197 lines
4.9 KiB
Python
197 lines
4.9 KiB
Python
import uuid
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import pytest
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from pandas.compat import (
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is_ci_environment,
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is_platform_arm,
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is_platform_mac,
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is_platform_windows,
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)
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import pandas.util._test_decorators as td
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import pandas.io.common as icom
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from pandas.io.parsers import read_csv
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@pytest.fixture
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def compression_to_extension():
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return {value: key for key, value in icom.extension_to_compression.items()}
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@pytest.fixture
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def tips_file(datapath):
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"""Path to the tips dataset"""
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return datapath("io", "data", "csv", "tips.csv")
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@pytest.fixture
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def jsonl_file(datapath):
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"""Path to a JSONL dataset"""
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return datapath("io", "parser", "data", "items.jsonl")
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@pytest.fixture
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def salaries_table(datapath):
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"""DataFrame with the salaries dataset"""
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return read_csv(datapath("io", "parser", "data", "salaries.csv"), sep="\t")
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@pytest.fixture
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def feather_file(datapath):
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return datapath("io", "data", "feather", "feather-0_3_1.feather")
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@pytest.fixture
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def xml_file(datapath):
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return datapath("io", "data", "xml", "books.xml")
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@pytest.fixture(scope="session")
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def aws_credentials(monkeysession):
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"""Mocked AWS Credentials for moto."""
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monkeysession.setenv("AWS_ACCESS_KEY_ID", "testing")
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monkeysession.setenv("AWS_SECRET_ACCESS_KEY", "testing")
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monkeysession.setenv("AWS_SECURITY_TOKEN", "testing")
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monkeysession.setenv("AWS_SESSION_AWS_SESSION_TOKEN", "testing")
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monkeysession.setenv("AWS_DEFAULT_REGION", "us-east-1")
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@pytest.fixture(scope="session")
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def moto_server(aws_credentials):
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# use service container for Linux on GitHub Actions
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if is_ci_environment() and not (
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is_platform_mac() or is_platform_arm() or is_platform_windows()
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):
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yield "http://localhost:5000"
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else:
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moto_server = pytest.importorskip("moto.server")
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server = moto_server.ThreadedMotoServer(port=0)
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server.start()
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host, port = server.get_host_and_port()
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yield f"http://{host}:{port}"
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server.stop()
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@pytest.fixture
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def moto_s3_resource(moto_server):
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boto3 = pytest.importorskip("boto3")
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s3 = boto3.resource("s3", endpoint_url=moto_server)
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return s3
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@pytest.fixture(scope="session")
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def s3so(moto_server):
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return {
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"client_kwargs": {
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"endpoint_url": moto_server,
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}
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}
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@pytest.fixture
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def s3_bucket_public(moto_s3_resource):
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"""
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Create a public S3 bucket using moto.
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"""
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bucket_name = f"pandas-test-{uuid.uuid4()}"
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bucket = moto_s3_resource.Bucket(bucket_name)
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bucket.create(ACL="public-read")
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yield bucket
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bucket.objects.delete()
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bucket.delete()
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@pytest.fixture
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def s3_bucket_private(moto_s3_resource):
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"""
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Create a private S3 bucket using moto.
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"""
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bucket_name = f"cant_get_it-{uuid.uuid4()}"
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bucket = moto_s3_resource.Bucket(bucket_name)
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bucket.create(ACL="private")
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yield bucket
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bucket.objects.delete()
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bucket.delete()
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@pytest.fixture
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def s3_bucket_public_with_data(
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s3_bucket_public, tips_file, jsonl_file, feather_file, xml_file
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):
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"""
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The following datasets
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are loaded.
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- tips.csv
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- tips.csv.gz
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- tips.csv.bz2
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- items.jsonl
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"""
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test_s3_files = [
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("tips#1.csv", tips_file),
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("tips.csv", tips_file),
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("tips.csv.gz", tips_file + ".gz"),
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("tips.csv.bz2", tips_file + ".bz2"),
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("items.jsonl", jsonl_file),
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("simple_dataset.feather", feather_file),
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("books.xml", xml_file),
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]
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for s3_key, file_name in test_s3_files:
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with open(file_name, "rb") as f:
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s3_bucket_public.put_object(Key=s3_key, Body=f)
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return s3_bucket_public
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@pytest.fixture
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def s3_bucket_private_with_data(
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s3_bucket_private, tips_file, jsonl_file, feather_file, xml_file
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):
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"""
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The following datasets
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are loaded.
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- tips.csv
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- tips.csv.gz
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- tips.csv.bz2
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- items.jsonl
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"""
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test_s3_files = [
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("tips#1.csv", tips_file),
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("tips.csv", tips_file),
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("tips.csv.gz", tips_file + ".gz"),
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("tips.csv.bz2", tips_file + ".bz2"),
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("items.jsonl", jsonl_file),
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("simple_dataset.feather", feather_file),
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("books.xml", xml_file),
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]
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for s3_key, file_name in test_s3_files:
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with open(file_name, "rb") as f:
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s3_bucket_private.put_object(Key=s3_key, Body=f)
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return s3_bucket_private
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_compression_formats_params = [
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(".no_compress", None),
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("", None),
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(".gz", "gzip"),
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(".GZ", "gzip"),
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(".bz2", "bz2"),
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(".BZ2", "bz2"),
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(".zip", "zip"),
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(".ZIP", "zip"),
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(".xz", "xz"),
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(".XZ", "xz"),
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pytest.param((".zst", "zstd"), marks=td.skip_if_no("zstandard")),
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pytest.param((".ZST", "zstd"), marks=td.skip_if_no("zstandard")),
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]
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@pytest.fixture(params=_compression_formats_params[1:])
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def compression_format(request):
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return request.param
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@pytest.fixture(params=_compression_formats_params)
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def compression_ext(request):
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return request.param[0]
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