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| 1 | +# Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved. |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +import argparse |
| 16 | + |
| 17 | +from nemo_curator.utils.script_utils import ArgumentHelper |
| 18 | + |
| 19 | + |
| 20 | +class TestArgumentHelper: |
| 21 | + def test_argument_helper(self): |
| 22 | + parser = argparse.ArgumentParser() |
| 23 | + argument_helper = ArgumentHelper(parser) |
| 24 | + assert "--version" in argument_helper.parser.format_help() |
| 25 | + |
| 26 | + def test_attach_bool_arg(self): |
| 27 | + parser = argparse.ArgumentParser() |
| 28 | + argument_helper = ArgumentHelper(parser) |
| 29 | + argument_helper.attach_bool_arg( |
| 30 | + argument_helper.parser, "test", default=False, help="test help" |
| 31 | + ) |
| 32 | + assert "--test" in parser.format_help() |
| 33 | + assert "test help" in parser.format_help() |
| 34 | + assert "--no-test" in parser.format_help() |
| 35 | + |
| 36 | + def test_add_arg_batch_size(self): |
| 37 | + parser = argparse.ArgumentParser() |
| 38 | + argument_helper = ArgumentHelper(parser) |
| 39 | + argument_helper.add_arg_batch_size() |
| 40 | + assert "--batch-size" in argument_helper.parser.format_help() |
| 41 | + |
| 42 | + def test_add_arg_device(self): |
| 43 | + parser = argparse.ArgumentParser() |
| 44 | + argument_helper = ArgumentHelper(parser) |
| 45 | + argument_helper.add_arg_device() |
| 46 | + assert "--device" in argument_helper.parser.format_help() |
| 47 | + |
| 48 | + def test_add_arg_enable_spilling(self): |
| 49 | + parser = argparse.ArgumentParser() |
| 50 | + argument_helper = ArgumentHelper(parser) |
| 51 | + argument_helper.add_arg_enable_spilling() |
| 52 | + assert "--enable-spilling" in argument_helper.parser.format_help() |
| 53 | + |
| 54 | + def test_add_arg_language(self): |
| 55 | + parser = argparse.ArgumentParser() |
| 56 | + argument_helper = ArgumentHelper(parser) |
| 57 | + help = "The language of the dataset to be read in." |
| 58 | + argument_helper.add_arg_language(help=help) |
| 59 | + assert "--language" in argument_helper.parser.format_help() |
| 60 | + assert help in argument_helper.parser.format_help() |
| 61 | + |
| 62 | + def test_add_arg_log_dir(self): |
| 63 | + parser = argparse.ArgumentParser() |
| 64 | + argument_helper = ArgumentHelper(parser) |
| 65 | + default = "./log" |
| 66 | + argument_helper.add_arg_log_dir(default=default) |
| 67 | + assert "--log-dir" in argument_helper.parser.format_help() |
| 68 | + |
| 69 | + def test_add_arg_input_data_dir(self): |
| 70 | + parser = argparse.ArgumentParser() |
| 71 | + argument_helper = ArgumentHelper(parser) |
| 72 | + argument_helper.add_arg_input_data_dir() |
| 73 | + assert "--input-data-dir" in argument_helper.parser.format_help() |
| 74 | + |
| 75 | + def test_add_arg_input_file_type(self): |
| 76 | + parser = argparse.ArgumentParser() |
| 77 | + argument_helper = ArgumentHelper(parser) |
| 78 | + choices = ["jsonl", "pickle", "parquet"] |
| 79 | + argument_helper.add_arg_input_file_type(choices=choices) |
| 80 | + assert "--input-file-type" in argument_helper.parser.format_help() |
| 81 | + assert "jsonl" in argument_helper.parser.format_help() |
| 82 | + assert "pickle" in argument_helper.parser.format_help() |
| 83 | + assert "parquet" in argument_helper.parser.format_help() |
| 84 | + |
| 85 | + def test_add_arg_input_file_extension(self): |
| 86 | + parser = argparse.ArgumentParser() |
| 87 | + argument_helper = ArgumentHelper(parser) |
| 88 | + argument_helper.add_arg_input_file_extension() |
| 89 | + assert "--input-file-extension" in argument_helper.parser.format_help() |
| 90 | + |
| 91 | + def test_add_arg_input_local_data_dir(self): |
| 92 | + parser = argparse.ArgumentParser() |
| 93 | + argument_helper = ArgumentHelper(parser) |
