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stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_core_config.py
test_config_list_flattens_correctly
assert
variable
16
import pytest from torrra.core import config as config_module from torrra.core.config import Config from torrra.core.exceptions import ConfigError def test_config_list_flattens_correctly(mock_config: Config): # test that list method correctly flattens mock_config.set("general.theme", "new-theme") mock_con...
config_list
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_core_config.py
test_config_initialization_creates_default_file
assert
string_literal
13
import pytest from torrra.core import config as config_module from torrra.core.config import Config from torrra.core.exceptions import ConfigError def test_config_initialization_creates_default_file(mock_config: Config): # test that a default config file is created config_path = config_module.CONFIG_FILE ...
"textual-dark"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_core_config.py
test_config_get_section_raises_error
pytest.raises
complex_expr
10
import pytest from torrra.core import config as config_module from torrra.core.config import Config from torrra.core.exceptions import ConfigError def test_config_get_section_raises_error(mock_config: Config): # test that trying to get a value from a section key raises ConfigError with pytest.raises(
ConfigError, match="key does not contain a value")
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_core_config.py
test_config_get_nonexistent_raises_error
pytest.raises
complex_expr
10
import pytest from torrra.core import config as config_module from torrra.core.config import Config from torrra.core.exceptions import ConfigError def test_config_get_nonexistent_raises_error(mock_config: Config): # test that getting a non-existent key w/o a default raises ConfigError with pytest.raises(
ConfigError, match="key does not contain a section")
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_search
assert
numeric_literal
52
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
1
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_search
assert
numeric_literal
57
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
17
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_search
assert
numeric_literal
56
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
523
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_search
assert
none_literal
59
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
None
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_healthcheck
assert
bool_literal
46
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
True
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_indexers.py
test_search
assert
numeric_literal
55
from httpx import Response import pytest import respx from torrra.indexers.base import BaseIndexer from torrra.indexers.jackett import JackettIndexer from torrra.indexers.prowlarr import ProwlarrIndexer MOCK_API_URL = "http://mock.indexer.url" MOCK_API_KEY = "mock_api_key" MOCK_SEARCH_RESPONSE = { "jackett": { ...
840499200
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_lazy_import
assert
numeric_literal
8
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_lazy_import(): sqrt = lazy_import("math.sqrt") assert sqrt(25) ==
5
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_human_readable_size
assert
string_literal
8
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_human_readable_size(): assert human_readable_size(1023) == "1023.00 B" assert human_readable_size(1024) ==
"1.00 KB"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_human_readable_size
assert
string_literal
9
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_human_readable_size(): assert human_readable_size(1023) == "1023.00 B" assert human_readable_size(1024) == "1.00 KB" assert human_readable_size(1500) ==
"1.46 KB"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_human_readable_size
assert
string_literal
10
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_human_readable_size(): assert human_readable_size(1023) == "1023.00 B" assert human_readable_size(1024) == "1.00 KB" assert human_readable_size(1500) == "1.46 KB" assert human_readable_size(1024 * 1024 * 5) ==
"5.00 MB"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_human_readable_size
assert
string_literal
11
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_human_readable_size(): assert human_readable_size(1023) == "1023.00 B" assert human_readable_size(1024) == "1.00 KB" assert human_readable_size(1500) == "1.46 KB" assert human_readable_size(1024 * 1024 * 5) == "5....
"1.00 TB"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_human_readable_size
assert
string_literal
7
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_human_readable_size(): assert human_readable_size(1023) ==
"1023.00 B"
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_lazy_import_failure
pytest.raises
variable
7
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_lazy_import_failure(): with pytest.raises(
ImportError)
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_helpers.py
test_lazy_import_failure
assert
func_call
10
import pytest from torrra.utils.helpers import human_readable_size, lazy_import def test_lazy_import_failure(): with pytest.raises(ImportError) as exc: lazy_import("nonexistent_mod.func") assert "nonexistent_mod.func" in
str(exc.value)
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_magnet.py
test_resolve_http_error_returns_none
assert
none_literal
14
import httpx import respx from torrra.utils.magnet import resolve_magnet_uri @respx.mock async def test_resolve_http_error_returns_none(): # tests that an http error results in none test_url = "http://test.com/error" respx.get(test_url).mock(side_effect=httpx.RequestError("test error")) resolved = aw...
