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All Examples

  1. Add Array Fields to Entities Schema DataPipeline Foundations
  2. Add Attributes and Tags to Schemas Schema DataPipeline Foundations
  3. Add Calculated Fields to a Decision Table Calculated Field DataPipeline Foundations Decision Table
  4. Add Calculated Fields to a Decision Tree Calculated Field Decision Tree DataPipeline Foundations
  5. Add Indexes to Entities Schema DataPipeline Foundations
  6. Add Jira Comments Jira
  7. Add Nested Entities as Fields Schema DataPipeline Foundations
  8. Add Non-Persistent Data to Records and Fields In-Memory Out-of-band data
  9. Add Primary Keys to Entities Schema DataPipeline Foundations
  10. Add Relationship Between Entities Schema DataPipeline Foundations
  11. Add a Decision Table to a Pipeline DataPipeline Foundations Decision Table
  12. Add a Decision Tree to a Pipeline Decision Tree DataPipeline Foundations
  13. Add a Sequence Number Column Transform Assign Field Calculated Field
  14. Add a Sequence Number Column for Repeat Values Transform Assign Field Calculated Field
  15. Add a Sequence Number Column when Values Change Transform Assign Field Calculated Field
  16. Add my own Functions Expression Language Assign Field Customize Functions
  17. Automatically Map Data And Exclude Fields Declaratively Declarative Data Mapping DataPipeline Foundations Version 8.1.0 XML
  18. Blacklist and Whitelist Functions in DP Expression Language Expression Language Customize Functions
  19. Buffer Records by Time Period or Count Streaming data
  20. Build DataMappingPipeline Declaratively from Json Declarative JSON Data Mapping DataPipeline Foundations
  21. Build DataMappingPipeline Declaratively from XML Declarative Data Mapping DataPipeline Foundations XML
  22. Build DataMappingPipeline Programmatically Data Mapping DataPipeline Foundations
  23. Cache Lookup Values Transform Lookup JDBC Cache
  24. Capture Data Not Joined in a Lookup Lookup
  25. Capture Data that Failed Data Mapping Validation Data Mapping DataPipeline Foundations
  26. Compare Records Using Diff Diff DataPipeline Foundations
  27. Compare Schemas Using Diff Diff Schema DataPipeline Foundations
  28. Compile and Run a Job Fixed Width CSV Job management
  29. Compress a Parquet File Parquet
  30. Compress an Orc File ORC
  31. Conditionally Map Data Field from Source to Target Data Mapping DataPipeline Foundations
  32. Conditionally Transform Data Transform Assign Field Filter JSON Simple
  33. Conditionally Write to Multiple Files Transform Multi-writer Threading
  34. Conditionally map Data from Source to Target Data Mapping DataPipeline Foundations
  35. Configure AmazonS3FileSystem Using Client Amazon S3
  36. Configure the Insert Strategy used in JdbcMultiWriter JDBC JDBC Multi-Writer Version 8.1.0 JDBC Insert Strategy
  37. Continue After an Error Exceptions
  38. Convert CSV to Inferred Data Types Pipeline Dataset DataPipeline Foundations Analyze Data
  39. Convert JSON to CSV CSV JSON Conversion Simple
  40. Convert JSON to Parquet JSON Conversion Parquet
  41. Convert Unstructured JSON to Parquet JSON Conversion Parquet
  42. Convert a Single Source DataReader into Many JSON Conversion Simple Avro Threading XML
  43. Copy a Field Transform Copy Field
  44. Create Custom Pipeline Action Pipeline Customize DataPipeline Foundations
  45. Create Custom Pipeline Input Pipeline DataPipeline Foundations
  46. Create Custom Pipeline Output Pipeline DataPipeline Foundations
  47. Create Jira Issue Jira
  48. Create a JsonPipelineInput Declaratively From Xml Declarative Pipeline DataPipeline Foundations XML
  49. Create a JsonPipelineInput Declaratively from JSON Declarative JSON Pipeline DataPipeline Foundations
