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Combine XPath, CSS Selectors and JSONPath for Web data extracting.

Project description

license Pypi Status Python version Package version PyPI - Downloads GitHub last commit Code style: black Build Status codecov Documentation Status

Combine XPath, CSS Selectors and JSONPath for Web data extracting.

Quickstarts

Installation

Install the stable version from PYPI.

pip install data-extractor

Or install the latest version from Github.

pip install git+https://github.com/linw1995/data_extractor.git@master

Usage

from data_extractor import Field, Item, JSONExtractor


class Count(Item):
    followings = Field(JSONExtractor("countFollowings"))
    fans = Field(JSONExtractor("countFans"))


class User(Item):
    name_ = Field(JSONExtractor("name"), name="name")
    age = Field(JSONExtractor("age"), default=17)
    count = Count()


assert User(JSONExtractor("data.users[*]"), is_many=True).extract(
    {
        "data": {
            "users": [
                {
                    "name": "john",
                    "age": 19,
                    "countFollowings": 14,
                    "countFans": 212,
                },
                {
                    "name": "jack",
                    "description": "",
                    "countFollowings": 54,
                    "countFans": 312,
                },
            ]
        }
    }
) == [
    {"name": "john", "age": 19, "count": {"followings": 14, "fans": 212}},
    {"name": "jack", "age": 17, "count": {"followings": 54, "fans": 312}},
]

Changelog

v0.6.0.dev1

  • 2459f7d Dev,New:Add Github Actions for CI

  • a151a91 Dev,New:Add scripts/export_requirements_txt.sh

  • f7cdaa3 Dev,Chg:Remove travis-ci

  • f1d21fe New:Make different implementations of JSONExtractor optional

  • 9f74619 Fix:Use __getattr__ on the module in the wrong way

  • 25a8bf8 Dev,Fix:Cannot use pytest.mark.usefixtures() in pytest.param

  • 8f51603 Dev,Chg:Upgrade poetry version in Makefile

  • 21aa08e Dev,Chg:Test in two ways

  • 4cb4678 Chg:Upgrade dependencies

  • 4177b98 Dev,Fix:remove the venv before pretest installation

  • 0175cde New:Add jsonpath-extractor as opitional json extractor backend

Project details


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