instance_id stringlengths 15 120 | repo stringclasses 45
values | base_commit stringlengths 40 40 | version stringlengths 1 7 | patch stringlengths 360 175k | test_patch stringlengths 372 61.3k | problem_statement stringlengths 55 14.9k | hints_text stringlengths 0 17.2k | FAIL_TO_PASS stringlengths 10 39k | PASS_TO_PASS stringlengths 2 271k | created_at stringdate 2017-07-06 11:03:14 2025-05-15 10:27:40 | difficulty stringclasses 4
values | environment_setup_commit stringclasses 51
values | run_script stringlengths 141 196 ⌀ | parsing_script stringlengths 145 200 ⌀ | before_repo_set_cmd stringlengths 198 4.71k ⌀ | selected_test_files_to_run stringlengths 10 6.75k ⌀ | image_name stringlengths 129 197 ⌀ | source stringclasses 3
values | language stringclasses 9
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
astropy__astropy-12907 | astropy/astropy | d16bfe05a744909de4b27f5875fe0d4ed41ce607 | 4.3 | diff --git a/astropy/modeling/separable.py b/astropy/modeling/separable.py
--- a/astropy/modeling/separable.py
+++ b/astropy/modeling/separable.py
@@ -242,7 +242,7 @@ def _cstack(left, right):
cright = _coord_matrix(right, 'right', noutp)
else:
cright = np.zeros((noutp, right.shape[1]))
- ... | diff --git a/astropy/modeling/tests/test_separable.py b/astropy/modeling/tests/test_separable.py
--- a/astropy/modeling/tests/test_separable.py
+++ b/astropy/modeling/tests/test_separable.py
@@ -28,6 +28,13 @@
p1 = models.Polynomial1D(1, name='p1')
+cm_4d_expected = (np.array([False, False, True, True]),
+ ... | Modeling's `separability_matrix` does not compute separability correctly for nested CompoundModels
Consider the following model:
```python
from astropy.modeling import models as m
from astropy.modeling.separable import separability_matrix
cm = m.Linear1D(10) & m.Linear1D(5)
```
It's separability matrix as y... | ["astropy/modeling/tests/test_separable.py::test_separable[compound_model6-result6]", "astropy/modeling/tests/test_separable.py::test_separable[compound_model9-result9]"] | ["astropy/modeling/tests/test_separable.py::test_coord_matrix", "astropy/modeling/tests/test_separable.py::test_cdot", "astropy/modeling/tests/test_separable.py::test_cstack", "astropy/modeling/tests/test_separable.py::test_arith_oper", "astropy/modeling/tests/test_separable.py::test_separable[compound_model0-result0]"... | 2022-03-03 15:14:54 | 15 min - 1 hour | 298ccb478e6bf092953bca67a3d29dc6c35f6752 | null | null | null | null | null | swebench_verified | py | |
astropy__astropy-13398 | astropy/astropy | 6500928dc0e57be8f06d1162eacc3ba5e2eff692 | 5.0 | diff --git a/astropy/coordinates/builtin_frames/__init__.py b/astropy/coordinates/builtin_frames/__init__.py
--- a/astropy/coordinates/builtin_frames/__init__.py
+++ b/astropy/coordinates/builtin_frames/__init__.py
@@ -48,6 +48,7 @@
from . import icrs_cirs_transforms
from . import cirs_observed_transforms
from . imp... | diff --git a/astropy/coordinates/tests/test_intermediate_transformations.py b/astropy/coordinates/tests/test_intermediate_transformations.py
--- a/astropy/coordinates/tests/test_intermediate_transformations.py
+++ b/astropy/coordinates/tests/test_intermediate_transformations.py
@@ -194,6 +194,116 @@ def test_cirs_to_ha... | A direct approach to ITRS to Observed transformations that stays within the ITRS.
<!-- This comments are hidden when you submit the issue,
so you do not need to remove them! -->
<!-- Please be sure to check out our contributing guidelines,
https://github.com/astropy/astropy/blob/main/CONTRIBUTING.md .
