Datasets:
pair_id large_stringlengths 34 167 | project large_stringlengths 2 38 | popularity_rank int64 2 999 | snippet large_stringlengths 25 236 | symbol large_stringlengths 7 92 | change_type large_stringclasses 3
values | param large_stringclasses 137
values | change_detail large_stringclasses 125
values | version_before large_stringlengths 1 9 | version_after large_stringlengths 3 9 | change_released large_stringlengths 32 32 | checker_message large_stringlengths 69 200 | item_id large_stringlengths 40 174 | version large_stringlengths 1 9 | label large_stringclasses 2
values | prompt large_stringlengths 309 521 | verified_by large_stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
accelerate:0.21.0:accelerate.FullyShardedDataParallelPlugin.load_model:removed: | accelerate | 830 | from accelerate import FullyShardedDataParallelPlugin
FullyShardedDataParallelPlugin.load_model | accelerate.FullyShardedDataParallelPlugin.load_model | removed | null | null | 0.20.3 | 0.21.0 | 2023-07-13 15:19:23.976202+00:00 | accelerate.FullyShardedDataParallelPlugin.load_model does not exist in accelerate==0.21.0 (last present in 0.20.3) | accelerate:0.21.0:accelerate.FullyShardedDataParallelPlugin.load_model:removed::after | 0.21.0 | invalid | You are given a Python snippet and an installed library version.
Library: accelerate==0.21.0
```python
from accelerate import FullyShardedDataParallelPlugin
FullyShardedDataParallelPlugin.load_model
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid... | runtime_audit_1 |
accelerate:0.21.0:accelerate.FullyShardedDataParallelPlugin.load_model:removed: | accelerate | 830 | from accelerate import FullyShardedDataParallelPlugin
FullyShardedDataParallelPlugin.load_model | accelerate.FullyShardedDataParallelPlugin.load_model | removed | null | null | 0.20.3 | 0.21.0 | 2023-07-13 15:19:23.976202+00:00 | accelerate.FullyShardedDataParallelPlugin.load_model does not exist in accelerate==0.21.0 (last present in 0.20.3) | accelerate:0.21.0:accelerate.FullyShardedDataParallelPlugin.load_model:removed::before | 0.20.3 | valid | You are given a Python snippet and an installed library version.
Library: accelerate==0.20.3
```python
from accelerate import FullyShardedDataParallelPlugin
FullyShardedDataParallelPlugin.load_model
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid... | runtime_audit_1 |
agate:1.7.0:agate.columns.xrange:removed: | agate | 782 | from agate.columns import xrange | agate.columns.xrange | removed | null | null | 1.6.3 | 1.7.0 | 2023-01-03 18:13:14.886129+00:00 | agate.columns.xrange does not exist in agate==1.7.0 (last present in 1.6.3) | agate:1.7.0:agate.columns.xrange:removed::after | 1.7.0 | invalid | You are given a Python snippet and an installed library version.
Library: agate==1.7.0
```python
from agate.columns import xrange
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
agate:1.7.0:agate.columns.xrange:removed: | agate | 782 | from agate.columns import xrange | agate.columns.xrange | removed | null | null | 1.6.3 | 1.7.0 | 2023-01-03 18:13:14.886129+00:00 | agate.columns.xrange does not exist in agate==1.7.0 (last present in 1.6.3) | agate:1.7.0:agate.columns.xrange:removed::before | 1.6.3 | valid | You are given a Python snippet and an installed library version.
Library: agate==1.6.3
```python
from agate.columns import xrange
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
aiohappyeyeballs:0.4.0:aiohappyeyeballs.create_connection:param_removed:all_errors | aiohappyeyeballs | 67 | from aiohappyeyeballs import create_connection
create_connection(addr_infos=..., all_errors=...) | aiohappyeyeballs.create_connection | param_removed | all_errors | null | 0.3.0 | 0.4.0 | 2023-12-09 20:18:45.285856+00:00 | aiohappyeyeballs.create_connection has no parameter 'all_errors' in aiohappyeyeballs==0.4.0 (accepted up to 0.3.0) | aiohappyeyeballs:0.4.0:aiohappyeyeballs.create_connection:param_removed:all_errors:after | 0.4.0 | invalid | You are given a Python snippet and an installed library version.
Library: aiohappyeyeballs==0.4.0
```python
from aiohappyeyeballs import create_connection
create_connection(addr_infos=..., all_errors=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here... | runtime_audit_2 |
aiohappyeyeballs:0.4.0:aiohappyeyeballs.create_connection:param_removed:all_errors | aiohappyeyeballs | 67 | from aiohappyeyeballs import create_connection
create_connection(addr_infos=..., all_errors=...) | aiohappyeyeballs.create_connection | param_removed | all_errors | null | 0.3.0 | 0.4.0 | 2023-12-09 20:18:45.285856+00:00 | aiohappyeyeballs.create_connection has no parameter 'all_errors' in aiohappyeyeballs==0.4.0 (accepted up to 0.3.0) | aiohappyeyeballs:0.4.0:aiohappyeyeballs.create_connection:param_removed:all_errors:before | 0.3.0 | valid | You are given a Python snippet and an installed library version.
Library: aiohappyeyeballs==0.3.0
```python
from aiohappyeyeballs import create_connection
create_connection(addr_infos=..., all_errors=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here... | runtime_audit_2 |
aiohttp:3.11.0:aiohttp.ClientWebSocketResponse:param_removed:receive_timeout | aiohttp | 51 | from aiohttp import ClientWebSocketResponse
ClientWebSocketResponse(reader=..., writer=..., protocol=..., response=..., timeout=..., autoclose=..., autoping=..., loop=..., receive_timeout=...) | aiohttp.ClientWebSocketResponse | param_removed | receive_timeout | null | 3.10.11 | 3.11.0 | 2024-11-13 17:33:10.412362+00:00 | aiohttp.ClientWebSocketResponse has no parameter 'receive_timeout' in aiohttp==3.11.0 (accepted up to 3.10.11) | aiohttp:3.11.0:aiohttp.ClientWebSocketResponse:param_removed:receive_timeout:after | 3.11.0 | invalid | You are given a Python snippet and an installed library version.
Library: aiohttp==3.11.0
```python
from aiohttp import ClientWebSocketResponse
ClientWebSocketResponse(reader=..., writer=..., protocol=..., response=..., timeout=..., autoclose=..., autoping=..., loop=..., receive_timeout=...)
```
Ignoring the placeholde... | runtime_audit_2 |
aiohttp:3.11.0:aiohttp.ClientWebSocketResponse:param_removed:receive_timeout | aiohttp | 51 | from aiohttp import ClientWebSocketResponse
ClientWebSocketResponse(reader=..., writer=..., protocol=..., response=..., timeout=..., autoclose=..., autoping=..., loop=..., receive_timeout=...) | aiohttp.ClientWebSocketResponse | param_removed | receive_timeout | null | 3.10.11 | 3.11.0 | 2024-11-13 17:33:10.412362+00:00 | aiohttp.ClientWebSocketResponse has no parameter 'receive_timeout' in aiohttp==3.11.0 (accepted up to 3.10.11) | aiohttp:3.11.0:aiohttp.ClientWebSocketResponse:param_removed:receive_timeout:before | 3.10.11 | valid | You are given a Python snippet and an installed library version.
Library: aiohttp==3.10.11
```python
from aiohttp import ClientWebSocketResponse
ClientWebSocketResponse(reader=..., writer=..., protocol=..., response=..., timeout=..., autoclose=..., autoping=..., loop=..., receive_timeout=...)
```
Ignoring the placehold... | runtime_audit_2 |
aiohttp:3.13.3:aiohttp.compression_utils.ZlibBaseHandler:removed: | aiohttp | 51 | from aiohttp.compression_utils import ZlibBaseHandler | aiohttp.compression_utils.ZlibBaseHandler | removed | null | null | 3.13.2 | 3.13.3 | 2026-01-03 17:31:31.053481+00:00 | aiohttp.compression_utils.ZlibBaseHandler does not exist in aiohttp==3.13.3 (last present in 3.13.2) | aiohttp:3.13.3:aiohttp.compression_utils.ZlibBaseHandler:removed::after | 3.13.3 | invalid | You are given a Python snippet and an installed library version.
Library: aiohttp==3.13.3
```python
from aiohttp.compression_utils import ZlibBaseHandler
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wor... | runtime_audit_2 |
aiohttp:3.13.3:aiohttp.compression_utils.ZlibBaseHandler:removed: | aiohttp | 51 | from aiohttp.compression_utils import ZlibBaseHandler | aiohttp.compression_utils.ZlibBaseHandler | removed | null | null | 3.13.2 | 3.13.3 | 2026-01-03 17:31:31.053481+00:00 | aiohttp.compression_utils.ZlibBaseHandler does not exist in aiohttp==3.13.3 (last present in 3.13.2) | aiohttp:3.13.3:aiohttp.compression_utils.ZlibBaseHandler:removed::before | 3.13.2 | valid | You are given a Python snippet and an installed library version.
Library: aiohttp==3.13.2
```python
from aiohttp.compression_utils import ZlibBaseHandler
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wor... | runtime_audit_2 |
aioitertools:0.11.0:aioitertools.asyncio.as_completed:param_removed:loop | aioitertools | 293 | from aioitertools.asyncio import as_completed
as_completed(aws=..., loop=...) | aioitertools.asyncio.as_completed | param_removed | loop | null | 0.10.0 | 0.11.0 | 2022-09-18 02:03:58.969642+00:00 | aioitertools.asyncio.as_completed has no parameter 'loop' in aioitertools==0.11.0 (accepted up to 0.10.0) | aioitertools:0.11.0:aioitertools.asyncio.as_completed:param_removed:loop:after | 0.11.0 | invalid | You are given a Python snippet and an installed library version.
