diff --git a/.gitignore b/.gitignore
index 537b79b0..9f5f379b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -65,6 +65,4 @@ tools/
 
 # Ignore specific directories and files
 hdp-cairo/
-*.pie
-
-*.zip
\ No newline at end of file
+*.pie
\ No newline at end of file
diff --git a/cli/src/cli.rs b/cli/src/cli.rs
index b9f7ecec..d094b208 100644
--- a/cli/src/cli.rs
+++ b/cli/src/cli.rs
@@ -23,7 +23,7 @@ use hdp::{
 use tracing::info;
 use tracing_subscriber::{EnvFilter, FmtSubscriber};
 
-pub async fn run() -> anyhow::Result<()> {
+pub async fn hdp_cli_run() -> anyhow::Result<()> {
     let start_run = std::time::Instant::now();
     let cli = init_cli()?;
     match cli.command {
@@ -80,7 +80,7 @@ pub async fn module_entry_run(args: RunModuleArgs) -> Result<()> {
     // TODO: for now, we only support one task if its a module
     let tasks = vec![TaskEnvelope::Module(module)];
 
-    hdp_run(&config, tasks).await?;
+    hdp::run(&config, tasks).await?;
     Ok(())
 }
 
@@ -130,7 +130,7 @@ pub async fn datalake_entry_run(args: RunDatalakeArgs) -> Result<()> {
         Computation::new(args.aggregate_fn_id, args.aggregate_fn_ctx),
     ))];
 
-    hdp_run(&config, tasks).await?;
+    hdp::run(&config, tasks).await?;
     Ok(())
 }
 
@@ -168,6 +168,6 @@ pub async fn entry_run(args: RunArgs) -> Result<()> {
             }
         }
     }
-    hdp_run(&config, task_envelopes).await?;
+    hdp::run(&config, task_envelopes).await?;
     Ok(())
 }
diff --git a/cli/src/interactive.rs b/cli/src/interactive.rs
index a055a9e5..249ac850 100644
--- a/cli/src/interactive.rs
+++ b/cli/src/interactive.rs
@@ -371,7 +371,7 @@ pub async fn run_interactive() -> anyhow::Result<()> {
             Some(pie_file),
         );
 
-        hdp_run(&config, tasks).await?
+        hdp::run(&config, tasks).await?
     }
     Ok(())
 }
diff --git a/cli/src/main.rs b/cli/src/main.rs
index 5b9e2351..f54946ab 100644
--- a/cli/src/main.rs
+++ b/cli/src/main.rs
@@ -1,4 +1,4 @@
 #[tokio::main]
 async fn main() -> anyhow::Result<()> {
-    hdp_cli::cli::run().await
+    hdp_cli::cli::hdp_cli_run().await
 }
diff --git a/examples/private-input-module/src/main.rs b/examples/private-input-module/src/main.rs
index f5ee0dfa..b58194ba 100644
--- a/examples/private-input-module/src/main.rs
+++ b/examples/private-input-module/src/main.rs
@@ -1,5 +1,5 @@
 use hdp::{
-    hdp_run::{self, HdpRunConfig},
+    hdp_run::HdpRunConfig,
     preprocessor::module_registry::ModuleRegistry,
     primitives::task::{
         module::{ModuleInput, Visibility},
@@ -38,5 +38,5 @@ async fn main() {
         ..Default::default()
     };
 
-    hdp_run::hdp_run(&hdp_run_config, tasks).await.unwrap();
+    hdp::run(&hdp_run_config, tasks).await.unwrap();
 }
diff --git a/hdp/src/cairo_runner/dry_run.rs b/hdp/src/cairo_runner/dry_run.rs
index 9d56b046..0234ae76 100644
--- a/hdp/src/cairo_runner/dry_run.rs
+++ b/hdp/src/cairo_runner/dry_run.rs
@@ -72,7 +72,7 @@ impl DryRunner {
 
