From 667713b575a2376eb45513a5c93098a546d185a1 Mon Sep 17 00:00:00 2001
From: Frank Villaro-Dixon <frank@villaro-dixon.eu>
Date: Sun, 27 Oct 2024 19:44:07 +0100
Subject: [PATCH] init repo

Signed-off-by: Frank Villaro-Dixon <frank@villaro-dixon.eu>
---
 .gitignore              |    3 +
 Cargo.lock              | 3221 +++++++++++++++++++++++++++++++++++++++
 Cargo.toml              |   13 +
 examples/consumption.rs |   26 +
 examples/generation.rs  |   32 +
 examples/static.rs      |   40 +
 examples/token.rs       |   13 +
 src/api/consumption.rs  |  245 +++
 src/api/generation.rs   |  214 +++
 src/api/mod.rs          |   31 +
 src/lib.rs              |  123 ++
 11 files changed, 3961 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 Cargo.lock
 create mode 100644 Cargo.toml
 create mode 100644 examples/consumption.rs
 create mode 100644 examples/generation.rs
 create mode 100644 examples/static.rs
 create mode 100644 examples/token.rs
 create mode 100644 src/api/consumption.rs
 create mode 100644 src/api/generation.rs
 create mode 100644 src/api/mod.rs
 create mode 100644 src/lib.rs

diff --git a/.gitignore b/.gitignore
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index 0000000..0e3f2fc
--- /dev/null
+++ b/.gitignore
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diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..3b547eb
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+ "zstd-sys",
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+[[package]]
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diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..64e35e9
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,13 @@
+[package]
+name = "rte-france"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+anyhow = "1.0.91"
+chrono = "0.4.38"
+oauth2 = "4.4.2"
+polars = { version = "0.43.1", features = ["timezones"] }
+reqwest = { version = "0.12.8", features = ["blocking", "json"] }
+serde = "1.0.213"
+serde_json = "1.0.132"
diff --git a/examples/consumption.rs b/examples/consumption.rs
new file mode 100644
index 0000000..33c8f18
--- /dev/null
+++ b/examples/consumption.rs
@@ -0,0 +1,26 @@
+use rte_france::api::consumption::ConsumptionForecast;
+use rte_france::api::DateRange;
+use rte_france::RteApi;
+
+fn main() {
+    let mut rte_api = RteApi::from_env_values();
+    rte_api.authenticate().expect("Failed to authenticate");
+
+    let consumption_forecast = ConsumptionForecast::new(&rte_api);
+
+    let in_1h = chrono::Utc::now() + chrono::Duration::hours(1);
+
+    let range = DateRange {
+        start: in_1h,
+        end: in_1h + chrono::Duration::hours(35),
+    };
+    println!("range: {:?}", range);
+    //    let data =
+    //        consumption_forecast.short_term(ShortTermForecastType::DayAfterTomorrow, Some(range));
+    //    println!("data: {:?}", data);
+    //    println!("{}", data.unwrap().as_polars_df().unwrap());
+
+    let weekly = consumption_forecast.weekly_forecast(None);
+    println!("data: {:?}", weekly);
+    println!("{}", weekly.unwrap().as_polars_df().unwrap());
+}
diff --git a/examples/generation.rs b/examples/generation.rs
new file mode 100644
index 0000000..ff294e2
--- /dev/null
+++ b/examples/generation.rs
@@ -0,0 +1,32 @@
+use rte_france::api::generation::ForecastType;
+use rte_france::api::generation::GenerationForecast;
+use rte_france::api::generation::ProductionType;
+use rte_france::api::DateRange;
+use rte_france::RteApi;
+
+fn main() {
+    let mut rte_api = RteApi::from_env_values();
+    rte_api.authenticate().expect("Failed to authenticate");
+
+    let gf = GenerationForecast::new(&rte_api);
+
+    let in_1h = chrono::Utc::now() + chrono::Duration::hours(1);
+
+    let range = DateRange {
+        start: in_1h,
+        end: in_1h + chrono::Duration::hours(23),
+    };
+
+    let forecast = gf.short_term(
+        Some(ProductionType::Solar),
+        None,        //Some(ForecastType::AfterAfterTomorrow),
+        Some(range), //None,
+    );
+    for forecast in forecast.unwrap().forecasts {
+        println!(
+            "forecast: {:?} / {:?} / {:?}",
+            forecast.ty, forecast.sub_type, forecast.production_type