Library: aioitertools==0.11.0
```python
from aioitertools.asyncio import as_completed
as_completed(aws=..., loop=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this... | runtime_audit_1 |
aioitertools:0.11.0:aioitertools.asyncio.as_completed:param_removed:loop | aioitertools | 293 | from aioitertools.asyncio import as_completed
as_completed(aws=..., loop=...) | aioitertools.asyncio.as_completed | param_removed | loop | null | 0.10.0 | 0.11.0 | 2022-09-18 02:03:58.969642+00:00 | aioitertools.asyncio.as_completed has no parameter 'loop' in aioitertools==0.11.0 (accepted up to 0.10.0) | aioitertools:0.11.0:aioitertools.asyncio.as_completed:param_removed:loop:before | 0.10.0 | valid | You are given a Python snippet and an installed library version.
Library: aioitertools==0.10.0
```python
from aioitertools.asyncio import as_completed
as_completed(aws=..., loop=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this... | runtime_audit_1 |
amazon-ion:0.10.0:amazon.ion.util.Enum:removed: | amazon-ion | 545 | from amazon.ion.util import Enum | amazon.ion.util.Enum | removed | null | null | 0.9.3 | 0.10.0 | 2023-02-14 02:17:37.356875+00:00 | amazon.ion.util.Enum does not exist in amazon-ion==0.10.0 (last present in 0.9.3; first appears in 0.11.1) | amazon-ion:0.10.0:amazon.ion.util.Enum:removed::after | 0.10.0 | invalid | You are given a Python snippet and an installed library version.
Library: amazon-ion==0.10.0
```python
from amazon.ion.util import Enum
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invali... | runtime_audit_1 |
amazon-ion:0.10.0:amazon.ion.util.Enum:removed: | amazon-ion | 545 | from amazon.ion.util import Enum | amazon.ion.util.Enum | removed | null | null | 0.9.3 | 0.10.0 | 2023-02-14 02:17:37.356875+00:00 | amazon.ion.util.Enum does not exist in amazon-ion==0.10.0 (last present in 0.9.3; first appears in 0.11.1) | amazon-ion:0.10.0:amazon.ion.util.Enum:removed::before | 0.9.3 | valid | You are given a Python snippet and an installed library version.
Library: amazon-ion==0.9.3
```python
from amazon.ion.util import Enum
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid... | runtime_audit_1 |
anthropic:0.115.1:anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData:removed: | anthropic | 194 | from anthropic.types.beta import BetaWebhookMemoryStoreDeletedEventData | anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData | removed | null | null | 0.115.0 | 0.115.1 | 2026-07-01 21:54:17.392557+00:00 | anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData does not exist in anthropic==0.115.1 (last present in 0.115.0; first appears in 0.118.0) | anthropic:0.115.1:anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData:removed::after | 0.115.1 | invalid | You are given a Python snippet and an installed library version.
Library: anthropic==0.115.1
```python
from anthropic.types.beta import BetaWebhookMemoryStoreDeletedEventData
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version... | runtime_audit_1 |
anthropic:0.115.1:anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData:removed: | anthropic | 194 | from anthropic.types.beta import BetaWebhookMemoryStoreDeletedEventData | anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData | removed | null | null | 0.115.0 | 0.115.1 | 2026-07-01 21:54:17.392557+00:00 | anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData does not exist in anthropic==0.115.1 (last present in 0.115.0; first appears in 0.118.0) | anthropic:0.115.1:anthropic.types.beta.BetaWebhookMemoryStoreDeletedEventData:removed::before | 0.115.0 | valid | You are given a Python snippet and an installed library version.
Library: anthropic==0.115.0
```python
from anthropic.types.beta import BetaWebhookMemoryStoreDeletedEventData
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version... | runtime_audit_1 |
anyio:4.0.0:anyio.abc.TestRunner.close:removed: | anyio | 22 | from anyio.abc import TestRunner
TestRunner.close | anyio.abc.TestRunner.close | removed | null | still available as anyio.streams.memory.MemoryObjectSendStream.close | 3.7.1 | 4.0.0 | 2023-08-30 22:24:04.727204+00:00 | anyio.abc.TestRunner.close does not exist in anyio==4.0.0 (last present in 3.7.1) | anyio:4.0.0:anyio.abc.TestRunner.close:removed::after | 4.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: anyio==4.0.0
```python
from anyio.abc import TestRunner
TestRunner.close
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: vali... | runtime_audit_2 |
anyio:4.0.0:anyio.abc.TestRunner.close:removed: | anyio | 22 | from anyio.abc import TestRunner
TestRunner.close | anyio.abc.TestRunner.close | removed | null | still available as anyio.streams.memory.MemoryObjectSendStream.close | 3.7.1 | 4.0.0 | 2023-08-30 22:24:04.727204+00:00 | anyio.abc.TestRunner.close does not exist in anyio==4.0.0 (last present in 3.7.1) | anyio:4.0.0:anyio.abc.TestRunner.close:removed::before | 3.7.1 | valid | You are given a Python snippet and an installed library version.
Library: anyio==3.7.1
```python
from anyio.abc import TestRunner
TestRunner.close
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: vali... | runtime_audit_2 |
anyio:4.0.0:anyio.maybe_async_cm:removed: | anyio | 22 | from anyio import maybe_async_cm | anyio.maybe_async_cm | removed | null | null | 3.7.1 | 4.0.0 | 2023-08-30 22:24:04.727204+00:00 | anyio.maybe_async_cm does not exist in anyio==4.0.0 (last present in 3.7.1) | anyio:4.0.0:anyio.maybe_async_cm:removed::after | 4.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: anyio==4.0.0
```python
from anyio import maybe_async_cm
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
anyio:4.0.0:anyio.maybe_async_cm:removed: | anyio | 22 | from anyio import maybe_async_cm | anyio.maybe_async_cm | removed | null | null | 3.7.1 | 4.0.0 | 2023-08-30 22:24:04.727204+00:00 | anyio.maybe_async_cm does not exist in anyio==4.0.0 (last present in 3.7.1) | anyio:4.0.0:anyio.maybe_async_cm:removed::before | 3.7.1 | valid | You are given a Python snippet and an installed library version.
Library: anyio==3.7.1
```python
from anyio import maybe_async_cm
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
asttokens:3.0.0:asttokens.util.AstConstant:removed: | asttokens | 272 | from asttokens.util import AstConstant | asttokens.util.AstConstant | removed | null | null | 2.4.1 | 3.0.0 | 2024-11-30 04:30:10.946600+00:00 | asttokens.util.AstConstant does not exist in asttokens==3.0.0 (last present in 2.4.1) | asttokens:3.0.0:asttokens.util.AstConstant:removed::after | 3.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: asttokens==3.0.0
```python
from asttokens.util import AstConstant
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or in... | runtime_audit_2 |
asttokens:3.0.0:asttokens.util.AstConstant:removed: | asttokens | 272 | from asttokens.util import AstConstant | asttokens.util.AstConstant | removed | null | null | 2.4.1 | 3.0.0 | 2024-11-30 04:30:10.946600+00:00 | asttokens.util.AstConstant does not exist in asttokens==3.0.0 (last present in 2.4.1) | asttokens:3.0.0:asttokens.util.AstConstant:removed::before | 2.4.1 | valid | You are given a Python snippet and an installed library version.
Library: asttokens==2.4.1
```python
from asttokens.util import AstConstant
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or in... | runtime_audit_2 |
async-lru:2.0.0:async_lru.alru_cache:param_removed:cache_exceptions | async-lru | 534 | from async_lru import alru_cache
alru_cache(cache_exceptions=...) | async_lru.alru_cache | param_removed | cache_exceptions | null | 1.0.3 | 2.0.0 | 2023-02-19 16:35:32.291802+00:00 | async_lru.alru_cache has no parameter 'cache_exceptions' in async-lru==2.0.0 (accepted up to 1.0.3) | async-lru:2.0.0:async_lru.alru_cache:param_removed:cache_exceptions:after | 2.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: async-lru==2.0.0
```python
from async_lru import alru_cache
alru_cache(cache_exceptions=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer... | runtime_audit_2 |
async-lru:2.0.0:async_lru.alru_cache:param_removed:cache_exceptions | async-lru | 534 | from async_lru import alru_cache
alru_cache(cache_exceptions=...) | async_lru.alru_cache | param_removed | cache_exceptions | null | 1.0.3 | 2.0.0 | 2023-02-19 16:35:32.291802+00:00 | async_lru.alru_cache has no parameter 'cache_exceptions' in async-lru==2.0.0 (accepted up to 1.0.3) | async-lru:2.0.0:async_lru.alru_cache:param_removed:cache_exceptions:before | 1.0.3 | valid | You are given a Python snippet and an installed library version.
Library: async-lru==1.0.3
```python
from async_lru import alru_cache
alru_cache(cache_exceptions=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer... | runtime_audit_2 |
async-lru:2.0.0:async_lru.alru_cache:param_removed:fn | async-lru | 534 | from async_lru import alru_cache
alru_cache(fn=...) | async_lru.alru_cache | param_removed | fn | null | 1.0.3 | 2.0.0 | 2023-02-19 16:35:32.291802+00:00 | async_lru.alru_cache has no parameter 'fn' in async-lru==2.0.0 (accepted up to 1.0.3) | async-lru:2.0.0:async_lru.alru_cache:param_removed:fn:after | 2.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: async-lru==2.0.0
```python
from async_lru import alru_cache
alru_cache(fn=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word... | runtime_audit_2 |
async-lru:2.0.0:async_lru.alru_cache:param_removed:fn | async-lru | 534 | from async_lru import alru_cache
alru_cache(fn=...) | async_lru.alru_cache | param_removed | fn | null | 1.0.3 | 2.0.0 | 2023-02-19 16:35:32.291802+00:00 | async_lru.alru_cache has no parameter 'fn' in async-lru==2.0.0 (accepted up to 1.0.3) | async-lru:2.0.0:async_lru.alru_cache:param_removed:fn:before | 1.0.3 | valid | You are given a Python snippet and an installed library version.
