## Changelog:
# MH 0.0.34 2022-09-15: further variables added
# MH 0.0.33 2022-09-12: further variables added
# MH 0.0.32 2022-09-11: initial programming
# install.packages("RMariaDB")
library("RMariaDB")
# get config file
dw <- config::get("datawarehouse")
# connect to data base
con <- dbConnect( eval(parse(text=dw$driver)),
host = dw$server,
port = dw$port,
username = dw$uid,
password = dw$pwd,
dbname = dw$database )
########### logs ###########
dbExecute(con,
"DROP TABLE IF EXISTS logs;"
)
dbExecute(con,
"CREATE TABLE logs (
logid BIGINT UNSIGNED NOT NULL AUTO_INCREMENT PRIMARY KEY,
datetimestr CHAR(23),
datetime DATETIME,
year SMALLINT UNSIGNED,
month TINYINT UNSIGNED,
day TINYINT UNSIGNED,
hour TINYINT UNSIGNED,
min TINYINT UNSIGNED,
sec TINYINT UNSIGNED,
optimalclpm_version_str VARCHAR(11),
version TINYINT UNSIGNED,
subversion TINYINT UNSIGNED,
subsubversion TINYINT UNSIGNED,
optimalclpm_version_date_str CHAR(10),
optimalclpm_version_date DATE,
optimalclpm_version_year SMALLINT UNSIGNED,
optimalclpm_version_month TINYINT UNSIGNED,
optimalclpm_version_day TINYINT UNSIGNED,
what VARCHAR(12),
direction VARCHAR(3),
via VARCHAR(5),
par CHAR(1),
via_function VARCHAR(19),
optimizer VARCHAR(6),
starting_values SMALLINT UNSIGNED,
set_seed_value BIGINT,
direction_optimizer VARCHAR(3),
starting_values_equation VARCHAR(50),
budget INT UNSIGNED,
target_power DEC(3,2) UNSIGNED,
l2_cost FLOAT(24) UNSIGNED,
l1_cost FLOAT(24) UNSIGNED,
alpha DEC(3,2) UNSIGNED,
T TINYINT UNSIGNED,
T_min FLOAT(24) UNSIGNED,
T_max FLOAT(24) UNSIGNED,
N_min FLOAT(24) UNSIGNED,
N_max FLOAT(24) UNSIGNED,
T_integer BOOL,
N_integer BOOL,
T_max_bound FLOAT(24) UNSIGNED,
T_max_set FLOAT(24) UNSIGNED,
T_min_bound FLOAT(24) UNSIGNED,
T_min_set FLOAT(24) UNSIGNED,
N_max_bound FLOAT(24) UNSIGNED,
N_min_bound FLOAT(24) UNSIGNED,
model VARCHAR(200),
n_ov SMALLINT UNSIGNED,
timeout SMALLINT UNSIGNED,
timeout_log_data SMALLINT UNSIGNED,
stability_check BOOL,
runs TINYINT UNSIGNED,
pop_size SMALLINT UNSIGNED,
max_generations SMALLINT UNSIGNED,
wait_generations TINYINT UNSIGNED,
boundary_enforcement TINYINT UNSIGNED,
solution_tolerance FLOAT(24) UNSIGNED,
N_opt FLOAT(24) UNSIGNED,
T_opt FLOAT(24) UNSIGNED,
budget_opt INT UNSIGNED,
run_time_optimizer_secs FLOAT(24) UNSIGNED,
run_time_log_data_secs FLOAT(24) UNSIGNED,
optimizer_runs SMALLINT UNSIGNED,
stable_solution BOOL
);"
)
# Run query to get results as dataframe
( d <- dbGetQuery(con, "SELECT * FROM logs") )
########### target_parameters ###########
dbExecute(con,
"DROP TABLE IF EXISTS target_parameters;"
)
dbExecute(con,
"CREATE TABLE target_parameters (
logid BIGINT UNSIGNED NOT NULL,
target_parameters VARCHAR(50),
power_max DEC(3,2) UNSIGNED
);"
)
# Run query to get results as dataframe
( d <- dbGetQuery(con, "SELECT * FROM target_parameters") )
########### par_opts ###########
dbExecute(con,
"DROP TABLE IF EXISTS par_opts;"
)
dbExecute(con,
"CREATE TABLE par_opts (
logid BIGINT UNSIGNED NOT NULL,
par_opts FLOAT(24) UNSIGNED
);"
)
# Run query to get results as dataframe
( d <- dbGetQuery(con, "SELECT * FROM par_opts") )
########### error_codes ###########
dbExecute(con,
"DROP TABLE IF EXISTS error_codes;"
)
dbExecute(con,
"CREATE TABLE error_codes (
logid BIGINT UNSIGNED NOT NULL,
error_codes SMALLINT UNSIGNED
);"
)
# Run query to get results as dataframe
( d <- dbGetQuery(con, "SELECT * FROM error_codes") )
########### model_matrices ###########
dbExecute(con,
"DROP TABLE IF EXISTS model_matrices;"
)
dbExecute(con,
"CREATE TABLE model_matrices (
logid BIGINT UNSIGNED NOT NULL,
matrix VARCHAR(10),
value FLOAT(24),
labels VARCHAR(50)
);"
)
# Run query to get results as dataframe
( d <- dbGetQuery(con, "SELECT * FROM model_matrices") )
# Send query to pull requests in batches
# res <- dbSendQuery(con, "SELECT * FROM logs")
# data <- dbFetch(res, n = 2)
# data
# dbHasCompleted(res)
# dbClearResult(res)
dbDisconnect(con)
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