Please be s... | cc @StuartLittlefair, @adrn, @eteq, @eerovaher, @mhvk
Yes, would be good to address this recurring problem. But we somehow have to ensure it gets used only when relevant. For instance, the coordinates better have a distance, and I suspect it has to be near Earth...
Yeah, so far I've made no attempt at hardening this a... | ["astropy/coordinates/tests/test_intermediate_transformations.py::test_itrs_topo_to_altaz_with_refraction", "astropy/coordinates/tests/test_intermediate_transformations.py::test_itrs_topo_to_hadec_with_refraction", "astropy/coordinates/tests/test_intermediate_transformations.py::test_cirs_itrs_topo", "astropy/coordinat... | ["astropy/coordinates/tests/test_intermediate_transformations.py::test_icrs_gcrs[icoo0]", "astropy/coordinates/tests/test_intermediate_transformations.py::test_icrs_gcrs[icoo1]", "astropy/coordinates/tests/test_intermediate_transformations.py::test_icrs_gcrs_dist_diff[gframe0]", "astropy/coordinates/tests/test_intermed... | 2022-06-24 15:22:11 | 1-4 hours | cdf311e0714e611d48b0a31eb1f0e2cbffab7f23 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-13579 | astropy/astropy | 0df94ff7097961e92fd7812036a24b145bc13ca8 | 5.0 | diff --git a/astropy/wcs/wcsapi/wrappers/sliced_wcs.py b/astropy/wcs/wcsapi/wrappers/sliced_wcs.py
--- a/astropy/wcs/wcsapi/wrappers/sliced_wcs.py
+++ b/astropy/wcs/wcsapi/wrappers/sliced_wcs.py
@@ -243,6 +243,8 @@ def pixel_to_world_values(self, *pixel_arrays):
return world_arrays
def world_to_pixel_va... | diff --git a/astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py b/astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py
--- a/astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py
+++ b/astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py
@@ -899,3 +899,39 @@ def test_pixel_to_world_values_different_int_types():
f... | Inconsistent behavior of `world_to_pixel` in `SlicedLowLevelWCS`
<!-- This comments are hidden when you submit the issue,
so you do not need to remove them! -->
<!-- Please be sure to check out our contributing guidelines,
https://github.com/astropy/astropy/blob/main/CONTRIBUTING.md .
Please be sure to check out... | A slightly shorter script to reproduce the issue is this (starting from the definition of `fits_wcs` in the OP):
```python
sl = SlicedLowLevelWCS(fits_wcs, 0)
world = fits_wcs.pixel_to_world_values(0,0,0)
out_pix = sl.world_to_pixel_values(world[0], world[1])
assert np.allclose(out_pix[0], 0)
```
The root ... | ["astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py::test_coupled_world_slicing"] | ["astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py::test_invalid_slices", "astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py::test_sanitize_slice[item0-4-expected0]", "astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs.py::test_sanitize_slice[item1-5-expected1]", "astropy/wcs/wcsapi/wrappers/tests/test_sliced_wcs... | 2022-08-26 15:06:53 | 1-4 hours | cdf311e0714e611d48b0a31eb1f0e2cbffab7f23 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-13977 | astropy/astropy | 5250b2442501e6c671c6b380536f1edb352602d1 | 5.1 | diff --git a/astropy/units/quantity.py b/astropy/units/quantity.py
--- a/astropy/units/quantity.py
+++ b/astropy/units/quantity.py
@@ -633,53 +633,70 @@ def __array_ufunc__(self, function, method, *inputs, **kwargs):
Returns
-------
- result : `~astropy.units.Quantity`
+ result : `~ast... | diff --git a/astropy/units/tests/test_quantity.py b/astropy/units/tests/test_quantity.py
--- a/astropy/units/tests/test_quantity.py
+++ b/astropy/units/tests/test_quantity.py
@@ -505,11 +505,10 @@ def test_incompatible_units(self):
def test_non_number_type(self):
q1 = u.Quantity(11.412, unit=u.meter)
- ... | Should `Quantity.__array_ufunc__()` return `NotImplemented` instead of raising `ValueError` if the inputs are incompatible?
