Introduction
OVDS-Utils is a python library implementing classes and wrapers with easier to comprehend interfaces to openvds.
Examples are:
- VDS class implementing
__getitem__method for easy data read out and many others feature to make life easier.
To install:
Run pip install ovds-utils or execute python setup.py install in the source directory
Creating and reading VDS source example
You can easily create and access the VDS source/file by simply creating a VDS class instance and using __getitem__ method to read data.
import numpy as np
from ovds_utils.ovds.enums import BrickSizes
from ovds_utils.vds import VDS
shape = (251, 51, 126)
data = np.random.rand(*shape).astype(np.float32)
vds = VDS(
path="example.vds",
connection_string="",
shape=shape,
data=data,
databrick_size=BrickSizes.BrickSize_128,
access_mode=AccessModes.Create,
)
print(vds[:10,0,0])
>>> [0.14836921 0.06490713 0.05770212 0.2364456 0.49000826 0.1573576
0.5017615 0.456749 0.6573513 0.72831243]
Writing to VDS source chunk by chunk
import numpy as np
from ovds_utils.metadata import MetadataTypes, MetadataValue
from ovds_utils.ovds.enums import BrickSizes, Formats
from ovds_utils.vds import VDS, Channel, Components, Formats, AccessModes
metadata = {
"example": MetadataValue(value="value", category="category#1", type=MetadataTypes.String)
}
shape = (251, 51, 126)
data = np.random.rand(*shape).astype(np.float64)
zeros = np.zeros(shape, dtype=np.float64)
vds = VDS(
"example.vds",
data=zeros,
metadata_dict=metadata,
databrick_size=BrickSizes.BrickSize_64,
access_mode=AccessModes.Create,
channels=[
Channel(
name="Channel0",
format=Formats.R64,
unit="unitless",
value_range_min=0.0,
value_range_max=1000.0,
components=Components.Components_1
)
]
)
for c in vds.channel(0).chunks():
c[:, :, :] = data[c.slices]
c.release()
vds.channel(0).commit()
print(vds[:10,0,0])
>>> [0.14836921 0.06490713 0.05770212 0.2364456 0.49000826 0.1573576
0.5017615 0.456749 0.6573513 0.72831243]
Links
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
ovds_utils-0.3.1.tar.gz
(13.2 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ovds_utils-0.3.1.tar.gz.
File metadata
- Download URL: ovds_utils-0.3.1.tar.gz
- Upload date:
- Size: 13.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/5.1.1 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bf5b901f591f0b789538baf7cc9513a2f8592407691cdb59a06a2718966e6b1c
|
|
| MD5 |
cf68ad49595256dd12a425edddfcd2cd
|
|
| BLAKE2b-256 |
5f17223783f98c2c3d611116079bf664dc1518fb0832ddae7c017bbbdaec587c
|
File details
Details for the file ovds_utils-0.3.1-py3-none-any.whl.
File metadata
- Download URL: ovds_utils-0.3.1-py3-none-any.whl
- Upload date:
- Size: 14.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/5.1.1 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5daf1d9cdb389b0c6f4402ac9b4a774f331cdca37e5ed03775e21cc88728ac72
|
|
| MD5 |
f83e8be18a5831ad7dae5cb36876d2b4
|
|
| BLAKE2b-256 |
5174f431f2a9219601837461902965be24d265be9ec74b9a4fb99e715ffe8f9b
|
