id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
26,817 | from utils.fixseed import fixseed
import os
import numpy as np
import torch
from utils.parser_util import generate_args
from utils.model_util import create_model_and_diffusion, load_model_wo_clip
from utils import dist_util
from model.cfg_sampler import ClassifierFreeSampleModel
from data_loaders.get_data import get_da... | null |
26,818 | from utils.fixseed import fixseed
import os
import numpy as np
import torch
from utils.parser_util import generate_args
from utils.model_util import create_model_and_diffusion, load_model_wo_clip
from utils import dist_util
from model.cfg_sampler import ClassifierFreeSampleModel
from data_loaders.get_data import get_da... | null |
26,819 | import socket
import torch as th
import torch.distributed as dist
used_device = 0
The provided code snippet includes necessary dependencies for implementing the `setup_dist` function. Write a Python function `def setup_dist(device=0)` to solve the following problem:
Setup a distributed process group.
Here is the func... | Setup a distributed process group. |
26,820 | import socket
import torch as th
import torch.distributed as dist
The provided code snippet includes necessary dependencies for implementing the `sync_params` function. Write a Python function `def sync_params(params)` to solve the following problem:
Synchronize a sequence of Tensors across ranks from rank 0.
Here is... | Synchronize a sequence of Tensors across ranks from rank 0. |
26,821 | import socket
import torch as th
import torch.distributed as dist
def _find_free_port():
try:
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
s.bind(("", 0))
s.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
return s.getsockname()[1]
finally:
s.close() | null |
26,822 | import functools
from typing import Optional
import torch
import torch.nn.functional as F
def _axis_angle_rotation(axis: str, angle):
"""
Return the rotation matrices for one of the rotations about an axis
of which Euler angles describe, for each value of the angle given.
Args:
axis: Axis label ... | Convert rotations given as Euler angles in radians to rotation matrices. Args: euler_angles: Euler angles in radians as tensor of shape (..., 3). convention: Convention string of three uppercase letters from {"X", "Y", and "Z"}. Returns: Rotation matrices as tensor of shape (..., 3, 3). |
26,823 | import functools
from typing import Optional
import torch
import torch.nn.functional as F
def random_rotations(
n: int, dtype: Optional[torch.dtype] = None, device=None, requires_grad=False
):
"""
Generate random rotations as 3x3 rotation matrices.
Args:
n: Number of rotation matrices in a batch... | Generate a single random 3x3 rotation matrix. Args: dtype: Type to return device: Device of returned tensor. Default: if None, uses the current device for the default tensor type requires_grad: Whether the resulting tensor should have the gradient flag set Returns: Rotation matrix as tensor of shape (3, 3). |
26,824 | import functools
from typing import Optional
import torch
import torch.nn.functional as F
def standardize_quaternion(quaternions):
"""
Convert a unit quaternion to a standard form: one in which the real
part is non negative.
Args:
quaternions: Quaternions with real part first,
as ten... | Multiply two quaternions representing rotations, returning the quaternion representing their composition, i.e. the versor with nonnegative real part. Usual torch rules for broadcasting apply. Args: a: Quaternions as tensor of shape (..., 4), real part first. b: Quaternions as tensor of shape (..., 4), real part first. ... |
26,825 | import functools
from typing import Optional
import torch
import torch.nn.functional as F
def quaternion_raw_multiply(a, b):
"""
Multiply two quaternions.
Usual torch rules for broadcasting apply.
Args:
a: Quaternions as tensor of shape (..., 4), real part first.
b: Quaternions as tensor... | Apply the rotation given by a quaternion to a 3D point. Usual torch rules for broadcasting apply. Args: quaternion: Tensor of quaternions, real part first, of shape (..., 4). point: Tensor of 3D points of shape (..., 3). Returns: Tensor of rotated points of shape (..., 3). |
26,826 | import functools
from typing import Optional
import torch
import torch.nn.functional as F
def matrix_to_quaternion(matrix):
"""
Convert rotations given as rotation matrices to quaternions.
Args:
matrix: Rotation matrices as tensor of shape (..., 3, 3).
