mongo-tfrecords
mongo-tfrecords - Library that exports mongodb data to tensorflow files (tf-record)
Installation
pip install mongo-tfrecords
Usage examples
# from bash
python3 -m mongo_tfrecords
# api docs
python3 -m mongo_tfrecords --help
# from python
from mongo_tfrecords import export
export(
collection="test",
database="mongodb://user:password@hostname:27017/database_name?authSource=admin",
path="/path/to/",
files_template="{}.tfrecord",
count_per_file=100000, # count items per one file
features=["field1", "field2"], # fields [int, float, string, bytes, ...],
skip=10,
limit=10000,
verbose=True, # show progress bar
)
License
Apache License 2.0 (See LICENSE)
Copyright 2020, Vadim Sharay
1 maintainer
Metadata
1 maintainer
Release files for mongo-tfrecords 0.0.2
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Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mongo_tfrecords-0.0.2.tar.gz | 8.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mongo_tfrecords-0.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 19.1 kB
Release files / mongo_tfrecords-0.0.2.tar.gz
| Download URL | mongo_tfrecords-0.0.2.tar.gz |
|---|---|
| Size | 8.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
Release files / mongo_tfrecords-0.0.2-py3-none-any.whl
| Download URL | mongo_tfrecords-0.0.2-py3-none-any.whl |
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| Size | 10.2 kB |
| Tags | Python 3 |
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twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.2
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