[INFO] cloning repository https://github.com/sethdford/deep-risk-model-v1 [INFO] running `Command { std: "git" "-c" "credential.helper=" "-c" "credential.helper=/workspace/cargo-home/bin/git-credential-null" "clone" "--bare" "https://github.com/sethdford/deep-risk-model-v1" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fsethdford%2Fdeep-risk-model-v1", kill_on_drop: false }` [INFO] [stderr] Cloning into bare repository '/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fsethdford%2Fdeep-risk-model-v1'... [INFO] running `Command { std: "git" "rev-parse" "HEAD", kill_on_drop: false }` [INFO] [stdout] 0000970d321d75c21e68df382c01aace7593886b [INFO] testing sethdford/deep-risk-model-v1/0000970d321d75c21e68df382c01aace7593886b against master#d933cf483edf1605142ac6899ff32536c0ad8b22 for pr-150933 [INFO] running `Command { std: "git" "clone" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fsethdford%2Fdeep-risk-model-v1" "/workspace/builds/worker-7-tc1/source", kill_on_drop: false }` [INFO] [stderr] Cloning into '/workspace/builds/worker-7-tc1/source'... [INFO] [stderr] done. [INFO] started tweaking git repo https://github.com/sethdford/deep-risk-model-v1 [INFO] finished tweaking git repo https://github.com/sethdford/deep-risk-model-v1 [INFO] tweaked toml for git repo https://github.com/sethdford/deep-risk-model-v1 written to /workspace/builds/worker-7-tc1/source/Cargo.toml [INFO] validating manifest of git repo https://github.com/sethdford/deep-risk-model-v1 on toolchain d933cf483edf1605142ac6899ff32536c0ad8b22 [INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }` [INFO] crate git repo https://github.com/sethdford/deep-risk-model-v1 already has a lockfile, it will not be regenerated [INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }` [INFO] [stderr] Blocking waiting for file lock on package cache [INFO] [stderr] Updating crates.io index [INFO] [stderr] Blocking waiting for file lock on package cache [INFO] [stderr] Downloading crates ... 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aws-smithy-client v0.55.3 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:cfa559dde23f44738f9990739aaa3487d8df3af37eb5df0572f7cf76004a604a" "/opt/rustwide/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }` [INFO] [stdout] 2864a71c3a561a622d4ec415fc73590459546b524d290dcba686f7caea4200ef [INFO] running `Command { std: "docker" "start" "-a" "2864a71c3a561a622d4ec415fc73590459546b524d290dcba686f7caea4200ef", kill_on_drop: false }` [INFO] running `Command { std: "docker" "inspect" "2864a71c3a561a622d4ec415fc73590459546b524d290dcba686f7caea4200ef", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "2864a71c3a561a622d4ec415fc73590459546b524d290dcba686f7caea4200ef", kill_on_drop: false }` [INFO] [stdout] 2864a71c3a561a622d4ec415fc73590459546b524d290dcba686f7caea4200ef [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:cfa559dde23f44738f9990739aaa3487d8df3af37eb5df0572f7cf76004a604a" "/opt/rustwide/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "build" "--frozen" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] 03dbda3b4f4645dd8fae7ada7807b44627db3bb3cdff6561c50675fa3b8b0383 [INFO] running `Command { std: "docker" "start" "-a" "03dbda3b4f4645dd8fae7ada7807b44627db3bb3cdff6561c50675fa3b8b0383", kill_on_drop: false }` [INFO] [stderr] Compiling syn v2.0.100 [INFO] [stderr] Compiling serde v1.0.219 [INFO] [stderr] Compiling once_cell v1.21.1 [INFO] 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openblas-src v0.10.11 [INFO] [stderr] Compiling lax v0.16.0 [INFO] [stderr] Compiling blas-src v0.8.0 [INFO] [stderr] Compiling ndarray-linalg v0.16.0 [INFO] [stderr] Compiling tokio-util v0.7.14 [INFO] [stderr] Compiling tokio-stream v0.1.17 [INFO] [stderr] Compiling tower v0.4.13 [INFO] [stderr] Compiling tokio-rustls v0.23.4 [INFO] [stderr] Compiling aws-smithy-async v1.2.5 [INFO] [stderr] Compiling tokio-native-tls v0.3.1 [INFO] [stderr] Compiling hyper v1.6.0 [INFO] [stderr] Compiling tower v0.5.2 [INFO] [stderr] Compiling aws-smithy-runtime-api v1.7.4 [INFO] [stderr] Compiling h2 v0.3.26 [INFO] [stderr] Compiling hyper-util v0.1.10 [INFO] [stderr] Compiling aws-smithy-async v0.55.3 [INFO] [stderr] Compiling aws-credential-types v0.55.3 [INFO] [stderr] Compiling axum v0.7.9 [INFO] [stderr] Compiling aws-credential-types v1.2.2 [INFO] [stderr] Compiling hyper v0.14.32 [INFO] [stderr] Compiling aws-smithy-http v0.55.3 [INFO] [stderr] Compiling hyper-rustls v0.23.2 [INFO] [stderr] Compiling lambda_runtime_api_client v0.8.0 [INFO] [stderr] Compiling hyper-tls v0.5.0 [INFO] [stderr] Compiling lambda_runtime v0.8.3 [INFO] [stderr] Compiling reqwest v0.11.27 [INFO] [stderr] Compiling aws-smithy-http-tower v0.55.3 [INFO] [stderr] Compiling aws-sigv4 v0.55.3 [INFO] [stderr] Compiling aws-smithy-checksums v0.55.3 [INFO] [stderr] Compiling aws-smithy-client v0.55.3 [INFO] [stderr] Compiling lambda_http v0.8.3 [INFO] [stderr] Compiling aws-endpoint v0.55.3 [INFO] [stderr] Compiling aws-http v0.55.3 [INFO] [stderr] Compiling aws-sig-auth v0.55.3 [INFO] [stderr] Compiling aws-sdk-sso v0.28.0 [INFO] [stderr] Compiling aws-sdk-sts v0.28.0 [INFO] [stderr] Compiling aws-sdk-s3 v0.28.0 [INFO] [stderr] Compiling aws-config v0.55.3 [INFO] [stderr] Compiling deep_risk_model v0.1.0 (/opt/rustwide/workdir) [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/error.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `thiserror::Error` [INFO] [stdout] --> src/error.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use thiserror::Error; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/gat.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gat.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gat.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `Array3`, `ArrayView1`, `ArrayView2`, and `Axis` [INFO] [stdout] --> src/gru.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayView1, ArrayView2, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^^^^^^^ ^^^^^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt`, `rand_distr::Normal`, and `rand_distr::Uniform` [INFO] [stdout] --> src/gru.rs:2:20 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray_rand::{RandomExt, rand_distr::Normal, rand_distr::Uniform}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::sync::Arc` [INFO] [stdout] --> src/gru.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use std::sync::Arc; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/gru.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gru.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gru.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/model.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ArrayD` [INFO] [stdout] --> src/transformer/mod.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ArrayD; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::error::ModelError` [INFO] [stdout] --> src/transformer/mod.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use crate::error::ModelError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::TransformerConfig` [INFO] [stdout] --> src/transformer/attention.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use crate::transformer::TransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1` and `ArrayD` [INFO] [stdout] --> src/transformer/attention.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2, ArrayD}; [INFO] [stdout] | ^^^^^^ ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayD`, and `Axis` [INFO] [stdout] --> src/transformer/position.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/position.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `s` [INFO] [stdout] --> src/transformer/layer.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `Ix2` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:1:42 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayD, Axis, Ix2}; [INFO] [stdout] | ^^^^^^ ^^^^ ^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `MultiHeadAttention` and `TransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:26 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `anyhow::Result as AnyResult` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use anyhow::Result as AnyResult; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt` and `rand_distr::Normal` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:7:20 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::{RandomExt, rand_distr::Normal}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `super::TransformerConfig as SuperTransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:8:5 [INFO] [stdout] | [INFO] [stdout] 8 | use super::TransformerConfig as SuperTransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::layer::TransformerLayer` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::layer::TransformerLayer; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array3` and `s` [INFO] [stdout] --> src/transformer_risk_model.rs:1:23 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array2, Array3, s}; [INFO] [stdout] | ^^^^^^ ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `TFTConfig` and `TemporalFusionTransformer` [INFO] [stdout] --> src/transformer_risk_model.rs:11:43 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::temporal_fusion::{TemporalFusionTransformer, TFTConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stdout] --> src/tft_risk_model.