
Security News
NIST Under Federal Audit for NVD Processing Backlog and Delays
As vulnerability data bottlenecks grow, the federal government is formally investigating NIST’s handling of the National Vulnerability Database.
Fast, low-level async TIFF and GeoTIFF reader for Python.
This documentation is for the Python bindings. Refer here for the Rust crate documentation.
from async_tiff import TIFF
from async_tiff.store import S3Store
# You'll also need to provide credentials to access a requester pays bucket
store = S3Store("naip-visualization", region="us-west-2", request_payer=True)
path = "ny/2022/60cm/rgb/40073/m_4007307_sw_18_060_20220803.tif"
tiff = await TIFF.open(path, store=store, prefetch=32768)
primary_ifd = tiff.ifds[0]
primary_ifd.geo_key_directory.citation
# 'NAD83 / UTM zone 18N'
primary_ifd.geo_key_directory.projected_type
# 26918
# (EPSG code)
primary_ifd.sample_format
# [<SampleFormat.Uint: 1>, <SampleFormat.Uint: 1>, <SampleFormat.Uint: 1>]
primary_ifd.bits_per_sample
# [8, 8, 8]
tile = await tiff.fetch_tile(0, 0, 4)
decoded_bytes = await tile.decode_async()
# Use rasterio and matplotlib for visualization
import numpy as np
from rasterio.plot import reshape_as_raster, show
# Wrap the rust buffer into a numpy array
arr = np.frombuffer(decoded_bytes, np.uint8)
# We first need to reshape the array into the *existing* "image" axes
arr = arr.reshape(512, 512, 3)
# Then we need to reshape the "image" axes into "raster" axes
# https://rasterio.readthedocs.io/en/stable/topics/image_processing.html
arr = reshape_as_raster(arr)
show(arr, adjust=True)
from async_tiff import TIFF
from async_tiff.store import S3Store
store = S3Store("sentinel-cogs", region="us-west-2", skip_signature=True)
path = "sentinel-s2-l2a-cogs/12/S/UF/2022/6/S2B_12SUF_20220609_0_L2A/B04.tif"
tiff = await TIFF.open(path, store=store, prefetch=32768)
primary_ifd = tiff.ifds[0]
# Text readable citation
primary_ifd.geo_key_directory.citation
# EPSG code
primary_ifd.geo_key_directory.projected_type
primary_ifd.sample_format[0]
# <SampleFormat.Uint: 1>
primary_ifd.bits_per_sample[0]
# 16
tile = await tiff.fetch_tile(0, 0, 0)
decoded_bytes = await tile.decode_async()
FAQs
Unknown package
We found that async-tiff demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
As vulnerability data bottlenecks grow, the federal government is formally investigating NIST’s handling of the National Vulnerability Database.
Research
Security News
Socket’s Threat Research Team has uncovered 60 npm packages using post-install scripts to silently exfiltrate hostnames, IP addresses, DNS servers, and user directories to a Discord-controlled endpoint.
Security News
TypeScript Native Previews offers a 10x faster Go-based compiler, now available on npm for public testing with early editor and language support.