Silicon Valley Big Data Project Flink Real-time Data Warehouse September 2021

Brief introduction to the resources of Flink real-time data warehouse in Silicon Valley Big Data Project in September 2021:

Course Catalog

01_Shanghai Silicon Valley Big Data Real-time Data Warehouse_Data Collection Layer_V2.0.pdf

02_Shanghai Silicon Valley Big Data Real-time Data Warehouse_DWD Layer Data Preparation_V2.0.pdf

03_Shanghai Silicon Valley Big Data Real-time Data Warehouse_DWM Layer Business Implementation_V2.0.pdf

04_Shanghai Silicon Valley Big Data Real-time Data Warehouse_DWS Layer Business Implementation_V2.0.pdf

05_Silicon Valley Big Data Real-time Data Warehouse_ClickHouse_V2.0.pdf

06_Shanghai Silicon Valley Big Data Real-time Data Warehouse_Data Visualization Interface Implementation_V2.0.pdf

07_Shanghai Silicon Valley Big Data Real-time Data Warehouse_Optimization_V2.0.pdf

Flink real-time data warehouse of Silicon Valley big data project.xmind

Silicon Valley Big Data Real-time Data Warehouse_FlinkCDC.pdf

Real-time data warehouse.png

001-Course Introduction.mp4

002-Project Introduction.mp4

003-Collection Module-Course Introduction.mp4

004-Collection Module-Data Warehouse Layering: Why Layering.mp4

005-Collection module-data warehouse layering and layering details.mp4

006-Collection Module-Overall Requirements Introduction.mp4

007-Collection Module-Offline Architecture Analysis of Sqoop&Flume.mp4

008-Collection Module-Offline Architecture Analysis FlumeTairDirSource Problem Proposed & Solution.mp4

009-Collection Module-Offline Architecture Analysis of Kafka.mp4

010-Collection Module-Other Offline Architecture Analysis.mp4

011-Acquisition Module-Real-time Architecture Analysis.mp4

012-Acquisition Module-Architecture Comparison.mp4

013-Collection Module-Requirement Analysis of Log Data Collection.mp4

014-Collection module-MockJar package test for log data collection.mp4

015-Collection Module-Brief Introduction to SpringBoot for Log Data Collection.mp4

016-Collection Module-Log Data Collection SpringBoot Create Project & Simple Test.mp4

017-Collection Module-Log Data Collection SpringBoot Create Project & Add Parameter Test.mp4

018-Collection module-log data collection data storage & writing to Kafka encoding.mp4

019-Collection Module-Log Data Collection Data Storage & Writing to Kafka Local Test.mp4

020-Collection Module-Log Data Collection Data Storage & Writing to Kafka Single Machine Test.mp4

021-Collection Module-Log Data Collection Nginx Introduction.mp4

022-Collection Module-Log Data Collection Nginx Installation & Startup.mp4

023-Collection Module-Log Data Collection Nginx Configuration Load Balancing & Testing.mp4

024-Collection Module-Cluster Test of Log Data Collection.mp4

025-Collection Module-Business Data Collection Database & Table Building.mp4

026-Collection Module-Business Data Collection FlinkCDC What is CDC & Comparison.mp4

027-Collection Module-FlinkCDC Introduction for Business Data Collection.mp4

028-Collection Module-Business Data Collection FlinkCDC DataStream Mode Encoding.mp4

029-Collection Module-FlinkCDC DataStream Method Test for Business Data Collection.mp4

030-Collection Module-Business Data Collection FlinkCDC DataStreamAPI Set CK & Pack & Open Cluster.mp4

031-Collection Module-Business Data Collection FlinkCDC DataStreamAPI Packaging for Breakpoint Resume Test.mp4

032-Collection Module-Business Data Collection FlinkCDC FlinkSQLAPI Coding & Testing.mp4

033-Collection Module-Business Data Collection FlinkCDC DataStreamAPI Custom Deserializer Format Description.mp4

034-Collection Module-Business Data Collection FlinkCDC DataStreamAPI Custom Deserializer Encoding Completed.mp4

035-Collection Module-Business Data Collection FlinkCDC DataStreamAPI Custom Deserializer Code Test.mp4

