Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 1 | #!/usr/bin/env python3 |
Jeremy Johnson | 1408795 | 2024-02-29 16:13:10 +0000 | [diff] [blame] | 2 | # Copyright (c) 2021-2024, ARM Limited. |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 3 | # SPDX-License-Identifier: Apache-2.0 |
| 4 | """Build conformance tests. |
| 5 | |
| 6 | Steps: |
| 7 | - Specific input shapes (or tests) are specified and produced by using the |
| 8 | settings in the .json files. |
| 9 | - Tests are selected to produce a good coverage. |
| 10 | - Tests are run on the reference model to produce the correct output files. |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 11 | - Tests are converted to JSON and/or copied and saved to desired output directory. |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 12 | """ |
| 13 | import argparse |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 14 | import copy |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 15 | import json |
| 16 | import logging |
| 17 | import multiprocessing as mp |
| 18 | import os |
Jeremy Johnson | fd8c8fe | 2023-10-23 11:55:38 +0100 | [diff] [blame] | 19 | import re |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 20 | import shlex |
| 21 | import shutil |
| 22 | import subprocess |
| 23 | from functools import partial |
| 24 | from itertools import tee |
| 25 | from pathlib import Path |
| 26 | |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 27 | import conformance.model_files as cmf |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 28 | from conformance.test_select import Operator |
| 29 | from convert2conformance.convert2conformance import main as c2c_main |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 30 | from convert2conformance.convert2conformance import OUTPUT_TYPE_DEFAULT |
| 31 | from convert2conformance.convert2conformance import OUTPUT_TYPES |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 32 | from distutils.dir_util import copy_tree |
Jeremy Johnson | fd8c8fe | 2023-10-23 11:55:38 +0100 | [diff] [blame] | 33 | from serializer.tosa_serializer import TOSA_VERSION |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 34 | |
| 35 | logging.basicConfig() |
| 36 | logger = logging.getLogger("tosa_verif_conformance_generator") |
| 37 | |
| 38 | # Configuration for each TOSA profile |
| 39 | PROFILE_OPS_INFO = { |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 40 | "tosa-bi": { |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 41 | "operator_test_params": "tosa_base_profile_ops_info.json", |
| 42 | "framework_tests": "tosa_base_profile_framework_ops_info.json", |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 43 | }, |
| 44 | "tosa-mi": { |
| 45 | # Note: This is just the extra tests not in the base profile! |
| 46 | "operator_test_params": "tosa_main_profile_ops_info.json", |
| 47 | "framework_tests": "tosa_main_profile_framework_ops_info.json", |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 48 | }, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 49 | } |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 50 | PROFILES_ALL = "all" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 51 | |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 52 | DEFAULT_SEED = 42 |
| 53 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 54 | # When there is a dictionary of generator argument lists (groups) only the |
| 55 | # standard group will have negative tests generated for it |
| 56 | STANDARD_GENERATOR_GROUP = "standard" |
| 57 | |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 58 | TEST_VERSION_LATEST = "latest" |
| 59 | TEST_VERSION_V0_60_0 = "v0.60.0" |
| 60 | TEST_VERSIONS = (TEST_VERSION_LATEST, TEST_VERSION_V0_60_0) |
Jeremy Johnson | fd8c8fe | 2023-10-23 11:55:38 +0100 | [diff] [blame] | 61 | REGEX_VERSION = re.compile(r"v([0-9]+)\.([0-9]+)\.([0-9]+)") |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 62 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 63 | |
| 64 | class GenConformanceError(Exception): |
| 65 | """Generation error reporting exception.""" |
| 66 | |
| 67 | pass |
| 68 | |
| 69 | |
| 70 | def _run_sh_command(args, cwd, full_cmd): |
| 71 | """Run an external command and capture stdout/stderr.""" |
| 72 | # Quote the command line for printing |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 73 | try: |
| 74 | full_cmd_esc = [shlex.quote(x) for x in full_cmd] |
| 75 | except Exception as e: |
| 76 | raise Exception(f"Error quoting command: {e}") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 77 | if args.capture_output: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 78 | logger.info(f"Command: {full_cmd_esc}") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 79 | |
| 80 | rc = subprocess.run( |
| 81 | full_cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, cwd=cwd |
| 82 | ) |
| 83 | |
| 84 | if args.capture_output: |
Jeremy Johnson | dd975b8 | 2024-02-28 17:29:13 +0000 | [diff] [blame] | 85 | stderr = rc.stderr.decode("utf-8") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 86 | stdout = rc.stdout.decode("utf-8") |
Jeremy Johnson | dd975b8 | 2024-02-28 17:29:13 +0000 | [diff] [blame] | 87 | logger.info(f"stderr: \n{stderr}") |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 88 | logger.info(f"stdout: \n{stdout}") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 89 | if rc.returncode != 0: |
| 90 | |
| 91 | raise Exception( |
| 92 | "Error running command: {}.\n{}".format( |
| 93 | " ".join(full_cmd_esc), rc.stderr.decode("utf-8") |
| 94 | ) |
| 95 | ) |
| 96 | return (rc.stdout, rc.stderr) |
| 97 | |
| 98 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 99 | def build_op_tests( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 100 | args, |
| 101 | test_type, |
| 102 | profile, |
| 103 | operator, |
| 104 | group, |
| 105 | gen_args_list, |
| 106 | gen_neg_dim_range, |
| 107 | supports=[], |
Jeremy Johnson | 1d5dded | 2024-03-06 10:11:10 +0000 | [diff] [blame] | 108 | gen_filter=None, |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 109 | selector_info=None, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 110 | ): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 111 | """Build tests for a given operator. |
| 112 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 113 | Builds a set of tests based on the given generator arguments list |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 114 | |
| 115 | Returns operator output directory |
| 116 | """ |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 117 | build_tests_cmd = "tosa_verif_build_tests" |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 118 | op_build_dir = args.build_dir / profile / group |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 119 | |
Jeremy Johnson | 1d5dded | 2024-03-06 10:11:10 +0000 | [diff] [blame] | 120 | if gen_filter is None: |
