Brandon Potter
296 lines
14 KiB
Python
296 lines
14 KiB
Python
#!/tool/pandora64/.package/python-3.8.0/bin/python3
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import dictionary
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import log
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#import matplotlib.pyplot
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import numpy
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import csv
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import os
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import subprocess
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import sys
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class Plot():
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def __init__(self, args, archives, changeset_to_build):
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self._args = args
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self._archives = archives
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self._changelog = dictionary.ChangelogToMostRecentBuild()
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self._changelog.generate(changeset_to_build)
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print(self._changelog.dump())
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def abbreviate_changesets(self, changesets):
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return [changeset[0:8] for changeset in changesets]
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@staticmethod
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def write_dict_to_file(tracker, field_names, file_name):
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with open(file_name, 'w') as csvfile:
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writer = csv.DictWriter(csvfile, fieldnames=field_names)
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writer.writeheader()
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writer.writerows(tracker)
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@staticmethod
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def check_and_add_to_dict(dictionary, key, array):
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if len(array) > 0:
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dictionary[key] = array[0]
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else:
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dictionary[key] = 0
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def changeset_slice(self):
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self._log_tracker = log.Tracker(self._args, self._archives)
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for changeset in self._changelog._all_changesets:
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if changeset in self._changelog.data.keys():
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build_id = self._changelog.data[changeset]
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self._log_tracker.add(changeset, build_id)
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print(self._log_tracker.dump())
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"""
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separate out dictionaries based on operation
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and prepare them in a format that works with
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the csv module
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"""
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put_tracker = []
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put_nbi_tracker = []
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get_tracker = []
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get_nbi_tracker = []
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amo_tracker = []
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ping_pong_tracker = []
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prev_commit = list(self._log_tracker._data.keys())[0][0]
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amo_dict = {}
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for key, value in self._log_tracker._data.items():
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if (key[1] == "put.log"):
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put_tracker.append({'Commit':key[0][0:7],
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'b1':value.latency[0],
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'b2':value.latency[1],
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'b4':value.latency[2],
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'b8':value.latency[3],
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'b16':value.latency[4],
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'b32':value.latency[5],
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'b64':value.latency[6],
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'b128':value.latency[7],
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'b256':value.latency[8],
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'b512':value.latency[9],
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'b1024':value.latency[10],
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'b2048':value.latency[11],
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'b4096':value.latency[12],
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'b8192':value.latency[13],
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'b16384':value.latency[14],
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'b32768':value.latency[15]
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})
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if (key[1] == "put_nbi.log"):
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put_nbi_tracker.append({'Commit':key[0][0:7],
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'b1':value.latency[0],
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'b2':value.latency[1],
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'b4':value.latency[2],
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'b8':value.latency[3],
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'b16':value.latency[4],
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'b32':value.latency[5],
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'b64':value.latency[6],
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'b128':value.latency[7],
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'b256':value.latency[8],
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'b512':value.latency[9],
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'b1024':value.latency[10],
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'b2048':value.latency[11],
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'b4096':value.latency[12],
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'b8192':value.latency[13],
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'b16384':value.latency[14],
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'b32768':value.latency[15]
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})
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if (key[1] == "get.log"):
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get_tracker.append({'Commit':key[0][0:7],
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'b1':value.latency[0],
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'b2':value.latency[1],
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'b4':value.latency[2],
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'b8':value.latency[3],
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'b16':value.latency[4],
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'b32':value.latency[5],
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'b64':value.latency[6],
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'b128':value.latency[7],
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'b256':value.latency[8],
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'b512':value.latency[9],
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'b1024':value.latency[10],
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'b2048':value.latency[11],
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'b4096':value.latency[12],
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'b8192':value.latency[13],
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'b16384':value.latency[14],
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'b32768':value.latency[15]
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})
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if (key[1] == "get_nbi.log"):
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get_nbi_tracker.append({'Commit':key[0][0:7],
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'b1':value.latency[0],
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'b2':value.latency[1],
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'b4':value.latency[2],
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'b8':value.latency[3],
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'b16':value.latency[4],
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'b32':value.latency[5],
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'b64':value.latency[6],
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'b128':value.latency[7],
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'b256':value.latency[8],
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'b512':value.latency[9],
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'b1024':value.latency[10],
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'b2048':value.latency[11],
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'b4096':value.latency[12],
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'b8192':value.latency[13],
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'b16384':value.latency[14],
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'b32768':value.latency[15]
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})
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if (key[1] == "ping_pong.log"):
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ping_pong_tracker.append({'Commit':key[0][0:7],
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'latency':value.latency[0]
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})
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# check to see if we have moved to a new commit
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# if we have, store the dict in the amo_tracker
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if (key[0] != prev_commit):
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amo_dict['Commit'] = prev_commit[0:7]