036-Collection Module-Comparison of FlinkCDC DataStreamAPI & FlinkSQL for Business Data Collection.mp4

037-Collection Module-Business Data Collection Maxwell Installation Instructions & Test.mp4

038-Collection Module-Business Data Collection Canal Installation Instructions & Test.mp4

039-Collection Module-CDC Comparison of Business Data Collection.mp4

040-Collection Module-Business Data Collection: Read MySQL Data and Write to Kafka Encoding.mp4

041-Collection Module-Business Data Collection Read MySQL Data and Write to Kafka Test.mp4

042-DWD&DIM-Course Introduction.mp4

043-DWD&DIM-Behavioral Data Demand Analysis.mp4

044-DWD&DIM-Behavior Data Ideas Sorting & Consuming Kafka Data.mp4

045-DWD&DIM-Behavior data converts data into JSON object.mp4

046-DWD&DIM-Behavior data verification of new and old users.mp4

047-DWD&DIM-behavior data side output stream & write to Kafka.mp4

048-DWD&DIM-Behavioral Data Test.mp4

049-DWD&DIM-Business Data Demand Analysis.mp4

050-DWD&DIM-Code logic combing of business data.mp4

051-DWD&DIM-Business data code writing consumption data and filtering.mp4

052-DWD&DIM-Business data code writing, reading configuration table, creating broadcast stream.mp4

053-DWD&DIM-Business data code writing configuration table field analysis & table creation & JavaBean.mp4

054-DWD&DIM-Business data code writing, opening configuration table Binlog and testing.mp4

055-DWD&DIM-Business data code writing to connect mainstream & broadcast streams and analyze business logic.mp4

056-DWD&DIM-Business data code writing to create TableProcessFunction and initialize related parameters.mp4

057-DWD&DIM-Business data code writing and processing broadcast stream data parsing data & table building.mp4

058-DWD&DIM-Business data code writing and processing broadcast stream data writing status.mp4

059-DWD&DIM-Business data code writing and processing mainstream data reading status & filter fields.mp4

060-DWD&DIM-Business data code writing and processing mainstream data supplement SinkTable&diversion.mp4

061-DWD&DIM-Business data code writing and checking code.mp4

062-DWD&DIM-Business Data Code Writing Test Preparation.mp4

063-DWD&DIM-Business data code writing test.mp4

064-DWD&DIM-Business data code writing to write data into HBase encoding.mp4

065-DWD&DIM-Business data code writing to write data into Kafka encoding.mp4

066-DWD&DIM-Overall test environment preparation for business data.mp4

067-DWD&DIM-Overall test of business data completed.mp4

068-ODS&DWD&DIM-Short Summary.mp4

069-ODS&DWD&DIM-SQL Share Requirements & Create Table & Import Data.mp4

070-ODS&DWD&DIM-SQL Sharing Solution 1.mp4

071-ODS&DWD&DIM-SQL Sharing Solution 2.mp4

072-ODS&DWD&DIM-SQL Share HiveOnSpark Bug Description.mp4

073-DWM layer-demand analysis.mp4

074-DWM layer-visitor UV demand analysis.mp4

075-DWM layer-visitor UV code writes consumption data and converts it into a JSON object.mp4

076-DWM layer-visitor UV code writing filter data.mp4

077-DWM layer-visitor UV code writing sets the state timeout to prevent the state from being too large.mp4

078-DWM layer-visitor UV code test.mp4

079-DWM layer-jump out of detailed demand analysis.mp4

080-DWM layer-jump out of the detailed code writing.mp4

081-DWM layer-jump out of the detailed code test.mp4

082-DWM layer-jump out of detail test.mp4

083-DWM layer-jump out of detail CEP loop mode.mp4

084-DWM layer-order wide table demand analysis.mp4

085-DWM layer-order wide table double stream JOIN official document description.mp4

086-DWM layer-order wide table double stream JOIN code writing.mp4

087-DWM layer-order wide table double stream JOIN code test.mp4

088-DWM layer-order wide table code writing consumption Kafka data & conversion JavaBean & extraction event time.mp4

089-DWM layer-order wide table code writing order and order detail table double stream JOIN.mp4

