Metadata-Version: 1.1
Name: infdata
Version: 1.0.8
Summary: Package management command for data.
Home-page: https://github.com/infamily/infinity-data
Author: Mindey I.
Author-email: mindey@qq.com
License: UNLICENSE
Description-Content-Type: UNKNOWN
Description: # infinity-data
        
        This is a simple package that helps read Infinity data format and get data in such format.
        
        ## Quick start
        
        ### Get data
        
        Just `pip install infdata`, and start getting data.
        
        For example,
        ```
        $ inf pull example.com/posts==crawler-1.0.0
        ```
        
        pulls records that are posts from `example.com/posts`, `crawler-1.0.0` version.
        
        ### Publish data
        ```
        $ int init                     # initiates folder .inf/
        $ inf login                    # saves token to .inf/config
        $ inf search example.com/posts # searches for dataset versions
        $ inf push file.json           # uploads Infinity JSON or JSON-L data to specified infinity server
        ```
        
        **Note:** the tokens `['example.com/posts', 'crawler-1.0.0']` together define a unique `[source-specific, crawler-specific]` schema.
        
        # Infinity JSON
        
        Infinity JSON format includes a header line, which specifies schemas (`[S]`) and types (`[T]`) for its records.
        
        Example:
        
        ```
        [
          {'': [[S],[T], 'x': [[S],[T]], 'y': [{'': [[S],[T]], 'z': [[S],[T]]}]},
          {'x': '1,330.98', 'y': [{'z': 1}, {'u': 2}]},
          {'x': '2,011.19', 'y': [{'z': 4}, {'u': 3}]},
        ]
        ```
        
        The schemas, types specification for the empty string key `''` specifies the schema and type for the records themselves (required in every level separated by curly braces), whereas the rest of keys specify schemas and types for the data accessible via the keys.
        
        This way, if we want to specify, that the `x` must be casted to a `float`, and means the [elevation](https://www.wikidata.org/wiki/Q2633778), we can do:
        
        ```
        [
          {'': [], 'x': {'': [['str'],['https://www.wikidata.org/wiki/Q2633778']]}},
          {'x': '1,330.98', 'y': [{'z': 1}, {'u': 2}]},
          {'x': '2,011.19', 'y': [{'z': 4}, {'u': 3}]},
        ]
        ```
        
        If you want to additionally, add conversion rules, you can include lambda expression after the final type:
        
        ```
        [
          {'': [], 'x': {'': [['float', "lambda x: x.replace(',','')"],['https://www.wikidata.org/wiki/Q2633778']]}},
          {'x': '1,330.98', 'y': [{'z': 1}, {'u': 2}]},
          {'x': '2,011.19', 'y': [{'z': 4}, {'u': 3}]},
        ]
        ```
        
        This way, the final data becomes:
        
        ```
        from inf import normalize
        
        normalize(
            [
              {'x': [['float', "lambda x: x.replace(',','')"],['https://www.wikidata.org/wiki/Q2633778']]},
              {'x': '1,330.98', 'y': [{'z': 1}, {'u': 2}]},
              {'x': '2,011.19', 'y': [{'z': 4}, {'u': 3}]},
            ]
        )
        ```
        
        Result is:
        
        ```
        [
          {'Q2633778': 1330.98, 'y': [{'z': 1}, {'u': 2}]},
          {'Q2633778': 2011.19, 'y': [{'z': 4}, {'u': 3}]},
        ]
        ```
        
        # Infinity CSV
        
        Sometimes we want to include schema and type (`S`, `T`) into CSV. In that case, we use `|` to separate them:
        
        ```
        Column Name|S|T,
        ```
        
        For example:
        
        ```
        Name||,Surname||,
        ```
        
        If we want to enforce some rules, we could do then:
        
        ```
        Name|str|https://www.wikidata.org/wiki/Q82799,Surname|str,lambda x: x[:10]|https://www.wikidata.org/wiki/Q101352,
        ```
        
Keywords: inf
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Topic :: Utilities
Classifier: License :: Public Domain
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.2
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
