mongo-analyser 0.2.0b1

Analyze and understand data stored in MongoDB from the command line

Mongo Analyser

Analyze and understand data stored in MongoDB from the command line

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Mongo Analyser is a tool for better understanding the structure of MongoDB collections. It helps users infer the schema of a collection by analyzing a sample of documents, identifying field types, and providing insights into the data distribution, etc. It provides a text user interface (TUI) with built-in AI assistance to help users get a better understanding of their data.

Features

• Automatically infers the schema of MongoDB collections
• Identifies the types of fields in the collection
• Provides insights into the distribution of data
• Provides a user-friendly TUI with integrated AI assistance
• Works with MongoDB Atlas and self-hosted MongoDB instances
• Works with models from Ollama, OpenAI, and Google

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Installation

pipx install mongo-analyser

Or

uv tool install mongo-analyser

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Documentation

Mongo Analyser supports the following field types when inferring the schema of a MongoDB collection:

Field Type	Python Equivalent	MongoDB Equivalent	Comments
int32	int	int32
int64	int	int64
double	float	double
str	str	string
bool	bool	bool
datetime	datetime	date
dict	dict	document	Equivalent to a BSON document (which is a MongoDB object or subdocument)
empty	None or []	null or array	The empty type is used when a field has no value (null) or is an empty array.
array<type>	list	array	The type of the elements in the array is inferred from the sample of documents and can be any of the supported types except for array<type>
binary<UUID>	bytes	binary (subtype 4)	The UUID is stored as a 16-byte binary value
binary<MD5>	bytes	binary (subtype 5)	The MD5 hash is stored as a 16-byte binary value
binary<ObjectId>	bytes	objectId	The ObjectId is stored as a 12-byte binary value

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Contributing

See CONTRIBUTING.md for details on how to make a contribution.

Logo

The leaf logo is originally from SVG Repo.

License

Mongo Analyser is licensed under the MIT License.