Metadata-Version: 2.1
Name: graphpanda
Version: 0.1.0
Summary: It's a python package that allows you to convert pandas dataframe into Cypher insert queries. It gives you a way to specify your record linking algorithms for determining edges and setting attributes.
Home-page: https://github.com/bobrinik/graphpanda
Author: Maksim Bober
License: MIT license
Description: # Graphpanda 🛠
        
        `Graphpanda` is a python package that allows you to convert pandas dataframe into `Cypher` insert queries. It gives you a way to specify your record linking algorithms for determining edges and setting attributes.
        
        ## Who should use it?
        Anyone who is analyzing data in python using pandas and wants to have a way to analyze it with cypher in a graph database.
        
        ## Installation
        Use the package manager [pip](https://pip.pypa.io/en/stable/) to install graphpanda.
        
        ```bash
        pip install -e path_to_graphpanda
        ```
        
        ## Usage
        
        ```python
        df = pd.DataFrame(data=[
            {"c1": 1, "c2": 2, "c3": "wow"},
            {"c1": 1, "c2": 2, "c3": "wow"},
            {"c1": 1, "c2": 2, "c3": "wow"},
        ])
        
        df2 = pd.DataFrame(data=[
            {"d1": 1},
            {"d1": 2},
            {"d1": 3},
        ])
        
        domain1 = form_node_domain(df, ("TestNode", ["c2"]))
        domain2 = form_node_domain(df2, ("Node2", ["d1"]))
        
        get_selection_func1 = domain1.get_selection_function(["c2"])
        get_selection_func2 = domain2.get_selection_function(["d1"])
        
        exact_match_one_field = exact_match(
            get_selection_func1, get_selection_func2)
        
        graph = form_edges(domain1, domain2, exact_match_one_field)
        
        cypher_graph = CypherGraph(graph)
        out = cypher_graph.get_create_statements()
        print(out)
        
        CREATE (node_339606590492800375:Node2 {d1:2})
        CREATE (node_4387139851793128730:Node2 {d1:1})
        CREATE (node_4180099955292202157:Node2 {d1:3})
        CREATE (node_5208008065052232978:TestNode {c2:2})
        CREATE
        (node_5208008065052232978)-[:EXACT_MATCH {}]->(node_339606590492800375)
        ```
        
        ## Contributing 💓
        Pull requests are welcome. For significant changes, please open an issue first to discuss what you would like to change. Please make sure to update the tests as appropriate. It would be nice to ask @Bobrinik before to make sure that we follow the same guidelines and vision.
        
        ## Future work
        - Add more record linking functions:
            - https://en.wikipedia.org/wiki/Record_linkage
        
        ## License
        [MIT](https://choosealicense.com/licenses/mit/)
        
Keywords: graphpanda
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.5
Description-Content-Type: text/markdown