| 94 | + argument_helper.add_arg_input_local_data_dir() |
| 95 | + assert "--input-local-data-dir" in argument_helper.parser.format_help() |
| 96 | + |
| 97 | + def test_add_arg_input_meta(self): |
| 98 | + parser = argparse.ArgumentParser() |
| 99 | + argument_helper = ArgumentHelper(parser) |
| 100 | + argument_helper.add_arg_input_meta() |
| 101 | + assert "--input-meta" in argument_helper.parser.format_help() |
| 102 | + |
| 103 | + def test_add_arg_input_text_field(self): |
| 104 | + parser = argparse.ArgumentParser() |
| 105 | + argument_helper = ArgumentHelper(parser) |
| 106 | + argument_helper.add_arg_input_text_field() |
| 107 | + assert "--input-text-field" in argument_helper.parser.format_help() |
| 108 | + |
| 109 | + def test_add_arg_id_column(self): |
| 110 | + parser = argparse.ArgumentParser() |
| 111 | + argument_helper = ArgumentHelper(parser) |
| 112 | + argument_helper.add_arg_id_column() |
| 113 | + assert "--id-column" in argument_helper.parser.format_help() |
| 114 | + |
| 115 | + def test_add_arg_id_column_type(self): |
| 116 | + parser = argparse.ArgumentParser() |
| 117 | + argument_helper = ArgumentHelper(parser) |
| 118 | + argument_helper.add_arg_id_column_type() |
| 119 | + assert "--id-column-type" in argument_helper.parser.format_help() |
| 120 | + |
| 121 | + def test_add_arg_minhash_length(self): |
| 122 | + parser = argparse.ArgumentParser() |
| 123 | + argument_helper = ArgumentHelper(parser) |
| 124 | + argument_helper.add_arg_minhash_length() |
| 125 | + assert "--minhash-length" in argument_helper.parser.format_help() |
| 126 | + |
| 127 | + def test_add_arg_nvlink_only(self): |
| 128 | + parser = argparse.ArgumentParser() |
| 129 | + argument_helper = ArgumentHelper(parser) |
| 130 | + argument_helper.add_arg_nvlink_only() |
| 131 | + assert "--nvlink-only" in argument_helper.parser.format_help() |
| 132 | + |
| 133 | + def test_add_arg_output_data_dir(self): |
| 134 | + parser = argparse.ArgumentParser() |
| 135 | + argument_helper = ArgumentHelper(parser) |
| 136 | + help = "Output data directory." |
| 137 | + argument_helper.add_arg_output_data_dir(help=help) |
| 138 | + assert "--output-data-dir" in argument_helper.parser.format_help() |
| 139 | + assert help in argument_helper.parser.format_help() |
| 140 | + |
| 141 | + def test_add_arg_output_dir(self): |
| 142 | + parser = argparse.ArgumentParser() |
| 143 | + argument_helper = ArgumentHelper(parser) |
| 144 | + argument_helper.add_arg_output_dir() |
| 145 | + assert "--output-dir" in argument_helper.parser.format_help() |
| 146 | + |
| 147 | + def test_add_arg_output_file_type(self): |
| 148 | + parser = argparse.ArgumentParser() |
| 149 | + argument_helper = ArgumentHelper(parser) |
| 150 | + choices = ["jsonl", "pickle", "parquet"] |
| 151 | + argument_helper.add_arg_output_file_type(choices=choices) |
| 152 | + assert "--output-file-type" in argument_helper.parser.format_help() |
| 153 | + assert "jsonl" in argument_helper.parser.format_help() |
| 154 | + assert "pickle" in argument_helper.parser.format_help() |
| 155 | + assert "parquet" in argument_helper.parser.format_help() |
| 156 | + |
| 157 | + def test_add_arg_output_train_file(self): |
| 158 | + parser = argparse.ArgumentParser() |
| 159 | + argument_helper = ArgumentHelper(parser) |
| 160 | + help = "The output train file." |
| 161 | + argument_helper.add_arg_output_train_file(help=help) |
| 162 | + assert "--output-train-file" in argument_helper.parser.format_help() |
| 163 | + assert help in argument_helper.parser.format_help() |
| 164 | + |
| 165 | + def test_add_arg_protocol(self): |
| 166 | + parser = argparse.ArgumentParser() |
| 167 | + argument_helper = ArgumentHelper(parser) |
| 168 | + argument_helper.add_arg_protocol() |
| 169 | + assert "--protocol" in argument_helper.parser.format_help() |
