quarto example add

---

title: "Untitled"

format: html

---

```{r setup}

#| echo: false

library(reticulate)

library(dplyr)

library(lubridate)

library(readr)

library(ggplot2)

use_condaenv("powersheds")

```

```{python}

import pandas as pd

import powersheds

df = pd.read_csv("examples/dev/inflow_release_ex1.csv")

inflow = df['inflow']

release = df['release']

storage, actual_release, spill = powersheds.simulate_cascade(inflow, release)

```

```{r}

tibble(

    storage = py$storage,

    release = py$actual_release,

    spill = py$spill

    ) |>

    bind_cols(read_csv("examples/dev/inflow_release_ex1.csv")) |>

    ggplot(aes(datetime, storage)) + geom_line()

```

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