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray_rand::RandomExt; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::rand_distr::StandardNormal` [INFO] [stdout] --> src/tft_risk_model.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::rand_distr::StandardNormal; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/utils.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, Array3, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/factor_analysis.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s, Axis}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `#![recursion_limit]` attribute can only be used at the crate root [INFO] [stdout] --> src/model.rs:1:1 [INFO] [stdout] | [INFO] [stdout] 1 | #![recursion_limit = "256"] [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_attributes)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `TransformerComponent` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:46 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `r` [INFO] [stdout] --> src/gru.rs:110:13 [INFO] [stdout] | [INFO] [stdout] 110 | let r = gates.slice(s![.., self.hidden_size..2*self.hidden_size]).mapv(|x| 1.0 / (1.0 + (-x).exp())); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_r` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/gru.rs:163:9 [INFO] [stdout] | [INFO] [stdout] 163 | let batch_size = shape[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/transformer/attention.rs:57:13 [INFO] [stdout] | [INFO] [stdout] 57 | let batch_size = x.shape()[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `seq_len` [INFO] [stdout] --> src/tft_risk_model.rs:105:13 [INFO] [stdout] | [INFO] [stdout] 105 | let seq_len = shape[1]; [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_seq_len` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/tft_risk_model.rs:192:13 [INFO] [stdout] | [INFO] [stdout] 192 | let returns = data.returns(); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:82:14 [INFO] [stdout] | [INFO] [stdout] 82 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:129:14 [INFO] [stdout] | [INFO] [stdout] 129 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/factor_analysis.rs:263:9 [INFO] [stdout] | [INFO] [stdout] 263 | returns: &Array2, [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `split_gates` is never used [INFO] [stdout] --> src/gru.rs:161:4 [INFO] [stdout] | [INFO] [stdout] 161 | fn split_gates(gates: &Array2, hidden_size: usize) -> Result<(Array2, Array2, Array2), ModelError> { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `sigmoid` is never used [INFO] [stdout] --> src/gru.rs:172:4 [INFO] [stdout] | [INFO] [stdout] 172 | fn sigmoid(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `tanh` is never used [INFO] [stdout] --> src/gru.rs:176:4 [INFO] [stdout] | [INFO] [stdout] 176 | fn tanh(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_factors` is never read [INFO] [stdout] --> src/model.rs:54:5 [INFO] [stdout] | [INFO] [stdout] 52 | pub struct DeepRiskModel { [INFO] [stdout] | ------------- field in this struct [INFO] [stdout] 53 | n_assets: usize, [INFO] [stdout] 54 | n_factors: usize, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `DeepRiskModel` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_heads` is never read [INFO] [stdout] --> src/transformer/attention.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct MultiHeadAttention { [INFO] [stdout] | ------------------ field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | n_heads: usize, [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `MultiHeadAttention` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `max_seq_len` is never read [INFO] [stdout] --> src/transformer/position.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct PositionalEncoder { [INFO] [stdout] | ----------------- field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | max_seq_len: usize, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `PositionalEncoder` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: fields `d_ff`, `norm2_scale`, and `norm2_bias` are never read [INFO] [stdout] --> src/transformer/layer.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 16 | pub struct TransformerLayer { [INFO] [stdout] | ---------------- fields in this struct [INFO] [stdout] 17 | d_model: usize, [INFO] [stdout] 18 | d_ff: usize, [INFO] [stdout] | ^^^^ [INFO] [stdout] ... [INFO] [stdout] 24 | norm2_scale: Array1, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] 25 | norm2_bias: Array1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `TransformerLayer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `config` is never read [INFO] [stdout] --> src/transformer/model.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 8 | pub struct Transformer { [INFO] [stdout] | ----------- field in this struct [INFO] [stdout] 9 | layers: Vec, [INFO] [stdout] 10 | config: TransformerConfig, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `Transformer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: methods `process_windows`, `compute_volatility`, and `process_batch` are never used [INFO] [stdout] --> src/tft_risk_model.rs:40:14 [INFO] [stdout] | [INFO] [stdout] 16 | impl TFTRiskModel { [INFO] [stdout] | ----------------- methods in this implementation [INFO] [stdout] ... [INFO] [stdout] 40 | async fn process_windows(&self, features: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 86 | fn compute_volatility(&self, returns: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 102 | fn process_batch(&self, batch_tensor: &Array3) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Finished `dev` profile [unoptimized + debuginfo] target(s) in 2m 25s [INFO] running `Command { std: "docker" "inspect" "03dbda3b4f4645dd8fae7ada7807b44627db3bb3cdff6561c50675fa3b8b0383", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "03dbda3b4f4645dd8fae7ada7807b44627db3bb3cdff6561c50675fa3b8b0383", kill_on_drop: false }` [INFO] [stdout] 03dbda3b4f4645dd8fae7ada7807b44627db3bb3cdff6561c50675fa3b8b0383 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:cfa559dde23f44738f9990739aaa3487d8df3af37eb5df0572f7cf76004a604a" "/opt/rustwide/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "test" "--frozen" "--no-run" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] 654139102a38f244f57cf66ad0e44ce3dd00f8f9dc2d09331d8098a4980c4c30 [INFO] running `Command { std: "docker" "start" "-a" "654139102a38f244f57cf66ad0e44ce3dd00f8f9dc2d09331d8098a4980c4c30", kill_on_drop: false }` [INFO] [stderr] Compiling either v1.15.0 [INFO] [stderr] Compiling tokio v1.44.1 [INFO] [stderr] Compiling openssl v0.10.71 [INFO] [stderr] Compiling rustix v1.0.2 [INFO] [stderr] Compiling getrandom v0.3.1 [INFO] [stderr] Compiling tower-http v0.5.2 [INFO] [stderr] Compiling half v2.5.0 [INFO] [stderr] Compiling ciborium-io v0.2.2 [INFO] [stderr] Compiling plotters-backend v0.3.7 [INFO] [stderr] Compiling predicates-core v1.0.9 [INFO] [stderr] Compiling bytes-utils v0.1.4 [INFO] [stderr] Compiling itertools v0.10.5 [INFO] [stderr] Compiling rayon v1.10.0 [INFO] [stderr] Compiling clap_builder v4.5.32 [INFO] [stderr] Compiling anstream v0.6.18 [INFO] [stderr] Compiling float-cmp v0.9.0 [INFO] [stderr] Compiling wait-timeout v0.2.1 [INFO] [stderr] Compiling env_filter v0.1.3 [INFO] [stderr] Compiling termtree v0.5.1 [INFO] [stderr] Compiling aws-smithy-types v1.3.0 [INFO] [stderr] Compiling rand_core v0.9.3 [INFO] [stderr] Compiling plotters-svg v0.3.7 [INFO] [stderr] Compiling ciborium-ll v0.2.2 [INFO] [stderr] Compiling 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Compiling tokio-native-tls v0.3.1 [INFO] [stderr] Compiling tower v0.5.2 [INFO] [stderr] Compiling aws-smithy-runtime-api v1.7.4 [INFO] [stderr] Compiling openblas-build v0.10.11 [INFO] [stderr] Compiling aws-smithy-async v0.55.3 [INFO] [stderr] Compiling h2 v0.3.26 [INFO] [stderr] Compiling h2 v0.4.8 [INFO] [stderr] Compiling tokio-test v0.4.4 [INFO] [stderr] Compiling aws-credential-types v0.55.3 [INFO] [stderr] Compiling openblas-src v0.10.11 [INFO] [stderr] Compiling lax v0.16.0 [INFO] [stderr] Compiling blas-src v0.8.0 [INFO] [stderr] Compiling aws-credential-types v1.2.2 [INFO] [stderr] Compiling aws-types v1.3.6 [INFO] [stderr] Compiling ndarray-linalg v0.16.0 [INFO] [stderr] Compiling hyper v1.6.0 [INFO] [stderr] Compiling hyper-util v0.1.10 [INFO] [stderr] Compiling axum v0.7.9 [INFO] [stderr] Compiling mockito v1.7.0 [INFO] [stderr] Compiling hyper v0.14.32 [INFO] [stderr] Compiling aws-smithy-http v0.55.3 [INFO] [stderr] Compiling hyper-rustls v0.23.2 [INFO] [stderr] Compiling lambda_runtime_api_client v0.8.0 [INFO] [stderr] Compiling hyper-tls v0.5.0 [INFO] [stderr] Compiling lambda_runtime v0.8.3 [INFO] [stderr] Compiling reqwest v0.11.27 [INFO] [stderr] Compiling lambda_http v0.8.3 [INFO] [stderr] Compiling aws-smithy-http-tower v0.55.3 [INFO] [stderr] Compiling aws-sigv4 v0.55.3 [INFO] [stderr] Compiling aws-smithy-checksums v0.55.3 [INFO] [stderr] Compiling aws-smithy-client v0.55.3 [INFO] [stderr] Compiling aws-types v0.55.3 [INFO] [stderr] Compiling aws-http v0.55.3 [INFO] [stderr] Compiling aws-endpoint v0.55.3 [INFO] [stderr] Compiling aws-sig-auth v0.55.3 [INFO] [stderr] Compiling aws-sdk-sso v0.28.0 [INFO] [stderr] Compiling aws-sdk-sts v0.28.0 [INFO] [stderr] Compiling aws-sdk-s3 v0.28.0 [INFO] [stderr] Compiling aws-config v0.55.3 [INFO] [stderr] Compiling deep_risk_model v0.1.0 (/opt/rustwide/workdir) [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/error.