+        );
+        println!("{}", forecast.as_polars_df().unwrap());
+    }
+}
diff --git a/examples/static.rs b/examples/static.rs
new file mode 100644
index 0000000..48c33f1
--- /dev/null
+++ b/examples/static.rs
@@ -0,0 +1,40 @@
+use rte_france::api::consumption::ConsumptionForecast;
+use rte_france::api::consumption::ShortTermForecastType;
+
+struct CachedApi {}
+
+impl rte_france::ApiClient for CachedApi {
+    fn http_get(
+        &self,
+        _path: &str,
+        _query_string: &[(String, String)],
+    ) -> std::result::Result<std::string::String, anyhow::Error> {
+        // Simulated JSON data
+        let _json_data = r#"{"short_term":[{"type":"D-2","start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-25T00:00:00+02:00","values":[{"start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-24T00:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46147},{"start_date":"2024-10-24T00:30:00+02:00","end_date":"2024-10-24T01:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":44347},{"start_date":"2024-10-24T01:00:00+02:00","end_date":"2024-10-24T01:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42455},{"start_date":"2024-10-24T01:30:00+02:00","end_date":"2024-10-24T02:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42743},{"start_date":"2024-10-24T02:00:00+02:00","end_date":"2024-10-24T02:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42241},{"start_date":"2024-10-24T02:30:00+02:00","end_date":"2024-10-24T03:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":40843},{"start_date":"2024-10-24T03:00:00+02:00","end_date":"2024-10-24T03:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":39721},{"start_date":"2024-10-24T03:30:00+02:00","end_date":"2024-10-24T04:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":39013},{"start_date":"2024-10-24T04:00:00+02:00","end_date":"2024-10-24T04:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":38209},{"start_date":"2024-10-24T04:30:00+02:00","end_date":"2024-10-24T05:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":37957},{"start_date":"2024-10-24T05:00:00+02:00","end_date":"2024-10-24T05:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":38579},{"start_date":"2024-10-24T05:30:00+02:00","end_date":"2024-10-24T06:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":40050},{"start_date":"2024-10-24T06:00:00+02:00","end_date":"2024-10-24T06:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":41790},{"start_date":"2024-10-24T06:30:00+02:00","end_date":"2024-10-24T07:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":44556},{"start_date":"2024-10-24T07:00:00+02:00","end_date":"2024-10-24T07:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":47725},{"start_date":"2024-10-24T07:30:00+02:00","end_date":"2024-10-24T08:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":50286},{"start_date":"2024-10-24T08:00:00+02:00","end_date":"2024-10-24T08:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":51826},{"start_date":"2024-10-24T08:30:00+02:00","end_date":"2024-10-24T09:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52039},{"start_date":"2024-10-24T09:00:00+02:00","end_date":"2024-10-24T09:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52375},{"start_date":"2024-10-24T09:30:00+02:00","end_date":"2024-10-24T10:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52879},{"start_date":"2024-10-24T10:00:00+02:00","end_date":"2024-10-24T10:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52800},{"start_date":"2024-10-24T10:30:00+02:00","end_date":"2024-10-24T11:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52910},{"start_date":"2024-10-24T11:00:00+02:00","end_date":"2024-10-24T11:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52874},{"start_date":"2024-10-24T11:30:00+02:00","end_date":"2024-10-24T12:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":53051},{"start_date":"2024-10-24T12:00:00+02:00","end_date":"2024-10-24T12:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":53696},{"start_date":"2024-10-24T12:30:00+02:00","end_date":"2024-10-24T13:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52632},{"start_date":"2024-10-24T13