  50. Create a JsonPipelineInput Programmatically Pipeline DataPipeline Foundations
  51. Create an XmlPipelineInput Declaratively From Xml Declarative Pipeline DataPipeline Foundations XML
  52. Create an XmlPipelineInput Declaratively from Json Declarative JSON Pipeline DataPipeline Foundations
  53. Create an XmlPipelineInput Programmatically Pipeline DataPipeline Foundations
  54. Debug my Code Debug
  55. Declaratively Map Data Declarative Data Mapping DataPipeline Foundations
  56. Declaratively Map Data Using Positions Declarative Data Mapping DataPipeline Foundations
  57. Declaratively Map Data with Source and Target Schema Declarative Schema Data Mapping DataPipeline Foundations
  58. Declaratively Map XML Files Declarative Data Mapping DataPipeline Foundations XML
  59. Declaratively Set Default Values for Missing Data Declarative Schema DataPipeline Foundations
  60. Declaratively Transform Records using Schema Declarative Schema DataPipeline Foundations
  61. Delete Jira Issue Jira
  62. Detect Date and Time Patterns in Strings DataPipeline Foundations Analyze Data
  63. Detect Numbers in Strings DataPipeline Foundations Analyze Data
  64. Detect Primary Keys In a Dataset Schema Dataset DataPipeline Foundations
  65. Evaluate a Decision Table DataPipeline Foundations Decision Table
  66. Evaluate a Decision Table with Lookup Lookup DataPipeline Foundations Decision Table
  67. Evaluate a Decision Tree Decision Tree DataPipeline Foundations
  68. Evaluate a Decision Tree with Lookup Lookup Decision Tree DataPipeline Foundations
  69. Execute an Action in a Decision Table DataPipeline Foundations Decision Table
  70. Execute an Action in a Decision Tree Decision Tree DataPipeline Foundations
  71. Extract Bigrams, Trigrams, and Ngrams Transform Analyze Data XML
  72. Filter Columns with All Null Values Pipeline DataPipeline Foundations
  73. Filter Json Records in a Pipeline Filter Pipeline DataPipeline Foundations
  74. Filter Json Records in a Pipeline Declaratively from Json Declarative Filter JSON Pipeline DataPipeline Foundations
  75. Filter Json Records in a Pipeline Declaratively from Xml Declarative Filter Pipeline DataPipeline Foundations XML
  76. Filter Records Expression Language Transform Filter Rules
  77. Filter Twitter in Real Time Filter Twitter Streaming data
  78. Filter Twitter in Real Time Using v2 API Twitter2 Filter Streaming data
  79. Find The Minimum Maximum Average Sum Count Transform Stats CSV Aggregate Conversion STDOUT
  80. Generate Java Beans from a Database JDBC Code Generation DataPipeline Foundations
  81. Generate MySQL DDL Programmatically Code Generation MySQL
  82. Generate MySQL INSERT Statements Programmatically Code Generation MySQL Database
  83. Generate MySql DDL From CSV CSV Code Generation Schema MySQL DataPipeline Foundations
  84. Generate MySql INSERT Statements From CSV CSV Code Generation MySQL Database
  85. Generate Parquet Schema By Analyzing All Records CSV Parquet
  86. Generate Parquet Schema By Analyzing Initial Records CSV Parquet
  87. Generate PostgreSQL DDL From Excel Code Generation Schema MS Excel PostgreSQL DataPipeline Foundations
  88. Generate PostgreSQL DDL Programmatically Code Generation PostgreSQL
  89. Generate PostgreSql DDL From CSV CSV Code Generation Schema PostgreSQL DataPipeline Foundations
  90. Generate SQL Queries Programmatically JDBC MySQL Microsoft SQL Server PostgreSQL
  91. Generate Schema From JDBC JDBC Schema DataPipeline Foundations
  92. Generate Schema Java Code Code Generation Schema DataPipeline Foundations
  93. Generate Union and Sub-Select SQL Queries Programmatically JDBC MySQL Microsoft SQL Server PostgreSQL
  94. Generate a PDF Simple PDF XML
  95. Generate a Word Document JSON Simple RTF