| 121 | gen_filter = f"^{operator}$" |
| 122 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 123 | build_cmd_base = [ |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 124 | build_tests_cmd, |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 125 | "--generate-lib-path", |
| 126 | str(args.generate_lib_path), |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 127 | "--filter", |
Jeremy Johnson | 1d5dded | 2024-03-06 10:11:10 +0000 | [diff] [blame] | 128 | gen_filter, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 129 | "-o", |
| 130 | str(op_build_dir), |
| 131 | "--seed", |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 132 | str(args.random_seed), |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 133 | ] |
| 134 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 135 | if args.verbosity: |
| 136 | build_cmd_base.append("-" + ("v" * args.verbosity)) |
| 137 | |
| 138 | if args.tests_list_file is not None: |
| 139 | build_cmd_base.append("--list-tests") |
| 140 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 141 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 142 | build_cmd_base.append("--lazy-data-generation") |
Jeremy Johnson | 0a6d1de | 2023-09-27 14:59:43 +0100 | [diff] [blame] | 143 | if "stable_random_gen" in supports and not args.global_random_generation: |
| 144 | build_cmd_base.append("--stable-random-generation") |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 145 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 146 | if "generator_select" in supports: |
| 147 | if selector_info is None: |
| 148 | logger.error( |
| 149 | "build_op_tests error: generator_select mode without selector information" |
| 150 | ) |
| 151 | raise (GenConformanceError()) |
| 152 | selector_config, selector_name = selector_info |
| 153 | build_cmd_base.extend( |
| 154 | [ |
| 155 | "--test-selection-config", |
| 156 | str(selector_config), |
| 157 | "--test-selection-criteria", |
| 158 | selector_name, |
| 159 | ] |
| 160 | ) |
| 161 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 162 | build_cmds_list = [] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 163 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 164 | if test_type in ["positive", "both"]: |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 165 | # Append extra parameters and run test generator for each set of parameters. |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 166 | for arglist in gen_args_list: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 167 | build_cmd_pos_test = build_cmd_base.copy() |
| 168 | build_cmd_pos_test.extend(["--test-type", "positive"]) |
| 169 | build_cmd_pos_test.extend(arglist) |
| 170 | build_cmds_list.append(build_cmd_pos_test) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 171 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 172 | if test_type in ["negative", "both"]: |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 173 | # Get target-dtypes options and any filter string to limit tests |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 174 | target_dtypes_args = [] |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 175 | for arglist in gen_args_list: |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 176 | idx = 0 |
| 177 | while idx < len(arglist): |
| 178 | if arglist[idx] == "--target-dtype": |
| 179 | if arglist[idx + 1] not in target_dtypes_args: |
| 180 | target_dtypes_args.extend(arglist[idx : idx + 2]) |
| 181 | idx += 1 # skip over option (and then argument below) |
| 182 | idx += 1 |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 183 | build_cmd_neg_test = build_cmd_base.copy() |
| 184 | build_cmd_neg_test.extend(["--test-type", "negative"]) |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 185 | # Limit sizes of negative tests |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 186 | dim_range = gen_neg_dim_range if gen_neg_dim_range is not None else "1,16" |
| 187 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 188 | build_cmd_neg_test.extend(["--tensor-dim-range", dim_range]) |
| 189 | build_cmd_neg_test.extend(target_dtypes_args) |
| 190 | build_cmds_list.append(build_cmd_neg_test) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 191 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 192 | logger.info(f"Creating {operator} tests in {len(build_cmds_list)} batch(es)") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 193 | error = False |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 194 | for i, cmd in enumerate(build_cmds_list): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 195 | try: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 196 | raw_stdout, _ = _run_sh_command(args, args.ref_model_path.parent, cmd) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 197 | logger.info( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 198 | f"{operator} test batch {(i+1)}/{len(build_cmds_list)} created successfully" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 199 | ) |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 200 | |
| 201 | if args.tests_list_file is not None: |
| 202 | with args.tests_list_file.open("a") as fd: |
| 203 | fd.write(raw_stdout.decode("utf-8")) |
| 204 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 205 | except Exception as e: |
| 206 | logger.error( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 207 | f"{operator} test batch {(i+1)}/{len(build_cmds_list)} unsuccessful, skipping" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 208 | ) |
| 209 | logger.error(f" build_op_tests error: {e} ") |
| 210 | error = True |
| 211 | if error: |
| 212 | raise (GenConformanceError()) |
| 213 | |
| 214 | return op_build_dir |
| 215 | |
| 216 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 217 | def _check_to_include_test(test_type, test_name): |
| 218 | """Check test name for inclusion based on test_type, returns True to include.""" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 219 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 220 | if test_type == "both": |
| 221 | return True |
| 222 | else: |
| 223 | error_test = "_ERRORIF_" in test_name |
| 224 | return (error_test and test_type == "negative") or ( |
| 225 | not error_test and test_type == "positive" |
| 226 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 227 | |
| 228 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 229 | def _get_all_tests_list(test_type, test_root_dir, operator): |
| 230 | """Create test list from tests in the test_dir based on chosen type.""" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 231 | test_dir = test_root_dir / operator |
| 232 | if not test_dir.is_dir(): |
| 233 | # Tests are split into multiple dirs, for example: conv2d_1x1, conv2d_3x3 |
| 234 | test_dir = test_root_dir |
