id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
7,031 | from django.db import migrations
from django.db.models import Q
def migrate_all_mins_to_max(apps, schema_editor):
BillableMetric = apps.get_model("metering_billing", "BillableMetric")
BillableMetric.objects.filter(usage_aggregation_type="min").update(
usage_aggregation_type="max"
) | null |
7,032 | from django.db import migrations
from django.db.models import Q
def migrate_stateful_other_to_max(apps, schema_editor):
BillableMetric = apps.get_model("metering_billing", "BillableMetric")
BillableMetric.objects.filter(
~Q(usage_aggregation_type="max") & ~Q(usage_aggregation_type="latest"),
me... | null |
7,033 | from django.db import migrations
def populate_description(apps, schema_editor):
Plan = apps.get_model("metering_billing", "Plan")
for plan in Plan.objects.all():
for plan_version in plan.versions.all():
plan.plan_description = plan_version.description
plan.save()
bre... | null |
7,034 | from django.db import migrations
def backtest_substitutions_to_org(apps, schema_editor):
BacktestSubstitution = apps.get_model("metering_billing", "BacktestSubstitution")
for bts in BacktestSubstitution.objects.all():
bts.organization = bts.backtest.organization
bts.save() | null |
7,035 | from django.db import migrations
def webhooktrigger_to_org(apps, schema_editor):
WebhookTrigger = apps.get_model("metering_billing", "WebhookTrigger")
for wt in WebhookTrigger.objects.all():
wt.organization = wt.webhook_endpoint.organization
wt.save() | null |
7,036 | from django.db import migrations
def custom_pricing_unit_conversion_to_org(apps, schema_editor):
CustomPricingUnitConversion = apps.get_model(
"metering_billing", "CustomPricingUnitConversion"
)
for c in CustomPricingUnitConversion.objects.all():
c.organization = c.plan_version.organization... | null |
7,037 | from django.db import migrations
def plan_component_to_org(apps, schema_editor):
PlanComponent = apps.get_model("metering_billing", "PlanComponent")
for pc in PlanComponent.objects.all():
pc.organization = pc.billable_metric.organization
pc.save() | null |
7,038 | from django.db import migrations
def price_tier_to_org(apps, schema_editor):
PriceTier = apps.get_model("metering_billing", "PriceTier")
for pt in PriceTier.objects.all():
pt.organization = pt.plan_component.billable_metric.organization
pt.save() | null |
7,039 | from django.db import migrations
def categorical_filter_to_org(apps, schema_editor):
CategoricalFilter = apps.get_model("metering_billing", "CategoricalFilter")
Metric = apps.get_model("metering_billing", "Metric")
SubscriptionRecord = apps.get_model("metering_billing", "SubscriptionRecord")
for m in M... | null |
7,040 | from django.db import migrations
def numeric_filter_to_org(apps, schema_editor):
NumericFilter = apps.get_model("metering_billing", "NumericFilter")
Metric = apps.get_model("metering_billing", "Metric")
for m in Metric.objects.all():
m2m = list(m.numeric_filters.all())
m.numeric_filters.cle... | null |
7,041 | from django.db import migrations
def invoice_line_item_to_org(apps, schema_editor):
InvoiceLineItem = apps.get_model("metering_billing", "InvoiceLineItem")
for ili in InvoiceLineItem.objects.all():
ili.organization = ili.invoice.organization
ili.save() | null |
7,042 | from django.db import migrations
def pricing_unit_to_org(apps, schema_editor):
PricingUnit = apps.get_model("metering_billing", "PricingUnit")
Organization = apps.get_model("metering_billing", "Organization")
for pu in PricingUnit.objects.filter(organization__isnull=True):
for org in Organization.o... | null |
7,043 | from django.db import migrations
def migrate_jsonfields_to_fk(apps, schema_editor):
Invoice = apps.get_model("metering_billing", "Invoice")
Organization = apps.get_model("metering_billing", "Organization")
Subscription = apps.get_model("metering_billing", "Subscription")
Customer = apps.get_model("mete... | null |
7,044 | from django.core.cache import cache
from django.http import HttpResponseBadRequest
from django.utils.translation import gettext_lazy as _
from drf_spectacular.extensions import OpenApiAuthenticationExtension
from metering_billing.exceptions import (
NoMatchingAPIKey,
OrganizationMismatch,
UserNoOrganization... | null |
7,045 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,046 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,047 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,048 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,049 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,050 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,051 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,052 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,053 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,054 | import logging
from decimal import Decimal, InvalidOperation
import pytz
from celery import shared_task
from dateutil.relativedelta import relativedelta
from django.conf import settings
from django.db.models import Q
from metering_billing.payment_processors import PAYMENT_PROCESSOR_MAP
from metering_billing.serializers... | null |
7,055 | import csv
import datetime
import io
import logging
import boto3
from botocore.exceptions import ClientError
from django.conf import settings
from django.utils.text import slugify
from metering_billing.invoice_pdf import s3_bucket_exists, s3_file_exists
from metering_billing.models import Organization
from metering_bil... | null |
7,056 | import logging
import os
from decimal import Decimal
from io import BytesIO
import boto3
from botocore.exceptions import ClientError
from django.conf import settings
from django.forms.models import model_to_dict
from django.utils.text import slugify
from reportlab.lib.colors import Color, HexColor
from reportlab.lib.pa... | Transforms a datetime date into the correct format |
7,057 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,058 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,059 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,060 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,061 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,062 | import logging
from django.conf import settings
from django.utils.text import slugify
from metering_billing.utils import (
make_all_dates_times_strings,
make_all_decimals_floats,
now_utc,
)
from metering_billing.utils.enums import WEBHOOK_TRIGGER_EVENTS
from svix.api import MessageIn
logger = logging.getLog... | null |
7,063 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,064 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,065 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,066 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,067 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,068 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,069 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,070 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,071 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,072 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,073 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,074 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,075 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,076 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,077 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,078 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | Turn a decimal into cents. |
