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#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/finalizer/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.303520 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/finalizer/manager.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.350565 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/finalizer/tagging_base.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.546231 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/finalizer/tagging_s3.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.636238 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/manager.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.650950 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/finalizer/tagging_ebs.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.704226 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/metrics/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:20.791688 | # -*- coding: utf-8 -*-
#
#
# Copyright 2014 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/metrics/manager.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.283919 | # -*- coding: utf-8 -*-
#
#
# Copyright 2014 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/provisioner/apt.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.285321 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/metrics/logger.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.287686 | # -*- coding: utf-8 -*-
#
#
# Copyright 2014 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/provisioner/aptitude.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.483494 | # -*- coding: utf-8 -*-
#
#
# Copyright 2014 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/provisioner/manager.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.746439 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/provisioner/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.759651 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/volume/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.934559 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/volume/manager.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.935570 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/util/linux.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.936029 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/util/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.957671 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/volume/linux.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:21.970688 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/util/metrics.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:22.023660 | # -*- coding: utf-8 -*-
#
#
# Copyright 2014 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/TestAptProvisionerPlugin.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:22.379237 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | setup.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:22.407216 | #
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable la... |
Netflix/aminator | https://github.com/Netflix/aminator | null | null | null | null | 958 | null | null | apache-2.0 | null | null | null | null | null | null | null | aminator/plugins/provisioner/yum.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:26.488649 | # -*- coding: utf-8 -*-
#
#
# Copyright 2013 Netflix, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/device_sku_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.922672 | from dataclasses import dataclass, field
from vidur.config.base_fixed_config import BaseFixedConfig
from vidur.logger import init_logger
from vidur.types import DeviceSKUType
logger = init_logger(__name__)
@dataclass
class BaseDeviceSKUConfig(BaseFixedConfig):
fp16_tflops: int
total_memory_gb: int
@datacl... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/setup.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.924654 | from setuptools import find_packages, setup
setup(
author="MSR-India Systems Group; Systems for AI Lab, Georgia Tech",
python_requires='>=3.10',
description="A LLM inference cluster simulator",
include_package_data=True,
keywords='vidur',
name='vidur',
packages=find_packages(include=['vidu... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/tests/test_pd_separation.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.925191 | """
Tests for PD (Prefill-Decode) separation configuration and cluster behavior.
Covers:
- PD off (pd_node_ratio=1): config init and MIXED mode
- PD on (pd_node_ratio=0.5): cluster creation with independent P/D clusters
- PD params None fallback: prefill_*/decode_* fall back to shared values
- Illegal pd_node_... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/base_fixed_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.928788 | from abc import ABC
from dataclasses import dataclass
from typing import Any
from vidur.config.utils import get_all_subclasses
@dataclass
class BaseFixedConfig(ABC):
@classmethod
def create_from_type(cls, type_: Any) -> Any:
for subclass in get_all_subclasses(cls):
if subclass.get_type()... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/model_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.931052 | from dataclasses import dataclass, field
from typing import Any, Dict, Optional
from vidur.config.base_fixed_config import BaseFixedConfig
from vidur.logger import init_logger
from vidur.types import ActivationType, NormType
logger = init_logger(__name__)
@dataclass
class BaseModelConfig(BaseFixedConfig):
num_l... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | astra-sim-alibabacloud/inputs/topo/gen_Topo_Template.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.933515 | """
This file can generate topology of AlibabaHPN, Spectrum-X, DCN+.
Users can freely customize the topology according to their needs。
"""
import argparse
import warnings
def Rail_Opti_SingleToR(parameters):
nodes_per_asw = parameters['nics_per_aswitch']
asw_switch_num_per_segment = parameters['gpu_per_server... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/flat_dataclass.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.936064 | import json
from argparse import (
ArgumentDefaultsHelpFormatter,
ArgumentParser,
BooleanOptionalAction,
)
from collections import defaultdict, deque
from dataclasses import MISSING, fields, make_dataclass
from typing import Any, get_args
from vidur.config.base_poly_config import BasePolyConfig
from vidur.... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.937297 | import json
import os
from abc import ABC
from dataclasses import dataclass, field
from datetime import datetime
from typing import List, Optional
from vidur.config.base_poly_config import BasePolyConfig
from vidur.config.device_sku_config import BaseDeviceSKUConfig
from vidur.config.flat_dataclass import create_flat_... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/base_poly_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:28.955637 | from abc import ABC
from dataclasses import dataclass
from typing import Any
from vidur.config.utils import get_all_subclasses
@dataclass
class BasePolyConfig(ABC):
@classmethod
def create_from_type(cls, type_: Any) -> Any:
for subclass in get_all_subclasses(cls):
if subclass.get_type() ... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/bottleneck_analyzer.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.533829 | from vidur.config_optimizer.analyzer.bottleneck_cases import *
class BottleneckAnalyzer:
"""
Why I can't get more capacity out of my replica?
C1. Violates TFFT SLO
C1.1 Limited by max batch size - Batch size saturated - mean memory usage is low.
