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sglang
examples/frontend_language/usage/json_decode.py
.py
""" Usage: python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000 python json_decode.py """ from enum import Enum from pydantic import BaseModel import sglang as sgl from sglang.srt.constrained.outlines_backend import build_regex_from_object character_regex = ( r"""\{\n""" + ...
84
2,216
sglang
examples/frontend_language/usage/cot_decoding.py
.py
from math import exp from pprint import pformat import sglang as sgl YELLOW = "\033[1;33m" GREEN = "\033[1;32m" BLUE = "\033[1;34m" CLEAR = "\033[1;0m" @sgl.function def cot_decoding(s, question, get_top_k, is_chat_model, verbose): """CoT Decoding: http://arxiv.org/abs/2402.10200""" if is_chat_model: ...
116
3,893
sglang
examples/frontend_language/usage/choices_logprob.py
.py
""" Usage: python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000 python choices_logprob.py """ import sglang as sgl @sgl.function def tool_use(s, question): s += "To answer this question: " + question + ", " s += "I need to use a " + sgl.gen("tool", choices=["calculator", "se...
45
1,354
sglang
examples/frontend_language/usage/readme_examples.py
.py
""" Usage: python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000 python readme_examples.py """ import sglang as sgl @sgl.function def tool_use(s, question): s += "To answer this question: " + question + ". " s += ( "I need to use a " + sgl.gen("tool", choices=...
110
2,670
sglang
examples/frontend_language/usage/chinese_regex.py
.py
import sglang as sgl character_regex = ( r"""\{\n""" + r""" "姓名": "[^"]{1,32}",\n""" + r""" "学院": "(格兰芬多|赫奇帕奇|拉文克劳|斯莱特林)",\n""" + r""" "血型": "(纯血|混血|麻瓜)",\n""" + r""" "职业": "(学生|教师|傲罗|魔法部|食死徒|凤凰社成员)",\n""" + r""" "魔杖": \{\n""" + r""" "材质": "[^"]{1,32}",\n""" + r"""...
54
1,554
sglang
examples/frontend_language/usage/openai_chat_speculative.py
.py
""" Usage: ***Note: for speculative execution to work, user must put all "gen" in "assistant". Show in "assistant" the desired answer format. Each "gen" term should have a stop token. The stream mode is not supported in speculative execution. E.g. correct: sgl.assistant("\nName:" + sgl.gen("name", stop="\n") + "\n...
156
4,910
sglang
examples/frontend_language/usage/openai_speculative.py
.py
""" Usage: python3 openai_speculative.py """ from sglang import OpenAI, function, gen, set_default_backend @function(num_api_spec_tokens=64) def gen_character_spec(s): s += "Construct a character within the following format:\n" s += "Name: Steve Jobs.\nBirthday: February 24, 1955.\nJob: Apple CEO.\n" s +...
55
1,742
sglang
examples/frontend_language/usage/streaming.py
.py
""" Usage: python3 streaming.py """ import asyncio import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) s += sgl.user(question_2) s ...
50
1,155
sglang
examples/frontend_language/usage/triton/models/character_generation/1/model.py
.py
import numpy import triton_python_backend_utils as pb_utils from pydantic import BaseModel import sglang as sgl from sglang import function from sglang.srt.constrained.outlines_backend import build_regex_from_object sgl.set_default_backend(sgl.RuntimeEndpoint("http://localhost:30000")) class Character(BaseModel): ...
56
1,624
sglang
examples/frontend_language/usage/llava_video/srt_example_llava_v.py
.py
""" Usage: pip install opencv-python-headless python3 srt_example_llava_v.py """ import argparse import csv import json import os import time import requests import sglang as sgl @sgl.function def video_qa(s, num_frames, video_path, question): s += sgl.user(sgl.video(video_path, num_frames) + question) s ...
261
9,268
sglang
examples/frontend_language/quick_start/openai_example_n.py
.py
""" Usage: export OPENAI_API_KEY=sk-****** python3 openai_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=1024, n=2)) ...
72
1,886
sglang
examples/frontend_language/quick_start/openai_example_chat.py
.py
""" Usage: export OPENAI_API_KEY=sk-****** python3 openai_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) s += s...
75
1,785
sglang
examples/frontend_language/quick_start/openai_example_o1.py
.py
""" Usage: export OPENAI_API_KEY=sk-****** python3 openai_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=100)) s += s...
58
1,397
sglang
examples/frontend_language/quick_start/gemini_example_multimodal_chat.py
.py
""" Usage: export GCP_PROJECT_ID=****** python3 gemini_example_multimodal_chat.py """ import sglang as sgl @sgl.function def image_qa(s, image_file1, image_file2, question): s += sgl.user(sgl.image(image_file1) + sgl.image(image_file2) + question) s += sgl.assistant(sgl.gen("answer", max_tokens=256)) if __...
