Completed ctx code example

Cargo.toml

@@ -2,7 +2,7 @@
 resolver = "2"
 members = [
     "deep_causality/examples/csm",
-#    "deep_causality/examples/ctx",
+    "deep_causality/examples/ctx",
     "deep_causality/examples/smoking",
     "dcl_data_structures",
     "deep_causality",

deep_causality/examples/ctx/Cargo.toml

@@ -7,7 +7,7 @@ publish = false
 
 [dependencies]
 #deep_causality = "0.2.8"
-deep_causality = { git = "https://github.com/deepcausality-rs/deep_causality.git", rev = "c2c316246b840ed4c9f279fb5ff95c437c8a84b1"}
+deep_causality = { git = "https://github.com/deepcausality-rs/deep_causality.git", rev = "e3e121f99e177c25de18ffd2e3ab319bae9faa01"}
 
 # chrono default-features = false mitigates "RUSTSEC-2020-0071".
 # See https://rustsec.org/advisories/RUSTSEC-2020-0071.html

deep_causality/examples/ctx/src/main.rs

@@ -7,6 +7,7 @@ mod workflow;
 mod io;
 mod config;
 mod model;
+mod utils;
 
 use deep_causality::prelude::time_execution;
 

deep_causality/examples/ctx/src/model/mod.rs

@@ -36,9 +36,10 @@ fn build_causaloid<'l>(
 
     let _ = g.add_edge(root_index, month_index);
 
+    // Here we wrap the causal graph into a causaloid
     Causaloid::from_causal_graph_with_context(
         0,
-        &g,
+        g,
         Option::from(context),
             "Causaloid main graph"
     )

deep_causality/examples/ctx/src/run.rs

@@ -1,8 +1,9 @@
 // Copyright (c) "2023" . Marvin Hansen <[email protected]> All rights reserved.
 
-use std::time::{Duration, Instant};
+use std::time::Instant;
 use deep_causality::prelude::{Contextuable, Identifiable, TimeScale};
 use crate::model::get_main_causaloid;
+use crate::utils;
 use crate::workflow::{build_time_data_context, load_data};
 use crate::workflow::build_model::build_model;
 
@@ -34,7 +35,7 @@ pub fn run()
 
     // Reading parquet files is at least 10x faster than reading CSV files.
     let elapsed = &lap.elapsed();
-    print_duration("Load Data", elapsed);
+    utils::print_duration("Load Data", elapsed);
 
     // This context hypergraph is low resolution (Day), relatively small (<1k nodes),
     // and thus takes only a few milliseconds to generate. In practice,
@@ -50,7 +51,7 @@ pub fn run()
     };
 
     let elapsed = &lap.elapsed();
-    print_duration("Build Context HyperGraph", elapsed);
+    utils::print_duration("Build Context HyperGraph", elapsed);
 
     // Print out some key metrics of the context graph.
     println!("Context HyperGraph Metrics:");
@@ -67,16 +68,10 @@ pub fn run()
         Err(e) => panic!("{}", e),
     };
     let elapsed = &lap.elapsed();
-    print_duration("Build Causal Model", elapsed);
+    utils::print_duration("Build Causal Model", elapsed);
 
     println!("Causal Model:");
     println!("Model ID: {}", model.id());
     println!("Model Description: {}", model.description());
     println!();
 }
-
-fn print_duration(msg: &str, elapsed: &Duration)
-{
-    println!("{} took: {:?} ", msg, elapsed);
-    println!();
-}

deep_causality/examples/ctx/src/types/date_time_bar.rs

@@ -59,9 +59,6 @@ impl DateTimeBar
     pub fn high(&self) -> Decimal {
         self.high
     }
-    pub fn low(&self) -> Decimal {
-        self.low
-    }
     pub fn close(&self) -> Decimal {
         self.close
     }

deep_causality/examples/ctx/src/utils.rs

@@ -0,0 +1,9 @@
+// Copyright (c) "2023" . Marvin Hansen <[email protected]> All rights reserved.
+
+use std::time::Duration;
+
+pub fn print_duration(msg: &str, elapsed: &Duration)
+{
+    println!("{} took: {:?} ", msg, elapsed);
+    println!();
+}