### Description
I'm trying to implement a duck type of `astropy.units.Quantity`. If you are interested, the project is available [here](https://github.com/Kankelborg-Group/named_arrays). I'm runn... | @byrdie - I think you are right that really one should return `NotImplemented`. In general, the idea is indeed that one only works on classes that are recognized, while in the implementation that we have (which I wrote...) essentially everything that has a `unit` attribute is treated as a `Quantity`. I think it is a go... | ["astropy/units/tests/test_quantity_ufuncs.py::TestUfuncReturnsNotImplemented::TestBinaryUfuncs::test_full[None-duck_quantity0-quantity0-add]", "astropy/units/tests/test_quantity_ufuncs.py::TestUfuncReturnsNotImplemented::TestBinaryUfuncs::test_full[None-duck_quantity0-quantity0-less]", "astropy/units/tests/test_quanti... | ["astropy/units/tests/test_quantity.py::TestQuantityCreation::test_1", "astropy/units/tests/test_quantity.py::TestQuantityCreation::test_2", "astropy/units/tests/test_quantity.py::TestQuantityCreation::test_3", "astropy/units/tests/test_quantity.py::TestQuantityCreation::test_nan_inf", "astropy/units/tests/test_quantit... | 2022-11-01 22:24:58 | 15 min - 1 hour | 5f74eacbcc7fff707a44d8eb58adaa514cb7dcb5 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-14365 | astropy/astropy | 7269fa3e33e8d02485a647da91a5a2a60a06af61 | 5.1 | diff --git a/astropy/io/ascii/qdp.py b/astropy/io/ascii/qdp.py
--- a/astropy/io/ascii/qdp.py
+++ b/astropy/io/ascii/qdp.py
@@ -68,7 +68,7 @@ def _line_type(line, delimiter=None):
_new_re = rf"NO({sep}NO)+"
_data_re = rf"({_decimal_re}|NO|[-+]?nan)({sep}({_decimal_re}|NO|[-+]?nan))*)"
_type_re = rf"^\s*((... | diff --git a/astropy/io/ascii/tests/test_qdp.py b/astropy/io/ascii/tests/test_qdp.py
--- a/astropy/io/ascii/tests/test_qdp.py
+++ b/astropy/io/ascii/tests/test_qdp.py
@@ -43,7 +43,18 @@ def test_get_tables_from_qdp_file(tmp_path):
assert np.isclose(table2["MJD_nerr"][0], -2.37847222222222e-05)
-def test_roundt... | ascii.qdp Table format assumes QDP commands are upper case
### Description
ascii.qdp assumes that commands in a QDP file are upper case, for example, for errors they must be "READ SERR 1 2" whereas QDP itself is not case sensitive and case use "read serr 1 2".
As many QDP files are created by hand, the expectation... | Welcome to Astropy 👋 and thank you for your first issue!
A project member will respond to you as soon as possible; in the meantime, please double-check the [guidelines for submitting issues](https://github.com/astropy/astropy/blob/main/CONTRIBUTING.md#reporting-issues) and make sure you've provided the requested deta... | ["astropy/io/ascii/tests/test_qdp.py::test_roundtrip[True]"] | ["astropy/io/ascii/tests/test_qdp.py::test_get_tables_from_qdp_file", "astropy/io/ascii/tests/test_qdp.py::test_roundtrip[False]", "astropy/io/ascii/tests/test_qdp.py::test_read_example", "astropy/io/ascii/tests/test_qdp.py::test_roundtrip_example", "astropy/io/ascii/tests/test_qdp.py::test_roundtrip_example_comma", "a... | 2023-02-06 19:20:34 | 15 min - 1 hour | 5f74eacbcc7fff707a44d8eb58adaa514cb7dcb5 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-14369 | astropy/astropy | fa4e8d1cd279acf9b24560813c8652494ccd5922 | 5.1 | "diff --git a/astropy/units/format/cds.py b/astropy/units/format/cds.py\n--- a/astropy/units/format/(...TRUNCATED) | "diff --git a/astropy/units/tests/test_format.py b/astropy/units/tests/test_format.py\n--- a/astropy(...TRUNCATED) | "Incorrect units read from MRT (CDS format) files with astropy.table\n### Description\n\nWhen readin(...TRUNCATED) | "Welcome to Astropy 👋 and thank you for your first issue!