scudata's profile picture. SPL:a new structured data processing language.
esProc SPL:Data analysis engine . 
Low code / High performance / Lightweight / Versatility

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SPL:a new structured data processing language. esProc SPL:Data analysis engine . Low code / High performance / Lightweight / Versatility

This article compares SQL, Python & esProc SPL for data analysis via 5 practical cases (session count, retention rate, etc.). SPL stands out with concise code, simplifying complex computations. medium.com/p/what-to-use-…


SPL Practice: Compare data between Oracle & MySQL (same logical tables). Address data type/processing differences, offer SQL/SPL solutions for small/large-scale data (with/without primary keys). medium.com/p/spl-practice…


SPL enables real-time, lightweight mixed-source computing across RDBs, NoSQL, Kafka, etc. It uses native connectors, unified data objects & cursors for big data, easily integrating with apps. Open-source now! medium.com/p/spl-practice…


SPL simplifies cross-database SQL migration! Its sqltranslate() converts standard SQL to ORACLE/MySQL/PG syntax, supports custom functions, integrates via JDBC, enabling seamless DB switching. medium.com/p/spl-practice…


SPL simplifies structured text computing (TXT/CSV) with easy reading, filtering, aggregation, sorting & joins. Seamlessly integrates with Java via JDBC. Open-source, efficient alternative to SQL/Java for non-database data tasks. medium.com/p/spl-practice…


Simplify MongoDB queries with esProc! It offers a user-friendly API, handles complex calculations easily, integrates smoothly with Java via JDBC, and supports SQL. Try its standard edition for efficient data operations. medium.com/p/how-to-simpl…


esProc (SPL) supplements databases' missing SQL capabilities (time series, dynamic pivot, grouped subset filtering, etc.). Easy to code/debug, seamlessly integrates with Java—simplifies complex data tasks! medium.com/p/how-to-suppl…


Simplify nested SQL in apps with esProc SPL: easier code than SQL for complex tasks. Guide on integration, IDE setup, Java deployment & script execution for data analysis/reporting. medium.com/p/how-to-simpl…


esProc’s aligned sequence speeds up enumerated field filtering! Converts values to position numbers, avoids frequent comparisons. 10M records: MySQL takes 28s, esProc just 0.5s. Great for static data! medium.com/p/how-to-speed…


esProc boosts EXISTS/NOT EXISTS performance in primary-subtable joins via ordered merge. Outperforms MySQL drastically (e.g., 114s vs 0.8s) with simple setup—ideal for large static data tasks. medium.com/p/how-to-speed…


esProc boosts large primary-subtable join speed vs MySQL via ordered merge. Pre-sort by primary key, export to high-performance files. Completes tasks in 1.7-4s; MySQL fails in 10+. medium.com/p/how-to-speed…


esProc outperforms MySQL in multi-table JOINs via sequence-based association. It avoids wide table redundancy, cuts query time drastically (1-1.3s vs 28-44s), ideal for static historical data analysis. medium.com/p/how-to-speed…


This article shows esProc speeds up COUNT DISTINCT vs MySQL. It uses ordered data storage, multi-threading, cutting time from 16s to 0.4s-2s, with setup & test details. medium.com/p/how-to-speed…


The article explains using esProc to dump MySQL's 30M-row orders table into BTX/CTX files, cutting query time (e.g., 17.69s MySQL → 0.566s CTX parallel) for faster static data analysis. medium.com/p/how-to-dump-…


This article explains how to use esProc for hot-cold data mixed computing: download/configure esProc, set data sources, write SPL scripts, & integrate it into Java apps for efficient queries. medium.com/p/how-to-imple…


Article guides using esProc for mixed Oracle-MySQL computations—setup, small/large data handling, Java integration. Lighter than logical data warehouses/DuckDB. medium.com/p/how-to-imple…


This article explains using esProc for cross-database table JOINs, covering data setup, esProc installation/config, case implementations (dimension & primary-subtable joins) and efficiency tips. medium.com/p/how-to-imple…


This article shows using esProc for cross-database table merging: installation, MySQL config, in-memory/big data merging (deduplication), comparison, file output, and Java embedding. medium.com/p/how-to-imple…


After receiving JSON from RESTful services, further calculations are often required. Processing such data in Java is cumbersome. EsProc simplifies this significantly, as it can connect to RESTful interfaces, excels at processing multi-layered data ... medium.com/p/how-to-opera…


esProc provides JDBC drivers and computation libraries, which can embed SPL statements in Java and directly query CSV files as data tables, making it much more convenient. medium.com/p/how-to-query…


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