{"id":21253,"date":"2024-06-13T14:36:07","date_gmt":"2024-06-13T21:36:07","guid":{"rendered":"https:\/\/tdengine.com\/?page_id=21253"},"modified":"2024-11-26T08:14:00","modified_gmt":"2024-11-26T16:14:00","slug":"data-sources","status":"publish","type":"page","link":"https:\/\/tdengine.com\/data-sources\/","title":{"rendered":"Data Sources"},"content":{"rendered":"\n

Data infrastructure is a huge investment for industrial enterprises and not one that can be “ripped and replaced” on a whim. As your business grows, it’s likely that new sites will be brought online that use different platforms or protocols, making it difficult to obtain company-wide data — different systems, different data structures, even different units of measurement can all be serious challenges for operations teams. For that reason, it’s important that your data centralization solution support a wide variety of data sources.<\/p>\n\n\n\n

Unlike other time-series databases, TDengine is purpose-built for industrial scenarios and include built-in connectors for systems commonly used in plants today. Say goodbye to hacked-together solutions and manual export of data — TDengine can ingest real-time and historical data from modern industrial protocols, data collectors, traditional historians, and more. In addition, TDengine can easily import and parse CSV files with advanced ETL options just like other data sources.<\/p>\n\n\n\n

Industrial Data Protocols<\/h2>\n\n\n
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TDengine can ingest data from MQTT 3.1, 3.11, and 5.0 brokers like HiveMQ.<\/p>\n\n<\/a>\n\n\n\n

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TDengine is compatible with OPC UA and OPC DA servers such as Matrikon.<\/p>\n\n<\/a>\n<\/div>\n\n\n

Data Collectors and Event Stores<\/h2>\n\n\n
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TDengine can synchronize data from one or more Kafka topics in real time or in batches.<\/p>\n\n<\/a>\n\n\n\n

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TDengine can ingest data from Telegraf, an open-source metrics collection utility.<\/p>\n\n<\/a>\n\n\n\n

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TDengine can ingest data from Prometheus, an open-source systems monitoring toolkit.<\/p>\n\n<\/a>\n\n\n

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collectd<\/div>\n\n<\/div>\n\n\n

TDengine can ingest data from collectd, a system statistics collection daemon.<\/p>\n\n<\/a>\n\n\n\n

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TDengine can ingest data from Icinga 2, a scalable and extensible monitoring system.<\/p>\n\n<\/a>\n<\/div>\n\n\n

Traditional Data Historians<\/h2>\n\n\n
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TDengine provides a powerful extension of PI System that brings your data into a modern, open ecosystem.<\/p>\n\n<\/a>\n\n\n\n

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TDengine builds on the solid foundation of Wonderware Historian by centralizing data into a high-performance TSDB.<\/p>\n\n<\/a>\n<\/div>\n\n\n

Time-Series Databases<\/h2>\n\n\n
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TDengine can synchronize data from InfluxDB 1.x and 2.x.<\/p>\n\n<\/a>\n\n\n\n

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TDengine can synchronize data from OpenTSDB, a popular legacy TSDB.<\/p>\n\n<\/a>\n<\/div>\n\n\n

Relational Databases<\/h2>\n\n\n
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MySQL<\/div>\n\n\n\n

TDengine can replicate time-series data from MySQL into our purpose-built platform.<\/p>\n\n<\/a>\n\n\n

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PostgreSQL<\/div>\n\n<\/div>\n\n\n

TDengine can replicate time-series data from PostgreSQL into our platform.<\/p>\n\n<\/a>\n<\/div>","protected":false},"excerpt":{"rendered":"

Data infrastructure is a huge investment for industrial enterprises and not one that can be “ripped and replaced” on a whim. As your business grows, it’s likely that new sites will be brought online that use different platforms or protocols, making it difficult to obtain company-wide data — different systems, different data structures, even different … Read more<\/a><\/p>\n","protected":false},"author":102,"featured_media":22403,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"categories":[],"tags":[],"ppma_author":[181],"class_list":["post-21253","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/21253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/users\/102"}],"replies":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/comments?post=21253"}],"version-history":[{"count":10,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/21253\/revisions"}],"predecessor-version":[{"id":24011,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/21253\/revisions\/24011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/media\/22403"}],"wp:attachment":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/media?parent=21253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/categories?post=21253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/tags?post=21253"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/ppma_author?post=21253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}