None
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_magnet.py
test_resolve_already_magnet
assert
variable
11
import httpx import respx from torrra.utils.magnet import resolve_magnet_uri async def test_resolve_already_magnet(): # tests that a magnet uri is returned as is magnet = "magnet:?xt=urn:btih:test" resolved = await resolve_magnet_uri(magnet) assert resolved ==
magnet
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stabldev/torrra
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
train
train
tests/test_utils_magnet.py
test_resolve_http_redirect
assert
variable
15
import httpx import respx from torrra.utils.magnet import resolve_magnet_uri @respx.mock async def test_resolve_http_redirect(): # tests that a 301/302 redirect is handled correctly test_url = "http://test.com/redirect" magnet_uri = "magnet:?xt=urn:btih:redirect" respx.get(test_url).mock(httpx.Respons...
magnet_uri
9959ab3e5b6d3d21d8c36bbf94131036eb92d090
4
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/benchmarks.py
test_benchmark_items
assert
numeric_literal
88
from datetime import datetime from typing import List, Optional, Union import pytest from stac_pydantic.api.utils import link_factory from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.types import stac as stac_types from stac_fastapi.types.config import ApiSettings...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_api.py
_assert_dependency_applied
assert
numeric_literal
44
from fastapi import Depends, HTTPException, security, status from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ItemCollectionUri, create_request_model from stac_fastapi.extensions.core import ( TokenPaginationExtension, TransactionExtension...
401
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_api.py
_assert_dependency_applied
assert
string_literal
62
from fastapi import Depends, HTTPException, security, status from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ItemCollectionUri, create_request_model from stac_fastapi.extensions.core import ( TokenPaginationExtension, TransactionExtension...
"dummy response"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_api.py
_assert_dependency_applied
assert
complex_expr
59
from fastapi import Depends, HTTPException, security, status from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ItemCollectionUri, create_request_model from stac_fastapi.extensions.core import ( TokenPaginationExtension, TransactionExtension...
response.status_code
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_api.py
_assert_dependency_applied
assert
collection
47
from fastapi import Depends, HTTPException, security, status from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ItemCollectionUri, create_request_model from stac_fastapi.extensions.core import ( TokenPaginationExtension, TransactionExtension...
{"detail": "Not authenticated"}
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_api.py
test_openapi_content_type
assert
string_literal
84
from fastapi import Depends, HTTPException, security, status from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ItemCollectionUri, create_request_model from stac_fastapi.extensions.core import ( TokenPaginationExtension, TransactionExtension...
"application/vnd.oai.openapi+json;version=3.0"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_app.py
test_client_response_type
assert
numeric_literal
56
from datetime import datetime from typing import List, Optional, Union import attr import pytest from fastapi import Path, Query from fastapi.testclient import TestClient from pydantic import ValidationError from stac_pydantic import api from typing_extensions import Annotated from stac_fastapi.api import app from st...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_app.py
test_fields_extension
assert
numeric_literal
141
from datetime import datetime from typing import List, Optional, Union import attr import pytest from fastapi import Path, Query from fastapi.testclient import TestClient from pydantic import ValidationError from stac_pydantic import api from typing_extensions import Annotated from stac_fastapi.api import app from st...
500
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_app.py
test_request_model
assert
numeric_literal
61
from datetime import datetime from typing import List, Optional, Union import attr import pytest from fastapi import Path, Query from fastapi.testclient import TestClient from pydantic import ValidationError from stac_pydantic import api from typing_extensions import Annotated from stac_fastapi.api import app from st...
400
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_app_prefix.py
test_api_prefix
assert
numeric_literal
37
import urllib from typing import Optional import pytest from fastapi import APIRouter from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.types.config import ApiSettings def get_link(landing_page, rel_type, method: Optional[str] = None): return next( fil...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_cors_middleware
assert
numeric_literal
21
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_cors_middleware
assert
string_literal
22
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
"*"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_middleware_stack
assert
numeric_literal
43
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
400
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_replace_header_value_by_name
assert
variable
42
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
value
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_middleware_stack
assert
string_literal
44
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
"yoo"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_middleware.py
test_get_header_value_by_name
assert
variable
36
from unittest import mock import pytest from fastapi import Request from fastapi.responses import JSONResponse from starlette.applications import Starlette from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.middleware import ProxyHeaderMiddleware from stac_fasta...