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amo_tracker.append(amo_dict.copy())
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amo_dict.clear()
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prev_commit = key[0]
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if (key[1] == "amo_add.log"):
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self.check_and_add_to_dict(amo_dict, 'add', value.latency)
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if (key[1] == "amo_cswap.log"):
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self.check_and_add_to_dict(amo_dict, 'cswap', value.latency)
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if (key[1] == "amo_fadd.log"):
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self.check_and_add_to_dict(amo_dict, 'fadd', value.latency)
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if (key[1] == "amo_fcswap.log"):
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self.check_and_add_to_dict(amo_dict, 'fcswap', value.latency)
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if (key[1] == "amo_fetch.log"):
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self.check_and_add_to_dict(amo_dict, 'fetch', value.latency)
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if (key[1] == "amo_finc.log"):
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self.check_and_add_to_dict(amo_dict, 'finc', value.latency)
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if (key[1] == "amo_inc.log"):
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self.check_and_add_to_dict(amo_dict, 'inc', value.latency)
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# store the last commit's amo data
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amo_dict['Commit'] = prev_commit[0:7]
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amo_tracker.append(amo_dict.copy())
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# write put results into a file:
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size_field_names= ['Commit','b1','b2','b4','b8','b16','b32','b64','b128','b256','b512','b1024','b2048','b4096','b8192','b16384','b32768']
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amo_field_names= ['Commit','add','cswap','fadd','fcswap','fetch','finc','inc']
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ping_pong_field_names= ['Commit','latency']
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self.write_dict_to_file(put_tracker, size_field_names, "put.csv")
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self.write_dict_to_file(put_nbi_tracker, size_field_names, "put_nbi.csv")
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self.write_dict_to_file(get_tracker, size_field_names, "get.csv")
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self.write_dict_to_file(get_nbi_tracker, size_field_names, "get_nbi.csv")
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self.write_dict_to_file(amo_tracker, amo_field_names, "amo.csv")
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self.write_dict_to_file(ping_pong_tracker, ping_pong_field_names, "ping_pong.csv")
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# make a directory and execute the R script to generate plots in that directory
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current_dir = os.getcwd()
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plot_dir = os.path.join(current_dir, 'plots')
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if not os.path.exists(plot_dir):
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os.makedirs(plot_dir)
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changeset_a = list(self._log_tracker._data.keys())[0][0]
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changeset_b = list(self._log_tracker._data.keys())[-1][0]
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# check if the provided changesets are correct
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if (self._args.changeset_range):
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found_changeset_a = False
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found_changeset_b = False
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for key, value in self._log_tracker._data.items():
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if (found_changeset_a and found_changeset_b):
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break
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if (not found_changeset_a):
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if (self._args.changeset_range[0] == key[0]):
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found_changeset_a = True
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if (not found_changeset_b):
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if (self._args.changeset_range[1] == key[0]):
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found_changeset_b = True
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if ((not found_changeset_a) and (not found_changeset_b)):
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sys.exit("One of the specified changesets was not found. Please specify correct/complete commit IDs.")
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else:
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changeset_a = self._args.changeset_range[0]
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changeset_b = self._args.changeset_range[1]
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r_command = "Rscript ./plotter.R -o ./plots -a " + changeset_a[0:7] + " -b " + changeset_b[0:7]
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print(r_command)
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subprocess.check_call(r_command, shell=True)
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def one_changeset_plot(self):
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found_changeset = 0
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non_amo_tracker = []
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amo_tracker = []
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ping_pong_tracker = []
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for key, value in self._log_tracker._data.items():
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if (key[0] == self._args.one_changeset):
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found_changeset = 1
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if (key[1] == "put.log"):
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put_vals = value.latency
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if (key[1] == "put_nbi.log"):
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put_nbi_vals = value.latency
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if (key[1] == "get.log"):
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get_vals = value.latency
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if (key[1] == "get_nbi.log"):
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get_nbi_vals = value.latency
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if (key[1] == "amo_add.log"):
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amo_tracker.append({'op':'add',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_add.log"):
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amo_tracker.append({'op':'add',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_cswap.log"):
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amo_tracker.append({'op':'cswap',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_fadd.log"):
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amo_tracker.append({'op':'fadd',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_fcswap.log"):
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amo_tracker.append({'op':'fcswap',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_fetch.log"):
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amo_tracker.append({'op':'fetch',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_finc.log"):
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amo_tracker.append({'op':'finc',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "amo_inc.log"):
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amo_tracker.append({'op':'inc',
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'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (key[1] == "ping_pong.log"):
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ping_pong_tracker.append({'latency': value.latency[0] if len(value.latency) > 0 else 0
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})
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if (not found_changeset):
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sys.exit("The requested changeset was not found. Please specify correct/complete commit IDs.")
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index = 0
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for size in [1,2,4,8,16,32,64,128,256,512,1024,2048,4096,8192,16384,32768]:
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non_amo_tracker.append({'size':size,
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'put':put_vals[index],
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'put_nbi':put_nbi_vals[index],
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'get':get_vals[index],
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'get_nbi':get_nbi_vals[index]
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})
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index = index + 1
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# write results into a file:
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non_amo_field_names= ['size','put','put_nbi','get','get_nbi']
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amo_field_names= ['op','latency']
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ping_pong_field_names= ['latency']
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self.write_dict_to_file(non_amo_tracker, non_amo_field_names, "non_amo_one_changeset.csv")
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self.write_dict_to_file(amo_tracker, amo_field_names, "amo_one_changeset.csv")
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self.write_dict_to_file(ping_pong_tracker, ping_pong_field_names, "ping_pong_one_changeset.csv")
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# call the R script with an option that tells it to plot figures for
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r_command = "Rscript ./plotter.R -o ./plots -c " + self._args.one_changeset
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print(r_command)
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subprocess.check_call(r_command, shell=True)
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