\n\nA project member will respond to you(...TRUNCATED) | "[\"astropy/units/tests/test_format.py::test_cds_grammar[strings4-unit4]\", \"astropy/units/tests/te(...TRUNCATED) | "[\"astropy/units/tests/test_format.py::test_unit_grammar[strings0-unit0]\", \"astropy/units/tests/t(...TRUNCATED) | 2023-02-06 21:56:51 | 1-4 hours | 5f74eacbcc7fff707a44d8eb58adaa514cb7dcb5 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-14508 | astropy/astropy | a3f4ae6cd24d5ecdf49f213d77b3513dd509a06c | 5.1 | "diff --git a/astropy/io/fits/card.py b/astropy/io/fits/card.py\n--- a/astropy/io/fits/card.py\n+++ (...TRUNCATED) | "diff --git a/astropy/io/fits/tests/test_header.py b/astropy/io/fits/tests/test_header.py\n--- a/ast(...TRUNCATED) | "`io.fits.Card` may use a string representation of floats that is larger than necessary\n### Descrip(...TRUNCATED) | "Agreed this is a bug. As far as I know, python floats by default now have reprs that use the right (...TRUNCATED) | "[\"astropy/io/fits/tests/test_header.py::TestHeaderFunctions::test_floating_point_string_representa(...TRUNCATED) | "[\"astropy/io/fits/tests/test_header.py::test_shallow_copy\", \"astropy/io/fits/tests/test_header.p(...TRUNCATED) | 2023-03-09 11:08:51 | 15 min - 1 hour | 5f74eacbcc7fff707a44d8eb58adaa514cb7dcb5 | null | null | null | null | null | swebench_verified | py |
astropy__astropy-14598 | astropy/astropy | 80c3854a5f4f4a6ab86c03d9db7854767fcd83c1 | 5.2 | "diff --git a/astropy/io/fits/card.py b/astropy/io/fits/card.py\n--- a/astropy/io/fits/card.py\n+++ (...TRUNCATED) | "diff --git a/astropy/io/fits/tests/test_header.py b/astropy/io/fits/tests/test_header.py\n--- a/ast(...TRUNCATED) | "Inconsistency in double single-quote ('') management in FITS Card\n### Description\r\n\r\nThe manag(...TRUNCATED) | "Hello, I would like to be assigned to this issue if possible. Thank you.\nHi @ashtonw3,\r\nWe don't(...TRUNCATED) | "[\"astropy/io/fits/tests/test_header.py::TestHeaderFunctions::test_long_string_value_with_quotes\"](...TRUNCATED) | "[\"astropy/io/fits/tests/test_header.py::test_shallow_copy\", \"astropy/io/fits/tests/test_header.p(...TRUNCATED) | 2023-03-29 10:34:49 | 15 min - 1 hour | 362f6df12abf9bd769d4915fabf955c993ea22cf | null | null | null | null | null | swebench_verified | py |
astropy__astropy-7606 | astropy/astropy | 3cedd79e6c121910220f8e6df77c54a0b344ea94 | 1.3 | "diff --git a/astropy/units/core.py b/astropy/units/core.py\n--- a/astropy/units/core.py\n+++ b/astr(...TRUNCATED) | "diff --git a/astropy/units/tests/test_units.py b/astropy/units/tests/test_units.py\n--- a/astropy/u(...TRUNCATED) | "Unit equality comparison with None raises TypeError for UnrecognizedUnit\n```\r\nIn [12]: x = u.Uni(...TRUNCATED) | "`x is None` works fine. Is there a reason why `==` is needed here?\n`x is None` would indeed be pre(...TRUNCATED) | ["astropy/units/tests/test_units.py::test_unknown_unit3"] | "[\"astropy/units/tests/test_units.py::test_getting_started\", \"astropy/units/tests/test_units.py::(...TRUNCATED) | 2018-06-29 16:27:46 | 15 min - 1 hour | 848c8fa21332abd66b44efe3cb48b72377fb32cc | null | null | null | null | null | swebench_verified | py |