Returns:
quaternions with real part... | Convert rotations given as rotation matrices to axis/angle. Args: matrix: Rotation matrices as tensor of shape (..., 3, 3). Returns: Rotations given as a vector in axis angle form, as a tensor of shape (..., 3), where the magnitude is the angle turned anticlockwise in radians around the vector's direction. |
26,827 | from argparse import ArgumentParser
import argparse
import os
import json
def add_base_options(parser):
group = parser.add_argument_group('base')
group.add_argument("--cuda", default=True, type=bool, help="Use cuda device, otherwise use CPU.")
group.add_argument("--device", default=0, type=int, help="Device... | null |
26,828 | from argparse import ArgumentParser
import argparse
import os
import json
def parse_and_load_from_model(parser):
# args according to the loaded model
# do not try to specify them from cmd line since they will be overwritten
add_data_options(parser)
add_model_options(parser)
add_diffusion_options(par... | null |
26,829 | from argparse import ArgumentParser
import argparse
import os
import json
def parse_and_load_from_model(parser):
def add_base_options(parser):
def add_sampling_options(parser):
def add_edit_options(parser):
def edit_args():
parser = ArgumentParser()
# args specified by the user: (all other will be loaded from ... | null |
26,830 | from argparse import ArgumentParser
import argparse
import os
import json
def parse_and_load_from_model(parser):
# args according to the loaded model
# do not try to specify them from cmd line since they will be overwritten
add_data_options(parser)
add_model_options(parser)
add_diffusion_options(par... | null |
26,831 | import torch
def to_numpy(tensor):
if torch.is_tensor(tensor):
return tensor.cpu().numpy()
elif type(tensor).__module__ != 'numpy':
raise ValueError("Cannot convert {} to numpy array".format(
type(tensor)))
return tensor | null |
26,832 | import torch
def to_torch(ndarray):
if type(ndarray).__module__ == 'numpy':
return torch.from_numpy(ndarray)
elif not torch.is_tensor(ndarray):
raise ValueError("Cannot convert {} to torch tensor".format(
type(ndarray)))
return ndarray | null |
26,833 | import torch
def cleanexit():
import sys
import os
try:
sys.exit(0)
except SystemExit:
os._exit(0) | null |
26,834 | import torch
def load_model_wo_clip(model, state_dict):
missing_keys, unexpected_keys = model.load_state_dict(state_dict, strict=False)
assert len(unexpected_keys) == 0
assert all([k.startswith('clip_model.') for k in missing_keys]) | null |
26,835 | import torch
def freeze_joints(x, joints_to_freeze):
# Freezes selected joint *rotations* as they appear in the first frame
# x [bs, [root+n_joints], joint_dim(6), seqlen]
frozen = x.detach().clone()
frozen[:, joints_to_freeze, :, :] = frozen[:, joints_to_freeze, :, :1]
return frozen | null |
26,836 | from model.mdm import MDM
from diffusion import gaussian_diffusion as gd
from diffusion.respace import SpacedDiffusion, space_timesteps
from utils.parser_util import get_cond_mode
def load_model_wo_clip(model, state_dict):
missing_keys, unexpected_keys = model.load_state_dict(state_dict, strict=False)
assert l... | null |
26,837 | from model.mdm import MDM
from diffusion import gaussian_diffusion as gd
from diffusion.respace import SpacedDiffusion, space_timesteps
from utils.parser_util import get_cond_mode
def get_model_args(args, data):
# default args
clip_version = 'ViT-B/32'
action_emb = 'tensor'
cond_mode = get_cond_mode(arg... | null |
26,838 | from utils.parser_util import evaluation_parser
from utils.fixseed import fixseed
from datetime import datetime
from data_loaders.humanml.motion_loaders.model_motion_loaders import get_mdm_loader
from data_loaders.humanml.utils.metrics import *
from data_loaders.humanml.networks.evaluator_wrapper import EvaluatorMDMWr... | null |
26,839 | import numpy as np
import pickle as pkl
from utils.config import SMPL_KINTREE_PATH
def get_hop_distance(num_node, edge, max_hop=1):
A = np.zeros((num_node, num_node))
for i, j in edge:
A[j, i] = 1
A[i, j] = 1
# compute hop steps
hop_dis = np.zeros((num_node, num_node)) + np.inf
tra... | null |
26,840 | import numpy as np
import pickle as pkl
from utils.config import SMPL_KINTREE_PATH
def normalize_digraph(A):
Dl = np.sum(A, 0)
num_node = A.shape[0]
Dn = np.zeros((num_node, num_node))
for i in range(num_node):
if Dl[i] > 0:
Dn[i, i] = Dl[i]**(-1)
AD = np.dot(A, Dn)
return A... | null |
26,841 | import numpy as np
import pickle as pkl
from utils.config import SMPL_KINTREE_PATH
def normalize_undigraph(A):
Dl = np.sum(A, 0)
num_node = A.shape[0]
Dn = np.zeros((num_node, num_node))
for i in range(num_node):