31
738
sglang
examples/frontend_language/quick_start/anthropic_example_complete.py
.py
""" Usage: export ANTHROPIC_API_KEY=sk-****** python3 anthropic_example_complete.py """ import sglang as sgl @sgl.function def few_shot_qa(s, question): s += """ \n\nHuman: What is the capital of France? \n\nAssistant: Paris \n\nHuman: What is the capital of Germany? \n\nAssistant: Berlin \n\nHuman: What is the ...
69
1,526
sglang
examples/frontend_language/quick_start/gemini_example_complete.py
.py
""" Usage: export GCP_PROJECT_ID=****** python3 gemini_example_complete.py """ import sglang as sgl @sgl.function def few_shot_qa(s, question): s += """The following are questions with answers. Q: What is the capital of France? A: Paris Q: What is the capital of Germany? A: Berlin Q: What is the capital of Italy...
69
1,475
sglang
examples/frontend_language/quick_start/local_example_complete.py
.py
""" Usage: python3 local_example_complete.py """ import sglang as sgl @sgl.function def few_shot_qa(s, question): s += """The following are questions with answers. Q: What is the capital of France? A: Paris Q: What is the capital of Germany? A: Berlin Q: What is the capital of Italy? A: Rome """ s += "Q: " +...
71
1,520
sglang
examples/frontend_language/quick_start/orcarouter_example_chat.py
.py
""" Usage: export ORCAROUTER_API_KEY=sk-orca-****** python3 orcarouter_example_chat.py """ import os import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max...
84
2,093
sglang
examples/frontend_language/quick_start/azure_openai_example_chat.py
.py
""" Usage: export AZURE_OPENAI_API_KEY=sk-****** python3 openai_example_chat.py """ import os import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens...
84
2,034
sglang
examples/frontend_language/quick_start/openai_example_complete.py
.py
""" Usage: export OPENAI_API_KEY=sk-****** python3 openai_example_complete.py """ import sglang as sgl @sgl.function def few_shot_qa(s, question): s += """The following are questions with answers. Q: What is the capital of France? A: Paris Q: What is the capital of Germany? A: Berlin Q: What is the capital of It...
69
1,488
sglang
examples/frontend_language/quick_start/together_example_chat.py
.py
""" Usage: export TOGETHER_API_KEY=sk-****** python3 together_example_chat.py """ import os import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=2...
82
1,971
sglang
examples/frontend_language/quick_start/local_example_chat.py
.py
""" Usage: python3 local_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) s += sgl.user(question_2) s += sgl.assistant(sgl.gen("answer_2", max_tokens=256)) def...
76
1,774
sglang
examples/frontend_language/quick_start/gemini_example_chat.py
.py
""" Usage: export GCP_PROJECT_ID=****** python3 gemini_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) s += sgl.user(question_2) s += sgl.assistant(sgl.gen("ans...
74
1,729
sglang
examples/frontend_language/quick_start/together_example_complete.py
.py
""" Usage: export TOGETHER_API_KEY=sk-****** python3 together_example_complete.py """ import os import sglang as sgl @sgl.function def few_shot_qa(s, question): s += """The following are questions with answers. Q: What is the capital of France? A: Paris Q: What is the capital of Germany? A: Berlin Q: What is th...
77
1,694
sglang
examples/frontend_language/quick_start/anthropic_example_chat.py
.py
""" Usage: export ANTHROPIC_API_KEY=sk-****** python3 anthropic_example_chat.py """ import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) s += sgl.user(question_2) s += sgl.assistant(sgl...
74
1,752
sglang
examples/frontend_language/quick_start/local_example_llava_next.py
.py
""" Usage: python3 local_example_llava_next.py """ import sglang as sgl from sglang.lang.chat_template import get_chat_template @sgl.function def image_qa(s, image_path, question): s += sgl.user(sgl.image(image_path) + question) s += sgl.assistant(sgl.gen("answer")) def single(): state = image_qa.run( ...
79
2,007
sglang
examples/frontend_language/quick_start/openrouter_example_chat.py
.py
""" Usage: export OPENROUTER_API_KEY=sk-****** python3 together_example_chat.py """ import os import sglang as sgl @sgl.function def multi_turn_question(s, question_1, question_2): s += sgl.system("You are a helpful assistant.") s += sgl.user(question_1) s += sgl.assistant(sgl.gen("answer_1", max_tokens...
82
1,963
sglang
examples/runtime/reward_model.py
.py
# launch server # python -m sglang.launch_server --model LxzGordon/URM-LLaMa-3.1-8B --is-embedding import requests url = "http://127.0.0.1:30000" PROMPT = ( "What is the range of the numeric output of a sigmoid node in a neural network?" ) RESPONSE1 = "The output of a sigmoid node is bounded between -1 and 1." R...
