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- import config
- rule create_correlation_matrix_from_spikes:
- input:
- script = 'scripts/correlation_matrix_from_spikes.py',
- spikes = 'simulation_output/{simulator}/out_firings_after{t}h.dat',
- output:
- correlation = 'simulation_output/{simulator}/correlations_after{t}h.npy'
- params:
- t_start = config.t_start,
- t_stop = config.t_stop,
- bin_size = config.bin_size
- shell:
- """
- python {input.script} --spikes "{input.spikes}" \
- --output "{output.correlation}" \
- --t_stop {params.t_stop} \
- --t_start {params.t_start} \
- --bin_size {params.bin_size}
- """
- rule compare_polychrony_networks:
- input:
- script = "../scripts/{test}.py",
- matrix_a = 'simulation_output/C/correlations_after{t}h.npy',
- matrix_b = 'simulation_output/SpiNNaker/correlations_after{t}h.npy'
- output:
- temp('results/{test}_after{t}h.json')
- params:
- N = config.N,
- bin_num = config.bin_num
- shell:
- """
- echo {params.is_connectivity}
- python {input.script} --matrix_a {input.matrix_a} \
- --matrix_b {input.matrix_b} \
- --output {output} \
- --bin_num {params.bin_num} \
- --N {params.N} \
- """
- rule score_to_dataframe:
- input:
- script = '../scripts/score_to_dataframe.py',
- data = 'results/{test}_after{t}h.json'
- output:
- 'results/{test}_after{t}h.csv'
- params:
- N = config.N,
- t_start = config.t_start,
- t_stop = config.t_stop,
- bin_size = config.bin_size,
- bin_num = config.bin_num,
- simulator_a = 'C',
- simulator_b = 'SpiNNaker'
- shell:
- """
- python {input.script} --output "{output}" \
- --input "{input.data}" \
- --recording_window {wildcards.t} \
- --N {params.N} \
- --t_start {params.t_start} \
- --t_stop {params.t_stop} \
- --bin_size {params.bin_size} \
- --bin_num {params.bin_num} \
- --simulator_a {params.simulator_a} \
- --simulator_b {params.simulator_b} \
- --test {wildcards.test}
- """
- rule merge_comparison_results:
- input:
- script = '../scripts/merge_dataframes.py',
- paths_file = 'results/'
- output:
- 'results/simulator_comparison.csv'
- shell:
- """
- python {input.script} --input "{input.paths_file}" \
- --output "{output}"
- """
- rule scan:
- input:
- expand('results/{test}_after{t}h.csv',
- t=config.recording_window,
- test=config.test)
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