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##############################################################################bl | ||
# MIT License | ||
# | ||
# Copyright (c) 2021 - 2024 Advanced Micro Devices, Inc. All Rights Reserved. | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
##############################################################################el | ||
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from abc import ABC, abstractmethod | ||
from utils.utils import error, is_workload_empty, demarcate | ||
from pymongo import MongoClient | ||
from tqdm import tqdm | ||
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import os | ||
import logging | ||
import getpass | ||
import pandas as pd | ||
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MAX_SERVER_SEL_DELAY = 5000 # 5 sec connection timeout | ||
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class DatabaseConnector: | ||
def __init__(self, args): | ||
self.args = args | ||
self.cache = dict() | ||
self.connection_info = { | ||
"username": self.args.username, | ||
"password": self.args.password, | ||
"host": self.args.host, | ||
"port": str(self.args.port), | ||
"team": self.args.team, | ||
"workload": self.args.workload, | ||
"db": None | ||
} | ||
self.interaction_type: str = None #set to 'import' or 'remove' based on user arguments | ||
self.client: MongoClient = None | ||
@demarcate | ||
def prep_import(self, profile_and_export=False): | ||
if profile_and_export: | ||
self.connection_info['workload'] = os.path.join(self.connection_info['workload'], self.args.target) | ||
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# Extract SoC and workload name from sysinfo.csv | ||
sys_info = os.path.join(self.connection_info['workload'], "sysinfo.csv") | ||
if os.path.isfile(sys_info): | ||
sys_info = pd.read_csv(sys_info) | ||
soc = sys_info["name"][0] | ||
name = sys_info["workload_name"][0] | ||
else: | ||
error("[database] Unable to parse SoC and/or workload name from sysinfo.csv") | ||
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self.connection_info["db"] = "omniperf_" + str(self.args.team) + "_" + str(name) + "_" + str(soc) | ||
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@demarcate | ||
def db_import(self): | ||
self.prep_import() | ||
i = 0 | ||
file = "blank" | ||
for file in tqdm(os.listdir(self.connection_info["workload"])): | ||
if file.endswith(".csv"): | ||
logging.info("[database] Uploading: %s" % self.connection_info["workload"] + "/" + file) | ||
try: | ||
fileName = file[0 : file.find(".")] | ||
cmd = ( | ||
"mongoimport --quiet --uri mongodb://{}:{}@{}:{}/{}?authSource=admin --file {} -c {} --drop --type csv --headerline" | ||
).format( | ||
self.connection_info["username"], | ||
self.connection_info["password"], | ||
self.connection_info["host"], | ||
self.connection_info["port"], | ||
self.connection_info["db"], | ||
self.connection_info["workload"] + "/" + file, | ||
fileName, | ||
) | ||
os.system(cmd) | ||
i += 1 | ||
except pd.errors.EmptyDataError: | ||
logging.info("[database] Skipping empty file: %s" % file) | ||
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logging.info("[database] %s collections successfully added." % i) | ||
mydb = self.client["workload_names"] | ||
mycol = mydb["names"] | ||
value = {"name": self.connection_info["db"]} | ||
newValue = {"name": self.connection_info["db"]} | ||
mycol.replace_one(value, newValue, upsert=True) | ||
logging.info("[database] Workload name uploaded.") | ||
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@demarcate | ||
def db_remove(self): | ||
db_to_remove = self.client[self.connection_info['workload']] | ||
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# check the collection names on the database | ||
col_list = db_to_remove.list_collection_names() | ||
self.client.drop_database(db_to_remove) | ||
db = self.client["workload_names"] | ||
col = db["names"] | ||
col.delete_many({"name": self.connection_info['workload']}) | ||
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logging.info("[database] Successfully removed %s" % self.connection_info['workload']) | ||
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@abstractmethod | ||
def pre_processing(self): | ||
"""Perform any pre-processing steps prior to database conncetion. | ||
""" | ||
logging.debug("[database] pre-processing database connection") | ||
if not self.args.remove and not self.args.upload: | ||
error("Either -i/--import or -r/--remove is required in database mode") | ||
self.interaction_type = 'import' if self.args.upload else 'remove' | ||
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# Detect interaction type | ||
if self.interaction_type == 'remove': | ||
logging.debug("[database] validating arguments for --remove workflow") | ||
is_full_workload_name = self.args.workload.count("_") >= 3 | ||
if not is_full_workload_name: | ||
error("-w/--workload is not valid. Please use full workload name as seen in GUI when removing (i.e. omniperf_asw_vcopy_mi200)") | ||
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if self.connection_info['host'] == None or self.connection_info['username'] == None: | ||
error("-H/--host and -u/--username are required when interaction type is set to %s" % self.interaction_type) | ||
if self.connection_info['workload'] == "admin" or self.connection_info['workload'] == "local": | ||
error("Cannot remove %s. Try again." % self.connection_info['workload']) | ||
else: | ||
logging.debug("[database] validating arguments for --import workflow") | ||
if ( | ||
self.connection_info['host'] == None | ||
or self.connection_info['team'] == None | ||
or self.connection_info['username'] == None | ||
or self.connection_info['workload'] == None | ||
): | ||
error("-H/--host, -w/--workload, -u/--username, and -t/--team are all required when interaction type is set to %s" % self.interaction_type) | ||
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if os.path.isdir(os.path.abspath(self.connection_info['workload'])): | ||
is_workload_empty(self.connection_info['workload']) | ||
else: | ||
error("--workload is invalid. Please pass path to a valid directory.") | ||
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if len(self.args.team) > 13: | ||
error("--team exceeds 13 character limit. Try again.") | ||
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# format path properly | ||
self.connection_info['workload'] = os.path.abspath(self.connection_info['workload']) | ||
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# Detect password | ||
if self.connection_info['password'] == "": | ||
try: | ||
self.connection_info['password'] = getpass.getpass() | ||
except Exception as e: | ||
error("[database] PASSWORD ERROR %s" % e) | ||
else: | ||
logging.info("[database] Password recieved") | ||
else: | ||
password = self.connection_info['password'] | ||
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# Establish client connection | ||
connection_str = ( | ||
"mongodb://" | ||
+ self.connection_info["username"] | ||
+ ":" | ||
+ self.connection_info["password"] | ||
+ "@" | ||
+ self.connection_info["host"] | ||
+ ":" | ||
+ self.connection_info["port"] | ||
+ "/?authSource=admin" | ||
) | ||
self.client = MongoClient(connection_str, serverSelectionTimeoutMS=MAX_SERVER_SEL_DELAY) | ||
try: | ||
self.client.server_info() | ||
except: | ||
error("[database] Unable to connect to the DB server.") | ||
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