C1.2 Limited by memory availability - Memor... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.538955 | from dataclasses import fields, is_dataclass
from typing import Union, get_args, get_origin
primitive_types = {int, str, float, bool, type(None)}
def get_all_subclasses(cls):
subclasses = cls.__subclasses__()
return subclasses + [g for s in subclasses for g in get_all_subclasses(s)]
def is_primitive_type(f... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config/node_sku_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.546346 | from dataclasses import dataclass, field
from vidur.config.base_fixed_config import BaseFixedConfig
from vidur.logger import init_logger
from vidur.types import DeviceSKUType, NodeSKUType
logger = init_logger(__name__)
# num_devices_per_node is used in sklearn_execution_time_predictor.py:
# - L72: devices_per_nod... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/bottleneck_cases.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.563804 | from abc import ABC, abstractmethod
import numpy as np
TTFT_THRESHOLD = 0.8
TBT_THRESHOLD = 0.8
LOW_BATCH_SIZE_PERCENTILE = 75
LOW_BATCH_SIZE_THRESHOLD = 0.9
LOW_MEMORY_MEMORY_THRESHOLD = 0.7
LOW_MEMORY_BATCH_SIZE_PERCENTILE = 75
LOW_MEMORY_BATCH_SIZE_THRESHOLD = 0.7
LOW_PREFILL_THROUGHPUT_PIPELINE_BUBBLES_IDLE_THRES... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/config_compare_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.568348 | from itertools import product
import pandas as pd
import streamlit as st
from vidur.config_optimizer.analyzer.constants import AXIS_COLS
from vidur.config_optimizer.analyzer.dashboard.utils import add_small_divider, plot_cdf
def render_comparison_points(df):
configs_to_remove = []
rows_to_render = []
CO... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/best_config_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.597453 | import numpy as np
import plotly.graph_objs as go
import streamlit as st
from vidur.config_optimizer.analyzer.bottleneck_analyzer import BottleneckAnalyzer
from vidur.config_optimizer.analyzer.constants import AXIS_COLS, AXIS_COLS_LONG_TO_SHORT
from vidur.config_optimizer.analyzer.dashboard.utils import (
add_adva... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/constants.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:29.598042 | CONFIG_KEY = [
"replica_num_pipeline_stages",
"replica_num_tensor_parallel_workers",
"replica_device",
"cluster_num_replicas",
"replica_scheduler_batch_size_cap",
"replica_scheduler_provider",
"sarathi_scheduler_chunk_size",
]
METRICS = {
"request_e2e_time_normalized": "Normalized Reque... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/cost_analysis_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.333016 | import plotly.express as px
import streamlit as st
from vidur.config_optimizer.analyzer.bottleneck_analyzer import BottleneckAnalyzer
from vidur.config_optimizer.analyzer.constants import AXIS_COLS
from vidur.config_optimizer.analyzer.dashboard.utils import (
add_advanced_filters,
add_model_trace_selector,
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.401561 | from paretoset import paretoset
def get_near_pareto_mask(df, metric_col, percentile, tolerance=0.1):
metric_col = f"{metric_col}_{percentile}"
paretoset_mask = paretoset(
df[["capacity_per_dollar", metric_col]], sense=["max", "min"]
)
pareto_df = df[paretoset_mask]
# iterate over all the... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/search_analysis_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.425239 | import streamlit as st
from vidur.config_optimizer.analyzer.constants import AXIS_COLS
from vidur.config_optimizer.analyzer.dashboard.utils import add_small_divider, plot_cdf
def render_search_instances(df):
cols = st.columns([1] * len(df))
for idx, (_, config_row) in enumerate(df.iterrows()):
col =... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.425781 | import argparse
import os
import pandas as pd
import streamlit as st
st.set_page_config(page_title="Vidur Demo", layout="wide")
from vidur.config_optimizer.analyzer.constants import AXIS_COLS, PRETTY_NAMES
from vidur.config_optimizer.analyzer.dashboard.best_config_page import (
render_best_config_selection_page,... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/stats_extractor.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.508176 | import argparse
import glob
import json
import os
from multiprocessing import Pool
import numpy as np
import pandas as pd
import yaml
from vidur.config_optimizer.analyzer.constants import CPU_MACHINE_COST, GPU_COSTS
from vidur.logger import init_logger
logger = init_logger(__name__)
def extract_stat_from_request_m... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/pareto_curve_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.591879 | import pandas as pd
import plotly.express as px
import plotly.graph_objs as go
import streamlit as st
from paretoset import paretoset
from vidur.config_optimizer.analyzer.bottleneck_analyzer import BottleneckAnalyzer
from vidur.config_optimizer.analyzer.constants import AXIS_COLS
from vidur.config_optimizer.analyzer.d... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.798209 | import plotly.express as px
import randomname
import streamlit as st
from vidur.config_optimizer.analyzer.constants import AXIS_COLS, PRETTY_NAMES
def hide_anchor_link():
st.markdown(
"""
<style>
.st-emotion-cache-15zrgzn.e1nzilvr3 {display: none}
</style>
""",
uns... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/capacity_search.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.946944 | import argparse
import glob
import os
import platform
import shlex
from subprocess import Popen
import pandas as pd
import ray
from vidur.config_optimizer.config_explorer.config import JobConfig, SimulationConfig
from vidur.config_optimizer.config_explorer.ray_utils import (
CpuAssignmentManager,
get_ip,
)
fr... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/config/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.948815 | from vidur.config_optimizer.config_explorer.config.config import (
ClusterConfig,
JobConfig,
ModelConfig,
SchedulerConfig,
SimulationConfig,
TraceConfig,
)
__all__ = [
JobConfig,
SimulationConfig,
TraceConfig,
SchedulerConfig,
ClusterConfig,
ModelConfig,
]
|
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/config_explorer.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:30.997056 | import argparse
import copy
import ray
from vidur.config_optimizer.config_explorer.capacity_search import CapacitySearch
from vidur.config_optimizer.config_explorer.config import JobConfig
from vidur.config_optimizer.config_explorer.ray_utils import (
CpuAssignmentManager,
RayParallelRunner,
run_on_each_n... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/config/config.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.009990 | import hashlib
from dataclasses import dataclass
from itertools import product
from typing import List, Optional
@dataclass
class ModelConfig:
name: str
identifier: str
exclude_tp_dims: List[int] = None
def get_key(self):
return self.name
def to_config_dict(self):
return {
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.072694 | """
Automated search for capacity for different systems via latency vs qps data.