:00:00+02:00","end_date":"2024-10-24T13:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":53547},{"start_date":"2024-10-24T13:30:00+02:00","end_date":"2024-10-24T14:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":51565},{"start_date":"2024-10-24T14:00:00+02:00","end_date":"2024-10-24T14:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":50744},{"start_date":"2024-10-24T14:30:00+02:00","end_date":"2024-10-24T15:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":50050},{"start_date":"2024-10-24T15:00:00+02:00","end_date":"2024-10-24T15:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":48993},{"start_date":"2024-10-24T15:30:00+02:00","end_date":"2024-10-24T16:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":48116},{"start_date":"2024-10-24T16:00:00+02:00","end_date":"2024-10-24T16:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":47513},{"start_date":"2024-10-24T16:30:00+02:00","end_date":"2024-10-24T17:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46912},{"start_date":"2024-10-24T17:00:00+02:00","end_date":"2024-10-24T17:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46630},{"start_date":"2024-10-24T17:30:00+02:00","end_date":"2024-10-24T18:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46318},{"start_date":"2024-10-24T18:00:00+02:00","end_date":"2024-10-24T18:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":47329},{"start_date":"2024-10-24T18:30:00+02:00","end_date":"2024-10-24T19:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":48888},{"start_date":"2024-10-24T19:00:00+02:00","end_date":"2024-10-24T19:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":52311},{"start_date":"2024-10-24T19:30:00+02:00","end_date":"2024-10-24T20:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":53239},{"start_date":"2024-10-24T20:00:00+02:00","end_date":"2024-10-24T20:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":51505},{"start_date":"2024-10-24T20:30:00+02:00","end_date":"2024-10-24T21:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":49248},{"start_date":"2024-10-24T21:00:00+02:00","end_date":"2024-10-24T21:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":47384},{"start_date":"2024-10-24T21:30:00+02:00","end_date":"2024-10-24T22:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46279},{"start_date":"2024-10-24T22:00:00+02:00","end_date":"2024-10-24T22:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":45347},{"start_date":"2024-10-24T22:30:00+02:00","end_date":"2024-10-24T23:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46486},{"start_date":"2024-10-24T23:00:00+02:00","end_date":"2024-10-24T23:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":47374},{"start_date":"2024-10-24T23:30:00+02:00","end_date":"2024-10-25T00:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46334}]}]}"#;
+        let _json_data = r#"{"short_term":[{"type":"D-2","start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-25T00:00:00+02:00","values":[{"start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-24T00:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46147},{"start_date":"2024-10-24T00:30:00+02:00","end_date":"2024-10-24T01:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":44347},{"start_date":"2024-10-24T01:00:00+02:00","end_date":"2024-10-24T01:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42455},{"start_date":"2024-10-24T01:30:00+02:00","end_date":"2024-10-24T02:00:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42743},{"start_date":"2024-10-24T02:00:00+02:00","end_date":"2024-10-24T02:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":42241}]}]}"#;
+        let json_data = r#"{"short_term":[{"type":"D-2","start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-25T00:00:00+02:00","values":[{"start_date":"2024-10-24T00:00:00+02:00","end_date":"2024-10-24T00:30:00+02:00","updated_date":"2024-10-23T00:21:44+02:00","value":46147}]}]}"#;
+
+        // Return the fake response as Ok
+        Ok(json_data.to_string())
+    }
+}
+
+fn main() {
+    /*
+    let client_id = std::env::var("CLIENT_ID").expect("CLIENT_ID must be set");
+    let client_secret = std::env::var("CLIENT_SECRET").expect("CLIENT_SECRET must be set");