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `thiserror::Error` [INFO] [stdout] --> src/error.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use thiserror::Error; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/gat.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gat.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gat.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `Array3`, `ArrayView1`, `ArrayView2`, and `Axis` [INFO] [stdout] --> src/gru.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayView1, ArrayView2, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^^^^^^^ ^^^^^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt`, `rand_distr::Normal`, and `rand_distr::Uniform` [INFO] [stdout] --> src/gru.rs:2:20 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray_rand::{RandomExt, rand_distr::Normal, rand_distr::Uniform}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::sync::Arc` [INFO] [stdout] --> src/gru.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use std::sync::Arc; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/gru.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gru.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gru.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/model.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ArrayD` [INFO] [stdout] --> src/transformer/mod.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ArrayD; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::error::ModelError` [INFO] [stdout] --> src/transformer/mod.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use crate::error::ModelError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::TransformerConfig` [INFO] [stdout] --> src/transformer/attention.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use crate::transformer::TransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1` and `ArrayD` [INFO] [stdout] --> src/transformer/attention.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2, ArrayD}; [INFO] [stdout] | ^^^^^^ ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayD`, and `Axis` [INFO] [stdout] --> src/transformer/position.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/position.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `s` [INFO] [stdout] --> src/transformer/layer.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `Ix2` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:1:42 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayD, Axis, Ix2}; [INFO] [stdout] | ^^^^^^ ^^^^ ^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `MultiHeadAttention` and `TransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:26 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `anyhow::Result as AnyResult` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use anyhow::Result as AnyResult; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt` and `rand_distr::Normal` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:7:20 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::{RandomExt, rand_distr::Normal}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `super::TransformerConfig as SuperTransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:8:5 [INFO] [stdout] | [INFO] [stdout] 8 | use super::TransformerConfig as SuperTransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::layer::TransformerLayer` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::layer::TransformerLayer; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array3` and `s` [INFO] [stdout] --> src/transformer_risk_model.rs:1:23 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array2, Array3, s}; [INFO] [stdout] | ^^^^^^ ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `TFTConfig` and `TemporalFusionTransformer` [INFO] [stdout] --> src/transformer_risk_model.rs:11:43 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::temporal_fusion::{TemporalFusionTransformer, TFTConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stdout] --> src/tft_risk_model.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray_rand::RandomExt; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::rand_distr::StandardNormal` [INFO] [stdout] --> src/tft_risk_model.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::rand_distr::StandardNormal; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/utils.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, Array3, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/factor_analysis.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s, Axis}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `#![recursion_limit]` attribute can only be used at the crate root [INFO] [stdout] --> src/model.rs:1:1 [INFO] [stdout] | [INFO] [stdout] 1 | #![recursion_limit = "256"] [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_attributes)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `TransformerComponent` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:46 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `r` [INFO] [stdout] --> src/gru.rs:110:13 [INFO] [stdout] | [INFO] [stdout] 110 | let r = gates.slice(s![.., self.hidden_size..2*self.hidden_size]).mapv(|x| 1.0 / (1.0 + (-x).exp())); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_r` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/gru.rs:163:9 [INFO] [stdout] | [INFO] [stdout] 163 | let batch_size = shape[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/transformer/attention.rs:57:13 [INFO] [stdout] | [INFO] [stdout] 57 | let batch_size = x.shape()[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `seq_len` [INFO] [stdout] --> src/tft_risk_model.rs:105:13 [INFO] [stdout] | [INFO] [stdout] 105 | let seq_len = shape[1]; [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_seq_len` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/tft_risk_model.rs:192:13 [INFO] [stdout] | [INFO] [stdout] 192 | let returns = data.returns(); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:82:14 [INFO] [stdout] | [INFO] [stdout] 82 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:129:14 [INFO] [stdout] | [INFO] [stdout] 129 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/factor_analysis.rs:263:9 [INFO] [stdout] | [INFO] [stdout] 263 | returns: &Array2, [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `split_gates` is never used [INFO] [stdout] --> src/gru.rs:161:4 [INFO] [stdout] | [INFO] [stdout] 161 | fn split_gates(gates: &Array2, hidden_size: usize) -> Result<(Array2, Array2, Array2), ModelError> { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `sigmoid` is never used [INFO] [stdout] --> src/gru.rs:172:4 [INFO] [stdout] | [INFO] [stdout] 172 | fn sigmoid(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `tanh` is never used [INFO] [stdout] --> src/gru.rs:176:4 [INFO] [stdout] | [INFO] [stdout] 176 | fn tanh(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_factors` is never read [INFO] [stdout] --> src/model.rs:54:5 [INFO] [stdout] | [INFO] [stdout] 52 | pub struct DeepRiskModel { [INFO] [stdout] | ------------- field in this struct [INFO] [stdout] 53 | n_assets: usize, [INFO] [stdout] 54 | n_factors: usize, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `DeepRiskModel` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_heads` is never read [INFO] [stdout] --> src/transformer/attention.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct MultiHeadAttention { [INFO] [stdout] | ------------------ field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | n_heads: usize, [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `MultiHeadAttention` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `max_seq_len` is never read [INFO] [stdout] --> src/transformer/position.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct PositionalEncoder { [INFO] [stdout] | ----------------- field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | max_seq_len: usize, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `PositionalEncoder` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: fields `d_ff`, `norm2_scale`, and `norm2_bias` are never read [INFO] [stdout] --> src/transformer/layer.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 16 | pub struct TransformerLayer { [INFO] [stdout] | ---------------- fields in this struct [INFO] [stdout] 17 | d_model: usize, [INFO] [stdout] 18 | d_ff: usize, [INFO] [stdout] | ^^^^ [INFO] [stdout] ... [INFO] [stdout] 24 | norm2_scale: Array1, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] 25 | norm2_bias: Array1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `TransformerLayer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `config` is never read [INFO] [stdout] --> src/transformer/model.