if Dl[i] > 0:
Dn[i, i] = Dl[i]**(-0.5)
DAD = np.dot(np.dot(Dn, A),... | null |
26,842 | import torch
def calculate_accuracy(model, motion_loader, num_labels, classifier, device):
confusion = torch.zeros(num_labels, num_labels, dtype=torch.long)
with torch.no_grad():
for batch in motion_loader:
batch_prob = classifier(batch)["yhat"]
batch_pred = batch_prob.max(dim=1... | null |
26,843 | import torch
import numpy as np
def calculate_diversity_multimodality(activations, labels, num_labels, seed=None, unconstrained = False):
diversity_times = 200
multimodality_times = 20
if not unconstrained:
labels = labels.long()
num_motions = activations.shape[0] # len(labels)
diversity ... | null |
26,844 | import numpy as np
from scipy import linalg
def calculate_frechet_distance(mu1, sigma1, mu2, sigma2, eps=1e-6):
def calculate_fid(statistics_1, statistics_2):
return calculate_frechet_distance(statistics_1[0], statistics_1[1],
statistics_2[0], statistics_2[1]) | null |
26,845 | import torch
import torch.nn as nn
class MotionDiscriminator(nn.Module):
def __init__(self, input_size, hidden_size, hidden_layer, device, output_size=12, use_noise=None):
super(MotionDiscriminator, self).__init__()
self.device = device
self.input_size = input_size
self.hidden_size =... | null |
26,846 | import torch
import torch.nn as nn
class MotionDiscriminatorForFID(MotionDiscriminator):
def forward(self, motion_sequence, lengths=None, hidden_unit=None):
# dim (motion_length, num_samples, hidden_size)
bs, njoints, nfeats, num_frames = motion_sequence.shape
motion_sequence = motion_sequen... | null |
26,847 | import torch
def calculate_accuracy(model, motion_loader, num_labels, classifier, device):
confusion = torch.zeros(num_labels, num_labels, dtype=torch.long)
with torch.no_grad():
for batch in motion_loader:
batch_prob = classifier(batch["output_xyz"], lengths=batch["lengths"])
b... | null |
26,848 | import torch
import numpy as np
def calculate_diversity_multimodality(activations, labels, num_labels, unconstrained = False):
diversity_times = 200
multimodality_times = 20
if not unconstrained:
labels = labels.long()
num_motions = activations.shape[0] # len(labels)
diversity = 0
... | null |
26,849 | import yaml
def load_metrics(path):
with open(path, "r") as yfile:
string = yfile.read()
return yaml.load(string, yaml.loader.BaseLoader) | null |
26,853 | import copy
import torch
from tqdm import tqdm
import functools
from utils.fixseed import fixseed
from eval.a2m.stgcn.evaluate import Evaluation as STGCNEvaluation
from torch.utils.data import DataLoader
from data_loaders.tensors import collate
from .tools import format_metrics
import utils.rotation_conversions as geom... | null |
26,854 | import copy
import torch
from tqdm import tqdm
import functools
from utils.fixseed import fixseed
from eval.a2m.stgcn.evaluate import Evaluation as STGCNEvaluation
from torch.utils.data import DataLoader
from data_loaders.tensors import collate
from .tools import format_metrics
import utils.rotation_conversions as geom... | null |
26,855 | import copy
import os
import numpy as np
from tqdm import tqdm
import torch
import functools
from torch.utils.data import DataLoader
from utils.fixseed import fixseed
from data_loaders.tensors import collate
from eval.a2m.action2motion.evaluate import A2MEvaluation
from eval.unconstrained.evaluate import evaluate_uncon... | null |
26,856 | import os
import torch
import re
from utils import dist_util
from model.cfg_sampler import ClassifierFreeSampleModel
from data_loaders.get_data import get_dataset_loader
from eval.a2m.tools import save_metrics
from utils.parser_util import evaluation_parser
from utils.fixseed import fixseed
from utils.model_util import... | null |
26,857 | import os
from setuptools import find_packages, setup
def read(fname):
with open(os.path.join(os.path.dirname(__file__), fname)) as f:
return f.read() | null |
26,858 | import math
import torch
from torch.optim.optimizer import Optimizer, required
The provided code snippet includes necessary dependencies for implementing the `centralized_gradient` function. Write a Python function `def centralized_gradient(x, use_gc=True, gc_conv_only=False)` to solve the following problem:
credit - ... | credit - https://github.com/Yonghongwei/Gradient-Centralization |
26,859 | import setuptools
with open('requirements.txt') as f:
for line in f.read().splitlines():
if line.startswith('# extras'):
break
requirements.append(line)
def readme():
with open('README.md', encoding='utf8') as f:
README = f.read()
return README | null |