+    let mut rte_api = RteApi::new(client_id, client_secret);
+    println!("rte_api: {:?}", rte_api);
+
+    rte_api.authenticate().expect("Failed to authenticate");
+    */
+    let rte_api = CachedApi {};
+
+    println!("Will gen cf");
+    let consumption_forecast = ConsumptionForecast::new(&rte_api);
+    println!("Will gen data");
+    let data = consumption_forecast.short_term(ShortTermForecastType::DayAfterTomorrow, None);
+    println!("data: {:?}", data);
+
+    println!("{}", data.unwrap().as_polars_df().unwrap());
+}
diff --git a/examples/token.rs b/examples/token.rs
new file mode 100644
index 0000000..7474c26
--- /dev/null
+++ b/examples/token.rs
@@ -0,0 +1,13 @@
+use rte_france::RteApi;
+
+fn main() {
+    let client_id = std::env::var("CLIENT_ID").expect("CLIENT_ID must be set");
+    let client_secret = std::env::var("CLIENT_SECRET").expect("CLIENT_SECRET must be set");
+    let mut rte_api = RteApi::new(client_id, client_secret);
+    println!("rte_api: {:?}", rte_api);
+
+    rte_api.authenticate().expect("Failed to authenticate");
+
+    let token = rte_api.get_token();
+    println!("token: {:?}", token);
+}
diff --git a/src/api/consumption.rs b/src/api/consumption.rs
new file mode 100644
index 0000000..d919d9e
--- /dev/null
+++ b/src/api/consumption.rs
@@ -0,0 +1,245 @@
+use std::fmt;
+
+use crate::ApiClient;
+use anyhow::Ok;
+use polars::prelude::*;
+use serde::Deserialize;
+use serde_json;
+
+use chrono::{DateTime, NaiveDateTime, Utc};
+
+use super::DateRange;
+
+pub struct ConsumptionForecast<'a> {
+    client: &'a dyn ApiClient,
+}
+
+/// The type of forecast to retrieve
+pub enum ShortTermForecastType {
+    /// Realised consumption, not a forecast then
+    Realised,
+
+    /// Intra-day forecast
+    Intraday,
+
+    /// Next day forecast
+    Tomorrow,
+
+    /// Day after tomorrow forecast
+    DayAfterTomorrow,
+}
+
+impl fmt::Display for ShortTermForecastType {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let ft = match self {
+            ShortTermForecastType::Realised => "REALISED",
+            ShortTermForecastType::Intraday => "ID",
+            ShortTermForecastType::Tomorrow => "D-1",
+            ShortTermForecastType::DayAfterTomorrow => "D-2",
+        };
+        write!(f, "{}", ft)
+    }
+}
+
+#[derive(Deserialize, Debug)]
+pub struct ShortTermResponse {
+    pub short_term: Vec<ShortTerm>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct ShortTerm {
+    #[serde(rename = "type")]
+    pub ty: String,
+
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub values: Vec<ShortTermValue>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct ShortTermValue {
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub updated_date: DateTime<Utc>,
+    pub value: f64,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct WeeklyForecastResponse {
+    pub weekly_forecasts: Vec<WeeklyForecast>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct WeeklyForecast {
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub updated_date: DateTime<Utc>,
+    pub peak: PeakForecast,
+    pub values: Vec<WeeklyForecastValue>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct PeakForecast {
+    pub peak_hour: DateTime<Utc>,
+    pub value: f64,
+    pub temperature: f64,
+    pub temperature_deviation: f64,
+}
+
+// XXX maybe we could share it with ShortTermValue (except for update)
+#[derive(Deserialize, Debug)]
+pub struct WeeklyForecastValue {
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub value: f64,
+}
+
+impl<'a> ConsumptionForecast<'a> {
+    const SHORT_TERM_URL: &'static str = "/open_api/consumption/v1/short_term";
+    const WEEKLY_URL: &'static str = "/open_api/consumption/v1/weekly_forecasts";
+
+    pub fn new(client: &'a dyn ApiClient) -> Self {
+        Self { client }
+    }
+
+    /// Returns a short term forecast given the forecast type
+    pub fn short_term(
+        &self,
+        forecast_type: ShortTermForecastType,
+        date_range: Option<DateRange>,
+    ) -> Result<ShortTermResponse, anyhow::Error> {
+        let mut qs: Vec<(String, String)> = vec![];
+
