repo_id stringclasses 400
values | commit_sha stringclasses 400
values | commit_index int32 0 951 | in_repo_split stringclasses 1
value | cross_repo_split stringclasses 1
value | test_file stringlengths 7 121 | test_function stringlengths 1 108 | assertion_type stringclasses 32
values | difficulty stringclasses 8
values | context_lines int32 3 600 | prefix large_stringlengths 44 113k | target large_stringlengths 1 498 | anchor_sha stringclasses 400
values | anchor_index int32 0 951 | qna_source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_curl.py | test_duphandle | pytest.raises | variable | 17 | import base64
import json
from io import BytesIO
from typing import cast
import pytest
from curl_cffi import Curl, CurlError, CurlInfo, CurlOpt
def test_duphandle(server):
c = Curl()
c.setopt(CurlOpt.URL, str(server.url.copy_with(path="/redirect_loop")).encode())
c.setopt(CurlOpt.FOLLOWLOCATION, 1)
c... | CurlError) | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_curl.py | test_http_proxy_changed_path | assert | string_literal | 21 | import base64
import json
from io import BytesIO
from typing import cast
import pytest
from curl_cffi import Curl, CurlError, CurlInfo, CurlOpt
def test_http_proxy_changed_path(server):
c = Curl()
proxy_url = str(server.url).rstrip("/")
print("proxy url", proxy_url)
c.setopt(CurlOpt.URL, b"http://exa... | "http_proxy!" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_curl.py | test_referer | assert | string_literal | 20 | import base64
import json
from io import BytesIO
from typing import cast
import pytest
from curl_cffi import Curl, CurlError, CurlInfo, CurlOpt
def test_referer(server):
c = Curl()
url = str(server.url.copy_with(path="/echo_headers"))
c.setopt(CurlOpt.URL, url.encode())
c.setopt(CurlOpt.REFERER, b"ht... | "http://example.org" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_curl.py | test_effective_url | assert | func_call | 17 | import base64
import json
from io import BytesIO
from typing import cast
import pytest
from curl_cffi import Curl, CurlError, CurlInfo, CurlOpt
def test_effective_url(server):
c = Curl()
url = str(server.url.copy_with(path="/redirect_301"))
c.setopt(CurlOpt.URL, url.encode())
c.setopt(CurlOpt.FOLLOWL... | str(server.url).encode() | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_headers_none_value | assert | string_literal | 8 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_headers_none_value():
headers = Headers({"foo": None, "bar": ""})
assert headers.get("foo") is None
assert headers["bar"] == | "" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_headers | assert | none_literal | 11 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_headers():
headers = Headers()
headers["foo"] = "bar"
headers["foo"] = "baz"
assert headers["foo"] == "baz"
assert headers.get("foo") == "baz"
assert headers.get("bar") is | None | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_headers | assert | string_literal | 9 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_headers():
headers = Headers()
headers["foo"] = "bar"
headers["foo"] = "baz"
assert headers["foo"] == | "baz" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_header_output | assert | string_literal | 8 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_header_output():
headers = Headers({"X-Foo": "bar"})
header_list = headers.multi_items()
assert header_list[0][0] == | "X-Foo" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_wrapped_headers_preserve_encoding | assert | string_literal | 8 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_wrapped_headers_preserve_encoding():
headers = Headers({"foo": "bar"}, encoding="utf-8")
wrapped_headers = Headers(headers)
assert wrapped_headers.encoding == | "utf-8" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_wrapped_headers_change_encoding | assert | string_literal | 8 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_wrapped_headers_change_encoding():
headers = Headers({"foo": "bar"}, encoding="utf-8")
wrapped_headers = Headers(headers, encoding="ascii")
assert wrapped_headers.encoding == | "ascii" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_replace_header | assert | collection | 8 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_replace_header():
header_lines = []
update_header_line(header_lines, "content-type", "image/png")
assert header_lines == | ["content-type: image/png"] | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_replace_header | assert | collection | 12 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_replace_header():
header_lines = []
update_header_line(header_lines, "content-type", "image/png")
assert header_lines == ["content-type: image/png"]
update_header_line(header_lines, "Content-Type", "... | ["Content-Type: application/json"] | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_headers.py | test_replace_header | assert | collection | 14 | from curl_cffi.requests import Headers
from curl_cffi.requests.utils import update_header_line
def test_replace_header():
header_lines = []
update_header_line(header_lines, "content-type", "image/png")
assert header_lines == ["content-type: image/png"]