  96. Generate toRecord And fromRecord Using The GenerateRecordSerializers Tool Code Generation Serialization
  97. Get a Query Param from a URL Transform Assign Field
  98. Group Records by TimePeriod or Count Aggregate
  99. Handle Exceptions Exceptions
  100. Handle Filtered Records Transform Assign Field Calculated Field Fixed Width Filter
  101. Handle Transforming Reader Failures Exceptions Transform Filter Rename Field XML
  102. Handle Transforming Writer Failures Exceptions Transform Calculated Field Fixed Width Filter Conversion
  103. Handle Validation Failures Filter Validate XML
  104. How To Read An XML File With A Byte Order Mark (BOM) XML
  105. How to Convert Tabular Data to Trees Using Aggregation Transform CSV Sort
  106. Infer Date Time from a CSV File Pipeline Dataset DataPipeline Foundations Analyze Data
  107. Insert Multiple Rows to Oracle Using Insert All JDBC Version 8.1.0 Oracle Database JDBC Insert Strategy
  108. Insert Multiple Rows to Oracle Using Select Union JDBC Version 8.1.0 Oracle Database JDBC Insert Strategy
  109. Join CSV Files CSV
  110. Load Snapshot of Dataset Pipeline DataPipeline Foundations
  111. Log Diagnostic Information Debug
  112. Log Job Progress Job management STDOUT
  113. Look Up Jira Transition IDs Jira
  114. Lookup Data in a Database Transform Lookup JDBC
  115. Lookup Data in any Data Reader Transform Lookup
  116. Lookup in a Flat File Transform Lookup
  117. Manipulate Fields Transform Conversion In-Memory
  118. Map Data Using Automatic Mapping And Exclude Fields CSV Data Mapping DataPipeline Foundations Version 8.1.0
  119. Map Data from Source to Target Data Mapping DataPipeline Foundations
  120. Map Data from Source to Target in a Pipeline Data Mapping DataPipeline Foundations
  121. Map Data from Source to Target in a Pipeline with Validation Data Mapping DataPipeline Foundations
  122. Map Data from Source to Target with Lookup Data Mapping DataPipeline Foundations
  123. Map Data with Rule Based Validation Data Mapping DataPipeline Foundations
  124. Map Data with Schema Based Validation Data Mapping DataPipeline Foundations
  125. Map Records in Pipeline using Schema Pipeline Schema DataPipeline Foundations
  126. Map Records using Schema Schema DataPipeline Foundations
  127. Measure Data Lineage Performance Data Lineage Performance Debug
  128. Measure Data being Read and Written Meter
  129. Measure Performance of Reader and Writer Performance
  130. My Data Reader Customize
  131. My Data Writer Customize
  132. My Filter Filter Customize
  133. My Lookup Lookup Customize
  134. My Proxy Reader Transform Customize
  135. My Proxy Writer Transform Customize
  136. My Transformer Transform Customize
  137. Obtain Statistics Meter Stats MS Excel
  138. Open and Close Several Data Readers and Data Writers at Once JDBC
  139. Pipe a Writer to a Reader Push Pipe Threading
  140. Profile Performance Performance
  141. Read A CSV File using Multithreading CSV Threading
  142. Read An ORC file from Amazon S3 Amazon S3 ORC
  143. Read An ORC file from Amazon S3 using a Temporary File Amazon S3 ORC
  144. Read Big Decimal And Big Integer In JSON Version 10.1.0 JSON
  145. Read Big Decimal In JSON JSON
  146. Read BigDecimal and BigInteger from an Excel file MS Excel
  147. Read Concatenated JSON JSON
  148. Read Emails Email STDOUT
  149. Read Google Analytics Social Interactions Google
  150. Read Google Analytics goal conversions Google
  151. Read Google Analytics views Google
  152. Read Google Calendar Google
  153. Read Google Contacts Google
  154. Read Google Gmail Messages Google Email
  155. Read JSON Records From File JSON
  156. Read Jira Comments Jira
  157. Read Jira issues Jira
  158. Read Json Lines JSON JSON Lines
  159. Read Json Lines As Record JSON JSON Lines
