Micah Weston commited on
Commit
5116c98
·
0 Parent(s):

Adds dataset code with single example so far.

Browse files
.gitattributes ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
5
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
12
+ *.model filter=lfs diff=lfs merge=lfs -text
13
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
14
+ *.npy filter=lfs diff=lfs merge=lfs -text
15
+ *.npz filter=lfs diff=lfs merge=lfs -text
16
+ *.onnx filter=lfs diff=lfs merge=lfs -text
17
+ *.ot filter=lfs diff=lfs merge=lfs -text
18
+ *.parquet filter=lfs diff=lfs merge=lfs -text
19
+ *.pb filter=lfs diff=lfs merge=lfs -text
20
+ *.pickle filter=lfs diff=lfs merge=lfs -text
21
+ *.pkl filter=lfs diff=lfs merge=lfs -text
22
+ *.pt filter=lfs diff=lfs merge=lfs -text
23
+ *.pth filter=lfs diff=lfs merge=lfs -text
24
+ *.rar filter=lfs diff=lfs merge=lfs -text
25
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
26
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
27
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
28
+ *.tar filter=lfs diff=lfs merge=lfs -text
29
+ *.tflite filter=lfs diff=lfs merge=lfs -text
30
+ *.tgz filter=lfs diff=lfs merge=lfs -text
31
+ *.wasm filter=lfs diff=lfs merge=lfs -text
32
+ *.xz filter=lfs diff=lfs merge=lfs -text
33
+ *.zip filter=lfs diff=lfs merge=lfs -text
34
+ *.zst filter=lfs diff=lfs merge=lfs -text
35
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ /__pycache__/
data/genericify_cpp.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"base_canonical_solution": "\\ntemplate <typename T>\\nbool has_close_elements(T numbers, float threshold) {\\n for (int i = 0; i < numbers.size(); i++)\\n for (int j = i + 1; j < numbers.size(); j++)\\n if (std::abs(numbers[i] - numbers[j]) < threshold)\\n return true;\\n\\n return false;\\n}\\n", "base_prompt": "Make the following function generic for the parameter `numbers`.", "concepts_canonical_solution": "\\ntemplate <typename T>\\n requires std::same_as<typename T::value_type, float>\\nbool has_close_elements(T numbers, float threshold) {\\n for (int i = 0; i < numbers.size(); i++)\\n for (int j = i + 1; j < numbers.size(); j++)\\n if (std::abs(numbers[i] - numbers[j]) < threshold)\\n return true;\\n\\n return false;\\n}\\n", "concepts_prompt": "Constrain the generic code using C++20 Concepts so that it accepts a container with value type of floats.", "invalids": "\\nint main() {\\n std::string s{};\\n has_close_elements(s, 3.4);\\n}\\n", "sfinae_canonical_solution": "\\ntemplate <\\n typename T,\\n std::enable_if_t<std::is_same_v<typename T::value_type, float>, int> = 0>\\nbool has_close_elements(T numbers, float threshold) {\\n for (int i = 0; i < numbers.size(); i++)\\n for (int j = i + 1; j < numbers.size(); j++)\\n if (std::abs(numbers[i] - numbers[j]) < threshold)\\n return true;\\n\\n return false;\\n}\\n", "sfinae_prompt": "Constrain the generic code using C++20 Concepts so that it accepts a container with value type of floats.", "starter_code": "\\nbool has_close_elements(std::vector<float> numbers, float threshold) {\\n for (int i = 0; i < numbers.size(); i++)\\n for (int j = i + 1; j < numbers.size(); j++)\\n if (std::abs(numbers[i] - numbers[j]) < threshold)\\n return true;\\n\\n return false;\\n}\\n", "task_id": "HEP/0", "tests": "\\n#define ASSERT(...) \\\\\\n do { \\\\\\n if (!