update_header_line(header_lines, "Content-Type", "... | ["Content-Type: application/json", "Host: example.com"] | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_stream_exclusive | assert | numeric_literal | 12 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_stream_exclusive():
url = "https://tls.peet.ws/api/all"
fp = requests.ExtraFingerprints(http2_stream_exclusive=0)
r = requests.get(... | 0 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_tls_min_version | assert | numeric_literal | 16 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_tls_min_version():
url = "https://tls.peet.ws/api/all"
safari_min_version = CurlSslVersion.TLSv1_0
fp = requests.ExtraFingerprints(... | 4 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_stream_weight | assert | numeric_literal | 12 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_stream_weight():
url = "https://tls.peet.ws/api/all"
fp = requests.ExtraFingerprints(http2_stream_weight=64)
r = requests.get(url, ... | 64 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_impersonate_with_version | assert | numeric_literal | 12 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_impersonate_with_version(server):
# the test server does not understand http/2
r = requests.get(
str(server.url), impersonate="chrome120", http_version=CurlHttpVersion.V1_1
)
asse... | 200 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_ja3_chrome126 | assert | variable | 14 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_customized_ja3_chrome126():
url = "https://tls.browserleaks.com/json"
ja3 = (
"771,4865-4866-4867-49195-49199-49196-49200-52393-52392-49171-49172-156-157-47-53,"
"0-65037-27-51-13-... | ja3 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_ja3_tls_version | assert | string_literal | 16 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="not working")
def test_customized_ja3_tls_version():
url = "https://tls.browserleaks.com/json"
ja3 = (
"770,4865-4866-4867-49195-49199-49196-49200-52393-52392-49171-49172-... | "770" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_akamai_chrome126 | assert | variable | 11 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_customized_akamai_chrome126():
url = "https://tls.browserleaks.com/json"
akamai = "1:65536;2:0;4:6291456;6:262144|15663105|0|m,a,s,p"
r = requests.get(url, akamai=akamai).json()
assert r[... | akamai | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_cert_compression | assert | string_literal | 16 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_cert_compression():
url = "https://tls.peet.ws/api/all"
fp = requests.ExtraFingerprints(tls_cert_compression="zlib")
r = requests.g... | "zlib (1)" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_sig_hash_algs | assert | variable | 29 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_sig_hash_algs():
url = "https://tls.peet.ws/api/all"
safari_algs = [
"ecdsa_secp256r1_sha256",
"rsa_pss_rsae_sha256",
... | result_algs | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_ja3_curves | assert | string_literal | 15 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_customized_ja3_curves():
url = "https://tls.browserleaks.com/json"
ja3 = (
"771,4865-4866-4867-49195-49199-49196-49200-52393-52392-49171-49172-156-157-47-53,"
"0-65037-27-51-13-43-... | "25497-24-23-29" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_extra_fp_grease | assert | complex_expr | 12 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="Unstable API")
def test_customized_extra_fp_grease():
url = "https://tls.peet.ws/api/all"
fp = requests.ExtraFingerprints(tls_grease=True)
r = requests.get(url, extra_fp=fp).j... | r["tls"]["ciphers"][0] | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_costomized_no_impersonate_coexist | pytest.raises | complex_expr | 9 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
@pytest.mark.skip(reason="warning is used")
def test_costomized_no_impersonate_coexist(server):
with pytest.raises( | requests.RequestsError) | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_customized_ja3_extensions | assert | string_literal | 31 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_customized_ja3_extensions():
url = "https://tls.browserleaks.com/json"
ja3 = (
"771,4865-4866-4867-49195-49199-49196-49200-52393-52392-49171-49172-156-157-47-53,"
"65037-65281-0-11... | "65281-0-11-23-27-16-17513-10-35-43-45-13-51" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_impersonate.py | test_impersonate_non_exist | pytest.raises | complex_expr | 8 | import pytest
from curl_cffi import requests
from curl_cffi.const import CurlHttpVersion, CurlSslVersion
def test_impersonate_non_exist(server):
with pytest.raises( | requests.RequestsError, match="Impersonating") | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_content_type_header_with_json | assert | numeric_literal | 26 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | 1 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_not_follow_redirects | assert | numeric_literal | 22 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | 0 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_empty_header_included | assert | string_literal | 24 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | "" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_stream_close_early | assert | numeric_literal | 30 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | 50 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_max_recv_speed | assert | numeric_literal | 28 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | 10 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_head | assert | numeric_literal | 19 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | 200 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_requests.py | test_post_large_body | assert | variable | 21 | import base64