Library: async-lru==1.0.3
```python
from async_lru import alru_cache
alru_cache(fn=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word... | runtime_audit_2 |
authlib:0.15.5:authlib.oauth2.rfc6750.InsufficientScopeError:param_removed:state | authlib | 253 | from authlib.oauth2.rfc6750 import InsufficientScopeError
InsufficientScopeError(state=...) | authlib.oauth2.rfc6750.InsufficientScopeError | param_removed | state | null | 0.15.4 | 0.15.5 | 2021-10-18 12:15:12.828950+00:00 | authlib.oauth2.rfc6750.InsufficientScopeError has no parameter 'state' in authlib==0.15.5 (accepted from 0.15.3) | authlib:0.15.5:authlib.oauth2.rfc6750.InsufficientScopeError:param_removed:state:after | 0.15.5 | invalid | You are given a Python snippet and an installed library version.
Library: authlib==0.15.5
```python
from authlib.oauth2.rfc6750 import InsufficientScopeError
InsufficientScopeError(state=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exa... | runtime_audit_1 |
authlib:0.15.5:authlib.oauth2.rfc6750.InsufficientScopeError:param_removed:state | authlib | 253 | from authlib.oauth2.rfc6750 import InsufficientScopeError
InsufficientScopeError(state=...) | authlib.oauth2.rfc6750.InsufficientScopeError | param_removed | state | null | 0.15.4 | 0.15.5 | 2021-10-18 12:15:12.828950+00:00 | authlib.oauth2.rfc6750.InsufficientScopeError has no parameter 'state' in authlib==0.15.5 (accepted from 0.15.3) | authlib:0.15.5:authlib.oauth2.rfc6750.InsufficientScopeError:param_removed:state:before | 0.15.4 | valid | You are given a Python snippet and an installed library version.
Library: authlib==0.15.4
```python
from authlib.oauth2.rfc6750 import InsufficientScopeError
InsufficientScopeError(state=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exa... | runtime_audit_1 |
av:19.0.0:av.open:param_removed:metadata_errors | av | 615 | from av import open
open(file=..., metadata_errors=...) | av.open | param_removed | metadata_errors | null | 18.1.0 | 19.0.0 | 2026-09-29 17:47:06.066722+00:00 | av.open has no parameter 'metadata_errors' in av==19.0.0 (accepted up to 18.1.0) | av:19.0.0:av.open:param_removed:metadata_errors:after | 19.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: av==19.0.0
```python
from av import open
open(file=..., metadata_errors=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: ... | runtime_audit_2 |
av:19.0.0:av.open:param_removed:metadata_errors | av | 615 | from av import open
open(file=..., metadata_errors=...) | av.open | param_removed | metadata_errors | null | 18.1.0 | 19.0.0 | 2026-09-29 17:47:06.066722+00:00 | av.open has no parameter 'metadata_errors' in av==19.0.0 (accepted up to 18.1.0) | av:19.0.0:av.open:param_removed:metadata_errors:before | 18.1.0 | valid | You are given a Python snippet and an installed library version.
Library: av==18.1.0
```python
from av import open
open(file=..., metadata_errors=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: ... | runtime_audit_2 |
aws-xray-sdk:2.12.1:aws_xray_sdk.core.utils.compat.PY35:removed: | aws-xray-sdk | 973 | from aws_xray_sdk.core.utils.compat import PY35 | aws_xray_sdk.core.utils.compat.PY35 | removed | null | null | 2.12.0 | 2.12.1 | 2023-10-12 17:06:58.810109+00:00 | aws_xray_sdk.core.utils.compat.PY35 does not exist in aws-xray-sdk==2.12.1 (last present in 2.12.0) | aws-xray-sdk:2.12.1:aws_xray_sdk.core.utils.compat.PY35:removed::after | 2.12.1 | invalid | You are given a Python snippet and an installed library version.
Library: aws-xray-sdk==2.12.1
```python
from aws_xray_sdk.core.utils.compat import PY35
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word... | runtime_audit_2 |
aws-xray-sdk:2.12.1:aws_xray_sdk.core.utils.compat.PY35:removed: | aws-xray-sdk | 973 | from aws_xray_sdk.core.utils.compat import PY35 | aws_xray_sdk.core.utils.compat.PY35 | removed | null | null | 2.12.0 | 2.12.1 | 2023-10-12 17:06:58.810109+00:00 | aws_xray_sdk.core.utils.compat.PY35 does not exist in aws-xray-sdk==2.12.1 (last present in 2.12.0) | aws-xray-sdk:2.12.1:aws_xray_sdk.core.utils.compat.PY35:removed::before | 2.12.0 | valid | You are given a Python snippet and an installed library version.
Library: aws-xray-sdk==2.12.0
```python
from aws_xray_sdk.core.utils.compat import PY35
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word... | runtime_audit_2 |
awscrt:0.35.0:awscrt.mqtt.Connection:param_renamed:enable_metrics | awscrt | 774 | from awscrt.mqtt import Connection
Connection(client=..., host_name=..., port=..., client_id=..., enable_metrics=...) | awscrt.mqtt.Connection | param_renamed | enable_metrics | enable_metrics -> disable_metrics | 0.34.1 | 0.35.0 | 2026-06-25 18:16:58.240657+00:00 | awscrt.mqtt.Connection has no parameter 'enable_metrics' in awscrt==0.35.0 (accepted up to 0.34.1) | awscrt:0.35.0:awscrt.mqtt.Connection:param_renamed:enable_metrics:after | 0.35.0 | invalid | You are given a Python snippet and an installed library version.
Library: awscrt==0.35.0
```python
from awscrt.mqtt import Connection
Connection(client=..., host_name=..., port=..., client_id=..., enable_metrics=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argume... | runtime_audit_2 |
awscrt:0.35.0:awscrt.mqtt.Connection:param_renamed:enable_metrics | awscrt | 774 | from awscrt.mqtt import Connection
Connection(client=..., host_name=..., port=..., client_id=..., enable_metrics=...) | awscrt.mqtt.Connection | param_renamed | enable_metrics | enable_metrics -> disable_metrics | 0.34.1 | 0.35.0 | 2026-06-25 18:16:58.240657+00:00 | awscrt.mqtt.Connection has no parameter 'enable_metrics' in awscrt==0.35.0 (accepted up to 0.34.1) | awscrt:0.35.0:awscrt.mqtt.Connection:param_renamed:enable_metrics:before | 0.34.1 | valid | You are given a Python snippet and an installed library version.
Library: awscrt==0.34.1
```python
from awscrt.mqtt import Connection
Connection(client=..., host_name=..., port=..., client_id=..., enable_metrics=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argume... | runtime_audit_2 |
babel:2.18.0:babel.numbers.NUMBER_PATTERN:removed: | babel | 260 | from babel.numbers import NUMBER_PATTERN | babel.numbers.NUMBER_PATTERN | removed | null | null | 2.17.0 | 2.18.0 | 2026-02-01 12:30:53.445172+00:00 | babel.numbers.NUMBER_PATTERN does not exist in babel==2.18.0 (last present in 2.17.0) | babel:2.18.0:babel.numbers.NUMBER_PATTERN:removed::after | 2.18.0 | invalid | You are given a Python snippet and an installed library version.
Library: babel==2.18.0
```python
from babel.numbers import NUMBER_PATTERN
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or inv... | runtime_audit_1 |
babel:2.18.0:babel.numbers.NUMBER_PATTERN:removed: | babel | 260 | from babel.numbers import NUMBER_PATTERN | babel.numbers.NUMBER_PATTERN | removed | null | null | 2.17.0 | 2.18.0 | 2026-02-01 12:30:53.445172+00:00 | babel.numbers.NUMBER_PATTERN does not exist in babel==2.18.0 (last present in 2.17.0) | babel:2.18.0:babel.numbers.NUMBER_PATTERN:removed::before | 2.17.0 | valid | You are given a Python snippet and an installed library version.
Library: babel==2.17.0
```python
from babel.numbers import NUMBER_PATTERN
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or inv... | runtime_audit_1 |
bidict:0.23.0:bidict.NamedBidictBase:removed: | bidict | 710 | from bidict import NamedBidictBase | bidict.NamedBidictBase | removed | null | null | 0.22.1 | 0.23.0 | 2024-02-14 22:32:48.541803+00:00 | bidict.NamedBidictBase does not exist in bidict==0.23.0 (last present in 0.22.1) | bidict:0.23.0:bidict.NamedBidictBase:removed::after | 0.23.0 | invalid | You are given a Python snippet and an installed library version.
Library: bidict==0.23.0
```python
from bidict import NamedBidictBase
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
bidict:0.23.0:bidict.NamedBidictBase:removed: | bidict | 710 | from bidict import NamedBidictBase | bidict.NamedBidictBase | removed | null | null | 0.22.1 | 0.23.0 | 2024-02-14 22:32:48.541803+00:00 | bidict.NamedBidictBase does not exist in bidict==0.23.0 (last present in 0.22.1) | bidict:0.23.0:bidict.NamedBidictBase:removed::before | 0.22.1 | valid | You are given a Python snippet and an installed library version.