| 235 | directories = [ |
| 236 | tdir for tdir in test_dir.glob("*") if tdir.name.startswith(operator) |
| 237 | ] |
| 238 | else: |
| 239 | directories = [test_dir] |
| 240 | |
| 241 | tests = [] |
| 242 | for tdir in directories: |
| 243 | tests.extend( |
| 244 | [ |
| 245 | test |
| 246 | for test in tdir.glob("*") |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 247 | if _check_to_include_test(test_type, test.name) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 248 | ] |
| 249 | ) |
| 250 | return tests |
| 251 | |
| 252 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 253 | def generate_results(args, profile, operator, op_build_dir, supports=[], tests=None): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 254 | """Run tests on reference model and save result to the test directory.""" |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 255 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 256 | logger.info("Skipping running tests due to lazy data gen") |
| 257 | return |
| 258 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 259 | num_cores = args.num_cores |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 260 | |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 261 | # Use the test runner |
| 262 | ref_cmd_base = [ |
| 263 | "tosa_verif_run_tests", |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 264 | "--ref-model-path", |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 265 | str(args.ref_model_path), |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 266 | "--schema-path", |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 267 | str(args.schema_path), |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 268 | "-j", |
| 269 | str(num_cores), |
| 270 | "-v", |
| 271 | "-t", |
| 272 | ] |
| 273 | ref_cmds = [] |
| 274 | |
| 275 | if not tests: |
| 276 | # Do not need to run ERRORIF tests as they don't have result files |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 277 | tests = _get_all_tests_list("positive", op_build_dir, operator) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 278 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 279 | skipped = 0 |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 280 | for test in tests: |
Jeremy Johnson | e2b5e87 | 2023-09-14 17:02:09 +0100 | [diff] [blame] | 281 | desc = test / "desc.json" |
| 282 | with desc.open("r") as fd: |
| 283 | test_desc = json.load(fd) |
| 284 | if "meta" in test_desc and "compliance" in test_desc["meta"]: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 285 | skipped += 1 |
| 286 | logger.debug( |
Jeremy Johnson | e2b5e87 | 2023-09-14 17:02:09 +0100 | [diff] [blame] | 287 | f"Skipping generating results for new compliance test - {str(test)}" |
| 288 | ) |
| 289 | continue |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 290 | ref_cmd = ref_cmd_base.copy() |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 291 | ref_cmd.append(str(test.absolute())) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 292 | ref_cmds.append(ref_cmd) |
| 293 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 294 | if skipped: |
| 295 | logger.info(f"{skipped} new compliance tests skipped for results generation") |
| 296 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 297 | fail_string = "UNEXPECTED_FAILURE" |
| 298 | failed_counter = 0 |
| 299 | |
| 300 | job_pool = mp.Pool(args.num_cores) |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 301 | sh_partial = partial(_run_sh_command, args, args.ref_model_path.parent) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 302 | pool_results = job_pool.map(sh_partial, ref_cmds) |
| 303 | job_pool.close() |
| 304 | job_pool.join() |
| 305 | |
| 306 | # Use captured output for run_sh_command to work out if test passed. |
| 307 | for i, rc in enumerate(pool_results): |
| 308 | if fail_string in str(rc[0]): |
| 309 | logger.error(f"Test {i+1}/{len(ref_cmds)}: {ref_cmds[i][-1]} failed.") |
| 310 | failed_counter += 1 |
| 311 | else: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 312 | logger.debug(f"Test {i+1}/{len(ref_cmds)}: {ref_cmds[i][-1]} passed.") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 313 | |
| 314 | logger.info(f"{len(ref_cmds)-failed_counter}/{len(ref_cmds)} tests passed") |
| 315 | logger.info("Ran tests on model and saved results of passing tests") |
| 316 | |
| 317 | |
| 318 | def convert_tests( |
| 319 | args, |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 320 | test_type, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 321 | profile, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 322 | operator, |
| 323 | op_build_dir, |
| 324 | output_dir, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 325 | op_profiles_list, |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 326 | supports=[], |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 327 | tests=None, |
| 328 | group=None, |
| 329 | trim_op_subdir=False, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 330 | tags=None, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 331 | ): |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 332 | """Convert/copy tests to output directory.""" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 333 | if group: |
| 334 | output_dir = output_dir / group |
| 335 | |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 336 | c2c_args_base = ["--strict"] |
| 337 | c2c_args_base.extend(["--schema-path", str(args.schema_path)]) |
| 338 | c2c_args_base.extend(["--flatc-path", str(args.flatc_path)]) |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 339 | c2c_args_base.extend(["--output-type", args.output_type]) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 340 | # This op maybe in more than one profile - e.g. tosa_bi and tosa_mi |
| 341 | # even if we are only producing tests for tosa_mi |
| 342 | for op_profile in op_profiles_list: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 343 | c2c_args_base.extend(["--profile", op_profile]) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 344 | if tags is not None: |
| 345 | for tag in tags: |
| 346 | c2c_args_base.extend(["--tag", tag]) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 347 | if args.framework_schema: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 348 | c2c_args_base.extend(["--framework-schema", str(args.framework_schema)]) |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 349 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 350 | c2c_args_base.append("--lazy-data-generation") |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 351 | c2c_args_base.append("--output-directory") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 352 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 353 | c2c_args_list = [] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 354 | |