26,860 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,861 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,862 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,863 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,864 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,865 | from datetime import datetime
from typing import List, Tuple
from mage_ai.api.errors import ApiError
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db.models.oauth import (
Oauth2AccessToken,
Permission,
Role,
User,
)
from mage_ai.settings import (
DISABLE_NOTEBOOK_EDI... | null |
26,866 | import asyncio
from typing import Any, Callable, Dict, Tuple
from mage_ai.api.constants import (
ATTRIBUTE_OPERATION_TYPE_DISABLE_TO_ACCESS_MAPPING,
ATTRIBUTE_OPERATION_TYPE_TO_ACCESS_MAPPING,
OPERATION_TYPE_DISABLE_TO_ACCESS_MAPPING,
OPERATION_TYPE_TO_ACCESS_MAPPING,
AttributeOperationType,
)
from ... | null |
26,867 | from mage_ai.api.oauth_scope import OauthScope
from mage_ai.api.operations import constants
from mage_ai.api.policies.BasePolicy import BasePolicy
from mage_ai.api.presenters.PipelineSchedulePresenter import PipelineSchedulePresenter
from mage_ai.data_preparation.models.pipelines.interactions import PipelineInteraction... | null |
26,868 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
async def parse_read(parser, value: Dict, **kwargs) -> Dict:
return {} | null |
26,869 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.api.presenters.RolePresenter import RolePresenter
from mage_ai.sh... | null |
26,870 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.api.policies.PipelineSchedulePolicy import (
READABLE_ATTRIBU... | null |
26,871 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.api.policies.PipelineSchedulePolicy import (
READABLE_ATTRIBU... | null |
26,872 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.api.policies.PipelineSchedulePolicy import (
READABLE_ATTRIBU... | null |
26,873 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.api.policies.PipelineSchedulePolicy import (
READABLE_ATTRIBU... | null |
26,874 | from typing import Dict
from mage_ai.api.constants import AuthorizeStatusType
from mage_ai.api.oauth_scope import OauthScopeType
from mage_ai.api.operations.constants import OperationType
from mage_ai.api.parsers.BaseParser import BaseParser
from mage_ai.shared.hash import extract
def extract(d, keys, include_blank_va... | null |
26,875 | import importlib
import importlib.util
import inspect
from collections import UserList
from typing import Any, Callable, Dict, List, Union
import dateutil.parser
import inflection
from mage_ai import settings
from mage_ai.api.api_context import ApiContext
from mage_ai.api.errors import ApiError
from mage_ai.api.monitor... | null |
26,876 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
def build_load(associated_resource_class, **kwargs):
associated_id_column_name = '{}_id'.format(kwargs.get(
'attribute', associated_resource_class.resource_name_singular()), )
def _load(resour... | null |
26,877 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
def build_load_select(current_resource, associated_resource_class, **kwargs):
associated_id_column_name = '{}_id'.format(
kwargs.get('attribute', current_resource.resource_name_singular()),
)
... | null |
26,878 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
def find(condition, arr, map=None):
def build_select_find(query_column_name):
def _select(resource, arr):
return find(
lambda res: res.id == getattr(
resource,
... | null |
26,879 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
def build_select_filter(query_column_name):
def _select(resource, arr):
return list(
filter(
lambda res: resource.id == getattr(
res,
... | null |
26,880 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
class User(BaseModel):
avatar = Column(String(255), default=None)
email = Column(String(255), default=None, index=True, unique=True)
first_name = Column(String(255), default=None)
last_name = C... | null |
26,881 | import importlib
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.shared.array import find
def find(condition, arr, map=None):
def select_user(resource, arr):
return find(lambda res: res.id == resource.user_id, arr) | null |
26,882 | from mage_ai.api.constants import META_KEY_LIMIT, META_KEY_OFFSET
from typing import Dict, List
META_KEY_LIMIT = '_limit'
META_KEY_OFFSET = '_offset'
def limit_collection(results: List, query: Dict) -> List:
limit = query.get(META_KEY_LIMIT, [None])
if limit:
limit = limit[0]
offset = query.get(M... | null |
26,883 | from typing import Dict
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.cache.block_action_object.constants import (
OBJECT_TYPE_BLOCK_FILE,
