#!/usr/bin/env python3 # This scripts attempts to extract relevant data from a completed flow design # and save it into a 'metadata.json'. It achieves this by looking for specific # information in specific files using regular expressions # ----------------------------------------------------------------------------- import hashlib import os import shutil from datetime import datetime, timedelta from collections import defaultdict from uuid import uuid4 as uuid from subprocess import check_output, call, STDOUT import argparse import json import re from glob import glob def parse_args(): parser = argparse.ArgumentParser( description="Generates metadata from OpenROAD flow" ) parser.add_argument( "--design", "-d", required=True, help="Design Name for metrics", ) parser.add_argument( "--flowVariant", "-v", required=False, default="base", help="FLOW_VARIANT for the design", ) parser.add_argument( "--platform", "-p", required=False, default="nangate45", help="Design Platform" ) parser.add_argument( "--comment", "-c", required=False, default="", help="Additional comments to embed", ) parser.add_argument( "--output", "-o", required=False, default="metadata.json", help="Output file" ) parser.add_argument("--hier", "-x", action="store_true", help="Hierarchical JSON") parser.add_argument("--logs", required=True, help="Path to logs") parser.add_argument("--reports", required=True, help="Path to reports") parser.add_argument("--results", required=True, help="Path to results") args = parser.parse_args() return args # Functions # ============================================================================= # Main function to do specific extraction of patterns from a file # This function will look for a regular expression 'pattern' in a 'file', and # set the key, 'jsonTag', to the value found. The specific 'occurrence' selects # which occurrence it uses (default -1, i.e., last). If pattern not found, it # will print an error and set the value to N/A. If a 'defaultNotFound' is set, # it will use that instead. If count is set to True, it will return the count # of the pattern. def extractTagFromFile( jsonTag, jsonFile, pattern, file, count=False, occurrence=-1, defaultNotFound="N/A", t=float, required=True, ): if jsonTag in jsonFile: print("[WARN] Overwriting Tag", jsonTag) try: with open(file) as f: content = f.read() parsedMetrics = re.findall(pattern, content, re.M) patternNotFound = len(parsedMetrics) < abs(occurrence) if patternNotFound and not required: jsonFile[jsonTag] = defaultNotFound return if parsedMetrics: if count: # Return the count jsonFile[jsonTag] = len(parsedMetrics) else: # Note: This gets the specified occurrence value = parsedMetrics[occurrence] value = value.strip() try: jsonFile[jsonTag] = t(value) except BaseException: jsonFile[jsonTag] = str(value) else: # Only print a warning if the defaultNotFound is not set print( "[WARN] Tag {} not found in {}.".format(jsonTag, file), "Will use {}.".format(defaultNotFound), ) jsonFile[jsonTag] = defaultNotFound except IOError: print("[ERROR] Failed to open file:", file) jsonFile[jsonTag] = "ERR" def extractGnuTime(prefix, jsonFile, file): if not os.path.isfile(file): return extractTagFromFile( prefix + "__runtime__total", jsonFile, "^Elapsed time: (\\S+)\\[h:\\]min:sec.*", file, ) extractTagFromFile( prefix + "__cpu__total", jsonFile, "^Elapsed time:.*CPU time: user (\\S+) .*", file, ) extractTagFromFile( prefix + "__mem__peak", jsonFile, "^Elapsed time:.*Peak memory: (\\S+)KB.", file ) # # Extract clock info from sdc file # def read_sdc(file_name): clkList = [] try: with open(file_name, "r") as sdcFile: lines = sdcFile.readlines() except OSError as e: print(f"[WARN] Failed to open file: {file_name} ({e})") return clkList for line in lines: if len(line.split()) < 2: continue if line.split()[0] == "create_clock": clk_idx = line.split().index("-name") clkName = line.split()[clk_idx + 1] period_idx = line.split().index("-period") period = line.split()[period_idx + 1] clk = "%s: %s" % (clkName, period) clkList.append(clk) clkList.sort() return clkList # Main # ============================================================================= def