| 355 | if not tests: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 356 | tests = _get_all_tests_list(test_type, op_build_dir, operator) |
| 357 | logger.info(f"Converting all {profile} profile tests of type {test_type}") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 358 | |
| 359 | # Controls if we copy the tests in their operator sub-directory or not |
| 360 | output_dir_relative_pos = -1 if trim_op_subdir else -2 |
| 361 | for test in tests: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 362 | logger.debug(f"Test chosen: {test}") |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 363 | c2c_args = c2c_args_base.copy() |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 364 | full_output_directory = output_dir / test.relative_to( |
| 365 | *test.parts[:output_dir_relative_pos] |
| 366 | ) |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 367 | c2c_args.append(str(full_output_directory)) |
| 368 | c2c_args.append(str(test)) |
| 369 | c2c_args_list.append(c2c_args) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 370 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 371 | if len(c2c_args_list) == 0: |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 372 | logger.error( |
| 373 | f"No tests found for {operator}. Nothing to convert in {op_build_dir}" |
| 374 | ) |
| 375 | raise (GenConformanceError()) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 376 | |
| 377 | job_pool = mp.Pool(args.num_cores) |
| 378 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 379 | pool_results = job_pool.map(c2c_main, c2c_args_list) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 380 | job_pool.close() |
| 381 | job_pool.join() |
| 382 | |
| 383 | failed_counter = 0 |
| 384 | for i, result in enumerate(pool_results): |
| 385 | if result != 0: |
| 386 | logger.error( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 387 | f"test {i+1}/{len(c2c_args_list)}: {c2c_args_list[i][-1]} failed to convert." |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 388 | ) |
| 389 | failed_counter += 1 |
| 390 | else: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 391 | logger.debug( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 392 | f"test {i+1}/{len(c2c_args_list)}: {c2c_args_list[i][-1]} converted" |
| 393 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 394 | logger.info( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 395 | f"{len(c2c_args_list)-failed_counter}/{len(c2c_args_list)} tests successfully converted" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 396 | ) |
| 397 | |
| 398 | if failed_counter > 0: |
| 399 | logger.error(f"Stopping due to {failed_counter} test conversion errors") |
| 400 | raise (GenConformanceError()) |
| 401 | |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 402 | logger.info("Converted/copied tests and saved to output directory") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 403 | |
| 404 | return output_dir |
| 405 | |
| 406 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 407 | def get_op_tests_selection( |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 408 | args, |
| 409 | profile, |
| 410 | operator, |
| 411 | op_build_dir, |
| 412 | selection_config, |
| 413 | negative=False, |
| 414 | ignore_missing=False, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 415 | ): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 416 | """Use test picker to get subsection of tests generated.""" |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 417 | # Need a full copy of the config as the selector updates it |
| 418 | config = copy.deepcopy(selection_config) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 419 | logger.info("Choosing {} tests".format(("negative" if negative else "positive"))) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 420 | try: |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 421 | op = Operator.registry[operator]( |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 422 | op_build_dir, config, negative=negative, ignore_missing=ignore_missing |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 423 | ) |
| 424 | except KeyError: |
| 425 | logger.error(f"{operator} operator is not supported by test_select") |
| 426 | raise (GenConformanceError()) |
| 427 | |
| 428 | return op.select_tests() |
| 429 | |
| 430 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 431 | def check_op_tests(args, profile, operator, output_dir): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 432 | """Move test folders than contain files larger than 30MB to new directory.""" |
| 433 | destination_dir = str(args.output_dir) + "_large_files" |
| 434 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 435 | # Include all tests - both positive and negative |
| 436 | tests = _get_all_tests_list("both", output_dir, operator) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 437 | if not tests: |
| 438 | logger.error( |
| 439 | f"Couldn't find any tests to size check for {operator} in {output_dir}" |
| 440 | ) |
| 441 | raise (GenConformanceError()) |
| 442 | |
| 443 | for tdir in tests: |
| 444 | move_dir = False |
| 445 | test_files = [file for file in tdir.glob("*")] |
| 446 | for file in test_files: |
| 447 | file_size = os.stat(file).st_size / 1024**2 |
| 448 | if file_size > 30: |
| 449 | move_dir = True |
| 450 | |
| 451 | if move_dir: |
| 452 | move_destination = destination_dir / tdir.relative_to(output_dir) |
| 453 | logger.warning( |
| 454 | f"{tdir.relative_to(output_dir)} contains files that are too large (>30MB), test moved to new folder: {destination_dir}" |
| 455 | ) |
| 456 | |
| 457 | if move_destination.is_dir(): |
| 458 | logger.warning( |
| 459 | f"{move_destination} directory already exists, deleting existing." |
| 460 | ) |
| 461 | shutil.rmtree(str(move_destination)) |
| 462 | shutil.move(str(tdir), move_destination) |
| 463 | |
| 464 | |
| 465 | def copy_rename_framework_tests(args, operator, test_picks): |
| 466 | """Copy framework tests into new folder and rename them if needed. |
| 467 | |
| 468 | The tests are renamed to match the framework operator names if an |
| 469 | alternate name has been used instead. |
| 470 | """ |
| 471 | framework_tests_dir = args.framework_tests_dir |
| 472 | new_tests_dir = args.build_dir / "frameworks" / operator |
| 473 | os.makedirs(new_tests_dir, exist_ok=True) |
| 474 | |
| 475 | # Get the framework tests operator name |
| 476 | if "alternate_names" in test_picks[operator]: |
| 477 | alternate_names = test_picks[operator]["alternate_names"] |
| 478 | else: |
| 479 | alternate_names = [operator] |
| 480 | |
| 481 | # Get the alternate named test directories for the operator |
| 482 | for alt_name in alternate_names: |
| 483 | test_prefix = f"test_{alt_name}" |
| 484 | test_dirs = list(framework_tests_dir.glob(f"{test_prefix}_*")) |