+        qs.push(("type".to_string(), forecast_type.to_string()));
+
+        if let Some(date_range) = date_range {
+            qs.append(&mut date_range.to_query_string());
+        }
+
+        let response = self
+            .client
+            .http_get(ConsumptionForecast::SHORT_TERM_URL, &qs);
+
+        let reply = response.unwrap();
+
+        let res = serde_json::from_str(&reply);
+        if let Err(e) = res {
+            eprintln!(
+                "Error: parsing reply of {}?{:?} => '{:?}': {:?}",
+                ConsumptionForecast::SHORT_TERM_URL,
+                qs,
+                reply,
+                e
+            );
+            return Err(anyhow::Error::msg("Failed to parse response"));
+        }
+        Ok(res.unwrap())
+    }
+
+    pub fn weekly_forecast(
+        &self,
+        date_range: Option<DateRange>,
+    ) -> Result<WeeklyForecastResponse, anyhow::Error> {
+        let mut qs: Vec<(String, String)> = vec![];
+        if let Some(date_range) = date_range {
+            qs.append(&mut date_range.to_query_string());
+        }
+
+        let response = self.client.http_get(ConsumptionForecast::WEEKLY_URL, &qs);
+
+        let reply = response.unwrap();
+
+        let res = serde_json::from_str(&reply);
+        if let Err(e) = res {
+            eprintln!(
+                "Error: parsing reply of {}?{:?} => '{:?}': {:?}",
+                ConsumptionForecast::WEEKLY_URL,
+                qs,
+                reply,
+                e
+            );
+            return Err(anyhow::Error::msg("Failed to parse response"));
+        }
+        Ok(res.unwrap())
+    }
+}
+
+// XXX trait
+impl ShortTermResponse {
+    pub fn as_polars_df(&self) -> Result<polars::prelude::DataFrame, anyhow::Error> {
+        let mut start_dates: Vec<NaiveDateTime> = vec![];
+        let mut end_dates: Vec<NaiveDateTime> = vec![];
+        let mut updated_dates: Vec<NaiveDateTime> = vec![];
+        let mut values: Vec<f64> = vec![];
+
+        let short_term_response = &self.short_term[0];
+
+        for st in short_term_response.values.iter() {
+            start_dates.push(st.start_date.naive_utc());
+            end_dates.push(st.end_date.naive_utc());
+            //if let Some(ud) = &st.updated_date {
+            updated_dates.push(st.updated_date.naive_utc());
+            // }
+            values.push(st.value);
+        }
+
+        let start_dates_series = Series::new("start_date".into(), start_dates);
+        let end_dates_series = Series::new("end_date".into(), end_dates);
+        let updated_dates_series = Series::new("updated_date".into(), updated_dates);
+        let values_series = Series::new("value".into(), values);
+
+        let df = DataFrame::new(vec![
+            start_dates_series,
+            end_dates_series,
+            updated_dates_series,
+            values_series,
+        ])?;
+
+        Ok(df)
+    }
+}
+
+impl WeeklyForecastResponse {
+    pub fn as_polars_df(&self) -> Result<polars::prelude::DataFrame, anyhow::Error> {
+        let mut start_dates: Vec<NaiveDateTime> = vec![];
+        let mut end_dates: Vec<NaiveDateTime> = vec![];
+        let mut updated_dates: Vec<NaiveDateTime> = vec![];
+        let mut peak_temperatures: Vec<f64> = vec![];
+        let mut peak_temperature_deviations: Vec<f64> = vec![];
+        let mut values: Vec<f64> = vec![];
+
+        for day_forecast in &self.weekly_forecasts {
+            let temperature = day_forecast.peak.temperature;
+            let temperature_deviation = day_forecast.peak.temperature_deviation;
+
+            for wf in day_forecast.values.iter() {
+                start_dates.push(wf.start_date.naive_utc());
+                end_dates.push(wf.end_date.naive_utc());
+                updated_dates.push(day_forecast.updated_date.naive_utc());
+                peak_temperatures.push(temperature);
+                peak_temperature_deviations.push(temperature_deviation);
+                values.push(wf.value);
+            }
+        }
+
+        let start_dates_series = Series::new("start_date".into(), start_dates);
+        let end_dates_series = Series::new("end_date".into(), end_dates);