| 170 | + |
| 171 | + def test_add_arg_rmm_pool_size(self): |
| 172 | + parser = argparse.ArgumentParser() |
| 173 | + argument_helper = ArgumentHelper(parser) |
| 174 | + argument_helper.add_arg_rmm_pool_size() |
| 175 | + assert "--rmm-pool-size" in argument_helper.parser.format_help() |
| 176 | + |
| 177 | + def test_add_arg_scheduler_address(self): |
| 178 | + parser = argparse.ArgumentParser() |
| 179 | + argument_helper = ArgumentHelper(parser) |
| 180 | + argument_helper.add_arg_scheduler_address() |
| 181 | + assert "--scheduler-address" in argument_helper.parser.format_help() |
| 182 | + |
| 183 | + def test_add_arg_scheduler_file(self): |
| 184 | + parser = argparse.ArgumentParser() |
| 185 | + argument_helper = ArgumentHelper(parser) |
| 186 | + argument_helper.add_arg_scheduler_file() |
| 187 | + assert "--scheduler-file" in argument_helper.parser.format_help() |
| 188 | + |
| 189 | + def test_add_arg_seed(self): |
| 190 | + parser = argparse.ArgumentParser() |
| 191 | + argument_helper = ArgumentHelper(parser) |
| 192 | + argument_helper.add_arg_seed() |
| 193 | + assert "--seed" in argument_helper.parser.format_help() |
| 194 | + |
| 195 | + def test_add_arg_set_torch_to_use_rmm(self): |
| 196 | + parser = argparse.ArgumentParser() |
| 197 | + argument_helper = ArgumentHelper(parser) |
| 198 | + argument_helper.add_arg_set_torch_to_use_rmm() |
| 199 | + assert "--set-torch-to-use-rmm" in argument_helper.parser.format_help() |
| 200 | + |
| 201 | + def test_add_arg_shuffle(self): |
| 202 | + parser = argparse.ArgumentParser() |
| 203 | + argument_helper = ArgumentHelper(parser) |
| 204 | + help = "Shuffle argument help" |
| 205 | + argument_helper.add_arg_shuffle(help=help) |
| 206 | + assert "--shuffle" in argument_helper.parser.format_help() |
| 207 | + assert help in argument_helper.parser.format_help() |
| 208 | + |
| 209 | + def test_add_arg_text_ddf_blocksize(self): |
| 210 | + parser = argparse.ArgumentParser() |
| 211 | + argument_helper = ArgumentHelper(parser) |
| 212 | + argument_helper.add_arg_text_ddf_blocksize() |
| 213 | + assert "--text-ddf-blocksize" in argument_helper.parser.format_help() |
| 214 | + |
| 215 | + def test_add_arg_model_path(self): |
| 216 | + parser = argparse.ArgumentParser() |
| 217 | + argument_helper = ArgumentHelper(parser) |
| 218 | + argument_helper.add_arg_model_path() |
| 219 | + assert "--pretrained-model-name-or-path" in argument_helper.parser.format_help() |
| 220 | + |
| 221 | + def test_add_arg_max_mem_gb_classifier(self): |
| 222 | + parser = argparse.ArgumentParser() |
| 223 | + argument_helper = ArgumentHelper(parser) |
| 224 | + argument_helper.add_arg_max_mem_gb_classifier() |
| 225 | + assert "--max-mem-gb-classifier" in argument_helper.parser.format_help() |
| 226 | + |
| 227 | + def test_add_arg_autocast(self): |
| 228 | + parser = argparse.ArgumentParser() |
| 229 | + argument_helper = ArgumentHelper(parser) |
| 230 | + argument_helper.add_arg_autocast() |
| 231 | + assert "--autocast" in argument_helper.parser.format_help() |
| 232 | + |
| 233 | + def test_add_arg_max_chars(self): |
| 234 | + parser = argparse.ArgumentParser() |
| 235 | + argument_helper = ArgumentHelper(parser) |
| 236 | + argument_helper.add_arg_max_chars() |
| 237 | + assert "--max-chars" in argument_helper.parser.format_help() |
| 238 | + |
| 239 | + def test_distributed_args(self): |
| 240 | + parser = argparse.ArgumentParser() |
| 241 | + argument_helper = ArgumentHelper(parser) |
| 242 | + argument_helper.add_distributed_args() |
| 243 | + |
| 244 | + assert "--device" in argument_helper.parser.format_help() |
| 245 | + assert "--files-per-partition" in argument_helper.parser.format_help() |
| 246 | + assert "--n-workers" in argument_helper.parser.format_help() |