Library: bidict==0.22.1
```python
from bidict import NamedBidictBase
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
billiard:4.0.0:billiard.compat.buf_t:removed: | billiard | 457 | from billiard.compat import buf_t | billiard.compat.buf_t | removed | null | null | 3.6.4.0 | 4.0.0 | 2022-04-24 08:33:13.172517+00:00 | billiard.compat.buf_t does not exist in billiard==4.0.0 (last present in 3.6.4.0) | billiard:4.0.0:billiard.compat.buf_t:removed::after | 4.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: billiard==4.0.0
```python
from billiard.compat import buf_t
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
billiard:4.0.0:billiard.compat.buf_t:removed: | billiard | 457 | from billiard.compat import buf_t | billiard.compat.buf_t | removed | null | null | 3.6.4.0 | 4.0.0 | 2022-04-24 08:33:13.172517+00:00 | billiard.compat.buf_t does not exist in billiard==4.0.0 (last present in 3.6.4.0) | billiard:4.0.0:billiard.compat.buf_t:removed::before | 3.6.4.0 | valid | You are given a Python snippet and an installed library version.
Library: billiard==3.6.4.0
```python
from billiard.compat import buf_t
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invali... | runtime_audit_2 |
bleach:5.0.0:bleach.html5lib_shim.PARSEERROR_TYPE:removed: | bleach | 373 | from bleach.html5lib_shim import PARSEERROR_TYPE | bleach.html5lib_shim.PARSEERROR_TYPE | removed | null | null | 4.1.0 | 5.0.0 | 2022-04-07 15:50:15.279179+00:00 | bleach.html5lib_shim.PARSEERROR_TYPE does not exist in bleach==5.0.0 (last present in 4.1.0) | bleach:5.0.0:bleach.html5lib_shim.PARSEERROR_TYPE:removed::after | 5.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: bleach==5.0.0
```python
from bleach.html5lib_shim import PARSEERROR_TYPE
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: vali... | runtime_audit_2 |
bleach:5.0.0:bleach.html5lib_shim.PARSEERROR_TYPE:removed: | bleach | 373 | from bleach.html5lib_shim import PARSEERROR_TYPE | bleach.html5lib_shim.PARSEERROR_TYPE | removed | null | null | 4.1.0 | 5.0.0 | 2022-04-07 15:50:15.279179+00:00 | bleach.html5lib_shim.PARSEERROR_TYPE does not exist in bleach==5.0.0 (last present in 4.1.0) | bleach:5.0.0:bleach.html5lib_shim.PARSEERROR_TYPE:removed::before | 4.1.0 | valid | You are given a Python snippet and an installed library version.
Library: bleach==4.1.0
```python
from bleach.html5lib_shim import PARSEERROR_TYPE
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: vali... | runtime_audit_2 |
bleach:5.0.0:bleach.sanitizer.Cleaner:param_removed:styles | bleach | 373 | from bleach.sanitizer import Cleaner
Cleaner(styles=...) | bleach.sanitizer.Cleaner | param_removed | styles | null | 4.1.0 | 5.0.0 | 2022-04-07 15:50:15.279179+00:00 | bleach.sanitizer.Cleaner has no parameter 'styles' in bleach==5.0.0 (accepted up to 4.1.0) | bleach:5.0.0:bleach.sanitizer.Cleaner:param_removed:styles:after | 5.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: bleach==5.0.0
```python
from bleach.sanitizer import Cleaner
Cleaner(styles=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wo... | runtime_audit_2 |
bleach:5.0.0:bleach.sanitizer.Cleaner:param_removed:styles | bleach | 373 | from bleach.sanitizer import Cleaner
Cleaner(styles=...) | bleach.sanitizer.Cleaner | param_removed | styles | null | 4.1.0 | 5.0.0 | 2022-04-07 15:50:15.279179+00:00 | bleach.sanitizer.Cleaner has no parameter 'styles' in bleach==5.0.0 (accepted up to 4.1.0) | bleach:5.0.0:bleach.sanitizer.Cleaner:param_removed:styles:before | 4.1.0 | valid | You are given a Python snippet and an installed library version.
Library: bleach==4.1.0
```python
from bleach.sanitizer import Cleaner
Cleaner(styles=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wo... | runtime_audit_2 |
cachecontrol:0.12.13:cachecontrol.caches.FileCache:param_removed:use_dir_lock | cachecontrol | 303 | from cachecontrol.caches import FileCache
FileCache(directory=..., use_dir_lock=...) | cachecontrol.caches.FileCache | param_removed | use_dir_lock | null | 0.12.11 | 0.12.13 | 2023-06-05 02:05:06.256791+00:00 | cachecontrol.caches.FileCache has no parameter 'use_dir_lock' in cachecontrol==0.12.13 (accepted from 0.12.7) | cachecontrol:0.12.13:cachecontrol.caches.FileCache:param_removed:use_dir_lock:after | 0.12.13 | invalid | You are given a Python snippet and an installed library version.
Library: cachecontrol==0.12.13
```python
from cachecontrol.caches import FileCache
FileCache(directory=..., use_dir_lock=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exac... | runtime_audit_1 |
cachecontrol:0.12.13:cachecontrol.caches.FileCache:param_removed:use_dir_lock | cachecontrol | 303 | from cachecontrol.caches import FileCache
FileCache(directory=..., use_dir_lock=...) | cachecontrol.caches.FileCache | param_removed | use_dir_lock | null | 0.12.11 | 0.12.13 | 2023-06-05 02:05:06.256791+00:00 | cachecontrol.caches.FileCache has no parameter 'use_dir_lock' in cachecontrol==0.12.13 (accepted from 0.12.7) | cachecontrol:0.12.13:cachecontrol.caches.FileCache:param_removed:use_dir_lock:before | 0.12.11 | valid | You are given a Python snippet and an installed library version.
Library: cachecontrol==0.12.11
```python
from cachecontrol.caches import FileCache
FileCache(directory=..., use_dir_lock=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exac... | runtime_audit_1 |
cachetools:6.0.0:cachetools.MRUCache:removed: | cachetools | 119 | from cachetools import MRUCache | cachetools.MRUCache | removed | null | null | 5.5.2 | 6.0.0 | 2025-05-23 20:01:11.323426+00:00 | cachetools.MRUCache does not exist in cachetools==6.0.0 (last present in 5.5.2) | cachetools:6.0.0:cachetools.MRUCache:removed::after | 6.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: cachetools==6.0.0
```python
from cachetools import MRUCache
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
cachetools:6.0.0:cachetools.MRUCache:removed: | cachetools | 119 | from cachetools import MRUCache | cachetools.MRUCache | removed | null | null | 5.5.2 | 6.0.0 | 2025-05-23 20:01:11.323426+00:00 | cachetools.MRUCache does not exist in cachetools==6.0.0 (last present in 5.5.2) | cachetools:6.0.0:cachetools.MRUCache:removed::before | 5.5.2 | valid | You are given a Python snippet and an installed library version.
Library: cachetools==5.5.2
```python
from cachetools import MRUCache
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
cachetools:6.0.0:cachetools.func.mru_cache:removed: | cachetools | 119 | from cachetools.func import mru_cache | cachetools.func.mru_cache | removed | null | null | 5.5.2 | 6.0.0 | 2025-05-23 20:01:11.323426+00:00 | cachetools.func.mru_cache does not exist in cachetools==6.0.0 (last present in 5.5.2) | cachetools:6.0.0:cachetools.func.mru_cache:removed::after | 6.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: cachetools==6.0.0
```python
from cachetools.func import mru_cache
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or in... | runtime_audit_2 |
cachetools:6.0.0:cachetools.func.mru_cache:removed: | cachetools | 119 | from cachetools.func import mru_cache | cachetools.func.mru_cache | removed | null | null | 5.5.2 | 6.0.0 | 2025-05-23 20:01:11.323426+00:00 | cachetools.func.mru_cache does not exist in cachetools==6.0.0 (last present in 5.5.2) | cachetools:6.0.0:cachetools.func.mru_cache:removed::before | 5.5.2 | valid | You are given a Python snippet and an installed library version.
Library: cachetools==5.5.2
```python
from cachetools.func import mru_cache
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or in... | runtime_audit_2 |
catalogue:2.0.2:catalogue.basestring_:removed: | catalogue | 711 | from catalogue import basestring_ | catalogue.basestring_ | removed | null | null | 1.0.2 | 2.0.2 | 2021-04-13 13:39:15.119086+00:00 | catalogue.basestring_ does not exist in catalogue==2.0.2 (last present in 1.0.2) | catalogue:2.0.2:catalogue.basestring_:removed::after | 2.0.2 | invalid | You are given a Python snippet and an installed library version.
Library: catalogue==2.0.2
```python
from catalogue import basestring_
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid... | runtime_audit_2 |
catalogue:2.0.2:catalogue.basestring_:removed: | catalogue | 711 | from catalogue import basestring_ | catalogue.basestring_ | removed | null | null | 1.0.2 | 2.0.2 | 2021-04-13 13:39:15.119086+00:00 | catalogue.basestring_ does not exist in catalogue==2.0.2 (last present in 1.0.2) | catalogue:2.0.2:catalogue.basestring_:removed::before | 1.0.2 | valid | You are given a Python snippet and an installed library version.
Library: catalogue==1.0.2
```python
from catalogue import basestring_
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid... | runtime_audit_2 |
cattrs:23.2.3:cattrs.gen.generate_unique_filename:param_renamed:reserve | cattrs | 544 | from cattrs.gen import generate_unique_filename
generate_unique_filename(cls=..., func_name=..., reserve=...) | cattrs.gen.generate_unique_filename | param_renamed | reserve | reserve -> lines | 23.2.2 | 23.2.3 | 2023-11-30 22:19:19.163763+00:00 | cattrs.gen.generate_unique_filename has no parameter 'reserve' in cattrs==23.2.3 (accepted up to 23.2.2) | cattrs:23.2.3:cattrs.gen.generate_unique_filename:param_renamed:reserve:after | 23.2.3 | invalid | You are given a Python snippet and an installed library version.
