Automatic push from FunctionsAPI

Cargo.toml

@@ -0,0 +1,12 @@
+[package]
+  edition = "2024"
+  name    = "web"
+  version = "0.1.0"
+
+[dependencies]
+  fathom-function      = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "FTHM-13063/sgr" }
+  pipeline-application = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "FTHM-13063/sgr" }
+  serde                = { version = "1.0.219", features = ["derive"] }
+  tokio                = { version = "1.43.0", features = ["macros", "rt-multi-thread"] }
+  uom                  = { version = "0.36" }
+  uuid                 = { version = "1" }

README.md

@@ -1,2 +1,73 @@
-# 4d4c9e5515394fdab729a0f97ca0fdfd
+# Segment growth rate
 
+The segment growth rate calculation is useful when the ILI comparison is unable to get good
+results.
+
+Before performing any comparison or analysis between two ILI reports, the user must verify the
+following parameters are consistent across both inspections:
+
+- *Detection Threshold*: Ensure the detection threshold is the same in both ILI reports.
+- *Reporting Threshold*: Ensure the reporting threshold is the same in both ILI reports.
+- *Tool Tolerances*: Ensure the specified tool tolerances are the same in both ILI reports.
+
+Failure to verify these parameters may result in inaccurate comparison or false growth
+assessments.
+
+## Input
+
+### Arguments
+
+- `org_id`: as string which should be a valid `uuid` for the organization
+- `project_id`: the id of the data project where the pipeline data is found
+- `pipeline_id`: a `array` of string values representing a valid `uuid` for a pipeline
+- `older_ili_id`: a `array` of string values representing a valid `uuid` for an ili report sequence
+- `newer_ili_id`: a `array` of string values representing a valid `uuid` for an ili report sequence
+- `initial_segment_length`: a `float` value
+- `depth_histogram_width`: a `float` value
+- `length_histogram_width`: a `float` value
+- `maximum_segment_length`: a `float` value
+- `minimum_segment_length`: a `float` value
+- `growth_rate_type`: a `string` whose values should be one of
+  - `mean`
+  - `maximum`
+- `confidence`: a `string` whose value should be one of
+  - `high`
+  - `low`
+
+## Creating the function on the platform
+
+To create this function on the platform using the `cli` set up the port forwarding as shown in README.
+
+Then run the following command to create the function.
+
+```bash
+cargo run functions create \
+  -f functions/acr_segment_growth_rate \
+  -d "Run the segment growth rate calculation" \
+  -i org_id=string \
+  -i project_id=string \
+  -i pipeline_id=array \
+  -i older_ili_id=array \
+  -i newer_ili_id=array \
+  -i initial_segment_length=integer \
+  -i growth_rate_type=string \
+  -i depth_histogram_width=float \
+  -i length_histogram_width=float \
+  -i confidence=float \
+  -i maximum_segment_length=float \
+  -i minimum_segment_length=string
+```
+
+## Testing the function locally
+
+You can run and test the function locally by running
+
+```bash
+cargo run
+```
+
+Then you can check it work with `curl` as follows
+
+```bash
+curl localhost:8080 -d $(jq '. | tojson' functions/acr_segment_growth_rate/example_input.json)
+```

example_input.json

@@ -0,0 +1,21 @@
+{
+  "feature_location_threshold": "5",
+  "minimum_depth_growth_threshold": "0",
+  "minimum_length_growth_threshold": "-2",
+  "newer_ili_id": [
+    "d0dd7c6b-6c54-4149-b46c-5e5b033fe6dd"
+  ],
+  "older_ili_id": [
+    "514167e0-f197-4edb-a382-f8db9b048613"
+  ],
+  "org_id": "2cbfe270-d195-48ad-aed1-24145924635c",
+  "orientation_threshold": "15",
+  "pipeline_id": [
+    "01966d47-1d4c-7751-a1f1-0617caa3a00d"
+  ],
+  "project_id": "680b61b0aedd6f9e639d8699",
+  "surface_location_criteria": "matching",
+  "target_minimum_match_rate": "25",
+  "upstream_girth_threshold": "0.05",
+  "weld_location_threshold": "9"
+}