7,079 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,080 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,081 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,082 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,083 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,084 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,085 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,086 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,087 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,088 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,089 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,090 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,091 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,092 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,093 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,094 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,095 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,096 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,097 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,098 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,099 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,100 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,101 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,102 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,103 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | Return all rows from a cursor as a namedtuple |
7,104 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,105 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,106 | import collections
import datetime
import json
import uuid
from collections import OrderedDict, namedtuple
from collections.abc import MutableMapping, MutableSequence
from decimal import ROUND_DOWN, ROUND_HALF_UP, ROUND_UP, Decimal
import pytz
from dateutil import parser
from dateutil.relativedelta import relativedelta... | null |
7,107 | import math
def get_alpha(rate=30, cutoff=1):
tau = 1 / (2 * math.pi * cutoff)
te = 1 / rate
return 1 / (1 + tau / te) | null |
7,108 | from torch import nn
def conv(in_channels, out_channels, kernel_size=3, padding=1, bn=True, dilation=1, stride=1, relu=True, bias=True):
modules = [nn.Conv2d(in_channels, out_channels, kernel_size, stride, padding, dilation, bias=bias)]
if bn:
modules.append(nn.BatchNorm2d(out_channels))
if relu:
... | null |
7,109 | from torch import nn
def conv_dw(in_channels, out_channels, kernel_size=3, padding=1, stride=1, dilation=1):
return nn.Sequential(
nn.Conv2d(in_channels, in_channels, kernel_size, stride, padding, dilation=dilation, groups=in_channels, bias=False),
nn.BatchNorm2d(in_channels),
nn.ReLU(inpla... | null |
7,110 | from torch import nn
def conv_dw_no_bn(in_channels, out_channels, kernel_size=3, padding=1, stride=1, dilation=1):
return nn.Sequential(
nn.Conv2d(in_channels, in_channels, kernel_size, stride, padding, dilation=dilation, groups=in_channels, bias=False),
nn.ELU(inplace=True),
nn.Conv2d(in_... | null |
7,111 | import argparse
import cv2
import os
import torch
from torch.nn import DataParallel
import torch.optim as optim
from torch.utils.data import DataLoader
from torchvision import transforms
from datasets.coco import CocoTrainDataset
from datasets.transformations import ConvertKeypoints, Scale, Rotate, CropPad, Flip
from m... | null |
7,112 | import argparse
import cv2
import numpy as np
import torch
from models.with_mobilenet import PoseEstimationWithMobileNet
from modules.keypoints import extract_keypoints, group_keypoints
from modules.load_state import load_state
from modules.pose import Pose, track_poses
from val import normalize, pad_width
def infer_fa... | null |
7,113 | import copy
import json
import math
import os
import pickle
import cv2
import numpy as np
import pycocotools
from torch.utils.data.dataset import Dataset
def get_mask(segmentations, mask):
for segmentation in segmentations:
rle = pycocotools.mask.frPyObjects(segmentation, mask.shape[0], mask.shape[1])
... | null |
7,114 | import argparse
import torch
from models.with_mobilenet import PoseEstimationWithMobileNet
from modules.load_state import load_state
def convert_to_onnx(net, output_name):
input = torch.randn(1, 3, 256, 456)
input_names = ['data']
output_names = ['stage_0_output_1_heatmaps', 'stage_0_output_0_pafs',
... | null |
7,115 | import argparse
import json
import pickle
The provided code snippet includes necessary dependencies for implementing the `prepare_annotations` function. Write a Python function `def prepare_annotations(annotations_per_image, images_info, net_input_size)` to solve the following problem:
Prepare labels for training. For... | Prepare labels for training. For each annotated person calculates center to perform crop around it during the training. Also converts data to the internal format. :param annotations_per_image: all annotations for specified image id :param images_info: auxiliary information about all images :param net_input_size: networ... |
7,116 | from openai import OpenAI
import sys
import os
import configparser
API_KEYS_LOCATION = os.path.join(CONFIG_DIR, 'openaiapirc')
def create_template_ini_file():
"""
If the ini file does not exist create it and add the organization_id and
secret_key
"""
if not os.path.isfile(API_KEYS_LOCATION):
... | Initialize the OpenAI API |
7,117 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,118 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,119 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,120 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,121 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,122 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,123 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,124 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,125 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,126 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,127 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,128 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,129 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
7,130 | import re
from typing import Callable, List, Optional, Union
from sglang.backend.anthropic import Anthropic
from sglang.backend.base_backend import BaseBackend
from sglang.backend.openai import OpenAI
from sglang.backend.runtime_endpoint import RuntimeEndpoint
from sglang.backend.vertexai import VertexAI
from sglang.gl... | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.