Library: cattrs==23.2.3
```python
from cattrs.gen import generate_unique_filename
generate_unique_filename(cls=..., func_name=..., reserve=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used ... | runtime_audit_2 |
cattrs:23.2.3:cattrs.gen.generate_unique_filename:param_renamed:reserve | cattrs | 544 | from cattrs.gen import generate_unique_filename
generate_unique_filename(cls=..., func_name=..., reserve=...) | cattrs.gen.generate_unique_filename | param_renamed | reserve | reserve -> lines | 23.2.2 | 23.2.3 | 2023-11-30 22:19:19.163763+00:00 | cattrs.gen.generate_unique_filename has no parameter 'reserve' in cattrs==23.2.3 (accepted up to 23.2.2) | cattrs:23.2.3:cattrs.gen.generate_unique_filename:param_renamed:reserve:before | 23.2.2 | valid | You are given a Python snippet and an installed library version.
Library: cattrs==23.2.2
```python
from cattrs.gen import generate_unique_filename
generate_unique_filename(cls=..., func_name=..., reserve=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used ... | runtime_audit_2 |
cattrs:25.1.0:cattrs.gen.DictStructureFn:removed: | cattrs | 544 | from cattrs.gen import DictStructureFn | cattrs.gen.DictStructureFn | removed | null | null | 24.1.3 | 25.1.0 | 2025-05-31 09:57:55.061978+00:00 | cattrs.gen.DictStructureFn does not exist in cattrs==25.1.0 (last present in 24.1.3) | cattrs:25.1.0:cattrs.gen.DictStructureFn:removed::after | 25.1.0 | invalid | You are given a Python snippet and an installed library version.
Library: cattrs==25.1.0
```python
from cattrs.gen import DictStructureFn
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or inva... | runtime_audit_2 |
cattrs:25.1.0:cattrs.gen.DictStructureFn:removed: | cattrs | 544 | from cattrs.gen import DictStructureFn | cattrs.gen.DictStructureFn | removed | null | null | 24.1.3 | 25.1.0 | 2025-05-31 09:57:55.061978+00:00 | cattrs.gen.DictStructureFn does not exist in cattrs==25.1.0 (last present in 24.1.3) | cattrs:25.1.0:cattrs.gen.DictStructureFn:removed::before | 24.1.3 | valid | You are given a Python snippet and an installed library version.
Library: cattrs==24.1.3
```python
from cattrs.gen import DictStructureFn
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or inva... | runtime_audit_2 |
cbor2:6.0.0:cbor2.tool.tag_hook:param_removed:decoder | cbor2 | 328 | from cbor2.tool import tag_hook
tag_hook(tag=..., decoder=...) | cbor2.tool.tag_hook | param_removed | decoder | null | 5.9.0 | 6.0.0 | 2026-04-28 13:28:01.871515+00:00 | cbor2.tool.tag_hook has no parameter 'decoder' in cbor2==6.0.0 (accepted up to 5.9.0) | cbor2:6.0.0:cbor2.tool.tag_hook:param_removed:decoder:after | 6.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: cbor2==6.0.0
```python
from cbor2.tool import tag_hook
tag_hook(tag=..., decoder=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with o... | runtime_audit_1 |
cbor2:6.0.0:cbor2.tool.tag_hook:param_removed:decoder | cbor2 | 328 | from cbor2.tool import tag_hook
tag_hook(tag=..., decoder=...) | cbor2.tool.tag_hook | param_removed | decoder | null | 5.9.0 | 6.0.0 | 2026-04-28 13:28:01.871515+00:00 | cbor2.tool.tag_hook has no parameter 'decoder' in cbor2==6.0.0 (accepted up to 5.9.0) | cbor2:6.0.0:cbor2.tool.tag_hook:param_removed:decoder:before | 5.9.0 | valid | You are given a Python snippet and an installed library version.
Library: cbor2==5.9.0
```python
from cbor2.tool import tag_hook
tag_hook(tag=..., decoder=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with o... | runtime_audit_1 |
celery:5.6.0:celery.worker.consumer.Consumer.cancel_all_unacked_requests:removed: | celery | 453 | from celery.worker.consumer import Consumer
Consumer.cancel_all_unacked_requests | celery.worker.consumer.Consumer.cancel_all_unacked_requests | removed | null | null | 5.5.3 | 5.6.0 | 2025-11-30 17:39:44.314748+00:00 | celery.worker.consumer.Consumer.cancel_all_unacked_requests does not exist in celery==5.6.0 (last present in 5.5.3) | celery:5.6.0:celery.worker.consumer.Consumer.cancel_all_unacked_requests:removed::after | 5.6.0 | invalid | You are given a Python snippet and an installed library version.
Library: celery==5.6.0
```python
from celery.worker.consumer import Consumer
Consumer.cancel_all_unacked_requests
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this ver... | runtime_audit_2 |
celery:5.6.0:celery.worker.consumer.Consumer.cancel_all_unacked_requests:removed: | celery | 453 | from celery.worker.consumer import Consumer
Consumer.cancel_all_unacked_requests | celery.worker.consumer.Consumer.cancel_all_unacked_requests | removed | null | null | 5.5.3 | 5.6.0 | 2025-11-30 17:39:44.314748+00:00 | celery.worker.consumer.Consumer.cancel_all_unacked_requests does not exist in celery==5.6.0 (last present in 5.5.3) | celery:5.6.0:celery.worker.consumer.Consumer.cancel_all_unacked_requests:removed::before | 5.5.3 | valid | You are given a Python snippet and an installed library version.
Library: celery==5.5.3
```python
from celery.worker.consumer import Consumer
Consumer.cancel_all_unacked_requests
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this ver... | runtime_audit_2 |
click:8.1.0:click.Parameter:param_removed:autocompletion | click | 20 | from click import Parameter
Parameter(autocompletion=...) | click.Parameter | param_removed | autocompletion | null | 8.0.4 | 8.1.0 | 2022-03-28 17:37:48.879644+00:00 | click.Parameter has no parameter 'autocompletion' in click==8.1.0 (accepted up to 8.0.4) | click:8.1.0:click.Parameter:param_removed:autocompletion:after | 8.1.0 | invalid | You are given a Python snippet and an installed library version.
Library: click==8.1.0
```python
from click import Parameter
Parameter(autocompletion=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wo... | runtime_audit_1 |
click:8.1.0:click.Parameter:param_removed:autocompletion | click | 20 | from click import Parameter
Parameter(autocompletion=...) | click.Parameter | param_removed | autocompletion | null | 8.0.4 | 8.1.0 | 2022-03-28 17:37:48.879644+00:00 | click.Parameter has no parameter 'autocompletion' in click==8.1.0 (accepted up to 8.0.4) | click:8.1.0:click.Parameter:param_removed:autocompletion:before | 8.0.4 | valid | You are given a Python snippet and an installed library version.
Library: click==8.0.4
```python
from click import Parameter
Parameter(autocompletion=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one wo... | runtime_audit_1 |
click-repl:0.3.0:click_repl.text_type:removed: | click-repl | 463 | from click_repl import text_type | click_repl.text_type | removed | null | null | 0.2.0 | 0.3.0 | 2023-06-15 12:43:48.626818+00:00 | click_repl.text_type does not exist in click-repl==0.3.0 (last present in 0.2.0) | click-repl:0.3.0:click_repl.text_type:removed::after | 0.3.0 | invalid | You are given a Python snippet and an installed library version.
Library: click-repl==0.3.0
```python
from click_repl import text_type
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid... | runtime_audit_1 |
click-repl:0.3.0:click_repl.text_type:removed: | click-repl | 463 | from click_repl import text_type | click_repl.text_type | removed | null | null | 0.2.0 | 0.3.0 | 2023-06-15 12:43:48.626818+00:00 | click_repl.text_type does not exist in click-repl==0.3.0 (last present in 0.2.0) | click-repl:0.3.0:click_repl.text_type:removed::before | 0.2.0 | valid | You are given a Python snippet and an installed library version.
Library: click-repl==0.2.0
```python
from click_repl import text_type
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid... | runtime_audit_1 |
clickhouse-connect:0.8.0:clickhouse_connect.driver.query.format_query_value:removed: | clickhouse-connect | 639 | from clickhouse_connect.driver.query import format_query_value | clickhouse_connect.driver.query.format_query_value | removed | null | still available as clickhouse_connect.driver.binding.format_query_value | 0.7.19 | 0.8.0 | 2024-09-26 00:33:41.696687+00:00 | clickhouse_connect.driver.query.format_query_value does not exist in clickhouse-connect==0.8.0 (last present in 0.7.19) | clickhouse-connect:0.8.0:clickhouse_connect.driver.query.format_query_value:removed::after | 0.8.0 | invalid | You are given a Python snippet and an installed library version.
Library: clickhouse-connect==0.8.0
```python
from clickhouse_connect.driver.query import format_query_value
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? ... | runtime_audit_2 |
clickhouse-connect:0.8.0:clickhouse_connect.driver.query.format_query_value:removed: | clickhouse-connect | 639 | from clickhouse_connect.driver.query import format_query_value | clickhouse_connect.driver.query.format_query_value | removed | null | still available as clickhouse_connect.driver.binding.format_query_value | 0.7.19 | 0.8.0 | 2024-09-26 00:33:41.696687+00:00 | clickhouse_connect.driver.query.format_query_value does not exist in clickhouse-connect==0.8.0 (last present in 0.7.19) | clickhouse-connect:0.8.0:clickhouse_connect.driver.query.format_query_value:removed::before | 0.7.19 | valid | You are given a Python snippet and an installed library version.
