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import shutil | |
from pathlib import Path | |
def s3_copytree(bucket, src_prefix: str, dst_folder: Path): | |
for s3_f in bucket.objects.filter(Prefix=src_prefix): | |
target_path = dst_folder / s3_f.key.removeprefix(src_prefix) | |
target_path.parent.mkdir(parents=True, exist_ok=True) | |
with open(target_path, "wb") as target_f: | |
shutil.copyfileobj(s3_f.get()["Body"], target_f) |
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declare const KV: KVNamespace | |
addEventListener('fetch', event => event.respondWith(handleRequest(event.request))) | |
const handleRequest = async (request: Request): Promise<Response> => { | |
if (!auth(request)) { | |
return new Response('Forbidden', { status: 403 }) | |
} | |
const key = new URL(request.url).pathname.substr(1) |
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from cython cimport Py_ssize_t | |
from libc.stdint cimport ( | |
uint8_t, | |
uint16_t, | |
uint32_t, | |
uint64_t, | |
) | |
def read_float_with_byteswap(bytes data, Py_ssize_t offset, bint byteswap): |
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import atexit | |
import base64 | |
import logging | |
import os | |
import pickle | |
import diskcache | |
import proxy2 |
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def pack(arr): | |
"""Pack integers < 2**12 into 12 bit integers, encoded as bytes""" | |
out = [] | |
for i in range(0, len(arr), 2): | |
e1, e2 = arr[i:i+2] | |
assert 0 <= e1 < 2**12 | |
assert 0 <= e2 < 2**12 | |
e1 = (e1 << 4) | (e2 >> 8) | |
e2 &= 2**8-1 | |
assert e1 <= 2**16-1 |
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class CompilerLauncherMixin: | |
"""Add "compiler launchers" to distutils. | |
We use this to be able to run the Pandas build using "ccache". | |
A compiler launcher is a program that is invoked instead of invoking the | |
compiler directly. It is passed the full compiler invocation command line. | |
A similar feature exists in CMake, see | |
https://cmake.org/cmake/help/latest/prop_tgt/LANG_COMPILER_LAUNCHER.html. |
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def snowflake_fix_fetch( | |
df, | |
*, | |
parse_variant_columns=(), | |
lower_column_names=True, | |
convert_int64=True, | |
): | |
"""Apply Snowflake-specific fixes to a dataframe fetched from Snowflake. | |
- Lower all column names | |
- Parse VARIANT columns |
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from pyspark.sql import SparkSession | |
def local_pyspark_cluster(n_cpus=1, memory_mb=512) -> SparkSession: | |
"""Start a local PySpark cluster with default settings. | |
Returns a client to that session. | |
""" | |
return ( | |
SparkSession.builder.master(f"local[{n_cpus}]") |
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import pytest | |
def mark_fixture(mark, *args, **kwargs): | |
"""Decorator to mark a fixture. | |
Usage: | |
@mark_fixture(pytest.mark.slow, scope="session", ...) | |
def my_fixture(): | |
... |
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import torch | |
from torch.nn import * | |
def pointwise(in_channels, out_channels): | |
return Sequential( | |
Conv2d(in_channels, out_channels, 1, 1), | |
BatchNorm2d(out_channels), | |
ReLU(), | |
) |