mirror of
https://github.com/NVIDIA-NeMo/DataDesigner
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f8c201e085
* update script * update headers * refactor a bit and add test script * update headers * update for edge case * update headers * add step to get file creation date * use git history to get copyright year * generation type is printed with inference parameters * fix unit test
65 lines
2.8 KiB
Python
65 lines
2.8 KiB
Python
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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# SPDX-License-Identifier: Apache-2.0
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from data_designer.engine.models.usage import ModelUsageStats, RequestUsageStats, TokenUsageStats
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def test_token_usage_stats():
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token_usage_stats = TokenUsageStats()
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assert token_usage_stats.input_tokens == 0
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assert token_usage_stats.output_tokens == 0
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assert token_usage_stats.total_tokens == 0
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assert token_usage_stats.has_usage is False
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token_usage_stats.extend(input_tokens=10, output_tokens=20)
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assert token_usage_stats.input_tokens == 10
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assert token_usage_stats.output_tokens == 20
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assert token_usage_stats.total_tokens == 30
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assert token_usage_stats.has_usage is True
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def test_request_usage_stats():
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request_usage_stats = RequestUsageStats()
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assert request_usage_stats.successful_requests == 0
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assert request_usage_stats.failed_requests == 0
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assert request_usage_stats.total_requests == 0
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assert request_usage_stats.has_usage is False
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request_usage_stats.extend(successful_requests=10, failed_requests=20)
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assert request_usage_stats.successful_requests == 10
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assert request_usage_stats.failed_requests == 20
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assert request_usage_stats.total_requests == 30
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assert request_usage_stats.has_usage is True
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def test_model_usage_stats():
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model_usage_stats = ModelUsageStats()
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assert model_usage_stats.token_usage.input_tokens == 0
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assert model_usage_stats.token_usage.output_tokens == 0
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assert model_usage_stats.request_usage.successful_requests == 0
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assert model_usage_stats.request_usage.failed_requests == 0
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assert model_usage_stats.has_usage is False
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assert model_usage_stats.get_usage_stats(total_time_elapsed=10) == {
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"token_usage": {"input_tokens": 0, "output_tokens": 0, "total_tokens": 0},
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"request_usage": {"successful_requests": 0, "failed_requests": 0, "total_requests": 0},
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"tokens_per_second": 0,
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"requests_per_minute": 0,
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}
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model_usage_stats.extend(
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token_usage=TokenUsageStats(input_tokens=10, output_tokens=20),
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request_usage=RequestUsageStats(successful_requests=2, failed_requests=1),
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)
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assert model_usage_stats.token_usage.input_tokens == 10
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assert model_usage_stats.token_usage.output_tokens == 20
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assert model_usage_stats.request_usage.successful_requests == 2
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assert model_usage_stats.request_usage.failed_requests == 1
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assert model_usage_stats.has_usage is True
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assert model_usage_stats.get_usage_stats(total_time_elapsed=2) == {
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"token_usage": {"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
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"request_usage": {"successful_requests": 2, "failed_requests": 1, "total_requests": 3},
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"tokens_per_second": 15,
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"requests_per_minute": 90,
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}
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