Library: clickhouse-connect==0.7.19
```python
from clickhouse_connect.driver.query import format_query_value
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version?... | runtime_audit_2 |
clickhouse-connect:1.0.0:clickhouse_connect.driver.query.QueryContext:param_removed:utc_tz_aware | clickhouse-connect | 639 | from clickhouse_connect.driver.query import QueryContext
QueryContext(utc_tz_aware=...) | clickhouse_connect.driver.query.QueryContext | param_removed | utc_tz_aware | null | 0.15.1 | 1.0.0 | 2026-05-14 14:46:42.493498+00:00 | clickhouse_connect.driver.query.QueryContext has no parameter 'utc_tz_aware' in clickhouse-connect==1.0.0 (accepted up to 0.15.1) | clickhouse-connect:1.0.0:clickhouse_connect.driver.query.QueryContext:param_removed:utc_tz_aware:after | 1.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: clickhouse-connect==1.0.0
```python
from clickhouse_connect.driver.query import QueryContext
QueryContext(utc_tz_aware=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid ... | runtime_audit_2 |
clickhouse-connect:1.0.0:clickhouse_connect.driver.query.QueryContext:param_removed:utc_tz_aware | clickhouse-connect | 639 | from clickhouse_connect.driver.query import QueryContext
QueryContext(utc_tz_aware=...) | clickhouse_connect.driver.query.QueryContext | param_removed | utc_tz_aware | null | 0.15.1 | 1.0.0 | 2026-05-14 14:46:42.493498+00:00 | clickhouse_connect.driver.query.QueryContext has no parameter 'utc_tz_aware' in clickhouse-connect==1.0.0 (accepted up to 0.15.1) | clickhouse-connect:1.0.0:clickhouse_connect.driver.query.QueryContext:param_removed:utc_tz_aware:before | 0.15.1 | valid | You are given a Python snippet and an installed library version.
Library: clickhouse-connect==0.15.1
```python
from clickhouse_connect.driver.query import QueryContext
QueryContext(utc_tz_aware=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid... | runtime_audit_2 |
cloudpathlib:0.10.0:cloudpathlib.anypath.AnyPathMeta:removed: | cloudpathlib | 687 | from cloudpathlib.anypath import AnyPathMeta | cloudpathlib.anypath.AnyPathMeta | removed | null | null | 0.9.0 | 0.10.0 | 2022-08-19 00:33:05.882564+00:00 | cloudpathlib.anypath.AnyPathMeta does not exist in cloudpathlib==0.10.0 (last present in 0.9.0) | cloudpathlib:0.10.0:cloudpathlib.anypath.AnyPathMeta:removed::after | 0.10.0 | invalid | You are given a Python snippet and an installed library version.
Library: cloudpathlib==0.10.0
```python
from cloudpathlib.anypath import AnyPathMeta
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: v... | runtime_audit_2 |
cloudpathlib:0.10.0:cloudpathlib.anypath.AnyPathMeta:removed: | cloudpathlib | 687 | from cloudpathlib.anypath import AnyPathMeta | cloudpathlib.anypath.AnyPathMeta | removed | null | null | 0.9.0 | 0.10.0 | 2022-08-19 00:33:05.882564+00:00 | cloudpathlib.anypath.AnyPathMeta does not exist in cloudpathlib==0.10.0 (last present in 0.9.0) | cloudpathlib:0.10.0:cloudpathlib.anypath.AnyPathMeta:removed::before | 0.9.0 | valid | You are given a Python snippet and an installed library version.
Library: cloudpathlib==0.9.0
```python
from cloudpathlib.anypath import AnyPathMeta
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: va... | runtime_audit_2 |
cloudpathlib:0.4.0:cloudpathlib.OverwriteDirtyFile:removed: | cloudpathlib | 687 | from cloudpathlib import OverwriteDirtyFile | cloudpathlib.OverwriteDirtyFile | removed | null | null | 0.3.0 | 0.4.0 | 2021-03-13 19:16:32.195788+00:00 | cloudpathlib.OverwriteDirtyFile does not exist in cloudpathlib==0.4.0 (last present in 0.3.0) | cloudpathlib:0.4.0:cloudpathlib.OverwriteDirtyFile:removed::after | 0.4.0 | invalid | You are given a Python snippet and an installed library version.
Library: cloudpathlib==0.4.0
```python
from cloudpathlib import OverwriteDirtyFile
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: val... | runtime_audit_2 |
cloudpathlib:0.4.0:cloudpathlib.OverwriteDirtyFile:removed: | cloudpathlib | 687 | from cloudpathlib import OverwriteDirtyFile | cloudpathlib.OverwriteDirtyFile | removed | null | null | 0.3.0 | 0.4.0 | 2021-03-13 19:16:32.195788+00:00 | cloudpathlib.OverwriteDirtyFile does not exist in cloudpathlib==0.4.0 (last present in 0.3.0) | cloudpathlib:0.4.0:cloudpathlib.OverwriteDirtyFile:removed::before | 0.3.0 | valid | You are given a Python snippet and an installed library version.
Library: cloudpathlib==0.3.0
```python
from cloudpathlib import OverwriteDirtyFile
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: val... | runtime_audit_2 |
colorlog:6.4.0:colorlog.escape_codes.parse_colors:param_renamed:sequence | colorlog | 451 | from colorlog.escape_codes import parse_colors
parse_colors(sequence=...) | colorlog.escape_codes.parse_colors | param_renamed | sequence | sequence -> string | 5.0.1 | 6.4.0 | 2021-08-23 10:02:41.540433+00:00 | colorlog.escape_codes.parse_colors has no parameter 'sequence' in colorlog==6.4.0 (accepted up to 5.0.1) | colorlog:6.4.0:colorlog.escape_codes.parse_colors:param_renamed:sequence:after | 6.4.0 | invalid | You are given a Python snippet and an installed library version.
Library: colorlog==6.4.0
```python
from colorlog.escape_codes import parse_colors
parse_colors(sequence=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version?... | runtime_audit_2 |
colorlog:6.4.0:colorlog.escape_codes.parse_colors:param_renamed:sequence | colorlog | 451 | from colorlog.escape_codes import parse_colors
parse_colors(sequence=...) | colorlog.escape_codes.parse_colors | param_renamed | sequence | sequence -> string | 5.0.1 | 6.4.0 | 2021-08-23 10:02:41.540433+00:00 | colorlog.escape_codes.parse_colors has no parameter 'sequence' in colorlog==6.4.0 (accepted up to 5.0.1) | colorlog:6.4.0:colorlog.escape_codes.parse_colors:param_renamed:sequence:before | 5.0.1 | valid | You are given a Python snippet and an installed library version.
Library: colorlog==5.0.1
```python
from colorlog.escape_codes import parse_colors
parse_colors(sequence=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version?... | runtime_audit_2 |
confection:1.1.0:confection.Promise.validate:removed: | confection | 792 | from confection import Promise
Promise.validate | confection.Promise.validate | removed | null | null | 1.0.0 | 1.1.0 | 2026-03-20 22:29:01.728335+00:00 | confection.Promise.validate does not exist in confection==1.1.0 (last present in 1.0.0) | confection:1.1.0:confection.Promise.validate:removed::after | 1.1.0 | invalid | You are given a Python snippet and an installed library version.
Library: confection==1.1.0
```python
from confection import Promise
Promise.validate
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: v... | runtime_audit_1 |
confection:1.1.0:confection.Promise.validate:removed: | confection | 792 | from confection import Promise
Promise.validate | confection.Promise.validate | removed | null | null | 1.0.0 | 1.1.0 | 2026-03-20 22:29:01.728335+00:00 | confection.Promise.validate does not exist in confection==1.1.0 (last present in 1.0.0) | confection:1.1.0:confection.Promise.validate:removed::before | 1.0.0 | valid | You are given a Python snippet and an installed library version.
Library: confection==1.0.0
```python
from confection import Promise
Promise.validate
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: v... | runtime_audit_1 |
contourpy:1.2.0:contourpy.util.mpl_util.mpl_codes_to_offsets:removed: | contourpy | 208 | from contourpy.util.mpl_util import mpl_codes_to_offsets | contourpy.util.mpl_util.mpl_codes_to_offsets | removed | null | null | 1.1.1 | 1.2.0 | 2023-11-03 16:58:16.426761+00:00 | contourpy.util.mpl_util.mpl_codes_to_offsets does not exist in contourpy==1.2.0 (last present in 1.1.1) | contourpy:1.2.0:contourpy.util.mpl_util.mpl_codes_to_offsets:removed::after | 1.2.0 | invalid | You are given a Python snippet and an installed library version.
Library: contourpy==1.2.0
```python
from contourpy.util.mpl_util import mpl_codes_to_offsets
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one... | runtime_audit_2 |
contourpy:1.2.0:contourpy.util.mpl_util.mpl_codes_to_offsets:removed: | contourpy | 208 | from contourpy.util.mpl_util import mpl_codes_to_offsets | contourpy.util.mpl_util.mpl_codes_to_offsets | removed | null | null | 1.1.1 | 1.2.0 | 2023-11-03 16:58:16.426761+00:00 | contourpy.util.mpl_util.mpl_codes_to_offsets does not exist in contourpy==1.2.0 (last present in 1.1.1) | contourpy:1.2.0:contourpy.util.mpl_util.mpl_codes_to_offsets:removed::before | 1.1.1 | valid | You are given a Python snippet and an installed library version.
Library: contourpy==1.1.1
```python
from contourpy.util.mpl_util import mpl_codes_to_offsets
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one... | runtime_audit_2 |
contourpy:1.2.0:contourpy.util.mpl_util.offsets_to_mpl_codes:removed: | contourpy | 208 | from contourpy.util.mpl_util import offsets_to_mpl_codes | contourpy.util.mpl_util.offsets_to_mpl_codes | removed | null | null | 1.1.1 | 1.2.0 | 2023-11-03 16:58:16.426761+00:00 | contourpy.util.mpl_util.offsets_to_mpl_codes does not exist in contourpy==1.2.0 (last present in 1.1.1) | contourpy:1.2.0:contourpy.util.mpl_util.offsets_to_mpl_codes:removed::after | 1.2.0 | invalid | You are given a Python snippet and an installed library version.
