Apache CouchDB (CouchDB (link resides outside IBM)) is an open source NoSQL document database that collects and stores data in JSON-based document formats.
Apache CouchDB is an open-source document-oriented NoSQL database, implemented in Erlang. CouchDB uses multiple formats and protocols to store, transfer, and process its data. It uses JSON to store data, JavaScript as its query language using MapReduce, and HTTP for an API.
CouchDB is a document storage NoSQL database. It provides the facility of storing documents with unique names, and it also provides an API called RESTful HTTP API for reading and updating (add, edit, delete) database documents. In CouchDB, documents are the primary unit of data and they also include metadata.
There is no firm answer. Here are some guidelines:
Nothing hardcoded, but you will eventually start running into resource constraints, depending on the hardware you have available.
Depends on what you mean by "large numbers." Thousands are fine; billions probably not (though with the Cloudant changes coming in v2.0.0 I'd guess that the reasonable cap on DB count probably goes up).
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