import json
import time
from io import BytesIO
import pytest
from charset_normalizer import detect
from curl_cffi import CurlOpt, requests
from curl_cffi.const import CurlECode, CurlInfo
from curl_cffi.requests.errors import SessionClosed
from curl_cffi.requests.exceptions import HTTPError
from curl_cff... | bar | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_smoke.py | test_without_impersonate | assert | numeric_literal | 12 | from curl_cffi import requests
URLS = [
"https://www.baidu.com",
"https://www.qq.com",
]
def test_without_impersonate():
for url in URLS:
r = requests.get(url)
assert r.status_code == | 200 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_multiple_files | assert | numeric_literal | 29 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_multiple_files(file_server):
multipart = CurlMime.from_list(
[
{
"name": "images",
"content_type": "image/j... | 2 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_with_text_fields | assert | string_literal | 29 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_with_text_fields(file_server):
multipart = CurlMime.from_list(
[
{
"name": "image",
"content_type": "image/... | "bar" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_single_file | assert | string_literal | 24 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_single_file(file_server):
multipart = CurlMime.from_list(
[
{
"name": "image",
"content_type": "image/jpg",... | "image/jpg" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_single_file | assert | string_literal | 23 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_single_file(file_server):
multipart = CurlMime.from_list(
[
{
"name": "image",
"content_type": "image/jpg",... | "scrapfly.png" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_single_file | assert | func_call | 25 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_single_file(file_server):
multipart = CurlMime.from_list(
[
{
"name": "image",
"content_type": "image/jpg",... | os.path.getsize(ASSET_FOLDER / "scrapfly.png") | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_upload.py | test_upload_multiple_files_different_name | assert | func_call | 30 | import os
from pathlib import Path
from curl_cffi import CurlMime, requests
ASSET_FOLDER = Path(__file__).parent.parent.parent / "assets"
def test_upload_multiple_files_different_name(file_server):
multipart = CurlMime.from_list(
[
{
"name": "image1",
"content_... | os.path.getsize(ASSET_FOLDER / "yescaptcha.png") | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_websockets.py | test_hello_twice | assert | string_literal | 14 | from curl_cffi.requests import AsyncSession, WebSocket, Session
def test_hello_twice(ws_server):
ws = WebSocket()
ws.connect(ws_server.url)
ws.send(b"Bar")
reply, _ = ws.recv()
for _ in range(10):
ws.send_str("Bar")
reply = ws.recv_str()
assert reply == | "Bar" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_websockets.py | test_receive_large_messages | assert | numeric_literal | 11 | from curl_cffi.requests import AsyncSession, WebSocket, Session
def test_receive_large_messages(ws_server):
ws = WebSocket()
ws.connect(ws_server.url)
for _ in range(10):
ws.send("*" * 10000)
for _ in range(10):
buffer, _ = ws.recv()
assert len(buffer) == | 10000 | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lexiforest/curl_cffi | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | train | train | tests/unittest/test_websockets.py | test_hello | assert | string_literal | 9 | from curl_cffi.requests import AsyncSession, WebSocket, Session
def test_hello(ws_server):
ws = WebSocket()
ws.connect(ws_server.url)
ws.send(b"Foo me once")
content, _ = ws.recv()
assert content == | b"Foo me once" | 84f325c867b52ad1dc1fc0b0e9a492300fbc8719 | 89 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/loss/test_VICRegLLoss.py | off_diagonal | assert | variable | 14 | import unittest
from typing import List
import numpy as np
import torch
import torch.nn.functional as F
from torch import Tensor
from lightly.loss import VICRegLLoss
def off_diagonal(x: Tensor) -> Tensor:
n, m = x.shape
assert n == | m | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/loss/test_VICRegLoss.py | off_diagonal | assert | variable | 15 | import unittest
import pytest
import torch
import torch.nn.functional as F
from pytest_mock import MockerFixture
from torch import Tensor
from torch import distributed as dist
from lightly.loss import VICRegLoss
def off_diagonal(x):
n, m = x.shape
assert n == | m | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/loss/test_barlow_twins_loss.py | off_diagonal | assert | variable | 13 | import pytest
import torch
import torch.nn as nn
from pytest_mock import MockerFixture
from torch import distributed as dist
from lightly.loss.barlow_twins_loss import BarlowTwinsLoss
def off_diagonal(x):
# return a flattened view of the off-diagonal elements of a square matrix
n, m = x.shape