| 247 | + assert "--num-files" in argument_helper.parser.format_help() |
| 248 | + assert "--nvlink-only" in argument_helper.parser.format_help() |
| 249 | + assert "--protocol" in argument_helper.parser.format_help() |
| 250 | + assert "--rmm-pool-size" in argument_helper.parser.format_help() |
| 251 | + assert "--scheduler-address" in argument_helper.parser.format_help() |
| 252 | + assert "--scheduler-file" in argument_helper.parser.format_help() |
| 253 | + assert "--threads-per-worker" in argument_helper.parser.format_help() |
| 254 | + |
| 255 | + def test_set_default_n_workers(self): |
| 256 | + parser = argparse.ArgumentParser() |
| 257 | + argument_helper = ArgumentHelper(parser) |
| 258 | + max_mem_gb_per_worker = 10.0 |
| 259 | + argument_helper.set_default_n_workers(max_mem_gb_per_worker) |
| 260 | + assert "n_workers" in argument_helper.parser._defaults |
| 261 | + |
| 262 | + def test_parse_client_args(self): |
| 263 | + parser = argparse.ArgumentParser() |
| 264 | + argument_helper = ArgumentHelper(parser) |
| 265 | + args = argparse.Namespace(device="gpu", n_workers=10, random_arg="abc") |
| 266 | + parsed_args = argument_helper.parse_client_args(args) |
| 267 | + assert parsed_args["cluster_type"] == "gpu" |
| 268 | + assert parsed_args["n_workers"] == 10 |
| 269 | + assert "random_arg" not in parsed_args |
| 270 | + |
| 271 | + def test_parse_distributed_classifier_args(self): |
| 272 | + parser = argparse.ArgumentParser() |
| 273 | + argument_helper = ArgumentHelper(parser) |
| 274 | + parser = argument_helper.parse_distributed_classifier_args() |
| 275 | + |
| 276 | + assert "--device" in parser.format_help() |
| 277 | + assert "--files-per-partition" in parser.format_help() |
| 278 | + assert "--n-workers" in parser.format_help() |
| 279 | + assert "--num-files" in parser.format_help() |
| 280 | + assert "--nvlink-only" in parser.format_help() |
| 281 | + assert "--protocol" in parser.format_help() |
| 282 | + assert "--rmm-pool-size" in parser.format_help() |
| 283 | + assert "--scheduler-address" in parser.format_help() |
| 284 | + assert "--scheduler-file" in parser.format_help() |
| 285 | + assert "--threads-per-worker" in parser.format_help() |
| 286 | + assert "--enable-spilling" in parser.format_help() |
| 287 | + assert "--set-torch-to-use-rmm" in parser.format_help() |
| 288 | + assert "--max-mem-gb-classifier" in parser.format_help() |
| 289 | + assert "rmm_pool_size" in parser._defaults |
| 290 | + assert "set_torch_to_use_rmm" in parser._defaults |
| 291 | + |
| 292 | + assert "--input-data-dir" in parser.format_help() |
| 293 | + assert "--output-data-dir" in parser.format_help() |
| 294 | + assert "--input-file-type" in parser.format_help() |
| 295 | + assert "--input-file-extension" in parser.format_help() |
| 296 | + assert "--output-file-type" in parser.format_help() |
| 297 | + assert "--input-text-field" in parser.format_help() |
| 298 | + assert "--batch-size" in parser.format_help() |
| 299 | + assert "--pretrained-model-name-or-path" in parser.format_help() |
| 300 | + assert "--autocast" in parser.format_help() |
| 301 | + assert "--max-chars" in parser.format_help() |
| 302 | + |
| 303 | + def test_add_distributed_classifier_cluster_args(self): |
| 304 | + parser = argparse.ArgumentParser() |
| 305 | + argument_helper = ArgumentHelper(parser) |
| 306 | + argument_helper.add_distributed_classifier_cluster_args() |
| 307 | + |
| 308 | + assert "--device" in argument_helper.parser.format_help() |
| 309 | + assert "--files-per-partition" in argument_helper.parser.format_help() |
| 310 | + assert "--n-workers" in argument_helper.parser.format_help() |
| 311 | + assert "--num-files" in argument_helper.parser.format_help() |
| 312 | + assert "--nvlink-only" in argument_helper.parser.format_help() |