         // parse output to return dry run result
         let dry_run_result = self.parse_run(&PathBuf::from(DRY_CAIRO_RUN_OUTPUT_FILE))?;
-        info!("Dry-runner executed successfully");
+        info!("dry-runner executed successfully");
         Ok(dry_run_result)
     }
 
diff --git a/hdp/src/cairo_runner/run.rs b/hdp/src/cairo_runner/run.rs
index 430451a8..f0ef3e71 100644
--- a/hdp/src/cairo_runner/run.rs
+++ b/hdp/src/cairo_runner/run.rs
@@ -76,7 +76,7 @@ impl Runner {
         let output = self._run(input_file_path, pie_file_path)?;
         let cairo_run_output =
             self.parse_run(output, &PathBuf::from(SOUND_CAIRO_RUN_OUTPUT_FILE))?;
-        info!("Cairo run output: {:#?}", cairo_run_output);
+        info!("cairo run output: {:#?}", cairo_run_output);
 
         Ok(RunResult {
             pie_path: pie_file_path.to_owned(),
@@ -93,7 +93,7 @@ impl Runner {
         let number_of_steps = Regex::new(r"Number of steps: (\d+)").unwrap();
         if let Some(number_of_steps_caps) = number_of_steps.captures(&output) {
             let number_of_steps = number_of_steps_caps[1].parse::<usize>()?;
-            info!("Number of steps: {:#?}", number_of_steps);
+            info!("number of steps: {:#?}", number_of_steps);
             let cairo_run_output_from_file = fs::read_to_string(cairo_run_output_path)
                 .expect("Failed to read cairo run output file");
             let cairo_run_output: CairoRunOutput =
diff --git a/hdp/src/hdp_run.rs b/hdp/src/hdp_run.rs
index 9a88be5b..2c119295 100644
--- a/hdp/src/hdp_run.rs
+++ b/hdp/src/hdp_run.rs
@@ -110,7 +110,7 @@ impl HdpRunConfig {
 /// - `pre_processor_output_file`: The path to the file where the preprocessor output will be saved. (Optional)
 /// - `output_file`: The path to the file where the output will be saved. (Optional)
 /// - `cairo_pie_file`: The path to the file where the cairo pie will be saved. (Optional)
-pub async fn hdp_run(hdp_run_config: &HdpRunConfig, tasks: Vec<TaskEnvelope>) -> Result<()> {
+pub async fn run(hdp_run_config: &HdpRunConfig, tasks: Vec<TaskEnvelope>) -> Result<()> {
     let compiler_config = CompilerConfig {
         dry_run_program_path: hdp_run_config.dry_run_program_path.clone(),
         provider_config: hdp_run_config.evm_provider.clone(),
@@ -125,13 +125,13 @@ pub async fn hdp_run(hdp_run_config: &HdpRunConfig, tasks: Vec<TaskEnvelope>) ->
     fs::write(&hdp_run_config.pre_processor_output_file, input_string)
         .map_err(|e| anyhow::anyhow!("Unable to write input file: {}", e))?;
     info!(
-        "Finished pre processing the data, saved the input file in {}",
+        "finished pre processing the data, saved the input file in {}",
         &hdp_run_config.pre_processor_output_file.display()
     );
     if hdp_run_config.processor_output_file.is_none() && hdp_run_config.cairo_pie_file.is_none() {
         Ok(())
     } else {
-        info!("Starting processing the data... ");
+        info!("starting processing the data... ");
         let output_file_path = &hdp_run_config
             .processor_output_file
             .clone()
@@ -152,7 +152,7 @@ pub async fn hdp_run(hdp_run_config: &HdpRunConfig, tasks: Vec<TaskEnvelope>) ->
         .map_err(|e| anyhow::anyhow!("Unable to write output file: {}", e))?;
 
         info!(
-            "Finished processing the data, saved the output file in {} and pie file in {}",
+            "finished processing the data, saved the output file in {} and pie file in {}",
             output_file_path.display(),
             pie_file_path.display()
         );
diff --git a/hdp/src/lib.rs b/hdp/src/lib.rs
index 0a1c6307..0c64bec9 100644
--- a/hdp/src/lib.rs
+++ b/hdp/src/lib.rs
@@ -6,4 +6,4 @@ pub mod primitives;
 pub mod processor;
 pub mod provider;
 