33
830
sglang
examples/runtime/lora.py
.py
""" OpenAI-compatible LoRA adapter usage with SGLang. Server Setup: python -m sglang.launch_server \\ --model meta-llama/Llama-3.1-8B-Instruct \\ --enable-lora \\ --lora-paths sql=/path/to/sql python=/path/to/python """ import openai client = openai.Client(base_url="http://127.0.0.1:30000...
68
2,245
sglang
examples/runtime/multimodal_embedding.py
.py
# launch server # python -m sglang.launch_server --model-path Alibaba-NLP/gme-Qwen2-VL-2B-Instruct --is-embedding import requests url = "http://127.0.0.1:30000" text_input = "Represent this image in embedding space." image_path = "https://huggingface.co/datasets/liuhaotian/llava-bench-in-the-wild/resolve/main/images...
19
583
sglang
examples/runtime/openai_chat_with_response_prefill.py
.py
""" Usage: 1) Launch the server in one terminal: python -m sglang.launch_server --model-path meta-llama/Llama-3.1-8B-Instruct --port 30000 2) Run this script in another terminal: python openai_chat_with_response_prefill.py This example demonstrates two chat completion calls: - One with continue_final_message en...
54
1,899
sglang
examples/runtime/qwen3_vl_reranker.py
.py
""" Example usage of Qwen3-VL-Reranker with SGLang. This example demonstrates how to use the Qwen3-VL-Reranker model for multimodal reranking tasks, supporting text, images, and videos. Server Launch: python -m sglang.launch_server \ --model-path Qwen/Qwen3-VL-Reranker-2B \ --served-model-name Qwe...
186
6,143
sglang
examples/runtime/vertex_predict.py
.py
""" Usage: python -m sglang.launch_server --model meta-llama/Llama-2-7b-hf --port 30000 python vertex_predict.py This example shows the request and response formats of the prediction route for Google Cloud Vertex AI Online Predictions. Vertex AI SDK for Python is recommended for deploying models to Vertex AI instead ...
67
1,889
sglang
examples/runtime/chain_of_verification.py
.py
#!/usr/bin/env python3 """Chain-of-Verification (CoVe) example for reducing LLM hallucinations with SGLang. This script implements the "Factored CoVe" pattern from: Dhuliawala et al. (2023) "Chain-of-Verification Reduces Hallucination in Large Language Models" https://arxiv.org/abs/2309.11495 The key insight (Fac...
279
9,740
sglang
examples/runtime/hidden_states/hidden_states_engine.py
.py
""" Usage: python hidden_states_engine.py CUDA graphs use the configured maximum hidden-state mode. Requests may select that mode or a weaker one without triggering mode-dependent recapture. """ import torch import sglang as sgl def main(): prompts = [ "Hello, my name is", "The president of the...
59
1,633
sglang
examples/runtime/hidden_states/hidden_states_server.py
.py
""" Usage: python hidden_states_server.py CUDA graphs use the configured maximum hidden-state mode. Requests may select that mode or a weaker one without triggering mode-dependent recapture. """ import requests import torch from sglang.test.test_utils import is_in_ci from sglang.utils import terminate_process, wait...
76
1,960
sglang
examples/runtime/engine/offline_batch_inference_eagle.py
.py
import sglang as sgl def main(): # Sample prompts. prompts = [ "Hello, my name is", "The president of the United States is", "The capital of France is", "The future of AI is", ] # Create a sampling params object. sampling_params = {"temperature": 0, "max_new_tokens...
39
1,204
sglang
examples/runtime/engine/offline_batch_inference_vlm.py
.py
""" Usage: python offline_batch_inference_vlm.py --model-path Qwen/Qwen2-VL-7B-Instruct """ import argparse import dataclasses import sglang as sgl from sglang.srt.parser.conversation import chat_templates from sglang.srt.server_args import ServerArgs def main( server_args: ServerArgs, ): vlm = sgl.Engine(*...
53
1,415
sglang
examples/runtime/engine/save_sharded_state.py
.py
# SPDX-License-Identifier: Apache-2.0 """ Saves each worker's model state dict directly to a checkpoint, which enables a fast load path for large tensor-parallel models where each worker only needs to read its own shard rather than the entire checkpoint. Example usage: python save_sharded_state.py \ --model-path ...
76
2,142
sglang
examples/runtime/engine/launch_engine.py
.py
""" This example demonstrates how to launch the offline engine. """ import sglang as sgl def main(): llm = sgl.Engine(model_path="meta-llama/Meta-Llama-3.1-8B-Instruct") llm.generate("What is the capital of France?") llm.shutdown() # The __main__ condition is necessary here because we use "spawn" to cr...
18
518
sglang
examples/runtime/engine/save_remote_state.py
.py
# SPDX-License-Identifier: Apache-2.0 """ Saves each worker's model state dict directly to a checkpoint, which enables a fast load path for large tensor-parallel models where each worker only needs to read its own shard rather than the entire checkpoint. Example usage: python save_remote_state.py \ --model-path /...