  160. Read MailChimp Contacts MailChimp
  161. Read MailChimp Contacts Using the RESTful Client API MailChimp
  162. Read Parquet from Amazon S3 Amazon S3 Parquet
  163. Read Parquet from Amazon S3 using a Temporary File Amazon S3 Parquet
  164. Read Selected Fields from a Parquet File Parquet
  165. Read Selected Fields from an Orc File ORC
  166. Read Shopify Inventory Items E-commerce Shopify
  167. Read Shopify Inventory Levels E-commerce Shopify
  168. Read Shopify Orders E-commerce Shopify
  169. Read Shopify Store Locations E-commerce Shopify
  170. Read Trello Cards Trello
  171. Read Tweets from a User's Timeline Using v2 API Twitter2 Twitter STDOUT
  172. Read UUID from PostgreSQL JDBC UUID PostgreSQL Job management
  173. Read XML Records From File XML
  174. Read a Bloomberg Message File Bloomberg
  175. Read a CSV File CSV
  176. Read a Fixed-width File / Fixed-length Record File Fixed Width
  177. Read a JSON Stream JSON Conversion XPath STDOUT
  178. Read a PDF File PDF
  179. Read a Parquet File Parquet
  180. Read a Patient File CSV Simple
  181. Read a Set of Files CSV Batch
  182. Read a Simple JSON File JSON Simple
  183. Read a Simple XML File Simple XML
  184. Read a Tab Separated Values File CSV
  185. Read a Web Server Log STDOUT Web Server Logs
  186. Read a binary Excel file (.xlsb) MS Excel 9.2
  187. Read an Avro File Avro
  188. Read an Orc File ORC
  189. Read an XML File XPath XML
  190. Read an XML File (2) Transform JDBC Conversion XPath XML
  191. Read and Transform Data in Parallel Transform Threading
  192. Read and Write CSV as String CSV
  193. Read and Write Kafka Events Kafka
  194. Read and Write Unsigned Numbers in Parquet Files Version 8.1.0 Parquet
  195. Read and Write to an EventBus EventBus Threading
  196. Read from Amazon S3 Amazon S3
  197. Read from CSV And Writer to Excel Pipeline DataPipeline Foundations
  198. Read from Gmail Email STDOUT
  199. Read from JMS Queue In-Memory JMS
  200. Read from JMS Topic In-Memory JMS
  201. Read from Java beans Java Beans XPath
  202. Read from Memory CSV In-Memory
  203. Read from MongoDB CSV MongoDB STDOUT
  204. Read from a Database JDBC
  205. Read from an Excel File MS Excel
  206. Read from database using OPINIONATED type mapping JDBC
  207. Read from database using ORIGINAL type mapping JDBC
  208. Read from database using STRICT type mapping JDBC
  209. Read using TimedReader Performance
  210. Remove Duplicates Transform Remove Duplicates (Dedup)
  211. Remove Fields Transform Exclude Fields
  212. Remove/Retain Duplicate Fields Transform Remove Duplicates (Dedup)
  213. Rename Duplicate Fields Transform Rename Field
  214. Rename Fields Containing Spaces and Symbols Transform Rename Field
  215. Rename Fields Quickly in Flat And Tabular Data Transform Tabular Data Flat Data Performance Rename Field Fast Version 8.1.0
  216. Rename a Field Transform Rename Field
  217. Save and Load DataMapping to XML Data Mapping DataPipeline Foundations XML
  218. Save and Load DecisionTable to XML DataPipeline Foundations Decision Table XML
  219. Save and Load DecisionTree to XML Decision Tree DataPipeline Foundations XML
  220. Save and Load Diff to Record Diff Dataset DataPipeline Foundations
  221. Save and Restore Pipeline from JSON Pipeline DataPipeline Foundations
  222. Search Followers of a Twitter User Using v2 API Twitter2 STDOUT
  223. Search Twitter for Tweets Transform Twitter MS Excel Copy Field Multi-writer STDOUT
  224. Search Twitter for Tweets Using v2 API Twitter2 STDOUT
  225. Search for Jira Issues by Multiple IDs Jira
  226. Search for a Record Expression Language Filter Search In-Memory
  227. Select and Arrange Fields Transform Include Fields
  228. Serialize DataMapping containing special characters to XML Data Mapping Serialization DataPipeline Foundations XML