expected
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_get_request_model
assert
numeric_literal
57
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_post_request_model_nested_fields
assert
none_literal
49
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
None
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_post_request_model
assert
variable
39
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
filter
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_post_request_model_nested_fields
assert
variable
51
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
sortby
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_get_request_model
assert
string_literal
37
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
"epsg:4326"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_get_request_model
assert
string_literal
61
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
"cql2-text"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_get_request_model
pytest.raises
variable
39
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
HTTPException)
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_post_request_model
pytest.raises
variable
24
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
ValidationError)
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/api/tests/test_models.py
test_create_post_request_model
assert
collection
37
import json import pytest from fastapi import Depends, FastAPI, HTTPException from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FieldsExtension, FilterExtension...
["test1", "test2"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_aggregation.py
test_get_aggregate
assert
collection
24
from typing import Iterator import pytest from fastapi import Depends, FastAPI from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import AggregationExtension from stac_fastapi.extensions.core.aggregation.client import BaseAggregationClient from stac_...
[]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_aggregation.py
test_agg_get_query
assert
collection
66
from typing import Iterator import pytest from fastapi import Depends, FastAPI from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import AggregationExtension from stac_fastapi.extensions.core.aggregation.client import BaseAggregationClient from stac_...
["prop1", "prop2"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_aggregation.py
test_agg_get_query
assert
collection
65
from typing import Iterator import pytest from fastapi import Depends, FastAPI from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import AggregationExtension from stac_fastapi.extensions.core.aggregation.client import BaseAggregationClient from stac_...
["collection1", "collection2"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_aggregation.py
test_get_aggregations
assert
collection
24
from typing import Iterator import pytest from fastapi import Depends, FastAPI from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import AggregationExtension from stac_fastapi.extensions.core.aggregation.client import BaseAggregationClient from stac_...
[ {"name": "total_count", "data_type": "integer"} ]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_collection_search.py
test_collection_search_extension_post_default
assert
numeric_literal
78
import json from urllib.parse import quote_plus import attr from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_request_model from stac_fastapi.extensions.core import ( CollectionSearchExtension, CollectionSearchPostExtension, ) from ...
10
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_collection_search.py
test_collection_search_extension_models
assert
variable
87
import json from urllib.parse import quote_plus import attr from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_request_model from stac_fastapi.extensions.core import ( CollectionSearchExtension, CollectionSearchPostExtension, ) from ...
conforms
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_collection_search.py
test_collection_search_extension_default
assert
variable
70
import json from urllib.parse import quote_plus import attr from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_request_model from stac_fastapi.extensions.core import ( CollectionSearchExtension, CollectionSearchPostExtension, ) from ...
response_dict
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_collection_search.py
test_collection_search_extension_default
assert
complex_expr
84
import json from urllib.parse import quote_plus import attr from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_request_model from stac_fastapi.extensions.core import ( CollectionSearchExtension, CollectionSearchPostExtension, ) from ...
response_dict["bbox"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_collection_search.py
test_collection_search_extension_default
assert
complex_expr
89
import json from urllib.parse import quote_plus import attr from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_request_model from stac_fastapi.extensions.core import ( CollectionSearchExtension, CollectionSearchPostExtension, ) from ...
response_dict["limit"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_post_filter_lang_default
assert
string_literal
37
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
"cql2-json"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_get
assert
string_literal
39
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
"cql2-text"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_post_filter_lang_non_default
assert
variable
39
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
filter_lang_value
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_get
assert
collection
66
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
["collection1", "collection2"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_get
assert
string_literal
37
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
"id='item_id' AND collection='collection_id'"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_filter.py
test_search_filter_get
assert
string_literal
51
from typing import Iterator import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import FilterExtension from stac_fastapi.types.config import ApiSetti...
"{'op': '=', 'args': [{'property': 'id'}, 'test-item']}"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_free_text.py
test_search_free_text_search
assert
variable
35
from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ( ItemCollectionUri, create_get_request_model, create_post_request_model, create_request_model, ) from stac_fastapi.extensions.core import FreeTextAdvancedExtension, FreeTextExtensio...
conforms
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_free_text.py
test_search_free_text_advanced_complete
assert
string_literal
71
from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ( ItemCollectionUri, create_get_request_model, create_post_request_model, create_request_model, ) from stac_fastapi.extensions.core import FreeTextAdvancedExtension, FreeTextExtensio...