-pub use hdp_run::hdp_run;
+pub use hdp_run::run;
diff --git a/hdp/src/preprocessor/compile/datalake/mod.rs b/hdp/src/preprocessor/compile/datalake/mod.rs
index 9433726f..54f343f4 100644
--- a/hdp/src/preprocessor/compile/datalake/mod.rs
+++ b/hdp/src/preprocessor/compile/datalake/mod.rs
@@ -12,7 +12,7 @@ impl Compilable for DatalakeCompute {
         &self,
         compile_config: &CompilerConfig,
     ) -> Result<CompilationResult, CompileError> {
-        info!("Target task: {:#?}", self);
+        info!("target task: {:#?}", self);
         let aggregation_fn = &self.compute.aggregate_fn_id;
         let fn_context = &self.compute.aggregate_fn_ctx;
         let provider = EvmProvider::new(compile_config.provider_config.clone());
diff --git a/hdp/src/preprocessor/module_registry.rs b/hdp/src/preprocessor/module_registry.rs
index 7dde989b..bc4cdb36 100644
--- a/hdp/src/preprocessor/module_registry.rs
+++ b/hdp/src/preprocessor/module_registry.rs
@@ -37,6 +37,9 @@ pub enum ModuleRegistryError {
 
     #[error("Module class source error: {0}")]
     ClassSourceError(String),
+
+    #[error("Type conversion error: {0}")]
+    TypeConversionError(String),
 }
 
 pub struct ModuleRegistry {
@@ -63,10 +66,14 @@ impl ModuleRegistry {
     ) -> Result<ExtendedModule, ModuleRegistryError> {
         let program_hash =
             program_hash.map(|program_hash| FieldElement::from_hex_be(&program_hash).unwrap());
-        let module_inputs = module_inputs
+        let module_inputs: Result<Vec<ModuleInput>, _> = module_inputs
             .into_iter()
-            .map(|input| ModuleInput::from_str(&input).unwrap())
+            .map(|input| ModuleInput::from_str(&input))
             .collect();
+
+        let module_inputs =
+            module_inputs.map_err(|e| ModuleRegistryError::TypeConversionError(e.to_string()))?;
+
         self.get_extended_module_from_class_source(program_hash, local_class_path, module_inputs)
             .await
     }
@@ -97,7 +104,7 @@ impl ModuleRegistry {
 
         let program_hash = casm.compiled_class_hash();
         let converted_hash = FieldElement::from_bytes_be(&program_hash.to_bytes_be()).unwrap();
-        info!("Program Hash: {:#?}", converted_hash);
+        info!("program Hash: {:#?}", converted_hash);
 
         let module = Module {
             program_hash: converted_hash,
@@ -123,7 +130,7 @@ impl ModuleRegistry {
             })?)?;
 
         info!(
-            "Contract class fetched successfully from local path: {:?}",
+            "contract class fetched successfully from local path: {:?}",
             local_class_path
         );
         Ok(casm)
@@ -136,7 +143,7 @@ impl ModuleRegistry {
         let program_hash_hex = format!("{:#x}", program_hash);
 
         info!(
-            "Fetching contract class from module registry... program_hash: {}",
+            "fetching contract class from module registry... program_hash: {}",
             program_hash_hex
         );
 
@@ -155,13 +162,13 @@ impl ModuleRegistry {
             let response_text = response.text().await.expect("cannot get response");
             let casm: CasmContractClass = serde_json::from_str(&response_text)?;
             info!(
-                "Contract class fetched successfully from program_hash: {:?}",
+                "contract class fetched successfully from program_hash: {:?}",
                 program_hash
             );
             Ok(casm)
         } else {
             Err(ModuleRegistryError::ClassSourceError(
-                "Failed to fetch contract class".to_string(),
+                "failed to fetch contract class".to_string(),
             ))
         }
     }
diff --git a/hdp/src/provider/evm/from_keys.rs b/hdp/src/provider/evm/from_keys.rs
index 3b02daf9..ec634bfc 100644
--- a/hdp/src/provider/evm/from_keys.rs
+++ b/hdp/src/provider/evm/from_keys.rs
@@ -200,7 +200,7 @@ impl EvmProvider {
         }
 
