# magma-rsam
Python package to calculating RSAM Value
```python
from magma_rsam import RSAM, PlotRsam
rsam = RSAM(
seismic_dir="G:\\Output\\Converted\\SDS",
station='AWU1',
channel='EHZ',
network = 'VG',
location = '00',
start_date = '2024-01-01',
end_date = '2024-07-31',
directory_structure = 'sds' # check https://github.com/martanto/magma-converter for supported directory
)
```
Apply filter:
```python
rsam.apply_filter(freq_min=5.0, freq_max=18.0)
```
Run RSAM calculation:
```python
rsam.run()
```
## Plot RSAM
```python
plot_rsam = PlotRsam(
station = 'AWU1',
channel = 'EHZ',
network = 'VG',
location = '00',
start_date = '2024-01-01',
end_date = '2024-07-31',
resample = '10min'
)
```
Plot using filter:
```python
plot_rsam.with_filter(
freq_min=5.0,
freq_max=18.0
)
```
Set `y_limit`:
```python
plot_rsam.set_y_lim(
y_min=0,
y_max=1200
)
```
Run plot:
```python
plot_rsam.run(
metrics = ['mean', 'median'],
windows = ['1d'],
plot_as_log = False,
datetime_interval = 7,
colors = ['#FFEB3B', '#F44336'] # colors must have the same length of metrics*windows
)
```
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