"ocean,coast"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_free_text.py
test_search_free_text_search_advanced
assert
string_literal
57
from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ( ItemCollectionUri, create_get_request_model, create_post_request_model, create_request_model, ) from stac_fastapi.extensions.core import FreeTextAdvancedExtension, FreeTextExtensio...
"+ocean,-coast"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_free_text.py
test_search_free_text_search
assert
collection
54
from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import ( ItemCollectionUri, create_get_request_model, create_post_request_model, create_request_model, ) from stac_fastapi.extensions.core import FreeTextAdvancedExtension, FreeTextExtensio...
["ocean", "coast"]
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_query.py
test_search_query_get
assert
collection
49
import json from typing import Iterator from urllib.parse import quote_plus, unquote_plus import pytest from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.api.models import create_get_request_model, create_post_request_model from stac_fastapi.extensions.core import ...
{"gte": 95}
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_transaction.py
test_create_item
assert
string_literal
19
import json from typing import Iterator, Union import pytest from stac_pydantic import Collection from stac_pydantic.item import Item from stac_pydantic.item_collection import ItemCollection from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import T...
"Feature"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_transaction.py
test_update_item
assert
string_literal
22
import json from typing import Iterator, Union import pytest from stac_pydantic import Collection from stac_pydantic.item import Item from stac_pydantic.item_collection import ItemCollection from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import T...
"an-item"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_transaction.py
test_create_collection
assert
string_literal
19
import json from typing import Iterator, Union import pytest from stac_pydantic import Collection from stac_pydantic.item import Item from stac_pydantic.item_collection import ItemCollection from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import T...
"Collection"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_transaction.py
test_update_item
assert
string_literal
21
import json from typing import Iterator, Union import pytest from stac_pydantic import Collection from stac_pydantic.item import Item from stac_pydantic.item_collection import ItemCollection from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import T...
"a-collection"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/extensions/tests/test_transaction.py
test_create_item_collection
assert
string_literal
23
import json from typing import Iterator, Union import pytest from stac_pydantic import Collection from stac_pydantic.item import Item from stac_pydantic.item_collection import ItemCollection from starlette.testclient import TestClient from stac_fastapi.api.app import StacApi from stac_fastapi.extensions.core import T...
"FeatureCollection"
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/types/tests/test_limit.py
test_limit_get_request
assert
numeric_literal
27
import pytest from fastapi import Depends, FastAPI from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.types.search import BaseSearchGetRequest, BaseSearchPostRequest def test_limit_get_request(): """test GET model.""" app = FastAPI() @app.get("/test") de...
10
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/types/tests/test_limit.py
test_limit_get_request
assert
numeric_literal
25
import pytest from fastapi import Depends, FastAPI from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.types.search import BaseSearchGetRequest, BaseSearchPostRequest def test_limit_get_request(): """test GET model.""" app = FastAPI() @app.get("/test") de...
200
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/types/tests/test_limit.py
test_limit
assert
variable
12
import pytest from fastapi import Depends, FastAPI from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.types.search import BaseSearchGetRequest, BaseSearchPostRequest @pytest.mark.parametrize("value", [1, 10_000]) def test_limit(value): search = BaseSearchPostRequest(l...
value
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
v2_extractor_at_anchor
stac-utils/stac-fastapi
4adcf0e523b83562d2807a0e500d5d8484aa6cce
116
train
train
stac_fastapi/types/tests/test_limit.py
test_limit_le
assert
numeric_literal
12
import pytest from fastapi import Depends, FastAPI from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.types.search import BaseSearchGetRequest, BaseSearchPostRequest @pytest.mark.parametrize("value", [10_001, 100_000, 1_000_000]) def test_limit_le(value): search = Bas...