  229. Serialize RecordList to and from JSON JSON Serialization
  230. Serialize RecordList to and from XML Dataset Serialization XML
  231. Serialize and Deserialize Data CSV Native Serialization STDOUT
  232. Serialize and Deserialize Records Serialization STDOUT
  233. Set Default Values for Missing Data Schema DataPipeline Foundations
  234. Set a Calculated Field Programmatically Transform Assign Field Calculated Field
  235. Set a Calculated Field at Runtime Expression Language Transform Assign Field Calculated Field
  236. Set a Field Transform Assign Field
  237. Show Column Statistics Pipeline Dataset DataPipeline Foundations Analyze Data
  238. Show Data Mapping Model Problems Data Mapping DataPipeline Foundations
  239. Show Schema Model Problems Schema DataPipeline Foundations
  240. Show Unique Values in Column Pipeline DataPipeline Foundations Analyze Data
  241. Show the Columns and Tables of a Schema JDBC DataPipeline Foundations
  242. Skip First Line Using Limit Reader CSV
  243. Sort Records Transform Sort
  244. Specify Lookup Values Programmatically Transform Lookup
  245. Store Dataset In Memory Dataset DataPipeline Foundations
  246. Store Dataset on Disk Dataset DataPipeline Foundations
  247. Stream Record Fields Java Streams Streaming data
  248. Throttle Data being Read Throttle
  249. Throttle Data being Written Throttle
  250. Transform Records using Schema Schema DataPipeline Foundations
  251. Transition Jira Issue Jira
  252. Truncate large Excel cell values MS Excel 9.2
  253. Update Jira Issue Jira
  254. Upsert Records With Multiple JDBC Connections JDBC Upsert JDBC Multi-Writer Version 8.1.0
  255. Upsert Records to MySql or MariaDB JDBC Upsert MySQL
  256. Upsert Records to Oracle JDBC Upsert Oracle Database
  257. Upsert Records to PostgreSql JDBC Upsert PostgreSQL
  258. Upsert Records to Sybase JDBC Upsert Sybase Microsoft SQL Server
  259. Upsert Records to a Database Using Insert and Update JDBC Upsert
  260. Upsert Records to a Database Using Merge JDBC Upsert
  261. Upsert Variable Field Records JDBC Upsert
  262. Use Data Lineage with CsvReader CSV Data Lineage Debug
  263. Use Data Lineage with ExcelReader Data Lineage MS Excel Debug
  264. Use Data Lineage with FixedWidthReader Fixed Width Data Lineage Debug
  265. Use Data Lineage with JdbcReader JDBC Data Lineage Debug
  266. Use Data Lineage with Lookup Lookup Data Lineage Debug
  267. Use Data Lineage with OrcReader Data Lineage ORC Debug
  268. Use Data Lineage with ParquetReader Data Lineage Parquet Debug
  269. Use Multi Threading in a Single Job Threading
  270. Use SchemaFilter to Validate Records in a Pipeline Schema DataPipeline Foundations
  271. Use Streaming Excel for Reading MS Excel
  272. Use Streaming Excel for Writing CSV MS Excel
  273. Use a Custom AWS S3 Endpoint with AmazonS3FileSystem Amazon S3 Version 8.2.0
  274. Use a Retrying Reader Avro Retrying
  275. Use a Retrying Writer Avro Retrying
  276. Use an EventBus EventBus DataPipeline Foundations
  277. Use an EventBus in a Pipeline EventBus Threading
  278. Use partial wildcards in XPath when reading JSON JSON XPath 9.2
  279. Use partial wildcards in XPath when reading XML XPath 9.2 XML
  280. Validate Data using Entity Inheritance Validate Schema DataPipeline Foundations
  281. Validate Data using Nested Entities Validate Schema DataPipeline Foundations
  282. Validate Incoming Data Expression Language Transform Validate Rules
  283. Validate Record Fields Schema DataPipeline Foundations
  284. Validate Records using Fields and Rules Schema DataPipeline Foundations
  285. Validate Records using Rules Schema DataPipeline Foundations
  286. Validate Root Record Using Schema Filter Validate Schema
