File size: 6,569 Bytes
637f42c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
"""
BONUS TASK: Write a working REST API client with retry logic.

Simulates: "We need a script that fetches paginated data from an API,
handles rate limits, and writes results to a CSV."

This task is bonus/unscored in the main benchmark but available for
extended evaluation. It requires the agent to:
1. Write a class with exponential backoff retry
2. Handle pagination (next_cursor pattern)
3. Write results to CSV with proper headers
4. Unit tests must mock the HTTP calls (no real network)
"""

from __future__ import annotations

TASK_ID = "bonus_api_client_retry"
DIFFICULTY = "bonus"
MAX_STEPS = 35

DESCRIPTION = """
## Bonus Task: Paginated API Client with Retry Logic

Write `client/fetcher.py` — a `DataFetcher` class that:

1. `fetch_all(endpoint: str) -> list[dict]`
   - Calls `GET endpoint?cursor=<token>` in a loop
   - Stops when response has no `next_cursor`
   - Returns all items combined

2. Retry logic (exponential backoff):
   - On HTTP 429 or 5xx: wait `2^attempt` seconds, retry up to 3 times
   - On 4xx (except 429): raise immediately

3. Write results to CSV:
   `write_csv(data: list[dict], path: str) -> None`

Tests mock `requests.get` — no real network calls.
"""

INITIAL_FILES: dict[str, str] = {
    "client/__init__.py": "from .fetcher import DataFetcher\n__all__ = ['DataFetcher']\n",
    "client/fetcher.py": """\
\"\"\"Paginated API client with retry logic — implement the TODOs.\"\"\"
import csv
import time
from typing import Any

import requests


class DataFetcher:
    \"\"\"Fetches paginated data from a REST API with exponential backoff.\"\"\"

    MAX_RETRIES = 3

    def __init__(self, base_url: str, api_key: str = "") -> None:
        self.base_url = base_url.rstrip("/")
        self.headers  = {"Authorization": f"Bearer {api_key}"} if api_key else {}

    def fetch_all(self, endpoint: str) -> list[dict[str, Any]]:
        \"\"\"Fetch all pages and return combined item list.\"\"\"
        # TODO: implement pagination + retry
        raise NotImplementedError

    def write_csv(self, data: list[dict[str, Any]], path: str) -> None:
        \"\"\"Write list of dicts to CSV file.\"\"\"
        # TODO: implement
        raise NotImplementedError

    def _get(self, url: str, params: dict | None = None) -> dict[str, Any]:
        \"\"\"Single HTTP GET with exponential backoff retry.\"\"\"
        # TODO: implement retry logic
        raise NotImplementedError
""",
    "tests/__init__.py": "",
    "tests/test_fetcher.py": """\
\"\"\"Tests for DataFetcher — all HTTP calls are mocked.\"\"\"
import csv, io, pytest
from unittest.mock import MagicMock, patch
from client import DataFetcher


def mock_response(data, status=200):
    r = MagicMock()
    r.status_code = status
    r.json.return_value = data
    r.raise_for_status = MagicMock(
        side_effect=None if status < 400 else Exception(f"HTTP {status}")
    )
    return r


class TestFetchAll:
    def test_single_page(self):
        fetcher = DataFetcher("http://api.test")
        page1 = {"items": [{"id": 1}, {"id": 2}], "next_cursor": None}
        with patch("requests.get", return_value=mock_response(page1)):
            result = fetcher.fetch_all("/data")
        assert result == [{"id": 1}, {"id": 2}]

    def test_two_pages(self):
        fetcher = DataFetcher("http://api.test")
        p1 = {"items": [{"id": 1}], "next_cursor": "tok1"}
        p2 = {"items": [{"id": 2}], "next_cursor": None}
        responses = iter([mock_response(p1), mock_response(p2)])
        with patch("requests.get", side_effect=lambda *a, **kw: next(responses)):
            result = fetcher.fetch_all("/data")
        assert result == [{"id": 1}, {"id": 2}]

    def test_empty_response(self):
        fetcher = DataFetcher("http://api.test")
        with patch("requests.get", return_value=mock_response({"items": [], "next_cursor": None})):
            assert fetcher.fetch_all("/data") == []

    def test_auth_header_sent(self):
        fetcher = DataFetcher("http://api.test", api_key="secret")
        page = {"items": [], "next_cursor": None}
        with patch("requests.get", return_value=mock_response(page)) as mock_get:
            fetcher.fetch_all("/data")
            _, kwargs = mock_get.call_args
            assert "Authorization" in kwargs.get("headers", {})


class TestRetry:
    def test_retries_on_429(self):
        fetcher = DataFetcher("http://api.test")
        rate_limited = mock_response({}, 429)
        success = mock_response({"items": [{"id": 1}], "next_cursor": None}, 200)
        calls = iter([rate_limited, rate_limited, success])
        with patch("requests.get", side_effect=lambda *a, **kw: next(calls)), \
             patch("time.sleep"):
            result = fetcher.fetch_all("/data")
        assert result == [{"id": 1}]

    def test_raises_on_404(self):
        fetcher = DataFetcher("http://api.test")
        with patch("requests.get", return_value=mock_response({}, 404)):
            with pytest.raises(Exception):
                fetcher.fetch_all("/data")

    def test_max_retries_exceeded_raises(self):
        fetcher = DataFetcher("http://api.test")
        always_429 = mock_response({}, 429)
        with patch("requests.get", return_value=always_429), \
             patch("time.sleep"):
            with pytest.raises(Exception):
                fetcher.fetch_all("/data")


class TestWriteCsv:
    def test_writes_headers_and_rows(self, tmp_path):
        fetcher = DataFetcher("http://api.test")
        data = [{"name": "Alice", "age": 30}, {"name": "Bob", "age": 25}]
        path = str(tmp_path / "out.csv")
        fetcher.write_csv(data, path)
        with open(path) as f:
            rows = list(csv.DictReader(f))
        assert rows[0]["name"] == "Alice"
        assert rows[1]["age"] == "25"

    def test_empty_data_writes_only_header(self, tmp_path):
        fetcher = DataFetcher("http://api.test")
        path = str(tmp_path / "empty.csv")
        fetcher.write_csv([{"id": 0}], path)   # write once to get header
        fetcher.write_csv([], path)             # overwrite with empty
        with open(path) as f:
            content = f.read()
        assert content.strip() == "" or "id" in content  # either empty or header
""",
    "pyproject.toml": "[tool.ruff]\nline-length = 88\nselect = [\"E\", \"F\", \"W\"]\nignore = []\n",
    "README.md": "# Bonus: API Client with Retry\n\nImplement paginated fetch + exponential backoff retry.\n",
}

REQUIRED_KEYWORDS_IN_REVIEW = [
    "exponential", "backoff", "pagination", "cursor", "retry"
]
PASSING_TESTS = 9