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 8 | pub struct Transformer { [INFO] [stdout] | ----------- field in this struct [INFO] [stdout] 9 | layers: Vec, [INFO] [stdout] 10 | config: TransformerConfig, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `Transformer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: methods `process_windows`, `compute_volatility`, and `process_batch` are never used [INFO] [stdout] --> src/tft_risk_model.rs:40:14 [INFO] [stdout] | [INFO] [stdout] 16 | impl TFTRiskModel { [INFO] [stdout] | ----------------- methods in this implementation [INFO] [stdout] ... [INFO] [stdout] 40 | async fn process_windows(&self, features: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 86 | fn compute_volatility(&self, returns: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 102 | fn process_batch(&self, batch_tensor: &Array3) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `error::ModelError` [INFO] [stdout] --> examples/api_integration_example.rs:1:23 [INFO] [stdout] | [INFO] [stdout] 1 | use deep_risk_model::{error::ModelError, model::DeepRiskModel}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array3`, `Array`, and `IxDyn` [INFO] [stdout] --> examples/api_integration_example.rs:2:15 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray::{Array, Array3, ArrayD, IxDyn, Array2}; [INFO] [stdout] | ^^^^^ ^^^^^^ ^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ModelConfig` [INFO] [stdout] --> examples/api_integration_example.rs:7:13 [INFO] [stdout] | [INFO] [stdout] 7 | types::{ModelConfig, MarketData, RiskModel}, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stdout] --> examples/api_integration_example.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use ndarray_rand::RandomExt; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::rand_distr::Uniform` [INFO] [stdout] --> examples/api_integration_example.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use ndarray_rand::rand_distr::Uniform; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ModelConfig` [INFO] [stdout] --> tests/e2e_tests.rs:9:9 [INFO] [stdout] | [INFO] [stdout] 9 | ModelConfig, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `e2e_tests::*` [INFO] [stdout] --> tests/mod.rs:6:9 [INFO] [stdout] | [INFO] [stdout] 6 | pub use e2e_tests::*; [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ModelConfig` [INFO] [stdout] --> tests/e2e_tests.rs:9:9 [INFO] [stdout] | [INFO] [stdout] 9 | ModelConfig, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/integration_tests.rs:74:13 [INFO] [stdout] | [INFO] [stdout] 74 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/e2e_tests.rs:87:13 [INFO] [stdout] | [INFO] [stdout] 87 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/integration_tests.rs:74:13 [INFO] [stdout] | [INFO] [stdout] 74 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/integration_tests.rs:186:13 [INFO] [stdout] | [INFO] [stdout] 186 | let mut model = DeepRiskModel::new(n_assets, n_factors)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/integration_tests.rs:186:13 [INFO] [stdout] | [INFO] [stdout] 186 | let mut model = DeepRiskModel::new(n_assets, n_factors)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `generate_test_data` is never used [INFO] [stdout] --> tests/e2e_tests.rs:18:8 [INFO] [stdout] | [INFO] [stdout] 18 | fn generate_test_data(num_stocks: usize, seq_len: usize) -> MarketData { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: struct `APIConfig` is never constructed [INFO] [stdout] --> examples/api_integration_example.rs:13:8 [INFO] [stdout] | [INFO] [stdout] 13 | struct APIConfig { [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: struct `Request` is never constructed [INFO] [stdout] --> examples/api_integration_example.rs:36:8 [INFO] [stdout] | [INFO] [stdout] 36 | struct Request { [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: struct `Response` is never constructed [INFO] [stdout] --> examples/api_integration_example.rs:42:8 [INFO] [stdout] | [INFO] [stdout] 42 | struct Response { [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `array_to_vec` is never used [INFO] [stdout] --> examples/api_integration_example.rs:47:4 [INFO] [stdout] | [INFO] [stdout] 47 | fn array_to_vec(array: &ArrayD) -> Vec> { [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `array2_to_vec` is never used [INFO] [stdout] --> examples/api_integration_example.rs:79:4 [INFO] [stdout] | [INFO] [stdout] 79 | fn array2_to_vec(array: &Array2) -> Vec> { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `test_with_real_data` is never used [INFO] [stdout] --> examples/api_integration_example.rs:92:10 [INFO] [stdout] | [INFO] [stdout] 92 | async fn test_with_real_data(n_assets: usize, n_factors: usize, market_data: &MarketData) -> Result<(), Box> { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `test_performance` is never used [INFO] [stdout] --> examples/api_integration_example.rs:105:10 [INFO] [stdout] | [INFO] [stdout] 105 | async fn test_performance(n_assets: usize, n_factors: usize, market_data: &MarketData) -> Result<(), Box> { [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/error.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `thiserror::Error` [INFO] [stdout] --> src/error.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use thiserror::Error; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/gat.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gat.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gat.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `Array3`, `ArrayView1`, `ArrayView2`, and `Axis` [INFO] [stdout] --> src/gru.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayView1, ArrayView2, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^^^^^^^ ^^^^^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt`, `rand_distr::Normal`, and `rand_distr::Uniform` [INFO] [stdout] --> src/gru.rs:2:20 [INFO] [stdout] | [INFO] [stdout] 2 | use ndarray_rand::{RandomExt, rand_distr::Normal, rand_distr::Uniform}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::sync::Arc` [INFO] [stdout] --> src/gru.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use std::sync::Arc; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/gru.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stdout] --> src/gru.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray::linalg::general_mat_mul; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/gru.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array3` [INFO] [stdout] --> src/gru.rs:183:9 [INFO] [stdout] | [INFO] [stdout] 183 | use ndarray::Array3; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/model.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ArrayD` [INFO] [stdout] --> src/transformer/mod.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::ArrayD; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::error::ModelError` [INFO] [stdout] --> src/transformer/mod.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | use crate::error::ModelError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::TransformerConfig` [INFO] [stdout] --> src/transformer/attention.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use crate::transformer::TransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1` and `ArrayD` [INFO] [stdout] --> src/transformer/attention.rs:3:15 [INFO] [stdout] | [INFO] [stdout] 3 | use ndarray::{Array1, Array2, ArrayD}; [INFO] [stdout] | ^^^^^^ ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/transformer/attention.rs:79:9 [INFO] [stdout] | [INFO] [stdout] 79 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stdout] --> src/transformer/attention.rs:80:9 [INFO] [stdout] | [INFO] [stdout] 80 | use ndarray_rand::RandomExt; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::rand_distr::Normal` [INFO] [stdout] --> src/transformer/attention.rs:81:9 [INFO] [stdout] | [INFO] [stdout] 81 | use ndarray_rand::rand_distr::Normal; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayD`, and `Axis` [INFO] [stdout] --> src/transformer/position.rs:1:18 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/position.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/transformer/position.rs:75:9 [INFO] [stdout] | [INFO] [stdout] 75 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `s` [INFO] [stdout] --> src/transformer/layer.