assert n ==... | m | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_inverse | self.assertEqual | variable | 22 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def test_inverse(self):
# TODO: proper implementation
return
x = int("0... | y) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_nonzero_bits | self.assertEqual | variable | 38 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def assert_difference(self, bistring_1: str, bitstring_2: str, target: str):
mask_a = Bi... | j) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow.py | test_dataset_id_existing | assert | variable | 22 | import os
from unittest import mock
import numpy as np
import lightly
from tests.api_workflow import utils
from tests.api_workflow.mocked_api_workflow_client import (
MockedApiWorkflowClient,
MockedApiWorkflowSetup,
)
class TestApiWorkflow(MockedApiWorkflowSetup):
def setUp(self) -> None:
lightly... | id | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/loss/test_NTXentLoss.py | test_with_values | self.assertAlmostEqual | variable | 42 | import unittest
import numpy as np
import pytest
import torch
from pytest_mock import MockerFixture
from torch import distributed as dist
from lightly.loss import NTXentLoss
class TestNTXentLossUnitTest(unittest.TestCase):
def test_with_values(self):
for n_samples in [1, 2, 4]:
for dimension... | l2) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/core/test_Core.py | test_train_and_embed | self.assertIsInstance | variable | 67 | import os
import re
import shutil
import tempfile
import unittest
import numpy as np
import pytest
import torchvision
from lightly.core import train_model_and_embed_images
class TestCore(unittest.TestCase):
def ensure_dir(self, path_to_folder: str):
if not os.path.exists(path_to_folder):
os.m... | int) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/core/test_Core.py | test_train_and_embed | self.assertIsInstance | variable | 68 | import os
import re
import shutil
import tempfile
import unittest
import numpy as np
import pytest
import torchvision
from lightly.core import train_model_and_embed_images
class TestCore(unittest.TestCase):
def ensure_dir(self, path_to_folder: str):
if not os.path.exists(path_to_folder):
os.m... | str) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlyDataset.py | test_filenames_dataset_with_subdir | self.assertIsInstance | variable | 100 | import os
import shutil
import tempfile
import unittest
from typing import List, Tuple
import numpy as np
import torchvision
from PIL.Image import Image
from lightly.data import LightlyDataset
from lightly.data._utils import check_images
class TestLightlyDataset(unittest.TestCase):
def ensure_dir(self, path_to_f... | str) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelUtils.py | test_random_block_mask_image__num_mask_per_block | assert | variable | 62 | import copy
import random
import unittest
from typing import List, Optional, Tuple
import pytest
import torch
import torch.nn as nn
from pytest_mock import MockerFixture
from torch import Tensor
from torch.nn import Identity, Parameter
from lightly.models import utils
from lightly.models.utils import (
_no_grad_t... | size | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsBYOL.py | test_variations_input_dimension | self.assertIsNotNone | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import BYOL, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | out) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsMoCo.py | test_variations_input_dimension | self.assertIsNotNone | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import MoCo, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | out) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsSimCLR.py | test_variations_input_dimension | self.assertIsNotNone | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import ResNetGenerator, SimCLR
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer... | out) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/utils/test_debug.py | test_std_of_l2_normalized_uniform | self.assertLessEqual | variable | 23 | import math
import unittest
import numpy as np
import torch
from PIL import Image
from lightly.data import collate
from lightly.utils import debug
BATCH_SIZE = 10
DIMENSION = 10
class TestDebug(unittest.TestCase):
def _generate_random_image(self, w: int, h: int, c: int):
array = np.random.rand(h, w, c) ... | eps) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/utils/test_debug.py | test_plot_augmented_images_image_collate_function | self.assertIsNotNone | variable | 32 | import math
import unittest
import numpy as np
import torch
from PIL import Image
from lightly.data import collate
from lightly.utils import debug
BATCH_SIZE = 10
DIMENSION = 10
class TestDebug(unittest.TestCase):
def _generate_random_image(self, w: int, h: int, c: int):
array = np.random.rand(h, w, c) ... | fig) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_compute_worker.py | test_get_compute_worker_run_tags__multiple_tags | assert | variable | 101 | import json
import random
from typing import Any, List
from unittest import mock
from unittest.mock import MagicMock
import pytest
from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient, api_workflow_compute_worker