  287. Validate a Field Schema DataPipeline Foundations
  288. Validate a Value Schema DataPipeline Foundations
  289. Write A Parquet File Containing Spaces And Symbols In Column Names Transform CSV Parquet
  290. Write A Parquet File Using Database Table Schema JDBC Version 8.1.0 Database Parquet
  291. Write An ORC file to Amazon S3 using a Temporary File Amazon S3 ORC
  292. Write An Orc file to Amazon S3 Amazon S3 ORC
  293. Write Arrays and Nested Records to XML using FreeMarker Templates Template In-Memory Freemarker XPath XML
  294. Write CSV To XML Using FreeMarker Templates Template CSV XML
  295. Write Concatenated JSON
  296. Write Concatenated JSON With Nested Data JSON Streaming data
  297. Write Database View To Parquet File JDBC Version 8.1.0 Database Parquet
  298. Write Excel to Amazon S3 Amazon S3 MS Excel
  299. Write HTML using FreeMarker Templates Template HTML In-Memory
  300. Write JSON Lines JSON In-Memory JSON Lines
  301. Write JSON Lines With Nested Data JSON JSON Lines
  302. Write Key-Value Fields to MapWriter In-Memory
  303. Write Parquet to Amazon S3 Amazon S3 Parquet
  304. Write Parquet to Amazon S3 Using a Temporary File Amazon S3 Parquet
  305. Write UUID to JSON file JSON UUID
  306. Write a CSV File to Database (1) CSV JDBC
  307. Write a CSV File to Database (2) CSV JDBC
  308. Write a CSV File to a Fixed Width / Fixed Length Record File Fixed Width CSV
  309. Write a JSON File using FreeMarker Templates Template JSON In-Memory Freemarker XPath
  310. Write a Parquet File Parquet
  311. Write a Parquet file using Schema Parquet
  312. Write a Parquet file using schema from EntityDef Schema Parquet
  313. Write a Parquet file using the schema derived from any dataset Parquet
  314. Write a Parquet file using the schema from a database query JDBC Version 8.1.0 Parquet
  315. Write a Sequence of Files by Elapsed Time CSV Simple
  316. Write a Sequence of Files by Record Count CSV Simple
  317. Write a Simple JSON File JSON Simple
  318. Write a Simple XML File Simple XML
  319. Write an Avro File Avro
  320. Write an Orc File ORC
  321. Write an XML File Programmatically Template In-Memory XML
  322. Write an XML File using FreeMarker Templates Template In-Memory Freemarker XPath XML
  323. Write my own Data Reader Customize
  324. Write my own Data Writer Customize
  325. Write my own Filter or Validator Transform Filter Validate Customize
  326. Write my own Lookup Transform Lookup Customize
  327. Write my own Transformer Transform Customize
  328. Write to A Data Writer using Tee Reader Multi-writer STDOUT
  329. Write to Amazon S3 Using Multipart Streaming Amazon S3
  330. Write to Excel CSV MS Excel
  331. Write to JMS Queue In-Memory JMS
  332. Write to JMS Topic In-Memory JMS
  333. Write to JSON Stream (Simple) JSON In-Memory Simple
  334. Write to JSON Stream Programmatically Template JSON In-Memory
  335. Write to Memory CSV In-Memory
  336. Write to MongoDB CSV MongoDB
  337. Write to Several Data Writers at Once In-Memory MS Excel Multi-writer
  338. Write to XML Stream (Simple) In-Memory Simple XML
  339. Write to a Database Using Custom Jdbc Insert Strategy JDBC JDBC Insert Strategy
  340. Write to a Database Using Generic Upsert Strategy JDBC Upsert
  341. Write to a Database Using Merge Upsert Strategy JDBC Upsert
  342. Write to a Database Using Merge Upsert Strategy with Batch JDBC Upsert
  343. Write to a Database Using Multi Row Prepared Statement Insert Strategy JDBC JDBC Insert Strategy
  344. Write to a Database Using Multi Row Statement Insert Strategy JDBC JDBC Insert Strategy
  345. Write to a Database Using Multiple Connections JDBC JDBC Multi-Writer MS Excel
  346. Write to the Console STDOUT

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