| 485 | |
| 486 | # Copy tests to new directory and rename to match framework operator names |
| 487 | # - if there is just 1 alternate name, replace the full test prefix |
| 488 | # test_add_... -> add_... |
| 489 | # - if there are multiple alternate names, just replace the "test" |
| 490 | # test_concatv2_... -> concatenation_concatv2_... |
| 491 | old_prefix = test_prefix if len(alternate_names) == 1 else "test" |
| 492 | |
| 493 | for tdir in test_dirs: |
| 494 | new_test_name = tdir.name.replace(old_prefix, operator) |
| 495 | copy_destination = new_tests_dir / new_test_name |
| 496 | logger.debug(f"copying test folder {tdir} to {copy_destination}") |
| 497 | copy_tree(str(tdir), str(copy_destination)) |
| 498 | |
| 499 | logger.info(f"Copied and renamed {len(test_dirs)} framework test folders") |
| 500 | return new_tests_dir.parent |
| 501 | |
| 502 | |
| 503 | def get_framework_tests_selection(args, operator, test_picks, op_build_dir): |
| 504 | """Get the list of pre-chosen tests with relative paths.""" |
| 505 | try: |
| 506 | tests = test_picks[operator]["tests"] |
| 507 | except KeyError: |
| 508 | logger.error(f"Framework test selection not defined for {operator} operator") |
| 509 | raise (GenConformanceError()) |
| 510 | |
| 511 | test_paths = [op_build_dir / operator / test for test in tests] |
| 512 | return test_paths |
| 513 | |
| 514 | |
| 515 | def parse_args(argv=None): |
| 516 | """Parse the arguments.""" |
| 517 | parser = argparse.ArgumentParser() |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 518 | profiles = list(PROFILE_OPS_INFO.keys()) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 519 | profiles.append(PROFILES_ALL) |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 520 | parser.add_argument( |
| 521 | "--profile", |
| 522 | dest="profile", |
| 523 | choices=profiles, |
| 524 | default=profiles[0], |
| 525 | type=str, |
| 526 | help=f"TOSA profile (default is {profiles[0]})", |
| 527 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 528 | parser.add_argument( |
| 529 | "--operators", |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 530 | "--op", |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 531 | type=str, |
| 532 | nargs="*", |
| 533 | help="The operator(s) to create tests for, if not supplied all tests will be created", |
| 534 | ) |
| 535 | parser.add_argument( |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 536 | "--unit-tests", |
| 537 | dest="unit_tests", |
| 538 | choices=["operator", "framework", "both"], |
| 539 | default="operator", |
| 540 | type=str, |
| 541 | help="Which unit tests are produced (default is operator)", |
| 542 | ) |
| 543 | parser.add_argument( |
| 544 | "--test-type", |
| 545 | dest="test_type", |
| 546 | choices=["positive", "negative", "both"], |
| 547 | default="both", |
| 548 | type=str, |
| 549 | help="Type of tests produced (default is both)", |
| 550 | ) |
| 551 | parser.add_argument( |
Jeremy Johnson | 0a6d1de | 2023-09-27 14:59:43 +0100 | [diff] [blame] | 552 | "--global-random-generation", |
| 553 | action="store_true", |
| 554 | help="Disable stable random generation of tests that support this mode", |
| 555 | ) |
| 556 | parser.add_argument( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 557 | "--lazy-data-generation", |
| 558 | action="store_true", |
| 559 | help="Enable lazy data generation (only for tosa-mi)", |
| 560 | ) |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 561 | rm_group = parser.add_mutually_exclusive_group(required=True) |
| 562 | rm_group.add_argument( |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 563 | "--ref-model-directory", |
| 564 | dest="ref_model_dir", |
| 565 | type=Path, |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 566 | help="(DEPRECATED - use ref-model-path) Reference Model directory - with build directory", |
| 567 | ) |
| 568 | rm_group.add_argument( |
| 569 | "--ref-model-path", |
| 570 | dest="ref_model_path", |
| 571 | type=Path, |
| 572 | help="Path to TOSA reference model executable", |
| 573 | ) |
| 574 | parser.add_argument( |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 575 | "--generate-lib-path", |
| 576 | dest="generate_lib_path", |
| 577 | type=Path, |
| 578 | help=( |
| 579 | "Path to TOSA generate library. Defaults to " |
| 580 | "the library in the directory of `ref-model-path`" |
| 581 | ), |
| 582 | ) |
| 583 | parser.add_argument( |
Jeremy Johnson | f0348ea | 2023-09-27 16:10:59 +0100 | [diff] [blame] | 584 | "--schema-path", |
| 585 | "--operator-fbs", |
| 586 | dest="schema_path", |
| 587 | type=Path, |
| 588 | help=( |
| 589 | "Path to TOSA reference model flat buffer schema. Defaults to " |
| 590 | f"`{cmf.DEFAULT_REF_MODEL_SCHEMA_PATH}` in parents parent directory of `ref-model-path`" |
| 591 | ), |
| 592 | ) |
| 593 | parser.add_argument( |
| 594 | "--flatc-path", |
| 595 | dest="flatc_path", |
| 596 | type=Path, |
| 597 | help=( |
| 598 | "Path to flatc executable. Defaults to " |
| 599 | f"`{cmf.DEFAULT_REF_MODEL_BUILD_FLATC_PATH}` in parent directory of `ref-model-path`" |
| 600 | ), |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 601 | ) |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 602 | parser.add_argument( |
Jeremy Johnson | 9c2fe6e | 2023-10-04 16:55:04 +0100 | [diff] [blame] | 603 | "--test-version", |
| 604 | dest="test_version", |
| 605 | choices=TEST_VERSIONS, |
| 606 | default=TEST_VERSION_LATEST, |
| 607 | help=f"Version of the tests to produce (default is {TEST_VERSION_LATEST})", |
| 608 | ) |
| 609 | parser.add_argument( |
| 610 | "--output-type", |
| 611 | dest="output_type", |
| 612 | choices=OUTPUT_TYPES, |
| 613 | default=OUTPUT_TYPE_DEFAULT, |
| 614 | help=f"Output file type produced (default is {OUTPUT_TYPE_DEFAULT})", |
| 615 | ) |
| 616 | parser.add_argument( |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 617 | "--seed", |
| 618 | dest="random_seed", |
| 619 | default=DEFAULT_SEED, |
| 620 | type=int, |
| 621 | help="Random test seed", |
| 622 | ) |
| 623 | parser.add_argument( |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 624 | "--framework-tests-directory", |
| 625 | dest="framework_tests_dir", |
| 626 | type=Path, |
| 627 | default=Path.cwd() / "tests", |
| 628 | help="The pre-built framework tests directory (default is tests)", |
| 629 | ) |
| 630 | parser.add_argument( |
| 631 | "--framework-schema", |
| 632 | dest="framework_schema", |
| 633 | type=Path, |
| 634 | help="Framework flatbuffers schema needed to convert framework models", |
| 635 | ) |
| 636 | parser.add_argument( |
| 637 | "--build-directory", |
| 638 | dest="build_dir", |
| 639 | type=Path, |
| 640 | default=Path.cwd() / "conformance_build", |
| 641 | help="Temporary build directory for files created during this process (default is conformance_build)", |
| 642 | ) |
| 643 | parser.add_argument( |