from lightly.api.api_workflow_compute_worker import (
STATE_SCHEDULED_ID_... | tag_1 | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_compute_worker.py | test_get_compute_worker_run_tags__multiple_tags | assert | variable | 102 | import json
import random
from typing import Any, List
from unittest import mock
from unittest.mock import MagicMock
import pytest
from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient, api_workflow_compute_worker
from lightly.api.api_workflow_compute_worker import (
STATE_SCHEDULED_ID_... | tag_0 | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlySubset.py | test_create_lightly_subset | assert | variable | 51 | import random
import tempfile
import unittest
from typing import List, Tuple
from lightly.data.dataset import LightlyDataset
from lightly.data.lightly_subset import LightlySubset
from tests.data.test_LightlyDataset import TestLightlyDataset
class TestLightlySubset(TestLightlyDataset):
def setUp(self) -> None:
... | fname | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_selection.py | test_upload_scores | assert | variable | 65 | from typing import List
import pytest
from pytest_mock import MockerFixture
from lightly.active_learning.config.selection_config import SelectionConfig
from lightly.api import ApiWorkflowClient, api_workflow_selection
from lightly.openapi_generated.swagger_client.models import (
JobResultType,
JobState,
J... | tag_id | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlyDataset.py | test_create_lightly_dataset_from_folder_nosubdir | self.assertEqual | variable | 84 | import os
import shutil
import tempfile
import unittest
from typing import List, Tuple
import numpy as np
import torchvision
from PIL.Image import Image
from lightly.data import LightlyDataset
from lightly.data._utils import check_images
class TestLightlyDataset(unittest.TestCase):
def ensure_dir(self, path_to_f... | n_tot) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlyDataset.py | test_filenames_dataset_with_subdir | self.assertIsInstance | variable | 97 | import os
import shutil
import tempfile
import unittest
from typing import List, Tuple
import numpy as np
import torchvision
from PIL.Image import Image
from lightly.data import LightlyDataset
from lightly.data._utils import check_images
class TestLightlyDataset(unittest.TestCase):
def ensure_dir(self, path_to_f... | Image) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/loss/test_DCLLoss.py | test_dclwloss_forward | self.assertAlmostEqual | variable | 22 | import unittest
from unittest.mock import patch
import pytest
import torch
from pytest_mock import MockerFixture
from torch import distributed as dist
from lightly.loss.dcl_loss import DCLLoss, DCLWLoss, negative_mises_fisher_weights
class TestDCLUnitTest(unittest.TestCase):
def test_dclwloss_forward(self, seed... | loss1) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsBYOL.py | test_create_variations_cpu | self.assertIsNotNone | variable | 31 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import BYOL, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | model) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsMoCo.py | test_create_variations_cpu | self.assertIsNotNone | variable | 31 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import MoCo, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | model) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsNNCLR.py | test_create_variations_cpu | self.assertIsNotNone | variable | 45 | import unittest
import torch
import torch.nn as nn
import torchvision
from lightly.models import NNCLR
from lightly.models.modules import NNMemoryBankModule
def resnet_generator(name: str):
if name == "resnet18":
return torchvision.models.resnet18()
elif name == "resnet50":
return torchvision... | model) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsSimCLR.py | test_create_variations_cpu | self.assertIsNotNone | variable | 31 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import ResNetGenerator, SimCLR
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer... | model) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsSimSiam.py | test_create_variations_cpu | self.assertIsNotNone | variable | 44 | import unittest
import torch
import torch.nn as nn
import torchvision
from lightly.models import SimSiam
def resnet_generator(name: str):
if name == "resnet18":
return torchvision.models.resnet18()
elif name == "resnet50":
return torchvision.models.resnet50()
raise NotImplementedError
de... | model) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ProjectionHeads.py | test_swav_frozen_prototypes | self.assertEqual | variable | 77 | import unittest
import torch
from lightly.loss import DINOLoss
from lightly.models.modules.heads import (
BarlowTwinsProjectionHead,
BYOLPredictionHead,
BYOLProjectionHead,
DenseCLProjectionHead,
DINOProjectionHead,
MMCRProjectionHead,
MoCoProjectionHead,
MSNProjectionHead,
NNCLRPr... | loss0) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_operator_minus | self.assertEqual | variable | 33 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def assert_difference(self, bistring_1: str, bitstring_2: str, target: str):
mask_a = Bi... | mask_a) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_equal | self.assertEqual | variable | 29 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def assert_difference(self, bistring_1: str, bitstring_2: str, target: str):