61
1,590
sglang
examples/runtime/engine/offline_batch_inference_async.py
.py
""" Usage: python offline_batch_inference_async.py --model-path Qwen/Qwen2-VL-7B-Instruct Note: This demo shows the usage of async generation, which is useful to implement an online-like generation with batched inference. """ import argparse import asyncio import dataclasses import time import sglang as sgl from sgl...
66
1,739
sglang
examples/runtime/engine/offline_batch_inference_qwen_1m.py
.py
""" Usage: python3 offline_batch_inference.py """ from urllib.request import urlopen import sglang as sgl def load_prompt() -> str: # Test cases with various lengths can be found at: # # https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen2.5-1M/test-data/64k.txt # https://qianwen-res.oss-cn-beijing...
75
2,040
sglang
examples/runtime/engine/offline_batch_inference.py
.py
""" Usage: python3 offline_batch_inference.py --model meta-llama/Llama-3.1-8B-Instruct """ import argparse import dataclasses import sglang as sgl from sglang.srt.server_args import ServerArgs def main( server_args: ServerArgs, ): # Sample prompts. prompts = [ "Hello, my name is", "The ...
44
1,287
sglang
examples/runtime/engine/fastapi_engine_inference.py
.py
""" FastAPI server example for text generation using SGLang Engine and demonstrating client usage. Starts the server, sends requests to it, and prints responses. Usage: python fastapi_engine_inference.py --model-path Qwen/Qwen2.5-0.5B-Instruct --tp_size 1 --host 127.0.0.1 --port 8000 [--startup-timeout 60] """ impor...
196
6,591
sglang
examples/runtime/engine/custom_server.py
.py
from sanic import Sanic, text from sanic.response import json import sglang as sgl engine = None # Create an instance of the Sanic app app = Sanic("sanic-server") # Define an asynchronous route handler @app.route("/generate", methods=["POST"]) async def generate(request): prompt = request.json.get("prompt") ...
54
1,317
sglang
examples/runtime/engine/embedding.py
.py
import sglang as sgl def main(): # Sample prompts. prompts = [ "Hello, my name is", "The president of the United States is", "The capital of France is", "The future of AI is", ] # Create an LLM. llm = sgl.Engine( model_path="Alibaba-NLP/gte-Qwen2-1.5B-instru...
28
873
sglang
examples/runtime/multimodal/pixtral_server.py
.py
""" Usage: # Run a Pixtral model with SGLang: # HuggingFace: python -m sglang.launch_server --model-path mistral-community/pixtral-12b --port=30000 # ModelScope: python -m sglang.launch_server --model-path AI-ModelScope/pixtral-12b --port=30000 # Then test it with: python pixtral_server.py This script tests Pixtral m...
130
3,908
sglang
examples/runtime/multimodal/qwen_llava_server.py
.py
""" Usage: # Installing latest llava-next: pip install git+https://github.com/LLaVA-VL/LLaVA-NeXT.git # Installing latest sglang. # Endpoint Service CLI: python -m sglang.launch_server --model-path lmms-lab/llava-next-72b --port=30000 --tp-size=8 python3 qwen_llava_server.py Output: "Two children pose with a large t...
114
3,625
sglang
examples/runtime/multimodal/llama3_llava_server.py
.py
""" Usage: # Installing latest llava-next: pip install git+https://github.com/LLaVA-VL/LLaVA-NeXT.git # Installing latest sglang. # Endpoint Service CLI: python -m sglang.launch_server --model-path lmms-lab/llama3-llava-next-8b --port=30000 python3 llama3_llava_server.py Output: "Friends posing for a fun photo with ...
114
3,620
sglang
examples/runtime/multimodal/llava_onevision_server.py
.py
""" Usage: python3 -m sglang.launch_server --model-path lmms-lab/llava-onevision-qwen2-72b-ov --port=30000 --tp-size=8 python3 llava_onevision_server.py """ import io import os import sys import time import numpy as np import openai import pybase64 import requests from PIL import Image from sglang.srt.utils.video_...
266
8,216
sglang
examples/runtime/token_in_token_out/token_in_token_out_llm_server.py
.py
""" Usage: python token_in_token_out_llm_server.py """ import requests from sglang.srt.utils.hf_transformers_utils import get_tokenizer from sglang.test.test_utils import is_in_ci from sglang.utils import terminate_process, wait_for_server if is_in_ci(): from docs.backend.patch import launch_server_cmd else: ...
69
1,740
sglang
examples/runtime/token_in_token_out/token_in_token_out_vlm_engine.py
.py
import argparse import dataclasses from typing import Tuple from transformers import AutoProcessor from sglang import Engine from sglang.lang.chat_template import get_chat_template_by_model_path from sglang.srt.configs.model_config import ModelConfig from sglang.srt.server_args import ServerArgs from sglang.test.test...