astropy__astropy-8707 | astropy/astropy | a85a0747c54bac75e9c3b2fe436b105ea029d6cf | 3.1 | "diff --git a/astropy/io/fits/card.py b/astropy/io/fits/card.py\n--- a/astropy/io/fits/card.py\n+++ (...TRUNCATED) | "diff --git a/astropy/io/fits/tests/test_header.py b/astropy/io/fits/tests/test_header.py\n--- a/ast(...TRUNCATED) | "Header.fromstring does not accept Python 3 bytes\nAccording to [the docs](http://docs.astropy.org/e(...TRUNCATED) | ["astropy/io/fits/tests/test_header.py::TestHeaderFunctions::test_card_from_bytes"] | "[\"astropy/io/fits/tests/test_header.py::test_shallow_copy\", \"astropy/io/fits/tests/test_header.p(...TRUNCATED) | 2019-05-15 13:21:19 | 15 min - 1 hour | 2e89d074b3b2abc2da80e437c93b1d5516a0ca57 | null | null | null | null | null | swebench_verified | py |
End of preview. Expand in Data Studio
SWE-Cycle
SWE-Cycle is a comprehensive benchmark for evaluating AI coding agents on full software engineering lifecycle tasks. It decomposes the software development process into four isolated phases and one integrated end-to-end task:
- Environment Setup (Env): Configure the development environment from scratch
- Code Implementation (CodeImpl): Fix bugs or implement features given a configured environment
- Test Generation (TestGen): Write tests that capture the intended behavior
- Full Cycle (FullCycle): Complete all three phases in a single end-to-end task
Dataset Overview
| Source | Records | Languages |
|---|---|---|
| SWE-bench Verified | 225 | Python |
| SWE-bench Pro | 203 | Python, Go, TypeScript, JavaScript |
| Multilingual | 61 | Java, Ruby, C, PHP, Rust, Go, JavaScript |
| Total | 489 | 9 languages |
Language Distribution
| Language | Count |
|---|---|
| Python | 337 |
| Go | 88 |
| C | 16 |
| Ruby | 13 |
| JavaScript | 12 |
| Rust | 7 |
| TypeScript | 6 |
| Java | 6 |
| PHP | 4 |
Fields
| Field | Description |
|---|---|
instance_id |
Unique identifier for each instance |
repo |
GitHub repository (owner/name) |
base_commit |
Base commit hash |
version |
Version identifier |
patch |
Gold code patch (solution) |
test_patch |
Gold test patch |
problem_statement |
Natural language problem description |
hints_text |
Optional hints |
FAIL_TO_PASS |
Tests that should pass after fix (JSON string) |
PASS_TO_PASS |
Regression tests (JSON string) |
created_at |
Issue creation timestamp |
difficulty |
Difficulty level (SWE-bench Verified only) |
environment_setup_commit |
Environment setup commit (SWE-bench Verified only) |
run_script |
Per-instance run script (SWE-bench Pro only) |
parsing_script |
Per-instance parser script (SWE-bench Pro only) |
before_repo_set_cmd |
Repo initialization command (SWE-bench Pro only) |
selected_test_files_to_run |
Test files to execute (SWE-bench Pro only) |
image_name |
Docker image name (SWE-bench Pro only) |
source |
Data source: swebench_verified, swebench_pro, or multilingual |
language |
Programming language of the repository |
Usage
from datasets import load_dataset
ds = load_dataset("tubehhh/SWE-Cycle", split="test")
Evaluation
SWE-Cycle employs a dual-track evaluation system:
- Static evaluation: Script-based grading using test execution results
- Dynamic evaluation: LLM-as-judge evaluation for semantic correctness
The final score combines both tracks, providing robust assessment of agent capabilities across all phases of the software development lifecycle.
Citation
@inproceedings{swe-cycle2026,
title={SWE-Cycle: A Multi-Phase Benchmark for Evaluating AI Coding Agents on Full Software Engineering Lifecycles},
author={Guan, Hao},
year={2026}
}
License
This dataset is released under the MIT License.
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