{"product_id":"ultimate-iparq-parquet-inspector-ai-powered-metadata-analysis","title":"Ultimate iParq Parquet Inspector: AI-Powered Metadata Analysis","description":"\u003ch3\u003eUltimate iParq Parquet Inspector: AI-Powered Metadata Analysis\u003c\/h3\u003e\n\n\u003cp\u003eThe Ultimate iParq Parquet Inspector is an AI-powered tool for inspecting Parquet file metadata. It allows developers and teams to analyze the technical structure of Parquet files without querying the row data, thus ensuring an efficient and focused examination of storage-level features.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eInspects Parquet file metadata, including compression, encodings, physical and logical data types.\u003c\/li\u003e\n    \u003cli\u003eExamines row groups, sort orders, Bloom filters, dictionary pages, and page indexes.\u003c\/li\u003e\n    \u003cli\u003eOffers detailed statistics and geospatial data analysis.\u003c\/li\u003e\n    \u003cli\u003eProvides machine-readable outputs in JSON format, maintaining separation of diagnostics.\u003c\/li\u003e\n    \u003cli\u003eAllows multiple paths or shell-expanded glob patterns to compare features across files.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and teams utilizing AI coding agents like Claude Code, Cursor, and Codex, who need to delve into the metadata of Parquet files. It is particularly beneficial for those seeking to troubleshoot and optimize storage features in data handling workflows.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExplaining the write attributes of one or more Parquet files with precision.\u003c\/li\u003e\n    \u003cli\u003eComparing metadata across multiple Parquet files for optimization diagnosis.\u003c\/li\u003e\n    \u003cli\u003eAcquiring machine-readable Parquet metadata for integration with other data processes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes the iParq command-line interface (CLI) for metadata inspection.\u003c\/li\u003e\n    \u003cli\u003eSupports JSON output for machine-readability.\u003c\/li\u003e\n    \u003cli\u003eFeatures options to focus inspections with commands like `--metadata-only`, `--column NAME`, and `--details`.\u003c\/li\u003e\n    \u003cli\u003eEasy execution directly or via a temporary invocation using `uvx --refresh iparq`.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eMiguelElGallo\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/MiguelElGallo\/iparq\" rel=\"nofollow noopener\" target=\"_blank\"\u003eMiguelElGallo\/iparq\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53055087444279,"sku":"MCP-MIGUELELGALLO-IPARQ-IPARQ-PARQUET-INSPECTOR","price":25.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/S2rgMrsJlnnHstF0civXz_1a47c573e6384dc6b97520a4c51d1964.jpg?v=1790510558","url":"https:\/\/mcpcart.com\/products\/ultimate-iparq-parquet-inspector-ai-powered-metadata-analysis","provider":"SPF PRO","version":"1.0","type":"link"}