01", \ 24 | endDate:"2020-11-31", \ 25 | startAge: 20, \ 26 | endAge: 50, \ 27 | professionals: "", \ 28 | cities: "", \ 29 | sex:"", \ 30 | keywords:"", \ 31 | categoryIds:"", \ 32 | targetPageFlow:"1,2,3,4,5,6,7"} 33 | 34 | # Kafka配置 35 | kafka.broker.list=hadoop102:9092,hadoop103:9092,hadoop104:9092 36 | kafka.topics=AdRealTimeLog1 -------------------------------------------------------------------------------- /commons/src/main/resources/log4j.properties: -------------------------------------------------------------------------------- 1 | log4j.rootLogger=info, stdout 2 | log4j.appender.stdout=org.apache.log4j.ConsoleAppender 3 | log4j.appender.stdout.layout=org.apache.log4j.PatternLayout 4 | log4j.appender.stdout.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss,SSS} %5p --- [%50t] %-80c(line:%5L) : %m%n 5 | 6 | log4j.appender.R=org.apache.log4j.RollingFileAppender 7 | log4j.appender.R.File=../log/agent.log 8 | log4j.appender.R.MaxFileSize=1024KB 9 | log4j.appender.R.MaxBackupIndex=1 10 | 11 | log4j.appender.R.layout=org.apache.log4j.PatternLayout 12 | log4j.appender.R.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss,SSS} %5p --- [%50t] %-80c(line:%6L) : %m%n -------------------------------------------------------------------------------- /commons/src/main/scala/commons/conf/ConfigurationManager.scala: -------------------------------------------------------------------------------- 1 | /* 2 | * Copyright (c) 2018. Atguigu Inc. All Rights Reserved. 3 | */ 4 | 5 | package commons.conf 6 | 7 | import org.apache.commons.configuration2.{FileBasedConfiguration, PropertiesConfiguration} 8 | import org.apache.commons.configuration2.builder.FileBasedConfigurationBuilder 9 | import org.apache.commons.configuration2.builder.fluent.Parameters 10 | 11 | /** 12 | * 配置工具类、 13 | * 基于文件的配置生成器对象，用来读取 14 | */ 15 | object ConfigurationManager { 16 | 17 | // 创建用于初始化配置生成器实例的参数对象 18 | private val params = new Parameters() 19 | // FileBasedConfigurationBuilder:产生一个传入的类的实例对象 20 | // FileBasedConfiguration:融合FileBased与Configuration的接口 21 | // PropertiesConfiguration:从一个或者多个文件读取配置的标准配置加载器 22 | // configure():通过params实例初始化配置生成器 23 | // 向FileBasedConfigurationBuilder()中传入一个标准配置加载器类，生成一个加载器类的实例对象，然后通过params参数对其初始化 24 | private val builder = new FileBasedConfigurationBuilder[FileBasedConfiguration](classOf[PropertiesConfiguration]) 25 | .configure(params.properties().setFileName("commerce.properties")) 26 | 27 | // 通过getConfiguration获取配置对象 28 | val config = builder.getConfiguration() 29 | 30 | } 31 | -------------------------------------------------------------------------------- /derby.log: -------------------------------------------------------------------------------- 1 | ---------------------------------------------------------------- 2 | Thu Nov 26 06:48:45 CST 2020: 3 | Booting Derby version The Apache Software Foundation - Apache Derby - 10.10.2.0 - (1582446): instance a816c00e-0176-0198-4562-0000104fd660 4 | on database directory D:\big_data\workspace\commerce_basic_1017\metastore_db with class loader org.apache.spark.sql.hive.client.IsolatedClientLoader$$anon$1@53cdecf6 5 | Loaded from file:/D:/tools/apache-maven-3.5.4/repository/org/apache/derby/derby/10.10.2.0/derby-10.10.2.0.jar 6 | java.vendor=Oracle Corporation 7 | java.runtime.version=1.8.0_73-b02 8 | user.dir=D:\big_data\workspace\commerce_basic_1017 9 | os.name=Windows 10 10 | os.arch=amd64 11 | os.version=10.0 12 | derby.system.home=null 13 | Database Class Loader started - derby.database.classpath='' 14 | -------------------------------------------------------------------------------- /metastore_db/README_DO_NOT_TOUCH_FILES.txt: -------------------------------------------------------------------------------- 1 | 2 | # ************************************************************************* 3 | # *** DO NOT TOUCH FILES IN THIS DIRECTORY! *** 4 | # *** FILES IN THIS DIRECTORY AND SUBDIRECTORIES CONSTITUTE A DERBY *** 5 | # *** DATABASE, WHICH INCLUDES THE DATA (USER AND SYSTEM) AND THE *** 6 | # *** FILES NECESSARY FOR DATABASE RECOVERY. *** 7 | # *** EDITING, ADDING, OR DELETING ANY OF THESE FILES MAY CAUSE DATA *** 8 | # *** CORRUPTION AND LEAVE THE DATABASE IN A NON-RECOVERABLE STATE. *** 9 | # ************************************************************************* -------------------------------------------------------------------------------- /metastore_db/db.lck: -------------------------------------------------------------------------------- 1 | $a816c00e-0176-0198-4562-0000104fd660 -------------------------------------------------------------------------------- /metastore_db/log/README_DO_NOT_TOUCH_FILES.txt: -------------------------------------------------------------------------------- 1 | 2 | # ************************************************************************* 3 | # *** DO