OBJECT_TYPE_CUSTOM_BLOCK_TEMPLATE,
OBJECT_TYPE_MAGE_TEMPLATE,
)
from mage_ai.data_preparation.models.constants import (
BlockLanguag... | null |
26,884 | import asyncio
import urllib.parse
from datetime import datetime, timedelta
from enum import Enum
from typing import Dict, List
from sqlalchemy import or_
from sqlalchemy.orm import aliased
from mage_ai.ai.constants import LLMUseCase
from mage_ai.api.operations.constants import (
DELETE,
DETAIL,
META_KEY_LI... | null |
26,885 | import os
import shutil
import urllib.parse
from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.data_preparation.models.errors import FileNotInProjectError
from mage_ai.data_preparation.models.file import ensure_file_is_in_projec... | null |
26,886 | import os
import subprocess
import uuid
import yaml
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.cache.block_action_object import BlockActionObjectCache
from mage_ai.cache.file import FileCache
from mage_ai.data_preparation.models.project import Project
from mage_ai.data_preparation.mo... | null |
26,887 | import os
from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.data_preparation.preferences import get_preferences
from mage_ai.data_preparation.shared.secrets import create_secret
from mage_ai.data_preparation.sync import (
G... | null |
26,888 | import os
from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.data_preparation.preferences import get_preferences
from mage_ai.data_preparation.shared.secrets import create_secret
from mage_ai.data_preparation.sync import (
G... | null |
26,889 | import os
from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.data_preparation.preferences import get_preferences
from mage_ai.data_preparation.shared.secrets import create_secret
from mage_ai.data_preparation.sync import (
G... | null |
26,890 | import collections
import uuid
from datetime import datetime
import pytz
from sqlalchemy import case
from sqlalchemy.orm import joinedload
from sqlalchemy.sql.expression import func
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.models.pipeline import Pipeline
from mag... | null |
26,891 | import collections
import uuid
from datetime import datetime
import pytz
from sqlalchemy import case
from sqlalchemy.orm import joinedload
from sqlalchemy.sql.expression import func
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.models.pipeline import Pipeline
from mag... | null |
26,892 | from mage_ai.api.errors import ApiError
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.api.utils import get_access_for_roles
from mage_ai.authentication.oauth2 import encode_token, generate_access_token
from mage_ai.authentication.passwords import (
create_bcrypt_hash,
generate... | null |
26,893 | from mage_ai.api.errors import ApiError
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.api.utils import get_access_for_roles
from mage_ai.authentication.oauth2 import encode_token, generate_access_token
from mage_ai.authentication.passwords import (
create_bcrypt_hash,
generate... | null |
26,894 | from mage_ai.api.errors import ApiError
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.api.utils import get_access_for_roles
from mage_ai.authentication.oauth2 import encode_token, generate_access_token
from mage_ai.authentication.passwords import (
create_bcrypt_hash,
generate... | null |
26,895 | from mage_ai.api.errors import ApiError
from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.api.utils import get_access_for_roles
from mage_ai.authentication.oauth2 import encode_token, generate_access_token
from mage_ai.authentication.passwords import (
create_bcrypt_hash,
generate... | null |
26,896 | from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.authentication.oauth.constants import ProviderName
from mage_ai.data_preparation.git import api
from mage_ai.data_preparation.git.clients.base import Client as GitClient
from ma... | null |
26,897 | import asyncio
import urllib.parse
from typing import Dict
from mage_ai.api.resources.AsyncBaseResource import AsyncBaseResource
from mage_ai.api.resources.mixins.version_control_errors import VersionControlErrors
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.version_control.models import File
cl... | null |
26,898 | import asyncio
import urllib.parse
from typing import Dict
from mage_ai.api.resources.AsyncBaseResource import AsyncBaseResource
from mage_ai.api.resources.mixins.version_control_errors import VersionControlErrors
from mage_ai.orchestration.db.models.oauth import User
from mage_ai.version_control.models import File
cl... | null |