Library: contourpy==1.2.0
```python
from contourpy.util.mpl_util import offsets_to_mpl_codes
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one... | runtime_audit_2 |
contourpy:1.2.0:contourpy.util.mpl_util.offsets_to_mpl_codes:removed: | contourpy | 208 | from contourpy.util.mpl_util import offsets_to_mpl_codes | contourpy.util.mpl_util.offsets_to_mpl_codes | removed | null | null | 1.1.1 | 1.2.0 | 2023-11-03 16:58:16.426761+00:00 | contourpy.util.mpl_util.offsets_to_mpl_codes does not exist in contourpy==1.2.0 (last present in 1.1.1) | contourpy:1.2.0:contourpy.util.mpl_util.offsets_to_mpl_codes:removed::before | 1.1.1 | valid | You are given a Python snippet and an installed library version.
Library: contourpy==1.1.1
```python
from contourpy.util.mpl_util import offsets_to_mpl_codes
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one... | runtime_audit_2 |
coverage:7.0.4:coverage.types.TConfigSection:removed: | coverage | 104 | from coverage.types import TConfigSection | coverage.types.TConfigSection | removed | null | null | 7.0.3 | 7.0.4 | 2023-01-07 21:57:31.414276+00:00 | coverage.types.TConfigSection does not exist in coverage==7.0.4 (last present in 7.0.3) | coverage:7.0.4:coverage.types.TConfigSection:removed::after | 7.0.4 | invalid | You are given a Python snippet and an installed library version.
Library: coverage==7.0.4
```python
from coverage.types import TConfigSection
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or ... | runtime_audit_1 |
coverage:7.0.4:coverage.types.TConfigSection:removed: | coverage | 104 | from coverage.types import TConfigSection | coverage.types.TConfigSection | removed | null | null | 7.0.3 | 7.0.4 | 2023-01-07 21:57:31.414276+00:00 | coverage.types.TConfigSection does not exist in coverage==7.0.4 (last present in 7.0.3) | coverage:7.0.4:coverage.types.TConfigSection:removed::before | 7.0.3 | valid | You are given a Python snippet and an installed library version.
Library: coverage==7.0.3
```python
from coverage.types import TConfigSection
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or ... | runtime_audit_1 |
cron-descriptor:2.0.3:cron_descriptor.FormatException:removed: | cron-descriptor | 843 | from cron_descriptor import FormatException | cron_descriptor.FormatException | removed | null | null | 1.4.5 | 2.0.3 | 2025-08-25 21:48:14.896036+00:00 | cron_descriptor.FormatException does not exist in cron-descriptor==2.0.3 (last present in 1.4.5; first appears in 2.0.4) | cron-descriptor:2.0.3:cron_descriptor.FormatException:removed::after | 2.0.3 | invalid | You are given a Python snippet and an installed library version.
Library: cron-descriptor==2.0.3
```python
from cron_descriptor import FormatException
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: ... | runtime_audit_2 |
cron-descriptor:2.0.3:cron_descriptor.FormatException:removed: | cron-descriptor | 843 | from cron_descriptor import FormatException | cron_descriptor.FormatException | removed | null | null | 1.4.5 | 2.0.3 | 2025-08-25 21:48:14.896036+00:00 | cron_descriptor.FormatException does not exist in cron-descriptor==2.0.3 (last present in 1.4.5; first appears in 2.0.4) | cron-descriptor:2.0.3:cron_descriptor.FormatException:removed::before | 1.4.5 | valid | You are given a Python snippet and an installed library version.
Library: cron-descriptor==1.4.5
```python
from cron_descriptor import FormatException
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: ... | runtime_audit_2 |
cron-descriptor:2.0.3:cron_descriptor.MissingFieldException:removed: | cron-descriptor | 843 | from cron_descriptor import MissingFieldException | cron_descriptor.MissingFieldException | removed | null | null | 1.4.5 | 2.0.3 | 2025-08-25 21:48:14.896036+00:00 | cron_descriptor.MissingFieldException does not exist in cron-descriptor==2.0.3 (last present in 1.4.5; first appears in 2.0.4) | cron-descriptor:2.0.3:cron_descriptor.MissingFieldException:removed::after | 2.0.3 | invalid | You are given a Python snippet and an installed library version.
Library: cron-descriptor==2.0.3
```python
from cron_descriptor import MissingFieldException
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one ... | runtime_audit_2 |
cron-descriptor:2.0.3:cron_descriptor.MissingFieldException:removed: | cron-descriptor | 843 | from cron_descriptor import MissingFieldException | cron_descriptor.MissingFieldException | removed | null | null | 1.4.5 | 2.0.3 | 2025-08-25 21:48:14.896036+00:00 | cron_descriptor.MissingFieldException does not exist in cron-descriptor==2.0.3 (last present in 1.4.5; first appears in 2.0.4) | cron-descriptor:2.0.3:cron_descriptor.MissingFieldException:removed::before | 1.4.5 | valid | You are given a Python snippet and an installed library version.
Library: cron-descriptor==1.4.5
```python
from cron_descriptor import MissingFieldException
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one ... | runtime_audit_2 |
cryptography:49.0.0:cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES:removed: | cryptography | 9 | from cryptography.hazmat.primitives.asymmetric.types import CERTIFICATE_PRIVATE_KEY_TYPES | cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES | removed | null | null | 48.0.1 | 49.0.0 | 2026-06-12 20:02:56.030004+00:00 | cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES does not exist in cryptography==49.0.0 (last present in 48.0.1) | cryptography:49.0.0:cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES:removed::after | 49.0.0 | invalid | You are given a Python snippet and an installed library version.
Library: cryptography==49.0.0
```python
from cryptography.hazmat.primitives.asymmetric.types import CERTIFICATE_PRIVATE_KEY_TYPES
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cryptography:49.0.0:cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES:removed: | cryptography | 9 | from cryptography.hazmat.primitives.asymmetric.types import CERTIFICATE_PRIVATE_KEY_TYPES | cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES | removed | null | null | 48.0.1 | 49.0.0 | 2026-06-12 20:02:56.030004+00:00 | cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES does not exist in cryptography==49.0.0 (last present in 48.0.1) | cryptography:49.0.0:cryptography.hazmat.primitives.asymmetric.types.CERTIFICATE_PRIVATE_KEY_TYPES:removed::before | 48.0.1 | valid | You are given a Python snippet and an installed library version.
Library: cryptography==48.0.1
```python
from cryptography.hazmat.primitives.asymmetric.types import CERTIFICATE_PRIVATE_KEY_TYPES
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cssselect:1.6.0:cssselect.parser.Relation:param_removed:subselector | cssselect | 800 | from cssselect.parser import Relation
Relation(selector=..., combinator=..., subselector=...) | cssselect.parser.Relation | param_removed | subselector | null | 1.5.0 | 1.6.0 | 2026-10-09 20:05:08.215053+00:00 | cssselect.parser.Relation has no parameter 'combinator' in cssselect==1.6.0 (accepted up to 1.5.0) | cssselect:1.6.0:cssselect.parser.Relation:param_removed:subselector:after | 1.6.0 | invalid | You are given a Python snippet and an installed library version.
Library: cssselect==1.6.0
```python
from cssselect.parser import Relation
Relation(selector=..., combinator=..., subselector=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cssselect:1.6.0:cssselect.parser.Relation:param_removed:subselector | cssselect | 800 | from cssselect.parser import Relation
Relation(selector=..., combinator=..., subselector=...) | cssselect.parser.Relation | param_removed | subselector | null | 1.5.0 | 1.6.0 | 2026-10-09 20:05:08.215053+00:00 | cssselect.parser.Relation has no parameter 'combinator' in cssselect==1.6.0 (accepted up to 1.5.0) | cssselect:1.6.0:cssselect.parser.Relation:param_removed:subselector:before | 1.5.0 | valid | You are given a Python snippet and an installed library version.
Library: cssselect==1.5.0
```python
from cssselect.parser import Relation
Relation(selector=..., combinator=..., subselector=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cssselect:1.6.0:cssselect.parser.Relation:param_renamed:combinator | cssselect | 800 | from cssselect.parser import Relation
Relation(selector=..., subselector=..., combinator=...) | cssselect.parser.Relation | param_renamed | combinator | combinator -> arguments | 1.5.0 | 1.6.0 | 2026-10-09 20:05:08.215053+00:00 | cssselect.parser.Relation has no parameter 'subselector' in cssselect==1.6.0 (accepted up to 1.5.0) | cssselect:1.6.0:cssselect.parser.Relation:param_renamed:combinator:after | 1.6.0 | invalid | You are given a Python snippet and an installed library version.
Library: cssselect==1.6.0
```python
from cssselect.parser import Relation
Relation(selector=..., subselector=..., combinator=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cssselect:1.6.0:cssselect.parser.Relation:param_renamed:combinator | cssselect | 800 | from cssselect.parser import Relation
Relation(selector=..., subselector=..., combinator=...) | cssselect.parser.Relation | param_renamed | combinator | combinator -> arguments | 1.5.0 | 1.6.0 | 2026-10-09 20:05:08.215053+00:00 | cssselect.parser.Relation has no parameter 'subselector' in cssselect==1.6.0 (accepted up to 1.5.0) | cssselect:1.6.0:cssselect.parser.Relation:param_renamed:combinator:before | 1.5.0 | valid | You are given a Python snippet and an installed library version.
Library: cssselect==1.5.0
```python
from cssselect.parser import Relation
Relation(selector=..., subselector=..., combinator=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in ... | runtime_audit_2 |
cssselect2:0.8.0:cssselect2.SORT_KEY:removed: | cssselect2 | 441 | from cssselect2 import SORT_KEY | cssselect2.SORT_KEY | removed | null | null | 0.7.0 | 0.8.0 | 2025-03-05 14:46:06.463085+00:00 | cssselect2.SORT_KEY does not exist in cssselect2==0.8.0 (last present in 0.7.0) | cssselect2:0.8.0:cssselect2.SORT_KEY:removed::after | 0.8.0 | invalid | You are given a Python snippet and an installed library version.