(__VA_ARGS__)) { \\\\\\n std::exit(-1); \\\\\\n } \\\\\\n } while (false)\\n\\n#define TEST_ON_TYPE(_type_) \\\\\\n do { \\\\\\n _type_ a = {1.0, 2.0, 3.9, 4.0, 5.0, 2.2}; \\\\\\n ASSERT(has_close_elements(a, 0.3) == true); \\\\\\n ASSERT(has_close_elements(a, 0.05) == false); \\\\\\n ASSERT(has_close_elements(_type_{1.0, 2.0, 5.9, 4.0, 5.0}, 0.95) == true); \\\\\\n ASSERT(has_close_elements(_type_{1.0, 2.0, 5.9, 4.0, 5.0}, 0.8) == false); \\\\\\n ASSERT(has_close_elements(_type_{1.0, 2.0, 3.0, 4.0, 5.0}, 2.0) == true); \\\\\\n ASSERT(has_close_elements(_type_{1.1, 2.2, 3.1, 4.1, 5.1}, 1.0) == true); \\\\\\n ASSERT(has_close_elements(_type_{1.1, 2.2, 3.1, 4.1, 5.1}, 0.5) == false); \\\\\\n } while (false)\\n\\nint main() {\\n TEST_ON_TYPE(std::vector<float>);\\n TEST_ON_TYPE(std::deque<float>);\\n}\\n"}
dataset_genericify_cpp.py ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """Genericify C++ Dataset for CS7470"""
2
+
3
+
4
+ import json
5
+
6
+ import datasets
7
+
8
+
9
+ # You can copy an official description
10
+ _DESCRIPTION = """\
11
+ Genericify C++ Dataset
12
+ """
13
+
14
+
15
+ class DatasetGenericifyCpp(datasets.GeneratorBasedBuilder):
16
+ """Genericify C++ Dataset for CS7470"""
17
+
18
+ VERSION = datasets.Version("1.1.0")
19
+
20
+ def _info(self):
21
+ return datasets.DatasetInfo(
22
+ description=_DESCRIPTION,
23
+ features=datasets.Features(
24
+ {
25
+ "task_id": datasets.Value("string"),
26
+ "base_prompt": datasets.Value("string"),
27
+ "sfinae_prompt": datasets.Value("string"),
28
+ "concepts_prompt": datasets.Value("string"),
29
+ "starter_code": datasets.Value("string"),
30
+ "base_canonical_solution": datasets.Value("string"),
31
+ "sfinae_canonical_solution": datasets.Value("string"),
32
+ "concepts_canonical_solution": datasets.Value("string"),
33
+ "tests": datasets.Value("string"),
34
+ "invalids": datasets.Value("string"),
35
+ }
36
+ ),
37
+ )
38
+
39
+ def _split_generators(self, dl_manager):
40
+ downloaded_files = dl_manager.download_and_extract(
41
+ "data/genericify_cpp.jsonl"
42
+ )
43
+ return [
44
+ datasets.SplitGenerator(
45
+ name=datasets.Split.TEST,
46
+ gen_kwargs={
47
+ "filepath": downloaded_files,
48
+ },
49
+ ),
50
+ ]
51
+
52
+ def _generate_examples(self, filepath):
53
+ with open(filepath, encoding="utf-8") as f:
54
+ for key, line in enumerate(f):
55
+ row = json.loads(line)
56
+ yield key, {
57
+ "task_id": row["task_id"],
58
+ "base_prompt": row["base_prompt"],
59
+ "sfinae_prompt": row["sfinae_prompt"],
60
+ "concepts_prompt": row["concepts_prompt"],
61
+ "starter_code": row["starter_code"],
62
+ "base_canonical_solution": row["base_canonical_solution"],
63
+ "sfinae_canonical_solution": row["sfinae_canonical_solution"],
64
+ "concepts_canonical_solution": row["concepts_canonical_solution"],
65
+ "tests": row["tests"],
66
+ "invalids": row["invalids"],
67
+ }