| 644 | "--output-directory", |
| 645 | dest="output_dir", |
| 646 | type=Path, |
| 647 | default=Path.cwd() / "conformance", |
| 648 | help="Output directory (default is conformance)", |
| 649 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 650 | script_dir = Path(__file__).parent.absolute() |
| 651 | parser.add_argument( |
| 652 | "--test-param-json-directory", |
| 653 | dest="param_json_dir", |
| 654 | type=Path, |
| 655 | default=script_dir, |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 656 | help=f"Test parameters (ops info) JSON file directory (default is {script_dir})", |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 657 | ) |
| 658 | parser.add_argument( |
| 659 | "--convert-all-tests", |
| 660 | action="store_true", |
| 661 | help="Converts all tests instead of those picked by test_select", |
| 662 | ) |
| 663 | parser.add_argument( |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 664 | "--list-tests-to-file", |
| 665 | dest="tests_list_file", |
| 666 | type=Path, |
| 667 | help="Lists out the tests to be generated to a file instead of generating them", |
| 668 | ) |
| 669 | parser.add_argument( |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 670 | "--keep-large-files", |
| 671 | action="store_true", |
| 672 | help="Keeps tests that contain files larger than 30MB in output directory", |
| 673 | ) |
| 674 | parser.add_argument( |
| 675 | "--capture-output", |
| 676 | action="store_true", |
| 677 | help="Prints output of running sh commands", |
| 678 | ) |
| 679 | parser.add_argument( |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 680 | "-j", |
| 681 | dest="num_cores", |
| 682 | type=int, |
| 683 | default=6, |
| 684 | help="Number of simultaneous jobs to split the tasks into for multiprocessing", |
| 685 | ) |
| 686 | parser.add_argument( |
| 687 | "-v", |
| 688 | dest="verbosity", |
| 689 | action="count", |
| 690 | default=0, |
| 691 | help="Verbosity (can be used multiple times for more details)", |
| 692 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 693 | args = parser.parse_args(argv) |
| 694 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 695 | if args.ref_model_dir is not None: |
| 696 | # Assume the ref model exe path based on the ref model directory |
| 697 | args.ref_model_path = cmf.find_tosa_file( |
| 698 | cmf.TosaFileType.REF_MODEL, args.ref_model_dir, False |
| 699 | ) |
| 700 | if not args.ref_model_path.is_file(): |
| 701 | logger.error( |
| 702 | f"Missing reference model binary (--ref-model-path): {args.ref_model_path}" |
| 703 | ) |
| 704 | return None |
| 705 | args.ref_model_path = args.ref_model_path.absolute() |
| 706 | |
| 707 | if args.generate_lib_path is None: |
| 708 | args.generate_lib_path = cmf.find_tosa_file( |
| 709 | cmf.TosaFileType.GENERATE_LIBRARY, args.ref_model_path |
| 710 | ) |
| 711 | if not args.generate_lib_path.is_file(): |
| 712 | logger.error( |
| 713 | f"Missing TOSA generate data library (--generate-lib-path): {args.generate_lib_path}" |
| 714 | ) |
| 715 | return None |
| 716 | args.generate_lib_path = args.generate_lib_path.absolute() |
| 717 | |
| 718 | if args.schema_path is None: |
| 719 | args.schema_path = cmf.find_tosa_file( |
| 720 | cmf.TosaFileType.SCHEMA, args.ref_model_path |
| 721 | ) |
| 722 | if not args.schema_path.is_file(): |
| 723 | logger.error( |
| 724 | f"Missing reference model schema (--schema-path): {args.schema_path}" |
| 725 | ) |
| 726 | return None |
| 727 | args.schema_path = args.schema_path.absolute() |
| 728 | |
| 729 | if args.flatc_path is None: |
| 730 | args.flatc_path = cmf.find_tosa_file( |
| 731 | cmf.TosaFileType.FLATC, args.ref_model_path |
| 732 | ) |
| 733 | if not args.flatc_path.is_file(): |
| 734 | logger.error(f"Missing flatc binary (--flatc-path): {args.flatc_path}") |
| 735 | return None |
| 736 | args.flatc_path = args.flatc_path.absolute() |
| 737 | |
| 738 | args.param_json_dir = args.param_json_dir.absolute() |
| 739 | |
| 740 | if args.unit_tests in ["framework", "both"]: |
| 741 | logger.warning( |
| 742 | "DEPRECATION - Framework tests are not part of TOSA conformance testing" |
| 743 | ) |
| 744 | if not args.framework_schema: |
| 745 | logger.error( |
| 746 | "Need to supply location of Framework flatbuffers schema via --framework-schema" |
| 747 | ) |
| 748 | return None |
| 749 | if not args.framework_tests_dir.is_dir(): |
| 750 | logger.error( |
| 751 | f"Missing or invalid framework tests directory: {args.framework_tests_dir}" |
| 752 | ) |
| 753 | return None |
| 754 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 755 | return args |
| 756 | |
| 757 | |
Jeremy Johnson | fd8c8fe | 2023-10-23 11:55:38 +0100 | [diff] [blame] | 758 | def in_version(test_version, gen_dict): |
| 759 | """Check if the selected test_version is compatible with the tests.""" |
| 760 | |
| 761 | def version_string_to_numbers(verstr): |
| 762 | # Turn the "vM.mm.pp" string into Major, Minor, Patch versions |
| 763 | if verstr == TEST_VERSION_LATEST: |
| 764 | return (TOSA_VERSION[0], TOSA_VERSION[1], TOSA_VERSION[2]) |
| 765 | else: |
| 766 | match = re.match(REGEX_VERSION, verstr) |
| 767 | if match is None: |
| 768 | raise KeyError(f"Invalid version string {verstr}") |
| 769 | return (int(v) for v in match.groups()) |
| 770 | |
| 771 | if "from_version" in gen_dict: |
| 772 | selected_version = version_string_to_numbers(test_version) |
| 773 | from_version = version_string_to_numbers(gen_dict["from_version"]) |
| 774 | |
| 775 | # Check the Major version is compatible, then Minor, and lastly Patch |
| 776 | # Unless the versions match, we can exit early due to obvious precedence |
| 777 | for sel, fro in zip(selected_version, from_version): |
| 778 | if sel < fro: |
| 779 | # From version is later than selected version |
| 780 | return False |
| 781 | elif sel > fro: |
| 782 | # From version is earlier than selected version |
| 783 | return True |
| 784 | # If we get here, the version numbers match exactly |
| 785 | return True |
| 786 | else: |
| 787 | # No specific version info |
| 788 | return True |
| 789 | |
| 790 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 791 | def _get_log_level(verbosity): |
| 792 | loglevels = (logging.WARNING, logging.INFO, logging.DEBUG) |
| 793 | verbosity = max(verbosity, 0) |
| 794 | return loglevels[min(verbosity, len(loglevels) - 1)] |
| 795 | |
| 796 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 797 | def main(): |
| 798 | args = parse_args() |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 799 | if args is None: |
| 800 | # Argument processing error |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 801 | return 2 |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 802 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 803 | loglevel = _get_log_level(args.verbosity) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 804 | logger.setLevel(loglevel) |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 805 | # Set other loggers to a quieter level |