75
2,003
sglang
examples/runtime/token_in_token_out/token_in_token_out_llm_engine.py
.py
""" This example demonstrates how to provide tokenized ids to LLM as input instead of text prompt, i.e. a token-in-token-out workflow. """ import sglang as sgl from sglang.srt.utils.hf_transformers_utils import get_tokenizer MODEL_PATH = "meta-llama/Llama-3.1-8B-Instruct" def main(): # Sample prompts. promp...
44
1,497
sglang
examples/runtime/token_in_token_out/token_in_token_out_vlm_server.py
.py
""" Usage: python token_in_token_out_vlm_server.py """ from typing import Tuple import requests from transformers import AutoProcessor from sglang.lang.chat_template import get_chat_template_by_model_path from sglang.test.test_utils import DEFAULT_IMAGE_URL, is_in_ci from sglang.utils import terminate_process, wai...
79
1,811
interactive-coding-challenges
staging/sorting_searching/group_ordered/test_group_ordered.py
.py
import unittest class TestGroupOrdered(unittest.TestCase): def test_group_ordered(self, func): self.assertEqual(func(None), None) print('Success: ' + func.__name__ + " None case.") self.assertEqual(func([]), []) print('Success: ' + func.__name__ + " Empty case.") self.asse...
32
1,040
interactive-coding-challenges
staging/graphs_trees/binary_tree/binary_search_tree.py
.py
class Node (object): def __init__ (self, data): self.data = data self.rightChild = None self.leftChild = None class BinaryTree (object): def __init__ (self): self.root = None def insert (self, newData): leaf = Node(newData) if self.root is None: self.root = leaf else: current = self.root p...
156
3,231
interactive-coding-challenges
staging/graphs_trees/binary_tree/test_binary_search_tree.py
.py
import unittest class TestBinaryTree(unittest.TestCase): def test_insert_traversals (self): myTree = BinaryTree() myTree2 = BinaryTree() for num in [50, 30, 70, 10, 40, 60, 80, 7, 25, 38]: myTree.insert(num) [myTree2.insert(num) for num in range (1, 100, 10)] print("Test: insert checking with in order ...
81
2,238
interactive-coding-challenges
staging/arrays_strings/reverse_words/reverse_words_solution.py
.py
import unittest class TestReverseWords(unittest.TestCase): def testReverseWords(self, func): self.assertEqual(func('the sun is hot'), 'eht nus si toh') self.assertEqual(func(''), None) self.assertEqual(func('123 456 789'), '321 654 987') self.assertEqual(func('magi...
21
499
interactive-coding-challenges
recursion_dynamic/longest_substring/test_longest_common_substr.py
.py
import unittest class TestLongestCommonSubstr(unittest.TestCase): def test_longest_common_substr(self): str_comp = StringCompare() self.assertRaises(TypeError, str_comp.longest_common_substr, None, None) self.assertEqual(str_comp.longest_common_substr('', ''), '') str0 = 'ABCDEFGH...
24
639
interactive-coding-challenges
recursion_dynamic/coin_change_ways/test_coin_change_ways.py
.py
import unittest class Challenge(unittest.TestCase): def test_coin_change_ways(self,solution): self.assertEqual(solution(0, [1, 2]), 0) self.assertEqual(solution(100, [1, 2, 3]), 884) self.assertEqual(solution(1000, range(1, 101)), 15658181104580771094597751280645) ...
21
487
interactive-coding-challenges
recursion_dynamic/knapsack_01/test_knapsack.py
.py
import unittest class TestKnapsack(unittest.TestCase): def test_knapsack_bottom_up(self): knapsack = Knapsack() self.assertRaises(TypeError, knapsack.fill_knapsack, None, None) self.assertEqual(knapsack.fill_knapsack(0, 0), 0) items = [] items.append(Item(label='a', value=...
48
1,701
interactive-coding-challenges
recursion_dynamic/magic_index/test_find_magic_index.py
.py
import unittest class TestFindMagicIndex(unittest.TestCase): def test_find_magic_index(self): magic_index = MagicIndex() self.assertEqual(magic_index.find_magic_index(None), -1) self.assertEqual(magic_index.find_magic_index([]), -1) array = [-4, -2, 2, 6, 6, 6, 6, 10] self...
26
753
interactive-coding-challenges
recursion_dynamic/grid_path/test_grid_path.py
.py
import unittest class TestGridPath(unittest.TestCase): def test_grid_path(self): grid = Grid() self.assertEqual(grid.find_path(None), None) self.assertEqual(grid.find_path([[]]), None) max_rows = 8 max_cols = 4 matrix = [[1] * max_cols for _ in range(max_rows)] ...