git_head_commit(git_exe, folder): """Resolve the HEAD commit SHA of `folder`'s git working tree, or return a descriptive fallback string. Accepts a pre-resolved `git_exe` path so callers don't pay a `shutil.which` lookup per invocation. Prints a [WARN] for the not-a-git-repo case (the git-missing case is expected to be warned about by the caller).""" if git_exe is None: return "git not on PATH" if not os.path.isdir(folder): return "N/A" with open(os.devnull, "w") as devnull: if call([git_exe, "branch"], stderr=STDOUT, stdout=devnull, cwd=folder) != 0: print("[WARN] not a git repo:", folder) return "not a git repo" return ( check_output([git_exe, "rev-parse", "HEAD"], cwd=folder).decode("utf-8").strip() ) def file_sha1(path): """SHA-1 of `path`, or "N/A" if absent or empty. Empty counts as absent so Bazel's touched placeholder files (e.g. the canonicalize RTLIL under SYNTH_USE_SYN or SYNTH_NETLIST_FILES) hash the same as a make run that never wrote the file. Read in chunks so large netlists don't blow the heap.""" if not os.path.isfile(path) or os.path.getsize(path) == 0: return "N/A" hasher = hashlib.sha1() with open(path, "rb") as f: for chunk in iter(lambda: f.read(16 * 1024 * 1024), b""): hasher.update(chunk) return hasher.hexdigest() def merge_jsons(root_path, output, files): paths = sorted(glob(os.path.join(root_path, files))) for path in paths: with open(path, "r") as file: data = json.load(file) output.update(data) def extract_metrics( cwd, platform, design, flow_variant, output, hier_json, logPath, rptPath, resultPath ): baseRegEx = "^{}\n^-*\n^{}" metrics_dict = defaultdict(dict) metrics_dict["run__flow__generate_date"] = datetime.now().strftime("%Y-%m-%d %H:%M") metrics_dict["run__flow__metrics_version"] = "Metrics_2.1.2" cmdOutput = check_output([os.environ.get("OPENROAD_EXE", "openroad"), "-version"]) cmdFields = [x.decode("utf-8") for x in cmdOutput.split()] metrics_dict["run__flow__openroad_version"] = str(cmdFields[0]) if len(cmdFields) > 1: metrics_dict["run__flow__openroad_commit"] = str(cmdFields[1]) else: metrics_dict["run__flow__openroad_commit"] = "N/A" git_exe = shutil.which("git") if git_exe is None: print("[WARN] git not on PATH; commit metadata will be N/A") metrics_dict["run__flow__scripts_commit"] = git_head_commit(git_exe, cwd) metrics_dict["run__flow__uuid"] = str(uuid()) metrics_dict["run__flow__design"] = design metrics_dict["run__flow__platform"] = platform platformDir = os.environ.get("PLATFORM_DIR") if platformDir is None: print("[INFO]", "PLATFORM_DIR env variable not set") metrics_dict["run__flow__platform_commit"] = "N/A" else: metrics_dict["run__flow__platform_commit"] = git_head_commit( git_exe, platformDir ) metrics_dict["run__flow__variant"] = flow_variant # Synthesis # ========================================================================= merge_jsons(logPath, metrics_dict, "1_*.json") # Netlist hashes: fingerprints of the canonical RTLIL (pre-ABC) and # the final post-synthesis Verilog so the rules-base.json check # (level=warning) flags when bazel-built vs make-built yosys # disagree for the same RTL. metrics_dict["synth__canonical_netlist__hash"] = file_sha1( resultPath + "/1_1_yosys_canonicalize.rtlil" ) metrics_dict["synth__netlist__hash"] = file_sha1(resultPath + "/1_2_yosys.v") # Clocks # ========================================================================= # Prefer the floorplan SDC; on a synthesis-only tree (e.g. the "syn" # flow variant stops after 1_synth) fall back to the canonicalized # synthesis SDC, which carries the same create_clock lines. sdc_file = resultPath + "/2_floorplan.sdc" if not os.path.isfile(sdc_file): sdc_file = resultPath + "/1_synth.sdc" clk_list = read_sdc(sdc_file) metrics_dict["constraints__clocks__count"] = len(clk_list) metrics_dict["constraints__clocks__details"] = clk_list # Floorplan # ========================================================================= merge_jsons(logPath, metrics_dict, "2_*.json") # Place # ========================================================================= merge_jsons(logPath, metrics_dict, "3_*.json") # CTS # ======================================================================= merge_jsons(logPath, metrics_dict, "4_*.json") # Global Route # ========================================================================= merge_jsons(logPath, metrics_dict, "5_*.json") # Guarded so a synthesis-only tree doesn't pollute the metadata with # "ERR" values for stages that never ran. if os.path.isfile(logPath + "/5_1_grt.log"): extractTagFromFile( "globalroute__timing__clock__slack", metrics_dict, "^\\[INFO FLW-....