NOT TOUCH FILES IN THIS DIRECTORY! *** 4 | # *** FILES IN THIS DIRECTORY ARE USED BY THE DERBY DATABASE RECOVERY *** 5 | # *** SYSTEM. EDITING, ADDING, OR DELETING FILES IN THIS DIRECTORY *** 6 | # *** WILL CAUSE THE DERBY RECOVERY SYSTEM TO FAIL, LEADING TO *** 7 | # *** NON-RECOVERABLE CORRUPT DATABASES. *** 8 | # ************************************************************************* -------------------------------------------------------------------------------- /metastore_db/log/log.ctrl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hmProgramer/bigdata_commerce/c3e3741306f2055d2e75eed8bc339cbb17f31939/metastore_db/log/log.ctrl -------------------------------------------------------------------------------- /metastore_db/log/log1.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hmProgramer/bigdata_commerce/c3e3741306f2055d2e75eed8bc339cbb17f31939/metastore_db/log/log1.dat -------------------------------------------------------------------------------- /metastore_db/log/logmirror.ctrl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hmProgramer/bigdata_commerce/c3e3741306f2055d2e75eed8bc339cbb17f31939/metastore_db/log/logmirror.ctrl -------------------------------------------------------------------------------- /metastore_db/seg0/README_DO_NOT_TOUCH_FILES.txt: -------------------------------------------------------------------------------- 1 | 2 | # ************************************************************************* 3 | # *** DO NOT TOUCH FILES IN THIS DIRECTORY! *** 4 | # *** FILES IN THIS DIRECTORY ARE USED BY THE DERBY DATABASE TO STORE *** 5 | # *** USER AND SYSTEM DATA. 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SysconglomeratesIndex3Identifier=81 14 | SystablesIndex2Identifier=129 15 | SyscolumnsIndex1Identifier=161 16 | derby.serviceProtocol=org.apache.derby.database.Database 17 | SysschemasIdentifier=192 18 | derby.storage.propertiesId=16 19 | SysconglomeratesIndex2Identifier=65 20 | derby.serviceLocale=zh_CN 21 | SystablesIdentifier=96 22 | SystablesIndex1Identifier=113 23 | #--- last line, don't put anything after this line --- 24 | -------------------------------------------------------------------------------- /mock/pom.xml: -------------------------------------------------------------------------------- 1 | 2 | 5 | 6 | commerce 7 | com.atguigu 8 | 1.0-SNAPSHOT 9 | 10 | 4.0.0 11 | 12 | mock 13 | 14 | 15 | 16 | 17 | com.atguigu 18 | commons 19 | 1.0-SNAPSHOT 20 | 21 | 22 | 23 | 24 | org.apache.spark 25 | spark-core_2.11 26 | 27 | 28 | org.apache.spark 29 | spark-sql_2.11 30 | 31 | 32 | org.apache.spark 33 | spark-hive_2.11 34 | 35 | 36 | org.apache.kafka 37 | kafka-clients 38 | 0.10.2.1 39 | 40 | 41 | 42 | 43 | 44 | 45 | net.alchim31.maven 46 | scala-maven-plugin 47 | 48 | 49 | 50 | -------------------------------------------------------------------------------- /pageState/src/main/scala/DataModel.scala: -------------------------------------------------------------------------------- 1 | /* 2 | * Copyright (c) 2018. Atguigu Inc. All Rights Reserved. 3 | */ 4 | 5 | case class PageSplitConvertRate(taskid: String, convertRate: String) -------------------------------------------------------------------------------- /session/src/main/scala/SessionAccumulator.scala: -------------------------------------------------------------------------------- 1 | import org.apache.spark.util.AccumulatorV2 2 | 3 | import scala.collection.mutable 4 | 5 | class SessionAccumulator extends AccumulatorV2[String,mutable.HashMap[String,Int]]{ 6 | val countMap = new mutable.HashMap[String,Int]() 7 | override def isZero: Boolean = { 8 | countMap.isEmpty 9 | } 10 | 11 | override def copy(): AccumulatorV2[String, mutable.HashMap[String, Int]] = { 12 | val acc = new SessionAccumulator 13 | acc.countMap ++= this.countMap 14 | acc 15 | } 16 | 17 | override def reset(): Unit = { 18 | countMap.clear() 19 | } 20 | 21 | override def add(v: String): Unit = { 22 | if (!this.countMap.contains(v)) 23 | this.countMap += (v->1) 24 | this.countMap.update(v,countMap(v)+1) 25 | } 26 | 27 | override def merge(other: AccumulatorV2[String, mutable.HashMap[String, Int]]): Unit = { 28 | other match { 29 | case acc : SessionAccumulator => acc.countMap.foldLeft(this.countMap){ 30 | case (map,(k,v)) => map += (k -> (map.getOrElse(k,0)+v)) 31 | } 32 | } 33 | } 34 | 35 | override def value: mutable.HashMap[String, Int] = { 36 | this.countMap 37 | } 38 | } 39 | -------------------------------------------------------------------------------- /session/src/main/scala/SortKey.scala: -------------------------------------------------------------------------------- 1 | case class SortKey(clickCount:Long,orderCount:Long,payCount:Long) extends Ordered[SortKey]{ 2 | 3 | //this.compare(that) 4 | //compare >0 this>that 意味着this要排在前面，因为默认是自然数排序 5 | //compare <0 this