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stdout] | ^ ^^^^^^ ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/transformer/layer.rs:137:9 [INFO] [stdout] | [INFO] [stdout] 137 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/transformer/model.rs:41:9 [INFO] [stdout] | [INFO] [stdout] 41 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `ArrayD`, `Axis`, and `Ix2` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:1:42 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayD, Axis, Ix2}; [INFO] [stdout] | ^^^^^^ ^^^^ ^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `MultiHeadAttention` and `TransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:26 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `anyhow::Result as AnyResult` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use anyhow::Result as AnyResult; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `RandomExt` and `rand_distr::Normal` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:7:20 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::{RandomExt, rand_distr::Normal}; [INFO] [stdout] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `super::TransformerConfig as SuperTransformerConfig` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:8:5 [INFO] [stdout] | [INFO] [stdout] 8 | use super::TransformerConfig as SuperTransformerConfig; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::ops::AddAssign` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use std::ops::AddAssign; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> tests/e2e_tests.rs:87:13 [INFO] [stdout] | [INFO] [stdout] 87 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stdout] | ----^^^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `generate_test_data` is never used [INFO] [stdout] --> tests/e2e_tests.rs:18:8 [INFO] [stdout] | [INFO] [stdout] 18 | fn generate_test_data(num_stocks: usize, seq_len: usize) -> MarketData { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::ShapeError` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use ndarray::ShapeError; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::transformer::layer::TransformerLayer` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::layer::TransformerLayer; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::thread_rng` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use rand::thread_rng; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/transformer/mod.rs:136:9 [INFO] [stdout] | [INFO] [stdout] 136 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array3` and `s` [INFO] [stdout] --> src/transformer_risk_model.rs:1:23 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array2, Array3, s}; [INFO] [stdout] | ^^^^^^ ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `TFTConfig` and `TemporalFusionTransformer` [INFO] [stdout] --> src/transformer_risk_model.rs:11:43 [INFO] [stdout] | [INFO] [stdout] 11 | use crate::transformer::temporal_fusion::{TemporalFusionTransformer, TFTConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stdout] --> src/tft_risk_model.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use ndarray_rand::RandomExt; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray_rand::rand_distr::StandardNormal` [INFO] [stdout] --> src/tft_risk_model.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use ndarray_rand::rand_distr::StandardNormal; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Array` [INFO] [stdout] --> src/types.rs:188:9 [INFO] [stdout] | [INFO] [stdout] 188 | use ndarray::Array; [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Array1` [INFO] [stdout] --> src/utils.rs:1:15 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, Array3, ArrayD, Axis}; [INFO] [stdout] | ^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/utils.rs:151:19 [INFO] [stdout] | [INFO] [stdout] 151 | let std = (std_array.mean_axis(ndarray::Axis(0)) [INFO] [stdout] | ^ [INFO] [stdout] 152 | .expect("Failed to compute std") [INFO] [stdout] 153 | .mapv(|x| x.sqrt())); [INFO] [stdout] | ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 151 ~ let std = std_array.mean_axis(ndarray::Axis(0)) [INFO] [stdout] 152 | .expect("Failed to compute std") [INFO] [stdout] 153 ~ .mapv(|x| x.sqrt()) ; [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayView2` [INFO] [stdout] --> src/factor_analysis.rs:1:43 [INFO] [stdout] | [INFO] [stdout] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s, Axis}; [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `#![recursion_limit]` attribute can only be used at the crate root [INFO] [stdout] --> src/model.rs:1:1 [INFO] [stdout] | [INFO] [stdout] 1 | #![recursion_limit = "256"] [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_attributes)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `TransformerComponent` [INFO] [stdout] --> src/transformer/temporal_fusion.rs:4:46 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `r` [INFO] [stdout] --> src/gru.rs:110:13 [INFO] [stdout] | [INFO] [stdout] 110 | let r = gates.slice(s![.., self.hidden_size..2*self.hidden_size]).mapv(|x| 1.0 / (1.0 + (-x).exp())); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_r` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/gru.rs:163:9 [INFO] [stdout] | [INFO] [stdout] 163 | let batch_size = shape[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `batch_size` [INFO] [stdout] --> src/transformer/attention.rs:57:13 [INFO] [stdout] | [INFO] [stdout] 57 | let batch_size = x.shape()[0]; [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `seq_len` [INFO] [stdout] --> src/tft_risk_model.rs:105:13 [INFO] [stdout] | [INFO] [stdout] 105 | let seq_len = shape[1]; [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_seq_len` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/tft_risk_model.rs:192:13 [INFO] [stdout] | [INFO] [stdout] 192 | let returns = data.returns(); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:82:14 [INFO] [stdout] | [INFO] [stdout] 82 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n_samples` [INFO] [stdout] --> src/factor_analysis.rs:129:14 [INFO] [stdout] | [INFO] [stdout] 129 | let (n_samples, n_factors) = factors.dim(); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `returns` [INFO] [stdout] --> src/factor_analysis.rs:263:9 [INFO] [stdout] | [INFO] [stdout] 263 | returns: &Array2, [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `split_gates` is never used [INFO] [stdout] --> src/gru.rs:161:4 [INFO] [stdout] | [INFO] [stdout] 161 | fn split_gates(gates: &Array2, hidden_size: usize) -> Result<(Array2, Array2, Array2), ModelError> { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `sigmoid` is never used [INFO] [stdout] --> src/gru.rs:172:4 [INFO] [stdout] | [INFO] [stdout] 172 | fn sigmoid(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `tanh` is never used [INFO] [stdout] --> src/gru.rs:176:4 [INFO] [stdout] | [INFO] [stdout] 176 | fn tanh(x: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_factors` is never read [INFO] [stdout] --> src/model.rs:54:5 [INFO] [stdout] | [INFO] [stdout] 52 | pub struct DeepRiskModel { [INFO] [stdout] | ------------- field in this struct [INFO] [stdout] 53 | n_assets: usize, [INFO] [stdout] 54 | n_factors: usize, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `DeepRiskModel` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `n_heads` is never read [INFO] [stdout] --> src/transformer/attention.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct MultiHeadAttention { [INFO] [stdout] | ------------------ field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | n_heads: usize, [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `MultiHeadAttention` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `max_seq_len` is never read [INFO] [stdout] --> src/transformer/position.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 9 | pub struct PositionalEncoder { [INFO] [stdout] | ----------------- field in this struct [INFO] [stdout] 10 | d_model: usize, [INFO] [stdout] 11 | max_seq_len: usize, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `PositionalEncoder` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: fields `d_ff`, `norm2_scale`, and `norm2_bias` are never read [INFO] [stdout] --> src/transformer/layer.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 16 | pub struct TransformerLayer { [INFO] [stdout] | ---------------- fields in this struct [INFO] [stdout] 17 | d_model: usize, [INFO] [stdout] 18 | d_ff: usize, [INFO] [stdout] | ^^^^ [INFO] [stdout] ... [INFO] [stdout] 24 | norm2_scale: Array1, [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] 25 | norm2_bias: Array1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `TransformerLayer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `config` is never read [INFO] [stdout] --> src/transformer/model.