| 806 | loglevel = _get_log_level(args.verbosity - 1) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 807 | logging.getLogger("test_select").setLevel(loglevel) |
| 808 | logging.getLogger("convert2conformance").setLevel(loglevel) |
| 809 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 810 | print(f"Output directory: {args.output_dir}") |
| 811 | |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 812 | if args.random_seed != DEFAULT_SEED: |
| 813 | logger.warning( |
| 814 | "Random test seed changed from default, tests will not match official conformance" |
| 815 | ) |
| 816 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 817 | args.build_dir = args.build_dir.resolve() |
| 818 | logger.debug(f"Creating build directory: {args.build_dir}") |
| 819 | args.build_dir.mkdir(parents=True, exist_ok=True) |
| 820 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 821 | if args.tests_list_file is not None: |
| 822 | # Try creating tests list file |
| 823 | with args.tests_list_file.open("w") as fd: |
| 824 | fd.write("") |
| 825 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 826 | # TODO: For tosa-mi should really generate tosa-bi profile as well |
| 827 | # - for now leave it as subset instead of as superset (for testing) |
| 828 | if args.profile == PROFILES_ALL: |
| 829 | profiles = list(PROFILE_OPS_INFO.keys()) |
| 830 | else: |
| 831 | profiles = [args.profile] |
| 832 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 833 | try: |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 834 | for profile in profiles: |
| 835 | print(f"Creating conformance tests for TOSA {profile} profile") |
| 836 | # Framework unit tests |
| 837 | if args.unit_tests in ["framework", "both"]: |
| 838 | logger.debug("Creating FRAMEWORK unit tests") |
| 839 | test_picks_file = ( |
| 840 | args.param_json_dir / PROFILE_OPS_INFO[profile]["framework_tests"] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 841 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 842 | try: |
| 843 | with open(test_picks_file, "r") as fd: |
| 844 | test_picks = json.load(fd) |
| 845 | except Exception as e: |
| 846 | logger.error( |
| 847 | f"Couldn't load framework tests info - {test_picks_file}: {e}" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 848 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 849 | return 1 |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 850 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 851 | operators = args.operators |
| 852 | if not operators: |
| 853 | # Create tests for all the operators |
| 854 | operators = list(test_picks.keys()) |
| 855 | |
| 856 | root_output_dir = ( |
| 857 | args.output_dir / "frameworks" / "tflite" / "operators" |
| 858 | ) |
| 859 | for op in operators: |
| 860 | logger.info(f"FRAMEWORK OP: {op}") |
| 861 | if op not in test_picks: |
| 862 | logger.warning( |
| 863 | f"Framework op {op} not found in {test_picks_file} - skipping" |
| 864 | ) |
| 865 | continue |
| 866 | |
| 867 | op_profiles_list = test_picks[op]["profile"] |
| 868 | if ( |
| 869 | args.profile != PROFILES_ALL |
| 870 | and args.profile not in op_profiles_list |
| 871 | ): |
| 872 | # Skip this operator as not part of the profile chosen |
| 873 | logger.debug(f"Skipping {op} as not part of {args.profile}") |
| 874 | continue |
| 875 | |
| 876 | logger.debug(f"Copying and renaming {op}") |
| 877 | framework_test_dir = copy_rename_framework_tests( |
| 878 | args, op, test_picks |
| 879 | ) |
| 880 | |
| 881 | if args.convert_all_tests: |
| 882 | logger.debug("Running and converting all framework tests") |
| 883 | framework_tests = None # Don't select any |
| 884 | else: |
| 885 | logger.debug("Running and converting selected framework tests") |
| 886 | framework_tests = get_framework_tests_selection( |
| 887 | args, op, test_picks, framework_test_dir |
| 888 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 889 | convert_tests( |
| 890 | args, |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 891 | "positive", |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 892 | profile, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 893 | op, |
| 894 | framework_test_dir, |
| 895 | root_output_dir, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 896 | op_profiles_list, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 897 | tests=framework_tests, |
| 898 | trim_op_subdir=True, |
| 899 | ) |
| 900 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 901 | # Operator unit tests |
| 902 | if args.unit_tests in ["operator", "both"]: |
| 903 | logger.debug("Creating OPERATOR unit tests") |
| 904 | test_params_file = ( |
| 905 | args.param_json_dir |
| 906 | / PROFILE_OPS_INFO[profile]["operator_test_params"] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 907 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 908 | try: |
| 909 | with open(test_params_file, "r") as fd: |
| 910 | test_params = json.load(fd) |
| 911 | except Exception as e: |
| 912 | logger.error( |
| 913 | f"Couldn't load operator test params - {test_params_file}: {e}" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 914 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 915 | return 1 |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 916 | logger.debug(f"Using config file: {str(test_params_file)}") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 917 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 918 | operators = args.operators |
| 919 | if not operators: |
| 920 | # Create tests for all the operators |
| 921 | operators = list(test_params.keys()) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 922 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 923 | for op in operators: |
| 924 | logger.info(f"OPERATOR: {op}") |
| 925 | if op not in test_params: |
| 926 | logger.warning( |
| 927 | f"{op} operator parameters not found in {test_params_file} - skipping" |
| 928 | ) |
| 929 | continue |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 930 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 931 | op_profiles_list = test_params[op]["profile"] |
| 932 | if ( |
| 933 | args.profile != PROFILES_ALL |
| 934 | and args.profile not in op_profiles_list |
| 935 | ): |
| 936 | # Skip this operator as not part of the profile chosen |
| 937 | logger.debug(f"Skipping {op} as not part of {args.profile}") |
| 938 | continue |
| 939 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 940 | operator_group = test_params[op]["group"] |
| 941 | root_output_dir = args.output_dir / "operators" |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 942 | supports = ( |
| 943 | test_params[op]["support_for"] |
| 944 | if "support_for" in test_params[op] |