+        let updated_dates_series = Series::new("updated_date".into(), updated_dates);
+        let peak_temperatures_series = Series::new("peak_temperature".into(), peak_temperatures);
+        let peak_temperature_deviations_series = Series::new(
+            "peak_temperature_deviation".into(),
+            peak_temperature_deviations,
+        );
+
+        let df = DataFrame::new(vec![
+            start_dates_series,
+            end_dates_series,
+            updated_dates_series,
+            peak_temperatures_series,
+            peak_temperature_deviations_series,
+            Series::new("value".into(), values),
+        ])?;
+
+        Ok(df)
+    }
+}
diff --git a/src/api/generation.rs b/src/api/generation.rs
new file mode 100644
index 0000000..8b5b99b
--- /dev/null
+++ b/src/api/generation.rs
@@ -0,0 +1,214 @@
+use core::fmt;
+
+use chrono::{DateTime, NaiveDateTime, Utc};
+use polars::prelude::*;
+use polars::{frame::DataFrame, series::Series};
+use serde::Deserialize;
+
+use crate::ApiClient;
+
+use super::DateRange;
+
+pub struct GenerationForecast<'a> {
+    client: &'a dyn ApiClient,
+}
+
+#[derive(Debug)]
+pub enum ProductionType {
+    /// Agrégée France
+    AggregatedFrance,
+    /// Eolien terrestre
+    WindOnshore,
+    /// Eolien en mer
+    WindOffshore,
+    /// Solaire
+    Solar,
+    /// Agrégée OA
+    AggregatedCpc,
+    /// Production potentielle des cogénérations MDSE (Mise à disposition du système électrique)
+    Mdse,
+}
+
+impl fmt::Display for ProductionType {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let pt = match self {
+            ProductionType::AggregatedFrance => "AGGREGATED_FRANCE",
+            ProductionType::WindOnshore => "WIND_ONSHORE",
+            ProductionType::WindOffshore => "WIND_OFFSHORE",
+            ProductionType::Solar => "SOLAR",
+            ProductionType::AggregatedCpc => "AGGREGATED_CPC",
+            ProductionType::Mdse => "MDSE",
+        };
+        write!(f, "{}", pt)
+    }
+}
+
+#[derive(Deserialize, Debug)]
+#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
+pub enum ProductionTypeResponse {
+    /// production des moyens programmables agrégée sur la France
+    AggregatedProgrammableFrance,
+    /// production des moyens dits "fatals"  agrégée sur la France
+    AggregatedNonProgrammableFrance,
+
+    WindOnshore,
+    WindOffshore,
+    Solar,
+    AggregatedCpc,
+    /// Installations bénéficiant d'un contrat d'achat indexé aux prix de marché Trading Region France
+    #[serde(rename = "MDSETRF")]
+    MdseTrf,
+    /// Installations bénéficiant d'un contrat d'achat indexé sur le tarif réglementé de fourniture de gaz STS
+    #[serde(rename = "MDSESTS")]
+    MdseSts,
+}
+impl fmt::Display for ProductionTypeResponse {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let pt = match self {
+            ProductionTypeResponse::AggregatedProgrammableFrance => {
+                "AGGREGATED_PROGRAMMABLE_FRANCE"
+            }
+            ProductionTypeResponse::AggregatedNonProgrammableFrance => {
+                "AGGREGATED_NON_PROGRAMMABLE_FRANCE"
+            }
+            ProductionTypeResponse::WindOnshore => "WIND_ONSHORE",
+            ProductionTypeResponse::WindOffshore => "WIND_OFFSHORE",
+            ProductionTypeResponse::Solar => "SOLAR",
+            ProductionTypeResponse::AggregatedCpc => "AGGREGATED_CPC",
+            ProductionTypeResponse::MdseTrf => "MDSE_TRF",
+            ProductionTypeResponse::MdseSts => "MDSE_STS",
+        };
+        write!(f, "{}", pt)
+    }
+}
+
+#[derive(Debug, Deserialize)]
+pub enum ForecastType {
+    Current,
+    Intraday,
+    Tomorrow,
+    AfterTomorrow,
+    AfterAfterTomorrow, // Lol, this is a dumb name
+}
+
+impl fmt::Display for ForecastType {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let ft = match self {
+            ForecastType::Current => "CURRENT",
+            ForecastType::Intraday => "ID",
+            ForecastType::Tomorrow => "D-1",
+            ForecastType::AfterTomorrow => "D-2",
+            ForecastType::AfterAfterTomorrow => "D-3",
+        };
+        write!(f, "{}", ft)
+    }
+}
+