| 313 | + assert "--protocol" in argument_helper.parser.format_help() |
| 314 | + assert "--rmm-pool-size" in argument_helper.parser.format_help() |
| 315 | + assert "--scheduler-address" in argument_helper.parser.format_help() |
| 316 | + assert "--scheduler-file" in argument_helper.parser.format_help() |
| 317 | + assert "--threads-per-worker" in argument_helper.parser.format_help() |
| 318 | + assert "--enable-spilling" in argument_helper.parser.format_help() |
| 319 | + assert "--set-torch-to-use-rmm" in argument_helper.parser.format_help() |
| 320 | + assert "--max-mem-gb-classifier" in argument_helper.parser.format_help() |
| 321 | + assert "rmm_pool_size" in argument_helper.parser._defaults |
| 322 | + assert "set_torch_to_use_rmm" in argument_helper.parser._defaults |
| 323 | + |
| 324 | + def test_parse_gpu_dedup_args(self): |
| 325 | + parser = argparse.ArgumentParser() |
| 326 | + argument_helper = ArgumentHelper(parser) |
| 327 | + argument_helper.parse_gpu_dedup_args() |
| 328 | + |
| 329 | + assert "--device" in argument_helper.parser.format_help() |
| 330 | + assert "--files-per-partition" in argument_helper.parser.format_help() |
| 331 | + assert "--n-workers" in argument_helper.parser.format_help() |
| 332 | + assert "--num-files" in argument_helper.parser.format_help() |
| 333 | + assert "--nvlink-only" in argument_helper.parser.format_help() |
| 334 | + assert "--protocol" in argument_helper.parser.format_help() |
| 335 | + assert "--rmm-pool-size" in argument_helper.parser.format_help() |
| 336 | + assert "--scheduler-address" in argument_helper.parser.format_help() |
| 337 | + assert "--scheduler-file" in argument_helper.parser.format_help() |
| 338 | + assert "--threads-per-worker" in argument_helper.parser.format_help() |
| 339 | + |
| 340 | + assert "device" in argument_helper.parser._defaults |
| 341 | + assert "set_torch_to_use_rmm" in argument_helper.parser._defaults |
| 342 | + |
| 343 | + assert "--input-data-dirs" in argument_helper.parser.format_help() |
| 344 | + assert "--input-json-text-field" in argument_helper.parser.format_help() |
| 345 | + assert "--input-json-id-field" in argument_helper.parser.format_help() |
| 346 | + assert "--log-dir" in argument_helper.parser.format_help() |
| 347 | + assert "--profile-path" in argument_helper.parser.format_help() |
| 348 | + |
| 349 | + def test_parse_semdedup_args(self): |
| 350 | + parser = argparse.ArgumentParser() |
| 351 | + argument_helper = ArgumentHelper(parser) |
| 352 | + parser = argument_helper.parse_semdedup_args() |
| 353 | + |
| 354 | + assert "--device" in parser.format_help() |
| 355 | + assert "--files-per-partition" in parser.format_help() |
| 356 | + assert "--n-workers" in parser.format_help() |
| 357 | + assert "--num-files" in parser.format_help() |
| 358 | + assert "--nvlink-only" in parser.format_help() |
| 359 | + assert "--protocol" in parser.format_help() |
| 360 | + assert "--rmm-pool-size" in parser.format_help() |
| 361 | + assert "--scheduler-address" in parser.format_help() |
| 362 | + assert "--scheduler-file" in parser.format_help() |
| 363 | + assert "--threads-per-worker" in parser.format_help() |
| 364 | + |
| 365 | + assert "--input-data-dir" in parser.format_help() |
| 366 | + assert "--input-file-extension" in parser.format_help() |
| 367 | + assert "--input-file-type" in parser.format_help() |
| 368 | + assert "--input-text-field" in parser.format_help() |
| 369 | + assert "--id-column" in parser.format_help() |
| 370 | + assert "--id-column-type" in parser.format_help() |
| 371 | + |
| 372 | + assert "--config-file" in parser.format_help() |
| 373 | + |
| 374 | + assert "rmm_pool_size" in parser._defaults |
| 375 | + assert "device" in parser._defaults |
| 376 | + assert "set_torch_to_use_rmm" in parser._defaults |
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