mask_a = Bi... | mask_b) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_difference_random | assert_* | variable | 38 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def assert_difference(self, bistring_1: str, bitstring_2: str, target: str):
mask_a = Bi... | target) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_compute_worker.py | test_get_compute_worker_state_and_message_docker_state | assert | variable | 73 | import json
import random
from typing import Any, List
from unittest import mock
from unittest.mock import MagicMock
import pytest
from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient, api_workflow_compute_worker
from lightly.api.api_workflow_compute_worker import (
STATE_SCHEDULED_ID_... | message | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/utils/test_io.py | test_save_tasks | self.assertListEqual | variable | 32 | import csv
import json
import tempfile
import unittest
from pathlib import Path
import numpy as np
from lightly.utils import io
from tests.api_workflow.mocked_api_workflow_client import MockedApiWorkflowSetup
class TestEmbeddingsIO(unittest.TestCase):
def setUp(self) -> None:
# correct embedding file as ... | loaded) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_data_collate.py | test_base_collate | self.assertIsNotNone | variable | 50 | import random
import unittest
import torch
import torchvision
import torchvision.transforms as transforms
from lightly.data import (
BaseCollateFunction,
ImageCollateFunction,
MultiCropCollateFunction,
PIRLCollateFunction,
SimCLRCollateFunction,
SwaVCollateFunction,
collate,
)
from lightly... | collate) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/modules/masked_vision_transformer_test.py | get_masks | assert | variable | 60 | from abc import ABC, abstractmethod
from typing import Optional, Tuple
import pytest
import torch
from pytest_mock import MockerFixture
from torch import Tensor
from torch.nn import Parameter
from lightly.models import utils
from lightly.models.modules.masked_vision_transformer import MaskedVisionTransformer
class M... | n_masked | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsBYOL.py | test_feature_dim_configurable | self.assertEqual | variable | 46 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import BYOL, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | out_dim) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsMoCo.py | test_feature_dim_configurable | self.assertEqual | variable | 46 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import MoCo, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | out_dim) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsSimCLR.py | test_feature_dim_configurable | self.assertEqual | variable | 46 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import ResNetGenerator, SimCLR
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer... | out_dim) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_download.py | test_download_prediction | self.assertDictEqual | variable | 39 | import json
import os
import sys
import tempfile
import unittest
import warnings
from io import BytesIO
from unittest import mock
import numpy as np
import tqdm
from PIL import Image
class TestDownload(unittest.TestCase):
def setUp(self):
self._max_retries = lightly.api.utils.RETRY_MAX_RETRIES
sel... | original) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_export.py | test_export_label_box_data_rows_by_tag_name | assert_* | variable | 36 | from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient, api_workflow_export
from lightly.api import utils as api_utils
from lightly.openapi_generated.swagger_client.models import FileNameFormat, TagData
from tests.api_workflow import utils
def _get_tag(dataset_id: str, tag_name: str) -> TagDa... | tag_name) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlyDataset.py | test_check_images | assert | variable | 96 | import os
import shutil
import tempfile
import unittest
from typing import List, Tuple
import numpy as np
import torchvision
from PIL.Image import Image
from lightly.data import LightlyDataset
from lightly.data._utils import check_images
class TestLightlyDataset(unittest.TestCase):
def ensure_dir(self, path_to_f... | n_healthy | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_LightlyDataset.py | test_check_images | assert | variable | 97 | import os
import shutil
import tempfile
import unittest
from typing import List, Tuple
import numpy as np
import torchvision
from PIL.Image import Image
from lightly.data import LightlyDataset
from lightly.data._utils import check_images
class TestLightlyDataset(unittest.TestCase):
def ensure_dir(self, path_to_f... | n_corrupt | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/data/test_VideoDataset.py | test_find_non_increasing_timestamps | self.assertListEqual | variable | 170 | import contextlib
import io
import os
import shutil
import tempfile
import unittest
from fractions import Fraction
from typing import List
from unittest import mock
import cv2
import numpy as np
import PIL
import torch
import torchvision
from lightly.data import LightlyDataset, NonIncreasingTimestampError