A system is characterised by:
1. trace
2. model
3. sku
4. scheduler
"""
import argparse
import json
import os
import time
import yaml
from vidur.config_optimizer.config_explorer.config_explorer import ConfigExplo... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/config_explorer/ray_utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.102873 | import os
import platform
import socket
import time
from typing import Optional
import ray
def get_ip() -> str:
# special handling for macos
if platform.system() == "Darwin":
return "127.0.0.1"
s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
s.settimeout(0)
try:
s.connect(("... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.148931 | from vidur.entities.batch import Batch
from vidur.entities.batch_stage import BatchStage
from vidur.entities.cluster import Cluster
from vidur.entities.execution_time import ExecutionTime
from vidur.entities.replica import Replica
from vidur.entities.request import Request
# >
from vidur.entities.task import Task
from ... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/dashboard/intro_page.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.346497 | import streamlit as st
from vidur.config_optimizer.analyzer.dashboard.utils import add_small_divider
def render_intro_page():
st.markdown("## Vidur Demo: Config Explorer")
add_small_divider()
st.markdown(
"Vidur helps you explore how different system configuration parameters affect LLM inference ... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/base_entity.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.379207 | class BaseEntity:
_id = -1
@classmethod
def generate_id(cls):
cls._id += 1
return cls._id
@property
def id(self) -> int:
return self._id
def __str__(self) -> str:
# use to_dict to get a dict representation of the object
# and convert it to a string
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/batch_stage.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.486127 | from typing import List
from vidur.entities.base_entity import BaseEntity
from vidur.entities.request import Request
from vidur.logger import init_logger
logger = init_logger(__name__)
# a decorator which checks if the request has been scheduled
def check_scheduled(func):
def wrapper(self, *args, **kwargs):
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/batch.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.527524 | from typing import List
from vidur.entities.base_entity import BaseEntity
from vidur.entities.request import Request
from vidur.logger import init_logger
logger = init_logger(__name__)
# a decorator which checks if the request has been scheduled
def check_scheduled(func):
def wrapper(self, *args, **kwargs):
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/config_optimizer/analyzer/generate_pareto_curves.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.528108 | import argparse
import os
import matplotlib.colors as mcolors
import matplotlib.lines as mlines
import matplotlib.patches as mpatches
import matplotlib.pyplot as plt
import pandas as pd
from matplotlib.colors import LinearSegmentedColormap
from paretoset import paretoset
from vidur.config_optimizer.analyzer.constants... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/cluster.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.610548 | import json
from vidur.config import BaseRequestGeneratorConfig, ClusterConfig, MetricsConfig
from vidur.entities.base_entity import BaseEntity
from vidur.entities.replica import Replica
from vidur.logger import init_logger
logger = init_logger(__name__)
# Cluster contains multiple Replicas
class Cluster(BaseEntity... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/flow.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.613804 | import logging
from dataclasses import dataclass, field
from enum import IntEnum
# from instance import Instance
# from metrics import FlowMetrics, FlowSLO
# from model import Model, ModelArchitecture
# from node import Node
# from simulator import clock, schedule_event, cancel_event, reschedule_event
... |
aliyun/SimAI | https://github.com/aliyun/SimAI | null | null | null | null | 956 | null | null | apache-2.0 | null | null | null | null | null | null | null | vidur-alibabacloud/vidur/entities/execution_time.py | null | null | null | null | null | null | Python | 2026-05-04T02:39:31.632088 | from vidur.entities.base_entity import BaseEntity
from vidur.config import (
BaseExecutionTimePredictorConfig,
BaseReplicaSchedulerConfig,
MetricsConfig,
ReplicaConfig,
)
from vidur.logger import init_logger
import os
import sys
import subprocess
import json
import time as time_module
from pathlib impo... |
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