parser <- add_argument(parser, "--N", default=500, help="number of observations of w")
parser <- add_argument(parser, "--m", default=100, help="m the number of ground truth observations")
parser <- add_argument(parser, "--seed", default=4321, help='seed for the rng')
-parser <- add_argument(parser, "--outfile", help='output file', default='example_2_B.feather')
+parser <- add_argument(parser, "--outfile", help='output file', default='example_1.feather')
args <- parse_args(parser)
B0 <- 0
SHELL=bash
-Ns=[1000,10000,25000]
+Ns=[500,1000,10000,25000]
ms=[50, 100, 250, 500]
seeds=[$(shell seq -s, 1 250)]
all:remembr.RDS
srun=srun -A comdata -p compute-bigmem --time=10:00:00 --mem 4G -c 1
-example_1_jobs: example_1.R
- grid_sweep.py --command "Rscript example_1.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_1.feather"]}' --outfile example_1_jobs
+example_1_jobs: 01_two_covariates.R simulation_base.R grid_sweep.py
+ grid_sweep.py --command "Rscript 01_two_covariates.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_1.feather"]}' --outfile example_1_jobs
example_1.feather: example_1_jobs
rm -f example_1.feather
sbatch --wait --verbose --array=1-3000 run_simulation.sbatch 0 example_1_jobs
-# sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_1_jobs
+ sbatch --wait --verbose --array=3001-6001 run_simulation.sbatch 0 example_1_jobs
example_2_jobs: example_2.R
grid_sweep.py --command "Rscript example_2.R" --arg_dict '{"N":${Ns},"m":${ms}, "seed":${seeds}, "outfile":["example_2.feather"]}' --outfile example_2_jobs
--- /dev/null
+#!/usr/bin/env python3
+
+import fire
+from itertools import product
+
+def main(command, arg_dict, outfile):
+ keys = []
+ values = []
+
+ for i,p in enumerate(arg_dict.items()):
+ k,v = p
+ keys.append(k)
+ values.append(v)
+ command = command + f" --{k} {{{i}}} "
+
+ args_list = product(*values)
+
+ with open(outfile,'w') as of:
+ for args in args_list:
+ of.write(command.format(*args) + '\n')
+
+if __name__ == '__main__':
+ fire.Fire(main)
#SBATCH --mem=8G
#SBATCH --cpus-per-task=1
#SBATCH --ntasks-per-node=1
-#SBATCH --chdir /gscratch/comdata/users/nathante/ml_measurement_error/mi_simulations
+#SBATCH --chdir /gscratch/comdata/users/nathante/ml_measurement_error_public/simulations
#SBATCH --output=simulation_jobs/%A_%a.out
#SBATCH --error=simulation_jobs/%A_%a.out