40
1,020
interactive-coding-challenges
recursion_dynamic/coin_change_min/test_coin_change_min.py
.py
import unittest class TestCoinChange(unittest.TestCase): def test_coin_change(self): coin_changer = CoinChanger() self.assertRaises(TypeError, coin_changer.make_change, None, None) self.assertEqual(coin_changer.make_change([], 0), 0) self.assertEqual(coin_changer.make_change([1, 2...
23
622
interactive-coding-challenges
recursion_dynamic/longest_common_subsequence/test_longest_common_subseq.py
.py
import unittest class TestLongestCommonSubseq(unittest.TestCase): def test_longest_common_subseq(self): str_comp = StringCompare() self.assertRaises(TypeError, str_comp.longest_common_subseq, None, None) self.assertEqual(str_comp.longest_common_subseq('', ''), '') str0 = 'ABCDEFGH...
24
639
interactive-coding-challenges
recursion_dynamic/permutations/test_permutations.py
.py
import unittest class TestPermutations(unittest.TestCase): def test_permutations(self): permutations = Permutations() self.assertEqual(permutations.find_permutations(None), None) self.assertEqual(permutations.find_permutations(''), '') string = 'AABC' expected = [ ...
27
685
interactive-coding-challenges
recursion_dynamic/hanoi/test_hanoi.py
.py
import unittest class TestHanoi(unittest.TestCase): def test_hanoi(self): hanoi = Hanoi() num_disks = 3 src = Stack() buff = Stack() dest = Stack() print('Test: None towers') self.assertRaises(TypeError, hanoi.move_disks, num_disks, None, None, None) ...
42
1,002
interactive-coding-challenges
recursion_dynamic/max_profit_k/test_max_profit.py
.py
import unittest class TestMaxProfit(unittest.TestCase): def test_max_profit(self): stock_trader = StockTrader() self.assertRaises(TypeError, stock_trader.find_max_profit, None, None) self.assertEqual(stock_trader.find_max_profit(prices=[], k=0), []) prices = [5, 4, 3, 2, 1] ...
44
1,564
interactive-coding-challenges
recursion_dynamic/knapsack_unbounded/test_knapsack_unbounded.py
.py
import unittest class TestKnapsack(unittest.TestCase): def test_knapsack(self): knapsack = Knapsack() self.assertRaises(TypeError, knapsack.fill_knapsack, None, None) self.assertEqual(knapsack.fill_knapsack(0, 0), 0) items = [] items.append(Item(label='a', value=1, weight=...
30
862
interactive-coding-challenges
recursion_dynamic/longest_substr_k_distinct/test_longest_substr.py
.py
import unittest class TestSolution(unittest.TestCase): def test_longest_substr(self): solution = Solution() self.assertRaises(TypeError, solution.longest_substr, None) self.assertEqual(solution.longest_substr('', k=3), 0) self.assertEqual(solution.longest_substr('abcabcdefgghiij',...
22
566
interactive-coding-challenges
recursion_dynamic/fibonacci/test_fibonacci.py
.py
import unittest class TestFib(unittest.TestCase): def test_fib(self, func): result = [] expected = [0, 1, 1, 2, 3, 5, 8, 13, 21, 34] for i in range(len(expected)): result.append(func(i)) self.assertEqual(result, expected) print('Success: test_fib') def main()...
25
513
interactive-coding-challenges
recursion_dynamic/longest_inc_subseq/test_longest_increasing_subseq.py
.py
import unittest class TestLongestIncreasingSubseq(unittest.TestCase): def test_longest_increasing_subseq(self): subseq = Subsequence() self.assertRaises(TypeError, subseq.longest_inc_subseq, None) self.assertEqual(subseq.longest_inc_subseq([]), []) seq = [3, 4, -1, 0, 6, 2, 3] ...
23
611
interactive-coding-challenges
recursion_dynamic/steps/test_steps.py
.py
import unittest class TestSteps(unittest.TestCase): def test_steps(self): steps = Steps() self.assertRaises(TypeError, steps.count_ways, None) self.assertRaises(TypeError, steps.count_ways, -1) self.assertEqual(steps.count_ways(0), 1) self.assertEqual(steps.count_ways(1), ...
26
658
interactive-coding-challenges
recursion_dynamic/matrix_mult/test_find_min_cost.py
.py
import unittest class TestMatrixMultiplicationCost(unittest.TestCase): def test_find_min_cost(self): matrix_mult_cost = MatrixMultiplicationCost() self.assertRaises(TypeError, matrix_mult_cost.find_min_cost, None) self.assertEqual(matrix_mult_cost.find_min_cost([]), 0) matrices = ...
26
718
interactive-coding-challenges
recursion_dynamic/coin_change/test_coin_change.py
.py
import unittest class Challenge(unittest.TestCase): def test_coin_change(self): coin_changer = CoinChanger() self.assertEqual(coin_changer.make_change([1, 2], 0), 0) self.assertEqual(coin_changer.make_change([1, 2, 3], 5), 5) self.assertEqual(coin_changer.make_change([1, 5, 25, 50...