src/main.rs

@@ -0,0 +1,123 @@
+use fathom_function::tracing;
+use pipeline_application::{
+    application::{Application, ConfidenceLevel, GrowthRateType, SegmentGrowthRateConfiguration},
+    serialization::{serialize_meter, serialize_percent},
+};
+use uom::si::f64::{Length, Ratio};
+use uuid::Uuid;
+
+#[fathom_function::function]
+async fn segment_growth_rate(input: Input) -> Result<Output, String> {
+    let app = Application::new_from_compile_env(input.org_id, &input.project_id).unwrap();
+
+    for ((previous_id, newer_id), pipeline_id) in input
+        .older_ili_id
+        .into_iter()
+        .zip(input.newer_ili_id)
+        .zip(input.pipeline_id)
+    {
+        app.segment_growth_rate(
+            pipeline_id,
+            previous_id,
+            newer_id,
+            SegmentGrowthRateConfiguration::from(&input.criteria),
+        )
+        .await
+        .map_err(|err| {
+            tracing::error!(
+                %pipeline_id, %newer_id, %previous_id, ?err,
+                "Error running comparison algorithm"
+            );
+            format!("{err:?}")
+        })?;
+    }
+
+    Ok(Output {
+        status: "Success".to_owned(),
+    })
+}
+
+#[derive(Debug, serde::Serialize)]
+struct Output {
+    status: String,
+}
+
+#[derive(Debug, serde::Deserialize)]
+struct Input {
+    org_id: Uuid,
+    project_id: String,
+    pipeline_id: Vec<Uuid>,
+    older_ili_id: Vec<Uuid>,
+    newer_ili_id: Vec<Uuid>,
+
+    #[serde(flatten)]
+    criteria: Configuration,
+}
+
+#[derive(Debug, serde::Deserialize)]
+pub struct Configuration {
+    /// The initial segment length in meters
+    initial_segment_length: u32,
+    /// The growth rate type
+    growth_rate_type: GRType,
+    /// The width of the depth histogram bins
+    #[serde(with = "serialize_percent")]
+    depth_histogram_width: Ratio,
+    /// The width of the length histogram bins
+    #[serde(with = "serialize_meter")]
+    length_histogram_width: Length,
+    /// The desired confidence level of the calculation
+    confidence: Confidence,
+    /// The minimum segment size in meters - this is the point at which the algorithm will no
+    /// longer split segments in two.
+    minimum_segment_length: u32,
+    /// The maximum segments size in meters for the purpose of validating segments
+    ///
+    /// Default value 1600 m.
+    max_segment_size: u32,
+}
+
+#[derive(Debug, Clone, Copy, serde::Deserialize)]
+#[serde(rename_all = "snake_case")]
+enum GRType {
+    Mean,
+    Maximum,
+}
+
+impl From<GRType> for GrowthRateType {
+    fn from(value: GRType) -> GrowthRateType {
+        match value {
+            GRType::Mean => Self::MeanGrowthRate,
+            GRType::Maximum => Self::MaximumReported,
+        }
+    }
+}
+
+#[derive(Debug, Clone, Copy, serde::Deserialize)]
+#[serde(rename_all = "snake_case")]
+enum Confidence {
+    High,
+    Low,
+}
+
+impl From<Confidence> for ConfidenceLevel {
+    fn from(value: Confidence) -> Self {
+        match value {
+            Confidence::High => Self::High,
+            Confidence::Low => Self::Low,
+        }
+    }
+}
+
+impl From<&Configuration> for SegmentGrowthRateConfiguration {
+    fn from(value: &Configuration) -> Self {
+        SegmentGrowthRateConfiguration::default()
+            .with_initial_segment_length(value.initial_segment_length)
+            .with_growth_rate_type(value.growth_rate_type.into())
+            .with_depth_histogram_width(value.depth_histogram_width)
+            .with_length_histogram_width(value.length_histogram_width)
+            .with_confidence(value.confidence.into())
+            .with_minimum_segment_length(value.minimum_segment_length)
+            .with_maximum_segment_length(value.max_segment_size)
+    }
+}