\\] Clock .* slack (\\S+)", logPath + "/5_1_grt.log", ) # Finish # ========================================================================= merge_jsons(logPath, metrics_dict, "6_*.json") if os.path.isfile(rptPath + "/6_finish.rpt"): extractTagFromFile( "finish__timing__wns_percent_delay", metrics_dict, baseRegEx.format("finish slack div critical path delay", "(\\S+)"), rptPath + "/6_finish.rpt", ) extractGnuTime("finish", metrics_dict, logPath + "/6_report.log") # Accumulate time # ========================================================================= extractGnuTime("synth", metrics_dict, logPath + "/1_synth.log") # syn extractGnuTime("synth", metrics_dict, logPath + "/1_2_yosys.log") # yosys extractGnuTime("floorplan", metrics_dict, logPath + "/2_1_floorplan.log") extractGnuTime("floorplan_io", metrics_dict, logPath + "/2_2_floorplan_io.log") extractGnuTime( "floorplan_macro", metrics_dict, logPath + "/2_3_floorplan_macro.log" ) extractGnuTime( "floorplan_tap", metrics_dict, logPath + "/2_4_floorplan_tapcell.log" ) extractGnuTime("floorplan_pdn", metrics_dict, logPath + "/2_5_floorplan_pdn.log") extractGnuTime( "globalplace_skip_io", metrics_dict, logPath + "/3_1_place_gp_skip_io.log" ) extractGnuTime("globalplace_io", metrics_dict, logPath + "/3_2_place_iop.log") extractGnuTime("globalplace", metrics_dict, logPath + "/3_3_place_gp.log") extractGnuTime("placeopt", metrics_dict, logPath + "/3_4_place_resized.log") extractGnuTime("detailedplace", metrics_dict, logPath + "/3_5_place_dp.log") extractGnuTime("cts", metrics_dict, logPath + "/4_1_cts.log") extractGnuTime("globalroute", metrics_dict, logPath + "/5_1_grt.log") extractGnuTime("fillcell", metrics_dict, logPath + "/5_2_fillcell.log") extractGnuTime("detailedroute", metrics_dict, logPath + "/5_3_route.log") extractGnuTime("finish_merge", metrics_dict, logPath + "/6_1_merge.log") extractGnuTime("finish", metrics_dict, logPath + "/6_report.log") failed = False total = timedelta() elapsed_seconds = {} for key in metrics_dict: if key.endswith("__runtime__total"): # Big try block because Hour and microsecond is optional try: t = datetime.strptime(metrics_dict[key], "%H:%M:%S.%f") except ValueError: try: t = datetime.strptime(metrics_dict[key], "%M:%S.%f") except ValueError: try: t = datetime.strptime(metrics_dict[key], "%H:%M:%S") except ValueError: try: t = datetime.strptime(metrics_dict[key], "%M:%S") except ValueError: failed = True break delta = timedelta( hours=t.hour, minutes=t.minute, seconds=t.second, microseconds=t.microsecond, ) total += delta stage = key[: -len("__runtime__total")] elapsed_seconds[stage + "__elapsed_seconds"] = delta.total_seconds() if failed: metrics_dict["total_time"] = "ERR" metrics_dict["total_elapsed_seconds"] = "ERR" else: metrics_dict["total_time"] = str(total) metrics_dict["total_elapsed_seconds"] = total.total_seconds() metrics_dict.update(elapsed_seconds) metrics_dict = { key.replace(":", "__"): value for key, value in metrics_dict.items() } if hier_json: # Convert the Metrics dictionary to hierarchical format by stripping # the stage as a 'key' hier_dict = defaultdict(dict) for metric in metrics_dict: key_list = metric.split("__", 1) if len(key_list) == 2: hier_dict[key_list[0]][key_list[1]] = metrics_dict[metric] metrics_dict = hier_dict with open(output, "w") as resultSpecfile: json.dump(metrics_dict, resultSpecfile, indent=2, sort_keys=True) if __name__ == "__main__": args = parse_args() extract_metrics( os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"), args.platform, args.design, args.flowVariant, args.output, args.hier, args.logs, args.reports, args.results, )