21
479
interactive-coding-challenges
recursion_dynamic/power_set/test_power_set.py
.py
import unittest class TestPowerSet(unittest.TestCase): def test_power_set(self): input_set = '' expected = [''] self.run_test(input_set, expected) input_set = 'a' expected = ['a', ''] self.run_test(input_set, expected) input_set = 'ab' expected = ['...
40
1,069
interactive-coding-challenges
recursion_dynamic/n_pairs_parentheses/test_n_pairs_parentheses.py
.py
import unittest class TestPairParentheses(unittest.TestCase): def test_pair_parentheses(self): parentheses = Parentheses() self.assertRaises(TypeError, parentheses.find_pair, None) self.assertRaises(ValueError, parentheses.find_pair, -1) self.assertEqual(parentheses.find_pair(0), ...
29
963
interactive-coding-challenges
bit_manipulation/flip_bit/test_flip_bit.py
.py
import unittest class TestBits(unittest.TestCase): def test_flip_bit(self): bits = Bits() self.assertRaises(TypeError, bits.flip_bit, None) self.assertEqual(bits.flip_bit(0), 1) self.assertEqual(bits.flip_bit(-1), bits.MAX_BITS) num = int('00001111110111011110001111110000'...
30
829
interactive-coding-challenges
bit_manipulation/insert_m_into_n/test_insert_m_into_n.py
.py
import unittest class TestBit(unittest.TestCase): def test_insert_m_into_n(self): n = int('0000010000111101', base=2) m = int('0000000000010011', base=2) expected = int('0000010001001101', base=2) bits = Bits() self.assertEqual(bits.insert_m_into_n(m, n, i=2, j=6), expecte...
22
477
interactive-coding-challenges
bit_manipulation/print_binary/test_print_binary.py
.py
import unittest class TestBits(unittest.TestCase): def test_print_binary(self): bit = Bits() self.assertEqual(bit.print_binary(None), 'ERROR') self.assertEqual(bit.print_binary(0), 'ERROR') self.assertEqual(bit.print_binary(1), 'ERROR') num = 0.625 expected = '0.10...
26
613
interactive-coding-challenges
bit_manipulation/get_next/test_get_next_largest.py
.py
import unittest class TestBits(unittest.TestCase): def test_get_next_largest(self): bits = Bits() self.assertRaises(Exception, bits.get_next_largest, None) self.assertRaises(Exception, bits.get_next_largest, 0) self.assertRaises(Exception, bits.get_next_largest, -1) num = ...
34
1,095
interactive-coding-challenges
bit_manipulation/bit/test_bit.py
.py
import unittest class TestBit(unittest.TestCase): def test_bit(self): number = int('10001110', base=2) bit = Bit(number) self.assertEqual(bit.get_bit(index=3), True) expected = int('10011110', base=2) self.assertEqual(bit.set_bit(index=4), expected) bit = Bit(numbe...
39
1,208
interactive-coding-challenges
bit_manipulation/draw_line/test_draw_line.py
.py
import unittest class TestBitsScreen(unittest.TestCase): def test_draw_line(self): bits_screen = BitsScreen() screen = [] for _ in range(20): screen.append(int('00000000', base=2)) bits_screen.draw_line(screen, width=32, x1=68, x2=80) self.assertEqual(screen[8]...
29
863
interactive-coding-challenges
bit_manipulation/pairwise_swap/test_pairwise_swap.py
.py
import unittest class TestBits(unittest.TestCase): def test_pairwise_swap(self): bits = Bits() self.assertEqual(bits.pairwise_swap(0), 0) self.assertEqual(bits.pairwise_swap(1), 1) num = int('0000100111110110', base=2) expected = int('0000011011111001', base=2) sel...
25
592
interactive-coding-challenges
bit_manipulation/bits_to_flip/test_bits_to_flip.py
.py
import unittest class TestBits(unittest.TestCase): def test_bits_to_flip(self): bits = Bits() a = int('11101', base=2) b = int('01111', base=2) expected = 2 self.assertEqual(bits.bits_to_flip(a, b), expected) print('Success: test_bits_to_flip') def main(): te...
22
405
interactive-coding-challenges
online_judges/str_diff/test_str_diff.py
.py
import unittest class TestFindDiff(unittest.TestCase): def test_find_diff(self): solution = Solution() self.assertRaises(TypeError, solution.find_diff, None) self.assertEqual(solution.find_diff('aaabbcdd', 'abdbacade'), 'e') print('Success: test_find_diff') def main(): test ...
20
403
interactive-coding-challenges
online_judges/island_perimeter/test_island_perimeter.py
.py
import unittest class TestIslandPerimeter(unittest.TestCase): def test_island_perimeter(self): solution = Solution() self.assertRaises(TypeError, solution.island_perimeter, None) data = [[1, 0]] expected = 4 self.assertEqual(solution.island_perimeter(data), expected) ...