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 8 | pub struct Transformer { [INFO] [stdout] | ----------- field in this struct [INFO] [stdout] 9 | layers: Vec, [INFO] [stdout] 10 | config: TransformerConfig, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `Transformer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: methods `process_windows`, `compute_volatility`, and `process_batch` are never used [INFO] [stdout] --> src/tft_risk_model.rs:40:14 [INFO] [stdout] | [INFO] [stdout] 16 | impl TFTRiskModel { [INFO] [stdout] | ----------------- methods in this implementation [INFO] [stdout] ... [INFO] [stdout] 40 | async fn process_windows(&self, features: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 86 | fn compute_volatility(&self, returns: &Array2) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 102 | fn process_batch(&self, batch_tensor: &Array3) -> Result, ModelError> { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Finished `test` profile [unoptimized + debuginfo] target(s) in 1m 34s [INFO] running `Command { std: "docker" "inspect" "654139102a38f244f57cf66ad0e44ce3dd00f8f9dc2d09331d8098a4980c4c30", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "654139102a38f244f57cf66ad0e44ce3dd00f8f9dc2d09331d8098a4980c4c30", kill_on_drop: false }` [INFO] [stdout] 654139102a38f244f57cf66ad0e44ce3dd00f8f9dc2d09331d8098a4980c4c30 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-7-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:cfa559dde23f44738f9990739aaa3487d8df3af37eb5df0572f7cf76004a604a" "/opt/rustwide/cargo-home/bin/cargo" "+d933cf483edf1605142ac6899ff32536c0ad8b22" "test" "--frozen", kill_on_drop: false }` [INFO] [stdout] 7ee3325fccb32eb7b4fabb58f113aed98d5f69324fcfc4117255a389f9554428 [INFO] running `Command { std: "docker" "start" "-a" "7ee3325fccb32eb7b4fabb58f113aed98d5f69324fcfc4117255a389f9554428", kill_on_drop: false }` [INFO] [stderr] warning: unused import: `ndarray::ShapeError` [INFO] [stderr] --> src/error.rs:1:5 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::ShapeError; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: unused import: `thiserror::Error` [INFO] [stderr] --> src/error.rs:2:5 [INFO] [stderr] | [INFO] [stderr] 2 | use thiserror::Error; [INFO] [stderr] | ^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ArrayView2` [INFO] [stderr] --> src/gat.rs:1:43 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s}; [INFO] [stderr] | ^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stderr] --> src/gat.rs:2:5 [INFO] [stderr] | [INFO] [stderr] 2 | use ndarray::linalg::general_mat_mul; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `std::ops::AddAssign` [INFO] [stderr] --> src/gat.rs:4:5 [INFO] [stderr] | [INFO] [stderr] 4 | use std::ops::AddAssign; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `Array1`, `Array3`, `ArrayView1`, `ArrayView2`, and `Axis` [INFO] [stderr] --> src/gru.rs:1:18 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayView1, ArrayView2, Axis}; [INFO] [stderr] | ^^^^^^ ^^^^^^ ^^^^^^^^^^ ^^^^^^^^^^ ^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `RandomExt`, `rand_distr::Normal`, and `rand_distr::Uniform` [INFO] [stderr] --> src/gru.rs:2:20 [INFO] [stderr] | [INFO] [stderr] 2 | use ndarray_rand::{RandomExt, rand_distr::Normal, rand_distr::Uniform}; [INFO] [stderr] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `std::sync::Arc` [INFO] [stderr] --> src/gru.rs:3:5 [INFO] [stderr] | [INFO] [stderr] 3 | use std::sync::Arc; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `rand::thread_rng` [INFO] [stderr] --> src/gru.rs:5:5 [INFO] [stderr] | [INFO] [stderr] 5 | use rand::thread_rng; [INFO] [stderr] | ^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::linalg::general_mat_mul` [INFO] [stderr] --> src/gru.rs:6:5 [INFO] [stderr] | [INFO] [stderr] 6 | use ndarray::linalg::general_mat_mul; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `std::ops::AddAssign` [INFO] [stderr] --> src/gru.rs:7:5 [INFO] [stderr] | [INFO] [stderr] 7 | use std::ops::AddAssign; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `Array1` [INFO] [stderr] --> src/model.rs:3:15 [INFO] [stderr] | [INFO] [stderr] 3 | use ndarray::{Array1, Array2}; [INFO] [stderr] | ^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::ArrayD` [INFO] [stderr] --> src/transformer/mod.rs:1:5 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::ArrayD; [INFO] [stderr] | ^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `crate::error::ModelError` [INFO] [stderr] --> src/transformer/mod.rs:3:5 [INFO] [stderr] | [INFO] [stderr] 3 | use crate::error::ModelError; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `crate::transformer::TransformerConfig` [INFO] [stderr] --> src/transformer/attention.rs:1:5 [INFO] [stderr] | [INFO] [stderr] 1 | use crate::transformer::TransformerConfig; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `Array1` and `ArrayD` [INFO] [stderr] --> src/transformer/attention.rs:3:15 [INFO] [stderr] | [INFO] [stderr] 3 | use ndarray::{Array1, Array2, ArrayD}; [INFO] [stderr] | ^^^^^^ ^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `Array1`, `ArrayD`, and `Axis` [INFO] [stderr] --> src/transformer/position.rs:1:18 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stderr] | ^^^^^^ ^^^^^^ ^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `std::ops::AddAssign` [INFO] [stderr] --> src/transformer/position.rs:5:5 [INFO] [stderr] | [INFO] [stderr] 5 | use std::ops::AddAssign; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `ArrayD`, `Axis`, and `s` [INFO] [stderr] --> src/transformer/layer.rs:1:15 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{s, Array1, Array2, ArrayD, Axis}; [INFO] [stderr] | ^ ^^^^^^ ^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `ArrayD`, `Axis`, and `Ix2` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:1:42 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{s, Array1, Array2, Array3, ArrayD, Axis, Ix2}; [INFO] [stderr] | ^^^^^^ ^^^^ ^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `MultiHeadAttention` and `TransformerConfig` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:4:26 [INFO] [stderr] | [INFO] [stderr] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^ ^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `anyhow::Result as AnyResult` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:6:5 [INFO] [stderr] | [INFO] [stderr] 6 | use anyhow::Result as AnyResult; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `RandomExt` and `rand_distr::Normal` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:7:20 [INFO] [stderr] | [INFO] [stderr] 7 | use ndarray_rand::{RandomExt, rand_distr::Normal}; [INFO] [stderr] | ^^^^^^^^^ ^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `super::TransformerConfig as SuperTransformerConfig` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:8:5 [INFO] [stderr] | [INFO] [stderr] 8 | use super::TransformerConfig as SuperTransformerConfig; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `std::ops::AddAssign` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:9:5 [INFO] [stderr] | [INFO] [stderr] 9 | use std::ops::AddAssign; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::ShapeError` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:10:5 [INFO] [stderr] | [INFO] [stderr] 10 | use ndarray::ShapeError; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `crate::transformer::layer::TransformerLayer` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:11:5 [INFO] [stderr] | [INFO] [stderr] 11 | use crate::transformer::layer::TransformerLayer; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `rand::thread_rng` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:12:5 [INFO] [stderr] | [INFO] [stderr] 12 | use rand::thread_rng; [INFO] [stderr] | ^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `Array3` and `s` [INFO] [stderr] --> src/transformer_risk_model.rs:1:23 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{Array2, Array3, s}; [INFO] [stderr] | ^^^^^^ ^ [INFO] [stderr] [INFO] [stderr] warning: unused imports: `TFTConfig` and `TemporalFusionTransformer` [INFO] [stderr] --> src/transformer_risk_model.rs:11:43 [INFO] [stderr] | [INFO] [stderr] 11 | use crate::transformer::temporal_fusion::{TemporalFusionTransformer, TFTConfig}; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^ ^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stderr] --> src/tft_risk_model.rs:6:5 [INFO] [stderr] | [INFO] [stderr] 6 | use ndarray_rand::RandomExt; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::rand_distr::StandardNormal` [INFO] [stderr] --> src/tft_risk_model.rs:7:5 [INFO] [stderr] | [INFO] [stderr] 7 | use ndarray_rand::rand_distr::StandardNormal; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `Array1` [INFO] [stderr] --> src/utils.rs:1:15 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{Array1, Array2, Array3, ArrayD, Axis}; [INFO] [stderr] | ^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ArrayView2` [INFO] [stderr] --> src/factor_analysis.rs:1:43 [INFO] [stderr] | [INFO] [stderr] 1 | use ndarray::{Array1, Array2, ArrayView1, ArrayView2, s, Axis}; [INFO] [stderr] | ^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: the `#![recursion_limit]` attribute can only be used at the crate root [INFO] [stderr] --> src/model.rs:1:1 [INFO] [stderr] | [INFO] [stderr] 1 | #![recursion_limit = "256"] [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_attributes)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: unused import: `TransformerComponent` [INFO] [stderr] --> src/transformer/temporal_fusion.rs:4:46 [INFO] [stderr] | [INFO] [stderr] 4 | use crate::transformer::{MultiHeadAttention, TransformerComponent, TransformerConfig}; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused variable: `r` [INFO] [stderr] --> src/gru.rs:110:13 [INFO] [stderr] | [INFO] [stderr] 110 | let r = gates.slice(s![.., self.hidden_size..2*self.hidden_size]).mapv(|x| 1.0 / (1.0 + (-x).exp())); [INFO] [stderr] | ^ help: if this is intentional, prefix it with an underscore: `_r` [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: unused variable: `batch_size` [INFO] [stderr] --> src/gru.rs:163:9 [INFO] [stderr] | [INFO] [stderr] 163 | let batch_size = shape[0]; [INFO] [stderr] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `batch_size` [INFO] [stderr] --> src/transformer/attention.rs:57:13 [INFO] [stderr] | [INFO] [stderr] 57 | let batch_size = x.shape()[0]; [INFO] [stderr] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_batch_size` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `seq_len` [INFO] [stderr] --> src/tft_risk_model.rs:105:13 [INFO] [stderr] | [INFO] [stderr] 105 | let seq_len = shape[1]; [INFO] [stderr] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_seq_len` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `returns` [INFO] [stderr] --> src/tft_risk_model.rs:192:13 [INFO] [stderr] | [INFO] [stderr] 192 | let returns = data.returns(); [INFO] [stderr] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `n_samples` [INFO] [stderr] --> src/factor_analysis.rs:82:14 [INFO] [stderr] | [INFO] [stderr] 82 | let (n_samples, n_factors) = factors.dim(); [INFO] [stderr] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `n_samples` [INFO] [stderr] --> src/factor_analysis.rs:129:14 [INFO] [stderr] | [INFO] [stderr] 129 | let (n_samples, n_factors) = factors.dim(); [INFO] [stderr] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_n_samples` [INFO] [stderr] [INFO] [stderr] warning: unused variable: `returns` [INFO] [stderr] --> src/factor_analysis.rs:263:9 [INFO] [stderr] | [INFO] [stderr] 263 | returns: &Array2, [INFO] [stderr] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_returns` [INFO] [stderr] [INFO] [stderr] warning: function `split_gates` is never used [INFO] [stderr] --> src/gru.rs:161:4 [INFO] [stderr] | [INFO] [stderr] 161 | fn split_gates(gates: &Array2, hidden_size: usize) -> Result<(Array2, Array2, Array2), ModelError> { [INFO] [stderr] | ^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: function `sigmoid` is never used [INFO] [stderr] --> src/gru.rs:172:4 [INFO] [stderr] | [INFO] [stderr] 172 | fn sigmoid(x: &Array2) -> Result, ModelError> { [INFO] [stderr] | ^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: function `tanh` is never used [INFO] [stderr] --> src/gru.rs:176:4 [INFO] [stderr] | [INFO] [stderr] 176 | fn tanh(x: &Array2) -> Result, ModelError> { [INFO] [stderr] | ^^^^ [INFO] [stderr] [INFO] [stderr] warning: field `n_factors` is never read [INFO] [stderr] --> src/model.rs:54:5 [INFO] [stderr] | [INFO] [stderr] 52 | pub struct DeepRiskModel { [INFO] [stderr] | ------------- field in this struct [INFO] [stderr] 53 | n_assets: usize, [INFO] [stderr] 54 | n_factors: usize, [INFO] [stderr] | ^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `DeepRiskModel` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stderr] [INFO] [stderr] warning: field `n_heads` is never read [INFO] [stderr] --> src/transformer/attention.rs:11:5 [INFO] [stderr] | [INFO] [stderr] 9 | pub struct MultiHeadAttention { [INFO] [stderr] | ------------------ field in this struct [INFO] [stderr] 10 | d_model: usize, [INFO] [stderr] 11 | n_heads: usize, [INFO] [stderr] | ^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `MultiHeadAttention` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stderr] [INFO] [stderr] warning: field `max_seq_len` is never read [INFO] [stderr] --> src/transformer/position.rs:11:5 [INFO] [stderr] | [INFO] [stderr] 9 | pub struct PositionalEncoder { [INFO] [stderr] | ----------------- field in this struct [INFO] [stderr] 10 | d_model: usize, [INFO] [stderr] 11 | max_seq_len: usize, [INFO] [stderr] | ^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `PositionalEncoder` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stderr] [INFO] [stderr] warning: fields `d_ff`, `norm2_scale`, and `norm2_bias` are never read [INFO] [stderr] --> src/transformer/layer.rs:18:5 [INFO] [stderr] | [INFO] [stderr] 16 | pub struct TransformerLayer { [INFO] [stderr] | ---------------- fields in this struct [INFO] [stderr] 17 | d_model: usize, [INFO] [stderr] 18 | d_ff: usize, [INFO] [stderr] | ^^^^ [INFO] [stderr] ... [INFO] [stderr] 24 | norm2_scale: Array1, [INFO] [stderr] | ^^^^^^^^^^^ [INFO] [stderr] 25 | norm2_bias: Array1, [INFO] [stderr] | ^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `TransformerLayer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stderr] [INFO] [stderr] warning: field `config` is never read [INFO] [stderr] --> src/transformer/model.rs:10:5 [INFO] [stderr] | [INFO] [stderr] 8 | pub struct Transformer { [INFO] [stderr] | ----------- field in this struct [INFO] [stderr] 9 | layers: Vec, [INFO] [stderr] 10 | config: TransformerConfig, [INFO] [stderr] | ^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `Transformer` has a derived impl for the trait `Debug`, but this is intentionally ignored during dead code analysis [INFO] [stderr] [INFO] [stderr] warning: methods `process_windows`, `compute_volatility`, and `process_batch` are never used [INFO] [stderr] --> src/tft_risk_model.rs:40:14 [INFO] [stderr] | [INFO] [stderr] 16 | impl TFTRiskModel { [INFO] [stderr] | ----------------- methods in this implementation [INFO] [stderr] ... [INFO] [stderr] 40 | async fn process_windows(&self, features: &Array2) -> Result, ModelError> { [INFO] [stderr] | ^^^^^^^^^^^^^^^ [INFO] [stderr] ... [INFO] [stderr] 86 | fn compute_volatility(&self, returns: &Array2) -> Result, ModelError> { [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^ [INFO] [stderr] ... [INFO] [stderr] 102 | fn process_batch(&self, batch_tensor: &Array3) -> Result, ModelError> { [INFO] [stderr] | ^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: `deep_risk_model` (lib) generated 53 warnings (run `cargo fix --lib -p deep_risk_model` to apply 42 suggestions) [INFO] [stderr] warning: unused import: `ModelConfig` [INFO] [stderr] --> tests/e2e_tests.rs:9:9 [INFO] [stderr] | [INFO] [stderr] 9 | ModelConfig, [INFO] [stderr] | ^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: variable does not need to be mutable [INFO] [stderr] --> tests/e2e_tests.rs:87:13 [INFO] [stderr] | [INFO] [stderr] 87 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stderr] | ----^^^^^ [INFO] [stderr] | | [INFO] [stderr] | help: remove this `mut` [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: function `generate_test_data` is never used [INFO] [stderr] --> tests/e2e_tests.rs:18:8 [INFO] [stderr] | [INFO] [stderr] 18 | fn generate_test_data(num_stocks: usize, seq_len: usize) -> MarketData { [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array3` [INFO] [stderr] --> src/gru.rs:183:9 [INFO] [stderr] | [INFO] [stderr] 183 | use ndarray::Array3; [INFO] [stderr] | ^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/transformer/attention.rs:79:9 [INFO] [stderr] | [INFO] [stderr] 79 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stderr] --> src/transformer/attention.rs:80:9 [INFO] [stderr] | [INFO] [stderr] 80 | use ndarray_rand::RandomExt; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::rand_distr::Normal` [INFO] [stderr] --> src/transformer/attention.rs:81:9 [INFO] [stderr] | [INFO] [stderr] 81 | use ndarray_rand::rand_distr::Normal; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/transformer/position.rs:75:9 [INFO] [stderr] | [INFO] [stderr] 75 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/transformer/layer.rs:137:9 [INFO] [stderr] | [INFO] [stderr] 137 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/transformer/model.rs:41:9 [INFO] [stderr] | [INFO] [stderr] 41 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/transformer/mod.rs:136:9 [INFO] [stderr] | [INFO] [stderr] 136 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray::Array` [INFO] [stderr] --> src/types.rs:188:9 [INFO] [stderr] | [INFO] [stderr] 188 | use ndarray::Array; [INFO] [stderr] | ^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unnecessary parentheses around assigned value [INFO] [stderr] --> src/utils.rs:151:19 [INFO] [stderr] | [INFO] [stderr] 151 | let std = (std_array.mean_axis(ndarray::Axis(0)) [INFO] [stderr] | ^ [INFO] [stderr] 152 | .expect("Failed to compute std") [INFO] [stderr] 153 | .mapv(|x| x.sqrt())); [INFO] [stderr] | ^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_parens)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] help: remove these parentheses [INFO] [stderr] | [INFO] [stderr] 151 ~ let std = std_array.mean_axis(ndarray::Axis(0)) [INFO] [stderr] 152 | .expect("Failed to compute std") [INFO] [stderr] 153 ~ .mapv(|x| x.sqrt()) ; [INFO] [stderr] | [INFO] [stderr] [INFO] [stderr] warning: variable does not need to be mutable [INFO] [stderr] --> tests/integration_tests.rs:74:13 [INFO] [stderr] | [INFO] [stderr] 74 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stderr] | ----^^^^^ [INFO] [stderr] | | [INFO] [stderr] | help: remove this `mut` [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: variable does not need to be mutable [INFO] [stderr] --> tests/integration_tests.rs:186:13 [INFO] [stderr] | [INFO] [stderr] 186 | let mut model = DeepRiskModel::new(n_assets, n_factors)?; [INFO] [stderr] | ----^^^^^ [INFO] [stderr] | | [INFO] [stderr] | help: remove this `mut` [INFO] [stderr] [INFO] [stderr] warning: unused import: `e2e_tests::*` [INFO] [stderr] --> tests/mod.rs:6:9 [INFO] [stderr] | [INFO] [stderr] 6 | pub use e2e_tests::*; [INFO] [stderr] | ^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: variable does not need to be mutable [INFO] [stderr] --> tests/integration_tests.rs:74:13 [INFO] [stderr] | [INFO] [stderr] 74 | let mut model = DeepRiskModel::new(10, 