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This library makes your software to dump and load data in databases with sqlalchemy.

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Project description

sqlalchemy-loadump

Library image

.github/workflows/main.yml PyPI - Version Apache-2.0 PyPI - Downloads

This library makes your software to dump and load data in databases with sqlalchemy.

✨Features

  • Dump data in databases to file
  • Load data from file into databases
  • Dump/Load without defining SQLAlchemy table

📥Installation

Latest version

pip install sqlalchemy-loadump

Specific version(e.g. 0.1.1)

pip install sqlalchemy-loadump==0.1.1

📖Usage

⌨️Commandline

Dump

This command dumps data in the sqlite3 database (db.sqlite3) to the json file.

python -m sqlalchemy_loadump dump \
--dump-file-type=json \
--dump-file-path=dump.json \
--db-url=sqlite:///db.sqlite3

Load

This command loads data from the json file and inserts it into the sqlite3 database (db.sqlite3) database.

python -m sqlalchemy_loadump load \
--dump-file-type=json \
--dump-file-path=dump.json \
--db-url=sqlite:///db.sqlite3

📦Dependencies

  • Python 3.8+
  • SQLAlchemy 2.0+

📦Development dependencies

  • Poetry
  • Docker
  • Docker Compose

🛠️Supported Dump Formats

  • JSON

🛠️Supported Databases

  • SQLite3
  • PostgreSQL
  • Microsoft SQLServer

🛠️Supported(Tested) DataType List

SQLite3

DataType List
- BigInteger
- Boolean
- Date
- DateTime
- Double
- Enum
- Float
- Integer
- (Interval) ・・・ Treated as DateTime
- LargeBinary
- Numeric
- SmallInteger
- String
- Text
- Time
- Unicode
- UnicodeText
- Uuid

PostgreSQL

DataType List
- BigInteger
- Boolean
- Date
- DateTime
- Double
- Enum
- Float
- Integer
- Interval
- LargeBinary
- Numeric
- SmallInteger
- String
- Text
- Time
- Unicode
- UnicodeText
- Uuid

Microsoft SQLServer

DataType List
- BigInteger
- Boolean
- Date
- DateTime
- Double
- Enum
- Float
- Integer
- (Interval) ・・・ Treated as DateTime
- LargeBinary
- Numeric
- SmallInteger
- String
- Text
- Time
- Unicode
- UnicodeText
- Uuid

⚠️Limitation of the result of dumping.

The python type of the result of convertion depends on the column type of table reflected by MetaData.reflect.

As a result, there is a possibility of losing type information from the dumped data.

For instance, using SQLite3, when creating a table with a UUID(SQLAlchemy) column and then dumping it, the dumped result will become a string type.

However, for the types listed in the "Supported DataType List," we ensure the proper dumping and loading of data.

👨‍💻Development Setup

Install docker & docker-compose

This library uses docker & docker-compose to test.

You can install docker & docker-compose by following this link.

Install poetry

This library uses poetry to manage dependencies and build.

You can install poetry by following this link.

Install dependencies

Installing dependencies for this library.

poetry install

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