         let duration = start_fetch.elapsed();
-        info!("Time taken (Headers Proofs Fetch): {:?}", duration);
+        info!("time taken (Headers Proofs Fetch): {:?}", duration);
 
         if !mmrs.is_empty() {
             let vec_mmrs = mmrs.into_iter().collect::<Vec<_>>();
@@ -256,7 +256,7 @@ impl EvmProvider {
             fetched_accounts_proofs.insert(ProcessedAccount::new(address, account_mpt_proofs));
         }
         let duration = start_fetch.elapsed();
-        info!("Time taken (Accounts Proofs Fetch): {:?}", duration);
+        info!("time taken (Accounts Proofs Fetch): {:?}", duration);
 
         Ok(fetched_accounts_proofs)
     }
@@ -322,7 +322,7 @@ impl EvmProvider {
             ));
         }
         let duration = start_fetch.elapsed();
-        info!("Time taken (Storage Proofs Fetch): {:?}", duration);
+        info!("time taken (Storage Proofs Fetch): {:?}", duration);
 
         Ok((fetched_accounts_proofs, fetched_storage_proofs))
     }
@@ -372,7 +372,7 @@ impl EvmProvider {
             }
         }
         let duration = start_fetch.elapsed();
-        info!("Time taken (Transaction Fetch): {:?}", duration);
+        info!("time taken (Transaction Fetch): {:?}", duration);
         Ok(fetched_transactions)
     }
 
@@ -425,7 +425,7 @@ impl EvmProvider {
             }
         }
         let duration = start_fetch.elapsed();
-        info!("Time taken (Transaction Receipts Fetch): {:?}", duration);
+        info!("time taken (Transaction Receipts Fetch): {:?}", duration);
         Ok(fetched_transaction_receipts)
     }
 }
diff --git a/hdp/src/provider/evm/provider.rs b/hdp/src/provider/evm/provider.rs
index 045f7d78..e13ee261 100644
--- a/hdp/src/provider/evm/provider.rs
+++ b/hdp/src/provider/evm/provider.rs
@@ -135,7 +135,7 @@ impl EvmProvider {
         }
 
         let duration = start_fetch.elapsed();
-        info!("Time taken (Headers Proofs Fetch): {:?}", duration);
+        info!("time taken (Headers Proofs Fetch): {:?}", duration);
         if !mmrs.is_empty() {
             Ok((mmrs, fetched_headers_proofs_with_blocks_map))
         } else {
@@ -170,7 +170,7 @@ impl EvmProvider {
         }
 
         let duration = start_fetch.elapsed();
-        info!("Time taken (Account Proofs Fetch): {:?}", duration);
+        info!("time taken (Account Proofs Fetch): {:?}", duration);
 
         Ok(fetched_accounts_proofs_with_blocks_map)
     }
@@ -261,7 +261,7 @@ impl EvmProvider {
         }
 
         let duration = start_fetch.elapsed();
-        info!("Time taken (Storage Proofs Fetch): {:?}", duration);
+        info!("time taken (Storage Proofs Fetch): {:?}", duration);
 
         Ok(processed_accounts)
     }
@@ -328,7 +328,7 @@ impl EvmProvider {
         }
 
         let duration = start_fetch.elapsed();
-        info!("Time taken (Transactions Proofs Fetch): {:?}", duration);
+        info!("time taken (Transactions Proofs Fetch): {:?}", duration);
 
         Ok(fetched_transaction_proofs)
     }
@@ -399,7 +399,7 @@ impl EvmProvider {
 
         let duration = start_fetch.elapsed();
         info!(
-            "Time taken (Transaction Receipts Proofs Fetch): {:?}",
+            "time taken (Transaction Receipts Proofs Fetch): {:?}",
             duration
         );