systems-assistant[bot]
58d2a016ce
* added ruff docs * style: Run ruff and black before yapf pass * yapf -r -i (23 fixes) * fixed conf.py and ran ruff format . * fixed conf.py 2 * formatted argparser.py * formatted src/rocprof_compute_analyze * formatted src/rocprof_compute_profile * formatted soc_base.py * formatted rocprof_compute_tui * formatted gui_components * formatted src/utils * formatted tests/ * format extra files * cleanup * fix test_utils.py * fixed typos * Update pyproject.toml * Update README.md * Update test_utils.py --------- Signed-off-by: jamessiddeley-amd <James.Siddeley@amd.com> Co-authored-by: James Siddeley <James.Siddeley@amd.com> Co-authored-by: systems-assistant[bot] <systems-assistant[bot]@users.noreply.github.com>
246 строки
9.3 KiB
Python
246 строки
9.3 KiB
Python
##############################################################################
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# MIT License
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#
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# Copyright (c) 2021 - 2025 Advanced Micro Devices, Inc. All Rights Reserved.
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in
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# all copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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# THE SOFTWARE.
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##############################################################################
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import getpass
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import os
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from abc import abstractmethod
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from pathlib import Path
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import pandas as pd
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from pymongo import MongoClient
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from tqdm import tqdm
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from utils.kernel_name_shortener import kernel_name_shortener
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from utils.logger import (
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console_debug,
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console_error,
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console_log,
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console_warning,
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demarcate,
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)
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from utils.utils import is_workload_empty
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MAX_SERVER_SEL_DELAY = 5000 # 5 sec connection timeout
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class DatabaseConnector:
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def __init__(self, args):
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self.args = args
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self.cache = dict()
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self.connection_info = {
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"username": self.args.username,
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"password": self.args.password,
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"host": self.args.host,
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"port": str(self.args.port),
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"team": self.args.team,
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"workload": self.args.workload,
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"db": None,
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}
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self.interaction_type: str = (
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None # set to 'import' or 'remove' based on user arguments
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)
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self.client: MongoClient = None
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@demarcate
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def prep_import(self):
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# Extract SoC and workload name from sysinfo.csv
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sys_info = str(Path(self.connection_info["workload"]).joinpath("sysinfo.csv"))
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if Path(sys_info).is_file():
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sys_info = pd.read_csv(sys_info)
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try:
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soc = sys_info["gpu_model"][0].strip()
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name = sys_info["workload_name"][0].strip()
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except KeyError as e:
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console_error(
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f"Outdated workload. "
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f"Cannot find {e} field. Please reprofile to update."
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)
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else:
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console_error(
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"database", "Unable to parse SoC and/or workload name from sysinfo.csv"
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)
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self.connection_info["db"] = (
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"rocprofiler-compute_"
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+ str(self.args.team)
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+ "_"
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+ str(name)
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+ "_"
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+ str(soc)
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)
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@demarcate
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def db_import(self):
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self.prep_import()
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i = 0
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file = "blank"
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for file in tqdm(os.listdir(self.connection_info["workload"])):
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if file.endswith(".csv"):
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console_log(
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"database",
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"Uploading: %s" % self.connection_info["workload"] + "/" + file,
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)
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try:
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fileName = file[0 : file.find(".")]
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data = pd.read_csv(self.connection_info["workload"] + "/" + file)
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# Demangle original KernelNames
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kernel_name_shortener(data, self.args.kernel_verbose)
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data.reset_index(inplace=True)
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data_dict = data.to_dict("records")
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client = MongoClient(
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"mongodb://{}:{}@{}:{}/{}?authSource=admin".format(
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self.connection_info["username"],
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self.connection_info["password"],
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self.connection_info["host"],
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self.connection_info["port"],
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self.connection_info["db"],
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)
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)
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db = client[self.connection_info["db"]]
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collection = db[fileName]
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collection.insert_many(data_dict)
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i += 1
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except pd.errors.EmptyDataError:
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console_warning("database", "Skipping empty file: %s" % file)
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console_log("database", "%s collections successfully added." % i)
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mydb = self.client["workload_names"]
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mycol = mydb["names"]
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value = {"name": self.connection_info["db"]}
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newValue = {"name": self.connection_info["db"]}
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mycol.replace_one(value, newValue, upsert=True)
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console_log("database", "Workload name uploaded.")
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@demarcate
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def db_remove(self):
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db_to_remove = self.client[self.connection_info["workload"]]
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# check the collection names on the database
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self.client.drop_database(db_to_remove)
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db = self.client["workload_names"]
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col = db["names"]
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col.delete_many({"name": self.connection_info["workload"]})
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console_log(
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"database", "Successfully removed %s" % self.connection_info["workload"]
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)
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@abstractmethod
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def pre_processing(self):
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"""Perform any pre-processing steps prior to database conncetion."""
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console_debug("database", "pre-processing database connection")
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if not self.args.remove and not self.args.upload:
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console_error(
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"Either -i/--import or -r/--remove is required in database mode"
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)
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self.interaction_type = "import" if self.args.upload else "remove"
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# Detect interaction type
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if self.interaction_type == "remove":
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console_debug("database", "validating arguments for --remove workflow")
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is_full_workload_name = self.args.workload.count("_") >= 3
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if not is_full_workload_name:
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console_error(
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"-w/--workload is not valid. Please use full workload name "
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"as seen in GUI when removing (i.e. "
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"rocprofiler-compute_asw_vcopy_mi200)"
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)
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if (
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self.connection_info["host"] == None
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or self.connection_info["username"] == None
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):
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console_error(
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"-H/--host and -u/--username are required when "
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"interaction type is set to %s" % self.interaction_type
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)
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if (
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self.connection_info["workload"] == "admin"
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or self.connection_info["workload"] == "local"
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):
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console_error(
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"Cannot remove %s. Try again." % self.connection_info["workload"]
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)
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else:
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console_debug("database", "validating arguments for --import workflow")
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if (
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self.connection_info["host"] == None
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or self.connection_info["team"] == None
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or self.connection_info["username"] == None
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or self.connection_info["workload"] == None
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):
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console_error(
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"-H/--host, -w/--workload, -u/--username, and -t/--team are all "
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"required when interaction type is set to %s"
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% self.interaction_type
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)
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if Path(self.connection_info["workload"]).absolute().is_dir():
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is_workload_empty(self.connection_info["workload"])
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else:
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console_error(
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"--workload is invalid. Please pass path to a valid directory."
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)
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if len(self.args.team) > 13:
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console_error("--team exceeds 13 character limit. Try again.")
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# format path properly
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self.connection_info["workload"] = str(
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Path(self.connection_info["workload"]).absolute().resolve()
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)
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# Detect password
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if self.connection_info["password"] == "":
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try:
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self.connection_info["password"] = getpass.getpass()
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except Exception as e:
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console_error("database", "PASSWORD ERROR %s" % e)
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else:
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console_log("database", "Password received")
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else:
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pass
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# Establish client connection
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connection_str = (
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"mongodb://"
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+ self.connection_info["username"]
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+ ":"
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+ self.connection_info["password"]
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+ "@"
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+ self.connection_info["host"]
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+ ":"
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+ self.connection_info["port"]
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+ "/?authSource=admin"
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)
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self.client = MongoClient(
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connection_str, serverSelectionTimeoutMS=MAX_SERVER_SEL_DELAY
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)
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try:
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self.client.server_info()
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except Exception:
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console_error("database", "Unable to connect to the DB server.")
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