5)?; [INFO] [stderr] | ----^^^^^ [INFO] [stderr] | | [INFO] [stderr] | help: remove this `mut` [INFO] [stderr] [INFO] [stderr] warning: unused import: `error::ModelError` [INFO] [stderr] --> examples/api_integration_example.rs:1:23 [INFO] [stderr] | [INFO] [stderr] 1 | use deep_risk_model::{error::ModelError, model::DeepRiskModel}; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: unused imports: `Array3`, `Array`, and `IxDyn` [INFO] [stderr] --> examples/api_integration_example.rs:2:15 [INFO] [stderr] | [INFO] [stderr] 2 | use ndarray::{Array, Array3, ArrayD, IxDyn, Array2}; [INFO] [stderr] | ^^^^^ ^^^^^^ ^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ModelConfig` [INFO] [stderr] --> examples/api_integration_example.rs:7:13 [INFO] [stderr] | [INFO] [stderr] 7 | types::{ModelConfig, MarketData, RiskModel}, [INFO] [stderr] | ^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::RandomExt` [INFO] [stderr] --> examples/api_integration_example.rs:9:5 [INFO] [stderr] | [INFO] [stderr] 9 | use ndarray_rand::RandomExt; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: unused import: `ndarray_rand::rand_distr::Uniform` [INFO] [stderr] --> examples/api_integration_example.rs:10:5 [INFO] [stderr] | [INFO] [stderr] 10 | use ndarray_rand::rand_distr::Uniform; [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: struct `APIConfig` is never constructed [INFO] [stderr] --> examples/api_integration_example.rs:13:8 [INFO] [stderr] | [INFO] [stderr] 13 | struct APIConfig { [INFO] [stderr] | ^^^^^^^^^ [INFO] [stderr] | [INFO] [stderr] = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default [INFO] [stderr] [INFO] [stderr] warning: struct `Request` is never constructed [INFO] [stderr] --> examples/api_integration_example.rs:36:8 [INFO] [stderr] | [INFO] [stderr] 36 | struct Request { [INFO] [stderr] | ^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: struct `Response` is never constructed [INFO] [stderr] --> examples/api_integration_example.rs:42:8 [INFO] [stderr] | [INFO] [stderr] 42 | struct Response { [INFO] [stderr] | ^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: function `array_to_vec` is never used [INFO] [stderr] --> examples/api_integration_example.rs:47:4 [INFO] [stderr] | [INFO] [stderr] 47 | fn array_to_vec(array: &ArrayD) -> Vec> { [INFO] [stderr] | ^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: function `array2_to_vec` is never used [INFO] [stderr] --> examples/api_integration_example.rs:79:4 [INFO] [stderr] | [INFO] [stderr] 79 | fn array2_to_vec(array: &Array2) -> Vec> { [INFO] [stderr] | ^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: function `test_with_real_data` is never used [INFO] [stderr] --> examples/api_integration_example.rs:92:10 [INFO] [stderr] | [INFO] [stderr] 92 | async fn test_with_real_data(n_assets: usize, n_factors: usize, market_data: &MarketData) -> Result<(), Box> { [INFO] [stderr] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: function `test_performance` is never used [INFO] [stderr] --> examples/api_integration_example.rs:105:10 [INFO] [stderr] | [INFO] [stderr] 105 | async fn test_performance(n_assets: usize, n_factors: usize, market_data: &MarketData) -> Result<(), Box> { [INFO] [stderr] | ^^^^^^^^^^^^^^^^ [INFO] [stderr] [INFO] [stderr] warning: `deep_risk_model` (test "e2e_tests") generated 3 warnings (run `cargo fix --test "e2e_tests" -p deep_risk_model` to apply 2 suggestions) [INFO] [stderr] warning: `deep_risk_model` (lib test) generated 63 warnings (53 duplicates) (run `cargo fix --lib -p deep_risk_model --tests` to apply 10 suggestions) [INFO] [stderr] warning: `deep_risk_model` (test "integration_tests") generated 2 warnings (run `cargo fix --test "integration_tests" -p deep_risk_model` to apply 2 suggestions) [INFO] [stderr] warning: `deep_risk_model` (test "mod") generated 6 warnings (4 duplicates) (run `cargo fix --test "mod" -p deep_risk_model` to apply 2 suggestions) [INFO] [stderr] warning: `deep_risk_model` (example "api_integration_example") generated 12 warnings (run `cargo fix --example "api_integration_example" -p deep_risk_model` to apply 5 suggestions) [INFO] [stderr] Finished `test` profile [unoptimized + debuginfo] target(s) in 0.68s [INFO] [stderr] Running unittests src/lib.rs (/opt/rustwide/target/debug/deps/deep_risk_model-1b7e40916aaffce7) [INFO] [stdout] [INFO] [stdout] running 36 tests [INFO] [stdout] test error::tests::test_error_conversion ... ok [INFO] [stdout] test error::tests::test_error_display ... ok [INFO] [stdout] test gru::tests::test_gru_creation ... ok [INFO] [stdout] test factor_analysis::tests::test_orthogonalization ... ok [INFO] [stdout] test gat::tests::test_gat_creation ... ok [INFO] [stdout] test gat::tests::test_invalid_dropout ... ok [INFO] [stdout] test gru::tests::test_gru_forward ... ok [INFO] [stdout] test factor_analysis::tests::test_factor_metrics ... ok [INFO] [stdout] test transformer::temporal_fusion::tests::test_temporal_fusion_transformer ... ok [INFO] [stdout] test tft_risk_model::tests::test_tft_risk_model ... ok [INFO] [stdout] test factor_analysis::tests::test_factor_selection ... ok [INFO] [stdout] test transformer::position::tests::test_positional_encoder ... ok [INFO] [stdout] test transformer::tests::test_transformer_config ... ok [INFO] [stdout] test transformer::temporal_fusion::tests::test_tft_static_enrichment ... ok [INFO] [stdout] test transformer::temporal_fusion::tests::test_tft_with_variable_selection ... ok [INFO] [stdout] test transformer::temporal_fusion::tests::test_tft_error_handling ... ok [INFO] [stdout] test types::tests::test_market_data ... ok [INFO] [stdout] test types::tests::test_risk_factors ... ok [INFO] [stdout] test utils::tests::test_array_conversion ... ok [INFO] [stdout] test utils::tests::test_normalization ... ok [INFO] [stdout] test utils::tests::test_rolling_stats ... ok [INFO] [stdout] test transformer::utils::tests::test_xavier_init ... ok [INFO] [stdout] test transformer::temporal_fusion::tests::test_variable_selection_network ... ok [INFO] [stdout] test transformer::attention::tests::test_attention ... ok [INFO] [stdout] test transformer::tests::test_xavier_init ... ok [INFO] [stdout] test transformer::utils::tests::test_attention_computation ... ok [INFO] [stdout] test transformer_risk_model::tests::test_transformer_risk_model ... ok [INFO] [stdout] test transformer::layer::tests::test_layer_norm ... ok [INFO] [stdout] test transformer::layer::tests::test_transformer_layer ... ok [INFO] [stdout] test transformer::model::tests::test_transformer ... ok [INFO] [stdout] test tests::test_tft_risk_model ... ok [INFO] [stdout] test tests::test_transformer_risk_model ... ok [INFO] [stdout] test gat::tests::test_gat_forward ... ok [INFO] [stdout] test model::tests::test_factor_metrics ... ok [INFO] [stdout] test model::tests::test_covariance_estimation ... ok [INFO] [stdout] test model::tests::test_factor_generation ... ok [INFO] [stdout] [INFO] [stdout] test result: ok. 36 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 2.19s [INFO] [stdout] [INFO] [stderr] Running unittests src/lambda.rs (/opt/rustwide/target/debug/deps/bootstrap-fff98b0c96d08347) [INFO] [stdout] [INFO] [stderr] Running unittests src/bin/main.rs (/opt/rustwide/target/debug/deps/main-4dcb5ea11f4f23a1) [INFO] [stdout] running 0 tests [INFO] [stdout] [INFO] [stdout] test result: ok. 0 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s [INFO] [stdout] [INFO] [stderr] Running unittests src/bin/server.rs (/opt/rustwide/target/debug/deps/server-bbf74fedf9d08177) [INFO] [stdout] [INFO] [stderr] Running tests/e2e_tests.rs (/opt/rustwide/target/debug/deps/e2e_tests-b89833342c733466) [INFO] [stdout] running 0 tests [INFO] [stdout] [INFO] [stdout] test result: ok. 0 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] running 0 tests [INFO] [stdout] [INFO] [stdout] test result: ok. 0 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] running 3 tests [INFO] [stdout] test tests::test_model_with_different_sizes ... FAILED [INFO] [stdout] test tests::test_basic_model_operations ... FAILED [INFO] [stdout] test tests::test_error_handling ... ok [INFO] [stdout] [INFO] [stdout] failures: [INFO] [stdout] [INFO] [stdout] ---- tests::test_model_with_different_sizes stdout ---- [INFO] [stdout] Error: External(InvalidDimension("Expected d_model 64, got 20")) [INFO] [stdout] [INFO] [stdout] ---- tests::test_basic_model_operations stdout ---- [INFO] [stdout] Error: External(InvalidDimension("Expected d_model 64, got 10")) [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] failures: [INFO] [stdout] tests::test_basic_model_operations [INFO] [stdout] tests::test_model_with_different_sizes [INFO] [stdout] [INFO] [stdout] test result: FAILED. 1 passed; 2 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.27s [INFO] [stdout] [INFO] [stderr] error: test failed, to rerun pass `--test e2e_tests` [INFO] running `Command { std: "docker" "inspect" "7ee3325fccb32eb7b4fabb58f113aed98d5f69324fcfc4117255a389f9554428", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "7ee3325fccb32eb7b4fabb58f113aed98d5f69324fcfc4117255a389f9554428", kill_on_drop: false }` [INFO] [stdout] 7ee3325fccb32eb7b4fabb58f113aed98d5f69324fcfc4117255a389f9554428