10_000
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v2_extractor_at_anchor
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train
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stac_fastapi/types/tests/test_limit.py
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pytest.raises
variable
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import pytest from fastapi import Depends, FastAPI from fastapi.testclient import TestClient from pydantic import ValidationError from stac_fastapi.types.search import BaseSearchGetRequest, BaseSearchPostRequest @pytest.mark.parametrize("value", [0, -1]) def test_limit_ge(value): with pytest.raises(
ValidationError)
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v2_extractor_at_anchor
stac-utils/stac-fastapi
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_str_to_interval_with_invalid_interval
assert
numeric_literal
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from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
400
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v2_extractor_at_anchor
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_str_to_interval_with_none
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none_literal
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from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
None
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stac-utils/stac-fastapi
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_now_functions
assert
variable
81
from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
now2
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v2_extractor_at_anchor
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_parse_invalid_str_to_datetime
pytest.raises
variable
79
from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
ValueError)
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v2_extractor_at_anchor
stac-utils/stac-fastapi
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_now_functions
assert
complex_expr
82
from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
timezone.utc
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v2_extractor_at_anchor
stac-utils/stac-fastapi
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train
train
stac_fastapi/types/tests/test_rfc3339.py
test_str_to_interval_with_invalid_interval
pytest.raises
variable
79
from datetime import datetime, timezone import pytest from fastapi import HTTPException from stac_fastapi.types.rfc3339 import ( now_in_utc, now_to_rfc3339_str, rfc3339_str_to_datetime, str_to_interval, ) invalid_datetimes = [ "1985-04-12", # date only "1937-01-01T12:00:27.87+0100", # inval...
HTTPException)
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/conftest.py
assert_match
assert
variable
56
from typing import TypeVar import numpy as np import pytest import os from pathlib import Path import torch from torch import Tensor import pickle _A = TypeVar("_A", np.ndarray, Tensor) def _canonicalize_array(arr: _A) -> np.ndarray: if isinstance(arr, Tensor): arr = arr.detach().cpu().numpy() return ...
expected_data
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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tests/conftest.py
assert_match
assert
complex_expr
54
from typing import TypeVar import numpy as np import pytest import os from pathlib import Path import torch from torch import Tensor import pickle _A = TypeVar("_A", np.ndarray, Tensor) def _canonicalize_array(arr: _A) -> np.ndarray: if isinstance(arr, Tensor): arr = arr.detach().cpu().numpy() return ...
expected_data[key]
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/conftest.py
assert_match
assert_*
complex_expr
72
from typing import TypeVar import numpy as np import pytest import os from pathlib import Path import torch from torch import Tensor import pickle _A = TypeVar("_A", np.ndarray, Tensor) def _canonicalize_array(arr: _A) -> np.ndarray: if isinstance(arr, Tensor): arr = arr.detach().cpu().numpy() return ...
expected_arrays[key])
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
tests/test_data.py
test_get_batch
assert
numeric_literal
39
import math from collections import Counter import numpy as np import pytest from .adapters import run_get_batch def test_get_batch(): dataset = np.arange(0, 100) context_length = 7 batch_size = 32 device = "cpu" # Sanity check to make sure that the random samples are indeed somewhat random. ...
0
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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tests/test_data.py
test_get_batch
assert_*
func_call
32
import math from collections import Counter import numpy as np import pytest from .adapters import run_get_batch def test_get_batch(): dataset = np.arange(0, 100) context_length = 7 batch_size = 32 device = "cpu" # Sanity check to make sure that the random samples are indeed somewhat random. ...
y.detach().numpy())
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/test_data.py
test_get_batch
assert
collection
28
import math from collections import Counter import numpy as np import pytest from .adapters import run_get_batch def test_get_batch(): dataset = np.arange(0, 100) context_length = 7 batch_size = 32 device = "cpu" # Sanity check to make sure that the random samples are indeed somewhat random. ...
(batch_size, context_length)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/test_data.py
test_get_batch
pytest.raises
collection
62
import math from collections import Counter import numpy as np import pytest from .adapters import run_get_batch def test_get_batch(): dataset = np.arange(0, 100) context_length = 7 batch_size = 32 device = "cpu" # Sanity check to make sure that the random samples are indeed somewhat random. ...
(RuntimeError, AssertionError))
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
7
train
train
tests/test_model.py
test_linear
assert_*
variable
29
from einops import rearrange import numpy import torch import torch.nn.functional as F from .adapters import ( run_multihead_self_attention_with_rope, run_rope, run_silu, run_multihead_self_attention, run_swiglu, run_rmsnorm, run_scaled_dot_product_attention, run_transformer_block, ...
output)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
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train
train
tests/test_model.py
test_swiglu
assert_*
variable
33
from einops import rearrange import numpy import torch import torch.nn.functional as F from .adapters import ( run_multihead_self_attention_with_rope, run_rope, run_silu, run_multihead_self_attention, run_swiglu, run_rmsnorm, run_scaled_dot_product_attention, run_transformer_block, ...