28
693
interactive-coding-challenges
online_judges/merge_ranges/test_merge_ranges.py
.py
import unittest class TestMergeRanges(unittest.TestCase): def test_merge_ranges(self): solution = Solution() self.assertRaises(TypeError, solution.merge_ranges, None) self.assertEqual(solution.merge_ranges([]), []) array = [(2, 3), (7, 9)] expected = [(2, 3), (7, 9)] ...
29
841
interactive-coding-challenges
online_judges/move_zeroes/test_move_zeroes.py
.py
import unittest class TestMoveZeroes(unittest.TestCase): def test_move_zeroes(self): solution = Solution() self.assertRaises(TypeError, solution.move_zeroes, None) array = [0, 1, 0, 3, 12] solution.move_zeroes(array) self.assertEqual(array, [1, 3, 12, 0, 0]) array ...
37
942
interactive-coding-challenges
online_judges/ransom_note/test_ransom_note.py
.py
import unittest class TestRansomNote(unittest.TestCase): def test_ransom_note(self): solution = Solution() self.assertRaises(TypeError, solution.match_note_to_magazine, None, None) self.assertEqual(solution.match_note_to_magazine('', ''), True) self.assertEqual(solution.match_note...
23
658
interactive-coding-challenges
online_judges/sentence_screen_fit/test_count_sentence_fit.py
.py
import unittest class TestSolution(unittest.TestCase): def test_count_sentence_fit(self): solution = Solution() self.assertRaises(TypeError, solution.count_sentence_fit, None, None, None) self.assertRaises(ValueError, solution.count_sentence_fit, ...
34
1,033
interactive-coding-challenges
online_judges/sum_two/test_sum_two.py
.py
import unittest class TestSumTwo(unittest.TestCase): def test_sum_two(self): solution = Solution() self.assertRaises(TypeError, solution.sum_two, None) self.assertEqual(solution.sum_two(5, 7), 12) self.assertEqual(solution.sum_two(-5, -7), -12) self.assertEqual(solution.su...
22
479
interactive-coding-challenges
online_judges/mult_other_numbers/test_mult_other_numbers.py
.py
import unittest class TestMultOtherNumbers(unittest.TestCase): def test_mult_other_numbers(self): solution = Solution() self.assertRaises(TypeError, solution.mult_other_numbers, None) self.assertEqual(solution.mult_other_numbers([0]), []) self.assertEqual(solution.mult_other_numbe...
23
673
interactive-coding-challenges
online_judges/max_profit/test_max_profit.py
.py
import unittest class TestMaxProfit(unittest.TestCase): def test_max_profit(self): solution = Solution() self.assertRaises(TypeError, solution.find_max_profit, None) self.assertRaises(ValueError, solution.find_max_profit, []) self.assertEqual(solution.find_max_profit([8, 5, 3, 2, ...
22
556
interactive-coding-challenges
online_judges/maximizing_xor/test_maximizing_xor.py
.py
import unittest class TestMaximizingXor(unittest.TestCase): def test_maximizing_xor(self): solution = Solution() self.assertEqual(solution.max_xor(10, 15), 7) print('Success: test_maximizing_xor') def main(): test = TestMaximizingXor() test.test_maximizing_xor() if __name__ ==...
19
344
interactive-coding-challenges
online_judges/license_key/test_format_license_key.py
.py
import unittest class TestSolution(unittest.TestCase): def test_format_license_key(self): solution = Solution() self.assertRaises(TypeError, solution.format_license_key, None, None) license_key = '---' k = 3 expected = '' self.assertEqual(solution.format_license_ke...
30
834
interactive-coding-challenges
online_judges/utopian_tree/test_utopian_tree.py
.py
import unittest class TestUtopianTree(unittest.TestCase): def test_utopian_tree(self): solution = Solution() self.assertEqual(solution.calc_utopian_tree_height(0), 1) self.assertEqual(solution.calc_utopian_tree_height(1), 2) self.assertEqual(solution.calc_utopian_tree_height(4), 7...
21
478
interactive-coding-challenges
online_judges/sub_two/test_sub_two.py
.py
import unittest class TestSubTwo(unittest.TestCase): def test_sub_two(self): solution = Solution() self.assertRaises(TypeError, solution.sub_two, None) self.assertEqual(solution.sub_two(7, 5), 2) self.assertEqual(solution.sub_two(-5, -7), 2) self.assertEqual(solution.sub_t...
23
531
interactive-coding-challenges
online_judges/assign_cookies/test_assign_cookie.py
.py
import unittest class TestAssignCookie(unittest.TestCase): def test_assign_cookie(self): solution = Solution() self.assertRaises(TypeError, solution.find_content_children, None, None) self.assertEqual(solution.find_content_children([1, 2, 3], ...
25
780