| import os |
| import shlex |
| import subprocess |
| import time |
|
|
| import pytest |
|
|
| from pandas.compat import ( |
| is_ci_environment, |
| is_platform_arm, |
| is_platform_mac, |
| is_platform_windows, |
| ) |
| import pandas.util._test_decorators as td |
|
|
| import pandas._testing as tm |
|
|
| from pandas.io.parsers import read_csv |
|
|
|
|
| @pytest.fixture |
| def tips_file(datapath): |
| """Path to the tips dataset""" |
| return datapath("io", "data", "csv", "tips.csv") |
|
|
|
|
| @pytest.fixture |
| def jsonl_file(datapath): |
| """Path to a JSONL dataset""" |
| return datapath("io", "parser", "data", "items.jsonl") |
|
|
|
|
| @pytest.fixture |
| def salaries_table(datapath): |
| """DataFrame with the salaries dataset""" |
| return read_csv(datapath("io", "parser", "data", "salaries.csv"), sep="\t") |
|
|
|
|
| @pytest.fixture |
| def feather_file(datapath): |
| return datapath("io", "data", "feather", "feather-0_3_1.feather") |
|
|
|
|
| @pytest.fixture |
| def s3so(worker_id): |
| if is_ci_environment(): |
| url = "http://localhost:5000/" |
| else: |
| worker_id = "5" if worker_id == "master" else worker_id.lstrip("gw") |
| url = f"http://127.0.0.1:555{worker_id}/" |
| return {"client_kwargs": {"endpoint_url": url}} |
|
|
|
|
| @pytest.fixture(scope="session") |
| def s3_base(worker_id): |
| """ |
| Fixture for mocking S3 interaction. |
| |
| Sets up moto server in separate process locally |
| Return url for motoserver/moto CI service |
| """ |
| pytest.importorskip("s3fs") |
| pytest.importorskip("boto3") |
|
|
| with tm.ensure_safe_environment_variables(): |
| |
| |
| os.environ.setdefault("AWS_ACCESS_KEY_ID", "foobar_key") |
| os.environ.setdefault("AWS_SECRET_ACCESS_KEY", "foobar_secret") |
| if is_ci_environment(): |
| if is_platform_arm() or is_platform_mac() or is_platform_windows(): |
| |
| |
| |
| |
| |
| pytest.skip( |
| "S3 tests do not have a corresponding service in " |
| "Windows, macOS or ARM platforms" |
| ) |
| else: |
| yield "http://localhost:5000" |
| else: |
| requests = pytest.importorskip("requests") |
| pytest.importorskip("moto", minversion="1.3.14") |
| pytest.importorskip("flask") |
|
|
| |
| |
|
|
| worker_id = "5" if worker_id == "master" else worker_id.lstrip("gw") |
| endpoint_port = f"555{worker_id}" |
| endpoint_uri = f"http://127.0.0.1:{endpoint_port}/" |
|
|
| |
| with subprocess.Popen( |
| shlex.split(f"moto_server s3 -p {endpoint_port}"), |
| stdout=subprocess.DEVNULL, |
| stderr=subprocess.DEVNULL, |
| ) as proc: |
| timeout = 5 |
| while timeout > 0: |
| try: |
| |
| r = requests.get(endpoint_uri) |
| if r.ok: |
| break |
| except Exception: |
| pass |
| timeout -= 0.1 |
| time.sleep(0.1) |
| yield endpoint_uri |
|
|
| proc.terminate() |
|
|
|
|
| @pytest.fixture |
| def s3_resource(s3_base, tips_file, jsonl_file, feather_file): |
| """ |
| Sets up S3 bucket with contents |
| |
| The primary bucket name is "pandas-test". The following datasets |
| are loaded. |
| |
| - tips.csv |
| - tips.csv.gz |
| - tips.csv.bz2 |
| - items.jsonl |
| |
| A private bucket "cant_get_it" is also created. The boto3 s3 resource |
| is yielded by the fixture. |
| """ |
| import boto3 |
| import s3fs |
|
|
| test_s3_files = [ |
| ("tips#1.csv", tips_file), |
| ("tips.csv", tips_file), |
| ("tips.csv.gz", tips_file + ".gz"), |
| ("tips.csv.bz2", tips_file + ".bz2"), |
| ("items.jsonl", jsonl_file), |
| ("simple_dataset.feather", feather_file), |
| ] |
|
|
| def add_tips_files(bucket_name): |
| for s3_key, file_name in test_s3_files: |
| with open(file_name, "rb") as f: |
| cli.put_object(Bucket=bucket_name, Key=s3_key, Body=f) |
|
|
| bucket = "pandas-test" |
| conn = boto3.resource("s3", endpoint_url=s3_base) |
| cli = boto3.client("s3", endpoint_url=s3_base) |
|
|
| try: |
| cli.create_bucket(Bucket=bucket) |
| except Exception: |
| |
| pass |
| try: |
| cli.create_bucket(Bucket="cant_get_it", ACL="private") |
| except Exception: |
| |
| pass |
| timeout = 2 |
| while not cli.list_buckets()["Buckets"] and timeout > 0: |
| time.sleep(0.1) |
| timeout -= 0.1 |
|
|
| add_tips_files(bucket) |
| add_tips_files("cant_get_it") |
| s3fs.S3FileSystem.clear_instance_cache() |
| yield conn |
|
|
| s3 = s3fs.S3FileSystem(client_kwargs={"endpoint_url": s3_base}) |
|
|
| try: |
| s3.rm(bucket, recursive=True) |
| except Exception: |
| pass |
| try: |
| s3.rm("cant_get_it", recursive=True) |
| except Exception: |
| pass |
| timeout = 2 |
| while cli.list_buckets()["Buckets"] and timeout > 0: |
| time.sleep(0.1) |
| timeout -= 0.1 |
|
|
|
|
| _compression_formats_params = [ |
| (".no_compress", None), |
| ("", None), |
| (".gz", "gzip"), |
| (".GZ", "gzip"), |
| (".bz2", "bz2"), |
| (".BZ2", "bz2"), |
| (".zip", "zip"), |
| (".ZIP", "zip"), |
| (".xz", "xz"), |
| (".XZ", "xz"), |
| pytest.param((".zst", "zstd"), marks=td.skip_if_no("zstandard")), |
| pytest.param((".ZST", "zstd"), marks=td.skip_if_no("zstandard")), |
| ] |
|
|
|
|
| @pytest.fixture(params=_compression_formats_params[1:]) |
| def compression_format(request): |
| return request.param |
|
|
|
|
| @pytest.fixture(params=_compression_formats_params) |
| def compression_ext(request): |
| return request.param[0] |
|
|