+#[derive(Deserialize, Debug)]
+pub struct ForecastResponse {
+    pub forecasts: Vec<Forecast>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct Forecast {
+    #[serde(rename = "type")]
+    pub ty: String, // XXX enum
+
+    pub sub_type: Option<String>,                // XXX enum
+    pub production_type: ProductionTypeResponse, // XXX enum
+
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub values: Vec<ForecastValue>,
+}
+
+#[derive(Deserialize, Debug)]
+pub struct ForecastValue {
+    pub start_date: DateTime<Utc>,
+    pub end_date: DateTime<Utc>,
+    pub updated_date: DateTime<Utc>,
+    pub value: f64,
+    pub load_factor: Option<f64>, // only for production_type: Wind*
+}
+
+impl<'a> GenerationForecast<'a> {
+    const URL: &'static str = "/open_api/generation_forecast/v2/forecasts";
+
+    pub fn new(client: &'a dyn ApiClient) -> Self {
+        Self { client }
+    }
+
+    /// Returns a short term forecast given the forecast type
+    pub fn short_term(
+        &self,
+        production_type: Option<ProductionType>,
+        forecast_type: Option<ForecastType>,
+        date_range: Option<DateRange>,
+    ) -> Result<ForecastResponse, anyhow::Error> {
+        let mut qs: Vec<(String, String)> = vec![];
+
+        //qs.push(("type".to_string(), forecast_type.to_string()));
+
+        if let Some(production_type) = production_type {
+            qs.push(("production_type".to_string(), production_type.to_string()));
+        }
+        if let Some(forecast_type) = forecast_type {
+            qs.push(("type".to_string(), forecast_type.to_string()));
+        }
+
+        if let Some(date_range) = date_range {
+            qs.append(&mut date_range.to_query_string());
+        }
+
+        let response = self.client.http_get(GenerationForecast::URL, &qs);
+
+        let reply = response.unwrap();
+
+        let res = serde_json::from_str(&reply);
+        if let Err(e) = res {
+            eprintln!(
+                "Error: parsing reply of {}?{:?} => '{:?}': {:?}",
+                GenerationForecast::URL,
+                qs,
+                reply,
+                e
+            );
+            return Err(anyhow::Error::msg("Failed to parse response"));
+        }
+        Ok(res.unwrap())
+    }
+}
+
+impl Forecast {
+    pub fn as_polars_df(&self) -> Result<polars::prelude::DataFrame, anyhow::Error> {
+        let mut start_dates: Vec<NaiveDateTime> = vec![];
+        let mut end_dates: Vec<NaiveDateTime> = vec![];
+        let mut updated_dates: Vec<NaiveDateTime> = vec![];
+        let mut values: Vec<f64> = vec![];
+        let mut load_factors: Vec<Option<f64>> = vec![];
+
+        for fv in &self.values {
+            start_dates.push(fv.start_date.naive_utc());
+            end_dates.push(fv.end_date.naive_utc());
+            updated_dates.push(fv.updated_date.naive_utc());
+            values.push(fv.value);
+            load_factors.push(fv.load_factor);
+        }
+
+        let start_dates_series = Series::new("start_date".into(), start_dates);
+        let end_dates_series = Series::new("end_date".into(), end_dates);
+        let updated_dates_series = Series::new("updated_date".into(), updated_dates);
+        let value_series = Series::new("value".into(), values);
+        let lf_series = Series::new("load_factor".into(), load_factors);
+
+        let df = DataFrame::new(vec![
+            start_dates_series,
+            end_dates_series,
+            updated_dates_series,
+            value_series,
+            lf_series,
+        ])?;
+
+        Ok(df)
+    }
+}
diff --git a/src/api/mod.rs b/src/api/mod.rs
new file mode 100644
index 0000000..3aee2a7
--- /dev/null
+++ b/src/api/mod.rs
@@ -0,0 +1,31 @@
+use chrono::{DateTime, Utc};
+
+pub mod consumption;
+pub mod generation;
+
+pub trait FormatToApiFmt {
+    fn to_api_format(&self) -> String;
+}
+
+impl FormatToApiFmt for DateTime<Utc> {
+    fn to_api_format(&self) -> String {
+        // Define the desired format for your API
+        // You can adjust this format string to match the API's expected format
+        self.format("%Y-%m-%dT%H:%M:%S+00:00").to_string()
+    }
+}
+
+#[derive(Debug)]