from lightl... | expected) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/modules/masked_vision_transformer_test.py | test_encode | assert | variable | 76 | from abc import ABC, abstractmethod
from typing import Optional, Tuple
import pytest
import torch
from pytest_mock import MockerFixture
from torch import Tensor
from torch.nn import Parameter
from lightly.models import utils
from lightly.models.modules.masked_vision_transformer import MaskedVisionTransformer
class M... | embed_dim | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/modules/test_masked_vision_transformer_timm.py | test_add_pos_embed__antialias | assert | variable | 68 | from typing import Optional
import pytest
import torch
from pytest_mock import MockerFixture
from torch.nn import Parameter
from lightly.utils import dependency
from timm.models.vision_transformer import VisionTransformer
from lightly.models.modules import masked_vision_transformer_timm
from lightly.models.modules.... | antialias | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsBYOL.py | test_feature_dim_configurable | self.assertEqual | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import BYOL, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | num_ftrs) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsMoCo.py | test_feature_dim_configurable | self.assertEqual | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import MoCo, ResNetGenerator
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer(3... | num_ftrs) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ModelsSimCLR.py | test_feature_dim_configurable | self.assertEqual | variable | 41 | import unittest
import torch
import torch.nn as nn
import torchvision
import lightly
from lightly.models import ResNetGenerator, SimCLR
def get_backbone(resnet, num_ftrs=64):
last_conv_channels = list(resnet.children())[-1].in_features
backbone = nn.Sequential(
lightly.models.batchnorm.get_norm_layer... | num_ftrs) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/models/test_ProjectionHeads.py | test_dino_projection_head_freeze_last_layer | self.assertFalse | variable | 97 | import unittest
import torch
from lightly.loss import DINOLoss
from lightly.models.modules.heads import (
BarlowTwinsProjectionHead,
BYOLPredictionHead,
BYOLProjectionHead,
DenseCLProjectionHead,
DINOProjectionHead,
MMCRProjectionHead,
MoCoProjectionHead,
MSNProjectionHead,
NNCLRPr... | are_same) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_BitMask.py | test_large_bitmasks | self.assertEqual | variable | 18 | import unittest
from copy import deepcopy
from random import randint, random, seed
from lightly.api.bitmask import BitMask
N = 10
class TestBitMask(unittest.TestCase):
def setup(self, psuccess=1.0):
pass
def test_large_bitmasks(self):
bitstring = "0b" + "1" * 5678
mask = BitMask.from... | bitstring) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api/test_utils.py | test_paginate_endpoint | self.assertEqual | variable | 33 | import os
import unittest
from unittest import mock
import pytest
from PIL import Image
from lightly.api.utils import (
DatasourceType,
PIL_to_bytes,
get_lightly_server_location_from_env,
get_signed_url_destination,
getenv,
paginate_endpoint,
retry,
)
class TestUtils(unittest.TestCase):
... | some_list) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_datasets.py | test_set_dataset_id__warning_not_shared | assert | variable | 47 | from typing import List
import pytest
from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient, api_workflow_datasets
from lightly.openapi_generated.swagger_client.api import DatasetsApi
from lightly.openapi_generated.swagger_client.models import (
Creator,
DatasetCreateRequest,
Dat... | dataset_id | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_selection.py | test_selection__too_many_errors | pytest.raises | variable | 73 | from typing import List
import pytest
from pytest_mock import MockerFixture
from lightly.active_learning.config.selection_config import SelectionConfig
from lightly.api import ApiWorkflowClient, api_workflow_selection
from lightly.openapi_generated.swagger_client.models import (
JobResultType,
JobState,
J... | Exception) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/api_workflow/test_api_workflow_tags.py | test_get_filenames_in_tag__exclude_parent_tag | assert | variable | 50 | from typing import List, Optional
import pytest
from pytest_mock import MockerFixture
from lightly.api import ApiWorkflowClient
from lightly.api.api_workflow_tags import TagDoesNotExistError
from lightly.openapi_generated.swagger_client.models import TagCreator, TagData
from tests.api_workflow import utils
def _get_... | dataset_id | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
lightly-ai/lightly | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | train | train | tests/core/test_Core.py | test_train_and_embed | self.assertEqual | variable | 63 | import os
import re
import shutil
import tempfile
import unittest
import numpy as np
import pytest
import torchvision
from lightly.core import train_model_and_embed_images
class TestCore(unittest.TestCase):
def ensure_dir(self, path_to_folder: str):
if not os.path.exists(path_to_folder):
os.m... | n_samples) | 78f59fc4ed11a92218d9f8ad7b9b10006038092e | 255 | v2_extractor_at_anchor |
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