Library: cssselect2==0.8.0
```python
from cssselect2 import SORT_KEY
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
cssselect2:0.8.0:cssselect2.SORT_KEY:removed: | cssselect2 | 441 | from cssselect2 import SORT_KEY | cssselect2.SORT_KEY | removed | null | null | 0.7.0 | 0.8.0 | 2025-03-05 14:46:06.463085+00:00 | cssselect2.SORT_KEY does not exist in cssselect2==0.8.0 (last present in 0.7.0) | cssselect2:0.8.0:cssselect2.SORT_KEY:removed::before | 0.7.0 | valid | You are given a Python snippet and an installed library version.
Library: cssselect2==0.7.0
```python
from cssselect2 import SORT_KEY
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid or invalid. | runtime_audit_2 |
curl-cffi:0.15.0:curl_cffi.AsyncWebSocket:param_removed:retry_on_recv_error | curl-cffi | 556 | from curl_cffi import AsyncWebSocket
AsyncWebSocket(session=..., curl=..., retry_on_recv_error=...) | curl_cffi.AsyncWebSocket | param_removed | retry_on_recv_error | null | 0.14.0 | 0.15.0 | 2026-04-03 11:12:19.694714+00:00 | curl_cffi.AsyncWebSocket has no parameter 'retry_on_recv_error' in curl-cffi==0.15.0 (accepted up to 0.14.0) | curl-cffi:0.15.0:curl_cffi.AsyncWebSocket:param_removed:retry_on_recv_error:after | 0.15.0 | invalid | You are given a Python snippet and an installed library version.
Library: curl-cffi==0.15.0
```python
from curl_cffi import AsyncWebSocket
AsyncWebSocket(session=..., curl=..., retry_on_recv_error=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here va... | runtime_audit_1 |
curl-cffi:0.15.0:curl_cffi.AsyncWebSocket:param_removed:retry_on_recv_error | curl-cffi | 556 | from curl_cffi import AsyncWebSocket
AsyncWebSocket(session=..., curl=..., retry_on_recv_error=...) | curl_cffi.AsyncWebSocket | param_removed | retry_on_recv_error | null | 0.14.0 | 0.15.0 | 2026-04-03 11:12:19.694714+00:00 | curl_cffi.AsyncWebSocket has no parameter 'retry_on_recv_error' in curl-cffi==0.15.0 (accepted up to 0.14.0) | curl-cffi:0.15.0:curl_cffi.AsyncWebSocket:param_removed:retry_on_recv_error:before | 0.14.0 | valid | You are given a Python snippet and an installed library version.
Library: curl-cffi==0.14.0
```python
from curl_cffi import AsyncWebSocket
AsyncWebSocket(session=..., curl=..., retry_on_recv_error=...)
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here va... | runtime_audit_1 |
dacite:1.8.0:dacite.dataclasses.create_instance:removed: | dacite | 773 | from dacite.dataclasses import create_instance | dacite.dataclasses.create_instance | removed | null | null | 1.7.0 | 1.8.0 | 2023-01-26 12:33:59.274196+00:00 | dacite.dataclasses.create_instance does not exist in dacite==1.8.0 (last present in 1.7.0) | dacite:1.8.0:dacite.dataclasses.create_instance:removed::after | 1.8.0 | invalid | You are given a Python snippet and an installed library version.
Library: dacite==1.8.0
```python
from dacite.dataclasses import create_instance
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid ... | runtime_audit_2 |
dacite:1.8.0:dacite.dataclasses.create_instance:removed: | dacite | 773 | from dacite.dataclasses import create_instance | dacite.dataclasses.create_instance | removed | null | null | 1.7.0 | 1.8.0 | 2023-01-26 12:33:59.274196+00:00 | dacite.dataclasses.create_instance does not exist in dacite==1.8.0 (last present in 1.7.0) | dacite:1.8.0:dacite.dataclasses.create_instance:removed::before | 1.7.0 | valid | You are given a Python snippet and an installed library version.
Library: dacite==1.7.0
```python
from dacite.dataclasses import create_instance
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: valid ... | runtime_audit_2 |
dask:2025.3.0:dask.array.reductions.partial_reduce:removed: | dask | 661 | from dask.array.reductions import partial_reduce | dask.array.reductions.partial_reduce | removed | null | null | 2025.2.0 | 2025.3.0 | 2025-03-21 22:18:07.656727+00:00 | dask.array.reductions.partial_reduce does not exist in dask==2025.3.0 (last present in 2025.2.0) | dask:2025.3.0:dask.array.reductions.partial_reduce:removed::after | 2025.3.0 | invalid | You are given a Python snippet and an installed library version.
Library: dask==2025.3.0
```python
from dask.array.reductions import partial_reduce
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: val... | runtime_audit_1 |
dask:2025.3.0:dask.array.reductions.partial_reduce:removed: | dask | 661 | from dask.array.reductions import partial_reduce | dask.array.reductions.partial_reduce | removed | null | null | 2025.2.0 | 2025.3.0 | 2025-03-21 22:18:07.656727+00:00 | dask.array.reductions.partial_reduce does not exist in dask==2025.3.0 (last present in 2025.2.0) | dask:2025.3.0:dask.array.reductions.partial_reduce:removed::before | 2025.2.0 | valid | You are given a Python snippet and an installed library version.
Library: dask==2025.2.0
```python
from dask.array.reductions import partial_reduce
```
Ignoring the placeholder `...` argument values, is every library name, attribute and keyword argument used here valid in exactly this version? Answer with one word: val... | runtime_audit_1 |
End of preview. Expand in Data Studio
PyPI API Drift
Historical public-API snapshots for up to 80 recent final releases of each of the 1,872 most-downloaded Python libraries, drawn from 2021 to October 2026 (55,565 releases), and every change between consecutive releases (15,258,652 events, 210,535 distinct breaking changes, 181,023 high-confidence). It is a high-precision, low-recall record, not complete ground truth: names created at runtime are often missing. This is a research release; all validation was done by pipeline-isolated AI agents, not human annotators (a 200-item human labelling kit is in the repository).
How it was built: wheels are read with HTTP range requests (only the ZIP directory and changed .py/.pyi files,
about 8.5% of the wheels' bytes, roughly 26 GB instead of 300 GB) and parsed with ast without
importing or executing any package code. A name is labelled removed only when it is no longer reachable through any
import path, or when a module __getattr__ explicitly rejects it; names merely dropped from __all__ are
left_public_api. Filter changes on confidence == "high" and representative, and api_history on
coverage_status == "static", for the strictest view.
| Measured on samples the pipeline never saw | Result |
|---|---|
| Precision, high-confidence breaking changes, re-audited on v1.2 | 91.9% (95% CI 86.6–95.2%; n=160) |
| Precision, high-confidence breaking changes, first untuned audit | 88.8% (95% CI 80.0–94.0%; n=80) |
| VersionProbe labels correct (fresh sample) | 91.5% (95% CI 88.4–93.9%; n=400) |
| Recall within the dataset's static public-API definition | 14/16 |
| Recall over all runtime-visible changes | 16/99 (runtime-generated APIs are invisible to static analysis) |
VersionProbe (10,958 pairs from 583 libraries; versionprobe_lite: 983 pairs)
asks a model whether a snippet is valid for an exact library version. Each pair is valid in one release and invalid in
the next, and carries the release date so you can split results at a model's training cutoff.
versionprobe_verified (492 pairs, 984 items, 375 libraries) contains only pairs whose
labels were confirmed at runtime by AI agents isolated from the pipeline (no human adjudication; evidence in the
repository); it is the default configuration and the one to rank models on.
Model, closed book, on versionprobe_verified |
Item accuracy | Pair accuracy |
|---|---|---|
claude-opus-5-5 |
58.4% | 26.6% |
claude-fable-5-1 |
56.5% | 22.4% |
claude-sonnet-5-5 |
54.3% | 18.3% |
claude-haiku-5-5 |
49.6% | 9.2% |
A constant answer scores 50% / 0%. Given API history retrieved from this dataset, claude-opus-5-5 scored
100.0%; that is an oracle condition showing the answer is in the record, not a general benefit.
In a preregistered code-repair experiment on 143 real breaking changes, repeated across 4 models from one model family, API history from this dataset raised API-compatible, intent-preserving migrations (under the evaluation protocol: runtime check of names and argument binding plus an AI judge of intent; not a behavioural test) to 68.5%–69.9% for every model, from 7.0%–56.6% unaided and 46.2%–62.2% with the new release's documentation.
module_coverage and the coverage_status column of api_history mark where static analysis cannot see the whole
API (stub-only, dynamic or compiled modules), so absence of a name is not read as proof that it does not exist.
from datasets import load_dataset
probe = load_dataset("pushkar87dg/pypi-api-drift", "versionprobe_verified", split="train")
changes = load_dataset("pushkar87dg/pypi-api-drift", "changes", split="train")
Use breaking & ~parent_removed & representative & confidence == "high" for one row per real, high-confidence
breaking change. Before use, check downloaded tables against DATA_MANIFEST.json (data version 2026.10-v1.3) with
python verify_data.py DATA_DIR from the repository. The checker apidrift-check, the lookup tool apidrift-lookup,
the MCP server apidrift-mcp, the evaluation script, the integrity checks and all audit material are in the GitHub
repository: https://github.com/pushkardg/pypi-api-drift.
Author: Pushkar Devanahalli Gopalakrishna (Independent Researcher, USA). Citation: see CITATION.cff or the
the paper, https://doi.org/10.5281/zenodo.23648339.
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