DataFrame Mapper
THIS IS EXPERIMENTAL.
Requirements
Python 3.5+
Pandas 0.20.0+
Installation
Install DataFrame Mapper via pip:
$ pip install dataframe-mapper
Example
Simple DataFrame Mapper example:
from dfmapper import DataFrameMapper, IntColumn, StrColumn
class UserDfm(DataFrameMapper):
id = IntColumn(min=1, nullable=False)
username = StrColumn(max_length=30, nullable=False)
profile = StrColumn()
def find_by_id(self, id):
return self.df[self.df.id == id]
user_dfm = UserDfm({
"id": [1, 2, 3],
"username": ["Bessie Bennett", "Sandra Matthews", "Jessie Bates"],
"profile": ["BLAH BLAH BLAH", "PITH PITH PITH", None]
})
user_dfm.is_valid()
#: True
user_dfm.find_by_id(1)
#: id username profile
#: 0 1 Bessie Bennett BLAH BLAH BLAH
License
DataFrame Mapper is licensed under MIT License. See LICENSE for more information.
1 maintainer
Metadata
1 maintainer
Release files for dataframe-mapper 0.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| dataframe-mapper-0.0.3.tar.gz | 5.7 kB | Without provenance | Details for dataframe-mapper-0.0.3.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| dataframe_mapper-0.0.3-py3-none-any.whl | Python 3 | none | any | Details for dataframe_mapper-0.0.3-py3-none-any.whl |
Total release size: 12.3 kB
Release files / dataframe-mapper-0.0.3.tar.gz
| Download URL | dataframe-mapper-0.0.3.tar.gz |
|---|---|
| Size | 5.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d3a04d0daf28a212d7fc8f96da73642c0dd9db959f613bd5054b8d1b780212b9
|
|
BLAKE2b-256 checksum How to use checksums |
e5a94ba8ea5d597d1901dcbdbf07c99a2840ffa6b7f7729bbc5c9bf701d5a548
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
Release files / dataframe_mapper-0.0.3-py3-none-any.whl
| Download URL | dataframe_mapper-0.0.3-py3-none-any.whl |
|---|---|
| Size | 6.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
440f4116990076490ce4bd29bb7fc373d390a8477eb1985c8e05068b24c5dda8
|
|
BLAKE2b-256 checksum How to use checksums |
b75820cce8519337744ff386b98b846c4649c1db65b732a639f96416ae5182c3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
Security for dataframe-mapper 0.0.3
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