090-DWM layer-order wide table code test preparation.mp4

091-DWM layer-order wide table code test test completed.mp4

092-DWM layer-order wide table association dimension ideas sorting.mp4

093-DWM layer-Order wide table association dimension JDBCUtil return value & parameter description.mp4

094-DWM layer-Order wide table association dimension JDBCUtil query & encapsulation generic object.mp4

095-DWM layer-Order wide table association dimension JDBCUtil test.mp4

096-DWM layer-order wide table associated dimension DimUtil encapsulation & the necessity of optimization.mp4

097-DWM layer-Order wide table association dimension optimization 1 bypass cache idea analysis.mp4

098-DWM layer-order wide table association dimension optimization 1 bypass cache Redis tool class & Key design.mp4

099-DWM layer-Order wide table association dimension optimization 1 bypass cache code writing.mp4

100-DWM layer-order wide table association dimension optimization 1 bypass cache code test.mp4

101-DWM Layer-Order Wide Table Review.mp4

102-DWM layer-Order wide table association dimension optimization 2 Asynchronous IO description.mp4

103-DWM layer-Order wide table association dimension optimization 2 asynchronous IO encoding steps.mp4

104-DWM layer-order wide table association dimension optimization 2 asynchronous IO encoding initialization function.mp4

105-DWM layer-Order wide table association dimension optimization 2 Asynchronous IO encoding asynchronous function completion.mp4

106-DWM layer-Order wide table association dimension optimization 2 Asynchronous IO coding test preparation.mp4

107-DWM layer-Order wide table association dimension optimization 2 Asynchronous IO encoding test completed.mp4

108-DWM layer-order wide table associated dimensions supplement other dimension information.mp4

109-DWM layer-order wide table final test.mp4

110-DWM layer-order wide table does not lose dimension data description.mp4

111-DWM layer-payment wide table demand analysis.mp4

112-DWM layer-payment wide table code writing.mp4

113-DWM layer-payment wide table code test.mp4

114-DWM layer-payment wide table time tool description.mp4

115-DWS Layer-Course Introduction.mp4

116-DWS layer-visitor theme wide table demand analysis.mp4

117-DWS layer-Guest topic wide table ideas sorting & reading Kafka data.mp4

118-DWS layer-guest topic wide table processing output stream & union & extract timestamp grouping.mp4

119-DWS layer-visitor theme wide table window opening & aggregation.mp4

120-DWS layer-Guest theme wide table printing test.mp4

121-DWS layer-ClickHouse course introduction.mp4

122-DWS layer-ClickHouse Overview & Features.mp4

123-DWS layer-ClickHouse installation preparation.mp4

124-DWS layer-ClickHouse installation & startup.mp4

125-DWS layer-ClickHouse data type.mp4

126-DWS layer-ClickHouse simple engine introduction.mp4

127-DWS layer-ClickHouse MergeTree.mp4

128-DWS layer-ClickHouse MergeTree Partition By.mp4

129-DWS layer-ClickHouse MergeTree Primary Key.mp4

130-DWS layer-ClickHouse MergeTree Order By.mp4

131-DWS layer-ClickHouse MergeTree TTL.mp4

132-DWS layer-ClickHouse ReplacingMergeTree.mp4

133-DWS layer-ClickHouse SummingMergeTree.mp4

134-DWS layer-ClickHouse engine selection analysis.mp4

135-DWS layer-ClickHouse SQL operation 1.mp4

136-DWS layer-ClickHouse SQL operation 2.mp4

137-DWS layer-ClickHouse copy mechanism.mp4

138-DWS layer-ClickHouse sharding mechanism description.mp4

139-DWS layer-ClickHouse sharding mechanism practice.mp4

140-DWS layer-Guest theme ClickHouseUtil creates.mp4

141-DWS layer-Guest theme ClickHouseUtil package.mp4

142-DWS layer-visitor theme ClickHouseUtil packaging completed.mp4

143-DWS layer-Guest theme ClickHouseUtil test completed.mp4

144-DWS layer-commodity theme demand analysis.mp4

145-DWS layer-product theme JavaBean description.mp4

146-DWS layer-Product theme code writing ideas & consumption data creation flow.mp4