+pub struct DateRange {
+    pub start: DateTime<Utc>,
+    pub end: DateTime<Utc>,
+}
+
+impl DateRange {
+    fn to_query_string(&self) -> Vec<(String, String)> {
+        vec![
+            ("start_date".to_string(), self.start.to_api_format()),
+            ("end_date".to_string(), self.end.to_api_format()),
+        ]
+    }
+}
diff --git a/src/lib.rs b/src/lib.rs
new file mode 100644
index 0000000..4dcf4fc
--- /dev/null
+++ b/src/lib.rs
@@ -0,0 +1,123 @@
+use oauth2::reqwest::http_client;
+use oauth2::AccessToken;
+use oauth2::{basic::BasicClient, AuthUrl, ClientId, ClientSecret, TokenResponse, TokenUrl};
+
+pub mod api;
+//use api::generation::GenerationForecast;
+
+const PRODUCTION_BASE_URL: &str = "https://digital.iservices.rte-france.com/";
+
+#[derive(Debug)]
+enum ApiException {
+    /// Invalid cliend id or secret
+    InvalidToken,
+    /// Too many requests
+    TooManyRequests,
+    /// The application (api endpoint) has not be registered with the oauth application
+    ApplicationNotRegistered,
+    UnknownError,
+}
+
+pub trait ApiClient {
+    fn http_get(
+        &self,
+        path: &str,
+        query_string: &[(String, String)],
+        //) -> Result<reqwest::blocking::Response, reqwest::Error>;
+    ) -> Result<String, anyhow::Error>;
+}
+
+#[derive(Debug)]
+pub struct RteApi {
+    client_id: ClientId,
+    client_secret: ClientSecret,
+    base_url: String,
+
+    token: Option<AccessToken>,
+}
+
+impl RteApi {
+    pub fn new(client_id: String, client_secret: String) -> Self {
+        RteApi {
+            client_id: ClientId::new(client_id),
+            client_secret: ClientSecret::new(client_secret),
+            base_url: PRODUCTION_BASE_URL.to_string(),
+            token: None,
+        }
+    }
+
+    pub fn from_env_values() -> Self {
+        let client_id = std::env::var("CLIENT_ID").expect("CLIENT_ID must be set");
+        let client_secret = std::env::var("CLIENT_SECRET").expect("CLIENT_SECRET must be set");
+
+        RteApi::new(client_id, client_secret)
+    }
+
+    pub fn with_base_url(mut self, base_url: String) -> Self {
+        self.base_url = base_url;
+        self
+    }
+
+    pub fn authenticate(&mut self) -> anyhow::Result<()> {
+        let auth_url = format!("{}/oauth/authorize", self.base_url);
+        let token_url = format!("{}/oauth/token", self.base_url);
+        let client = BasicClient::new(
+            self.client_id.clone(),
+            Some(self.client_secret.clone()),
+            AuthUrl::new(auth_url)?,
+            Some(TokenUrl::new(token_url)?),
+        );
+
+        let token_result = client.exchange_client_credentials().request(http_client)?;
+
+        self.token = Some(token_result.access_token().clone());
+
+        Ok(())
+    }
+
+    pub fn get_token(&self) -> &String {
+        self.token.as_ref().unwrap().secret()
+    }
+}
+
+impl ApiClient for RteApi {
+    fn http_get(
+        &self,
+        path: &str,
+        query_string: &[(String, String)],
+    ) -> Result<String, anyhow::Error> {
+        let url = format!("{}{}", self.base_url, path);
+        let token = self.token.as_ref().unwrap().secret();
+
+        let http_client = reqwest::blocking::Client::new();
+
+        println!("url: {:?}", url);
+        let response = http_client
+            .get(&url)
+            .query(&query_string)
+            .bearer_auth(token)
+            .send()?;
+
+        let status_code = response.status();
+
+        let body = response.text()?;
+        println!("response: {:?}", body);
+        if !status_code.is_success() {
+            let status = match status_code.as_u16() {
+                401 => ApiException::InvalidToken,
+                429 => ApiException::TooManyRequests,
+                403 => ApiException::ApplicationNotRegistered,
+                _ => ApiException::UnknownError,
+            };
+            eprintln!(
+                "Error HTTP {} ({:?}): {}",
+                status_code.as_str(),
+                status,
+                body
+            );
+            return Err(anyhow::Error::msg(format!("Request failed: {}", 42)));
+        }
+
+        Ok(body)
+    }
+}