| 945 | else [] |
| 946 | ) |
Jeremy Johnson | 1d5dded | 2024-03-06 10:11:10 +0000 | [diff] [blame] | 947 | gen_filter = ( |
| 948 | test_params[op]["gen_filter"] |
| 949 | if "gen_filter" in test_params[op] |
| 950 | else None |
| 951 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 952 | |
| 953 | # Iterate through the generation groups selecting tests from each |
| 954 | for gen_name, gen_dict in test_params[op]["generation"].items(): |
Jeremy Johnson | fd8c8fe | 2023-10-23 11:55:38 +0100 | [diff] [blame] | 955 | |
| 956 | if not in_version(args.test_version, gen_dict): |
| 957 | logger.warning( |
| 958 | f"{op} [{gen_name}] is not in {args.test_version} - skipping" |
| 959 | ) |
| 960 | continue |
| 961 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 962 | no_neg_tests = ( |
| 963 | "no_negative_tests" in gen_dict |
| 964 | and gen_dict["no_negative_tests"] == "true" |
| 965 | ) |
| 966 | |
| 967 | if no_neg_tests: |
| 968 | if args.test_type == "negative": |
| 969 | logger.info( |
| 970 | f"No negative tests for {op} / generation group {gen_name}" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 971 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 972 | continue |
| 973 | # Only produce positive tests |
| 974 | test_type = "positive" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 975 | else: |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 976 | test_type = args.test_type |
| 977 | |
| 978 | gen_neg_dim_range = ( |
| 979 | gen_dict["negative_dim_range"] |
| 980 | if "negative_dim_range" in gen_dict |
| 981 | else None |
| 982 | ) |
| 983 | |
Jeremy Johnson | 0c71686 | 2023-04-13 17:18:19 +0100 | [diff] [blame] | 984 | # Work out which selection criteria we are using |
| 985 | if "selector" in gen_dict: |
| 986 | selector_name = gen_dict["selector"] |
| 987 | if selector_name not in test_params[op]["selection"]: |
| 988 | logger.warn( |
| 989 | f"Could not find {selector_name} in selection dict for {op} - using default" |
| 990 | ) |
| 991 | selector_name = "default" |
| 992 | else: |
| 993 | selector_name = "default" |
| 994 | if selector_name not in test_params[op]["selection"]: |
| 995 | logger.error( |
| 996 | f"Could not find {selector_name} in selection dict for {op}" |
| 997 | ) |
| 998 | raise (GenConformanceError()) |
| 999 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1000 | op_build_dir = build_op_tests( |
| 1001 | args, |
| 1002 | test_type, |
| 1003 | profile, |
| 1004 | op, |
| 1005 | gen_name, |
| 1006 | gen_dict["generator_args"], |
| 1007 | gen_neg_dim_range, |
| 1008 | supports=supports, |
| 1009 | gen_filter=gen_filter, |
| 1010 | selector_info=(test_params_file, selector_name), |
| 1011 | ) |
Jeremy Johnson | 0c71686 | 2023-04-13 17:18:19 +0100 | [diff] [blame] | 1012 | |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1013 | if args.tests_list_file is not None: |
| 1014 | logger.info("Tests list file extended") |
| 1015 | continue |
| 1016 | |
| 1017 | if args.convert_all_tests or "generator_select" in supports: |
| 1018 | if test_type in ["positive", "both"]: |
| 1019 | logger.info(f"Running and converting all {op} tests") |
| 1020 | generate_results( |
| 1021 | args, profile, op, op_build_dir, supports=supports |
| 1022 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1023 | operator_test_list = None |
| 1024 | else: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1025 | logger.info( |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1026 | f"Running and converting selection of {op} tests" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 1027 | ) |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1028 | # Selection criteria |
| 1029 | selection_config = test_params[op]["selection"][ |
| 1030 | selector_name |
| 1031 | ] |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1032 | if test_type in ["positive", "both"]: |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame] | 1033 | if ( |
| 1034 | "all" in selection_config |
| 1035 | and selection_config["all"] == "true" |
| 1036 | ): |
| 1037 | # Just get all the positive tests |
| 1038 | tests_gen, tests_gen2 = tee( |
| 1039 | _get_all_tests_list( |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1040 | "positive", |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame] | 1041 | op_build_dir, |
| 1042 | op, |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame] | 1043 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1044 | ) |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame] | 1045 | else: |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1046 | ignore_missing = ( |
| 1047 | gen_name != STANDARD_GENERATOR_GROUP |
| 1048 | ) |
| 1049 | |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame] | 1050 | # Get a selection of positive tests |
| 1051 | tests_gen, tests_gen2 = tee( |
| 1052 | get_op_tests_selection( |
| 1053 | args, |
| 1054 | profile, |
| 1055 | op, |
| 1056 | op_build_dir, |
| 1057 | selection_config, |
| 1058 | ignore_missing=ignore_missing, |
| 1059 | ) |
| 1060 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1061 | generate_results( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 1062 | args, |
| 1063 | profile, |
| 1064 | op, |
| 1065 | op_build_dir, |
| 1066 | supports=supports, |
| 1067 | tests=tests_gen, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1068 | ) |
| 1069 | operator_test_list = list(tests_gen2) |
| 1070 | else: |
| 1071 | operator_test_list = [] |
| 1072 | if test_type in ["negative", "both"]: |
| 1073 | operator_test_list.extend( |
| 1074 | get_op_tests_selection( |
| 1075 | args, |
| 1076 | profile, |
| 1077 | op, |
| 1078 | op_build_dir, |
| 1079 | selection_config, |
| 1080 | negative=True, |
| 1081 | ) |
| 1082 | ) |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1083 | |
| 1084 | tags = ( |
| 1085 | [gen_name] if gen_name != STANDARD_GENERATOR_GROUP else None |
| 1086 | ) |
| 1087 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1088 | output_dir = convert_tests( |
| 1089 | args, |
Jeremy Johnson | af09018 | 2024-02-13 18:25:39 +0000 | [diff] [blame] | 1090 | test_type, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1091 | profile, |
| 1092 | op, |
| 1093 | op_build_dir, |
| 1094 | root_output_dir, |
| 1095 | op_profiles_list, |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 1096 | supports=supports, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 1097 | tests=operator_test_list, |
| 1098 | group=operator_group, |
| 1099 | tags=tags, |
| 1100 | ) |
| 1101 | if not args.keep_large_files: |
| 1102 | check_op_tests(args, profile, op, output_dir) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 1103 | except GenConformanceError: |
| 1104 | return 1 |
| 1105 | |
| 1106 | return 0 |
| 1107 | |
| 1108 | |
| 1109 | if __name__ == "__main__": |
| 1110 | exit(main()) |