actual_output)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/test_model.py
test_transformer_lm_truncated_input
assert_*
variable
39
from einops import rearrange import numpy import torch import torch.nn.functional as F from .adapters import ( run_multihead_self_attention_with_rope, run_rope, run_silu, run_multihead_self_attention, run_swiglu, run_rmsnorm, run_scaled_dot_product_attention, run_transformer_block, ...
truncated_actual_output)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
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train
train
tests/test_model.py
test_silu_matches_pytorch
assert_*
func_call
30
from einops import rearrange import numpy import torch import torch.nn.functional as F from .adapters import ( run_multihead_self_attention_with_rope, run_rope, run_silu, run_multihead_self_attention, run_swiglu, run_rmsnorm, run_scaled_dot_product_attention, run_transformer_block, ...
expected_output.detach().numpy())
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
7
train
train
tests/test_nn_utils.py
test_gradient_clipping
assert
func_call
28
import numpy import torch import torch.nn.functional as F from .adapters import run_cross_entropy, run_gradient_clipping, run_softmax def test_gradient_clipping(): tensors = [torch.randn((5, 5)) for _ in range(6)] max_norm = 1e-2 t1 = tuple(torch.nn.Parameter(torch.clone(t)) for t in tensors) # Test ...
len(t1_c_grads)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
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train
train
tests/test_nn_utils.py
test_softmax_matches_pytorch
assert_*
func_call
17
import numpy import torch import torch.nn.functional as F from .adapters import run_cross_entropy, run_gradient_clipping, run_softmax def test_softmax_matches_pytorch(): x = torch.tensor( [ [0.4655, 0.8303, 0.9608, 0.9656, 0.6840], [0.2583, 0.2198, 0.9334, 0.2995, 0.1722], ...
expected.detach().numpy())
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
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train
train
tests/test_nn_utils.py
test_gradient_clipping
assert_*
func_call
31
import numpy import torch import torch.nn.functional as F from .adapters import run_cross_entropy, run_gradient_clipping, run_softmax def test_gradient_clipping(): tensors = [torch.randn((5, 5)) for _ in range(6)] max_norm = 1e-2 t1 = tuple(torch.nn.Parameter(torch.clone(t)) for t in tensors) # Test ...
t1_c_grad.detach().numpy())
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
7
train
train
tests/test_nn_utils.py
test_cross_entropy
assert_*
func_call
36
import numpy import torch import torch.nn.functional as F from .adapters import run_cross_entropy, run_gradient_clipping, run_softmax def test_cross_entropy(): inputs = torch.tensor( [ [ [0.1088, 0.1060, 0.6683, 0.5131, 0.0645], [0.4538, 0.6852, 0.2520, 0.3792, ...
large_expected_cross_entropy.detach().numpy())
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
7
train
train
tests/test_optimizer.py
test_adamw
assert_*
variable
46
import numpy import torch from .adapters import get_adamw_cls, run_get_lr_cosine_schedule def _optimize(opt_class) -> torch.Tensor: torch.manual_seed(42) model = torch.nn.Linear(3, 2, bias=False) opt = opt_class( model.parameters(), lr=1e-3, weight_decay=0.01, betas=(0.9, 0...
actual_weights)
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
f15d6d0743dc709ff4397328af1777f7e408ce27
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train
train
tests/test_optimizer.py
test_get_lr_cosine_schedule
assert_*
func_call
71
import numpy import torch from .adapters import get_adamw_cls, run_get_lr_cosine_schedule def _optimize(opt_class) -> torch.Tensor: torch.manual_seed(42) model = torch.nn.Linear(3, 2, bias=False) opt = opt_class( model.parameters(), lr=1e-3, weight_decay=0.01, betas=(0.9, 0...
numpy.array(expected_lrs))
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor
stanford-cs336/assignment1-basics
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train
train
tests/test_serialization.py
test_checkpointing
assert
variable
87
import numpy import torch import torch.nn as nn import torch.nn.functional as F from .adapters import get_adamw_cls, run_load_checkpoint, run_save_checkpoint def are_optimizers_equal(optimizer1_state_dict, optimizer2_state_dict, atol=1e-8, rtol=1e-5): # Check if the keys of the main dictionaries are equal (e.g., ...
loaded_iterations
f15d6d0743dc709ff4397328af1777f7e408ce27
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v2_extractor_at_anchor