147-DWS layer-Product theme code writing and processing page log & collection data & shopping cart data.mp4

148-DWS layer-Product theme code writing and processing order & payment data.mp4

149-DWS layer-Product theme code writing and processing return order & evaluation data.mp4

150-DWS layer-commodity theme code writing group window opening & aggregation.mp4

151-DWS layer-commodity theme code writes associated dimensions & writes data into ClickHouse.mp4

152-DWS layer-product theme-overall test.mp4

153-DWS layer-product theme-demand analysis.mp4

154-DWS layer-commodity theme code writing and creation environment & using DDL to read Kafka data.mp4

155-DWS layer-commodity theme code writing group window aggregation.mp4

156-DWS layer-Product theme code writing Convert dynamic table into stream and print .mp4

157-DWS layer-commodity theme code writing to write data into ClickHouse & test.mp4

158-DWS layer-keyword theme demand analysis.mp4

159-DWS layer-keyword theme code writing word segmentation tool class encapsulation.mp4

160-DWS layer-keyword theme code writing segmentation UDTF.mp4

161-DWS layer-keyword theme code writing ideas analysis & data reading & table building.mp4

162-DWS layer-keyword theme code writing segmentation & window aggregation.mp4

163-DWS layer-keyword theme code writing dynamic table conversion to stream & write to ClickHouse.mp4

164-DWS layer-keyword theme code test.mp4

165-Data Visualization-Course Introduction.mp4

166-Data Visualization-Sugar creates a large screen.mp4

167-Data Visualization-Sugar Usage Steps Introduction.mp4

168-Data Visualization-Data Interface Project Construction.mp4

169-Data Visualization-Data Interface Dependency Import & Layering Description.mp4

170-Data Visualization-Data Interface GMV Interface Mapper Completed.mp4

171-Data Visualization-Data Interface GMV Interface Service & Controller Completed.mp4

172-Data Visualization-Data Interface GMV Interface Test.mp4

173-Data Visualization-Data Interface GMV Interface Docking Sugar.mp4

174-Data Visualization-Data Interface Brand GMV Interface Mapper Completed.mp4

175-Data Visualization-Data Interface Brand GMV Interface Service Completed.mp4

176-Data Visualization-Data Interface Brand GMV Interface Controller Completed.mp4

177-Data Visualization-Data Interface Brand GMV Interface Test Completed.mp4

178-Data Visualization-Data Interface Brand GMV Interface Docking Sugar.mp4

179-Data Visualization-Data Interface Import Code & Category GMV & SPU GMV.mp4

180-Data Visualization-Data Interface Other Requirements Chart.mp4

181-Data Visualization-Final Test.mp4

182-Flink Optimization-Course Introduction.mp4

183-Flink Optimization-Resource Optimization Memory Settings.mp4

184-Flink Optimization-Parallelism Setting for Resource Optimization.mp4

185-Flink Optimization-Resource Optimization RockDB Configuration.mp4

186-Flink Optimization-CheckPoint Configuration for Resource Optimization.mp4

187-Flink Optimization-Introduction to ParameterTool for Resource Optimization.mp4

188-Flink Optimization-Back Pressure Processing Back Pressure Introduction & Positioning.mp4

189-Flink Optimization-Solving the Back Pressure Problem of Back Pressure Processing.mp4

190-Flink Optimization-Location Problem of Data Skew.mp4

191-Flink Optimization-Data Skew before KeyBy.mp4

192-Flink Optimization-Data Tilt Direct Aggregation after KeyBy.mp4

193-Flink Optimization-Data Tilt KeyBy After Window Aggregation.mp4

194-Flink Optimization-KafkaSource.mp4

195-Flink Optimization-FlinkSQL Optimization MiniBatch.mp4

196-Flink Optimization-FlinkSQL Optimization LocalGlobal.mp4

197-Flink Optimization-FlinkSQL Optimization SplitDistinct.mp4

198-Flink Optimization-FlinkSQL Optimization Agg With Filter.mp4

199-Flink Optimization-FlinkSQL Optimization TopN Optimization.mp4

200-Flink Optimization-FlinkSQL Optimization Deduplication Solution & Others.mp4