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

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