26,899 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,900 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,901 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,902 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,903 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,904 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,905 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,906 | from mage_ai.api.resources.DatabaseResource import DatabaseResource
from mage_ai.data_preparation.repo_manager import get_project_uuid
from mage_ai.orchestration.constants import Entity
from mage_ai.orchestration.db import db_connection, safe_db_query
from mage_ai.orchestration.db.models.oauth import Role, RolePermissi... | null |
26,907 | import traceback
import urllib.parse
from typing import Dict, List
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.api.resources.PipelineRunResource import PipelineRunResource
from mage_ai.api.resources.PipelineScheduleResource import PipelineScheduleResource
from mage_ai.data_integration... | null |
26,908 | import asyncio
from typing import Dict, List
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.AsyncBaseResource import AsyncBaseResource
from mage_ai.api.resources.PipelineResource import PipelineResource
from mage_ai.authentication.permissions.constants import EntityName
from mage_ai.data_preparation... | null |
26,909 | import asyncio
from typing import Dict, List
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.AsyncBaseResource import AsyncBaseResource
from mage_ai.api.resources.PipelineResource import PipelineResource
from mage_ai.authentication.permissions.constants import EntityName
from mage_ai.data_preparation... | null |
26,910 | from typing import Dict
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.data_preparation.models.variable import VariableType
from mage_ai.data_preparation.variable_manager import (
VariableManager,
delete_global_variable,
get_global_vari... | null |
26,911 | import os
from typing import Dict, List
from mage_ai.api.errors import ApiError
from mage_ai.api.resources.GenericResource import GenericResource
from mage_ai.authentication.oauth.constants import ProviderName
from mage_ai.data_preparation.git import REMOTE_NAME, Git, api
from mage_ai.data_preparation.git.clients.base ... | null |
26,912 | import json
from datetime import datetime
from functools import reduce
from typing import Dict, List, Tuple, Union
import simplejson
from mage_ai.api.logging import debug, error, info
from mage_ai.api.operations.base import BaseOperation
from mage_ai.api.operations.constants import CREATE, DELETE, DETAIL, LIST, UPDATE
... | null |
26,913 | from typing import Dict
def build_event_data_for_chart(chart_config: Dict = None) -> Dict:
if not chart_config:
return {}
data_source = chart_config.get('data_source') or {}
configuration = chart_config.get('configuration') or {}
group_by = configuration.get('group_by')
metrics = configura... | null |
26,914 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
def files_in_single_path(path):
f = []
# dirpath, dirnames, filenames
for (dirpath, _, filenames) in os.walk(path):
f.extend([os.path.jo... | null |
26,915 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
def convert_pandas_dtype_to_python_type(dtype):
dtype = str(dtype)
if dtype in ['int64', 'integer']:
return int
elif 'float' in dtype:
... | null |
26,916 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
def convert_python_type_to_redshift_type(python_type):
if python_type is int:
return 'BIGINT'
elif python_type is float:
return 'FLO... | null |
26,917 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
def convert_python_type_to_bigquery_type(python_type):
if python_type is int:
return 'INT64'
elif python_type is float:
return 'FLOA... | null |
26,918 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
The provided code snippet includes necessary dependencies for implementing the `convert_python_type_to_trino_type` function. Write a Python function `def co... | This method converts Python Data Type to Trino Data Type It also allows for the user to set TIMESTAMP precision using the usr_data_type dict Args: python_type: Python Data Type usr_data_types (dict | None): Trino settings dict containing user data type modifications Returns: str: Trino SQL Data Type string |
26,919 | import os
import re
import socket
from datetime import datetime
from pathlib import Path
from typing import Dict, List
from mage_ai.shared.strings import replacer
def convert_python_type_to_clickhouse_type(python_type):
if python_type is int:
return 'Nullable(Int64)'
elif python_type is float:
... | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.