allms 0.41.0

use anyhow::Result;
use regex::Regex;
use schemars::{schema_for, JsonSchema};
use serde::de::DeserializeOwned;
use serde_json::Value;
use std::path::Path;
use tiktoken_rs::{cl100k_base, get_bpe_from_model, CoreBPE};

use crate::llm_models::LLMModel;
#[allow(deprecated)]
use crate::OpenAIModels;

// Get the tokenizer given a model
#[allow(deprecated)]
#[deprecated(
    since = "0.6.1",
    note = "This function is deprecated. Please use the `get_tokenizer` function instead."
)]
pub(crate) fn get_tokenizer_old(model: &OpenAIModels) -> anyhow::Result<CoreBPE> {
    let tokenizer = get_bpe_from_model(model.as_str());
    if let Err(_error) = tokenizer {
        // Fallback to the default chat model
        cl100k_base()
    } else {
        tokenizer
    }
}

// Get the tokenizer given a model
pub(crate) fn get_tokenizer<T: LLMModel>(model: &T) -> anyhow::Result<CoreBPE> {
    let tokenizer = get_bpe_from_model(model.as_str());
    if let Err(_error) = tokenizer {
        // Fallback to the default chat model
        cl100k_base()
    } else {
        tokenizer
    }
}

/// Deserializes a field from either a JSON string or a JSON object (e.g. structured output).
/// Returns `Option<String>`: strings are kept as-is, objects/arrays are serialized to a JSON string.
pub(crate) fn deserialize_text_content<'de, D>(deserializer: D) -> Result<Option<String>, D::Error>
where
    D: serde::Deserializer<'de>,
{
    use serde::Deserialize;
    let opt = Option::<Value>::deserialize(deserializer)?;
    Ok(opt.map(|v| match v {
        Value::String(s) => s,
        other => serde_json::to_string(&other).unwrap_or_default(),
    }))
}

/// LLMs have a tendency to wrap response Json in ```json{}```. This function sanitizes
pub(crate) fn remove_json_wrapper(json_response: &str) -> String {
    let text_no_json = json_response.replace("json\n", "");
    text_no_json.replace("```", "")
}

/// Reasoning model may include <think></think> portion explaining step-by-step reasoning
pub(crate) fn remove_think_reasoner_wrapper(json_response: &str) -> String {
    // TODO: We may want to make this more model-specific in the future
    let re = Regex::new(r"(?s)<think>.*?</think>").unwrap();
    re.replace_all(json_response, "").to_string()
}

/// Removes schema wrappers (properties and items) from JSON data if they exist
pub fn remove_schema_wrappers(json_data: &str) -> String {
    match serde_json::from_str::<serde_json::Value>(json_data) {
        Ok(value) => {
            // First remove properties wrappers
            let processed_value = remove_properties_wrappers(value);
            // Then handle items wrappers
            let processed_value = remove_items_wrappers(processed_value);
            processed_value.to_string()
        }
        Err(_) => json_data.to_string(),
    }
}

fn remove_properties_wrappers(value: serde_json::Value) -> serde_json::Value {
    match value {
        serde_json::Value::Object(mut obj) => {
            // Check if this is a wrapper object (has only one field)
            if obj.len() == 1 {
                // Check for properties wrapper
                if let Some(properties) = obj.remove("properties") {
                    if properties.is_object() {
                        return remove_properties_wrappers(properties);
                    }
                }
            }

            // Process all fields recursively
            let processed_obj: serde_json::Map<_, _> = obj
                .into_iter()
                .map(|(k, v)| (k, remove_properties_wrappers(v)))
                .collect();
            serde_json::Value::Object(processed_obj)
        }
        serde_json::Value::Array(arr) => {
            // Process array elements recursively
            serde_json::Value::Array(arr.into_iter().map(remove_properties_wrappers).collect())
        }
        // For other types (string, number, bool, null), return as is
        other => other,
    }
}

fn remove_items_wrappers(value: serde_json::Value) -> serde_json::Value {
    match value {
        serde_json::Value::Object(obj) => {
            // First process all fields recursively
            let processed_obj: serde_json::Map<_, _> = obj
                .into_iter()
                .map(|(k, v)| {
                    // Process the value recursively first
                    let processed_v = remove_items_wrappers(v);
                    // If this is a named field and its value is an object with a single "items" field that's an array,
                    // return the array directly
                    if let serde_json::Value::Object(inner_obj) = &processed_v {
                        if inner_obj.len() == 1 {
                            if let Some(items) = inner_obj.get("items") {
                                if items.is_array() {
                                    return (k, items.clone());
                                }
                            }
                        }
                    }
                    (k, processed_v)
                })
                .collect();

            serde_json::Value::Object(processed_obj)
        }
        serde_json::Value::Array(arr) => {
            // Process array elements recursively
            serde_json::Value::Array(arr.into_iter().map(remove_items_wrappers).collect())
        }
        // For other types (string, number, bool, null), return as is
        other => other,
    }
}

// This function generates a Json schema for the provided type
pub(crate) fn get_type_schema<T: JsonSchema + DeserializeOwned>() -> Result<String> {
    // Instruct the Assistant to answer with the right Json format
    // Output schema is extracted from the type parameter
    let mut schema = schema_for!(T);

    // Modify the schema for `serde_json::Value` fields globally
    fix_value_schema(&mut schema);

    // Convert the schema to a JSON value
    let mut schema_json: Value = serde_json::to_value(&schema)?;

    // Remove '$schema' and 'title' elements that are added by schema_for macro but are not needed
    if let Some(obj) = schema_json.as_object_mut() {
        obj.remove("$schema");
        obj.remove("title");
    }

    // Convert the modified JSON value back to a pretty-printed JSON string
    Ok(serde_json::to_string_pretty(&schema_json)?)
}

// The Schemars crate uses `Bool(true)` for `Value`, which essentially means "accept anything". We need to replace it with actual `Object` type
fn fix_value_schema(schema: &mut schemars::schema::RootSchema) {
    if let Some(object) = &mut schema.schema.object {
        // Iterate over mutable values in the `properties` BTreeMap
        for subschema in object.properties.values_mut() {
            // Check if the schema is `Bool(true)` (placeholder for `serde_json::Value`)
            if let schemars::schema::Schema::Bool(true) = subschema {
                // Replace `true` with a proper schema for `serde_json::Value`
                *subschema = schemars::schema::Schema::Object(schemars::schema::SchemaObject {
                    instance_type: Some(schemars::schema::InstanceType::Object.into()),
                    ..Default::default()
                });
            }
        }
    }
}

//Used internally to pick a number from range based on its % representation
pub(crate) fn map_to_range(min: u32, max: u32, target: u32) -> f32 {
    // Cap the target to the percentage range [0, 100]
    let capped_target = target.min(100);

    // Calculate the target value in the range [min, max]
    let range = max as f32 - min as f32;
    let percentage = capped_target as f32 / 100.0;
    min as f32 + (range * percentage)
}

//Used internally to pick a number from range based on its % representation
pub(crate) fn map_to_range_f32(min: f32, max: f32, target: u32) -> f32 {
    // Cap the target to the percentage range [0, 100]
    let capped_target = target.min(100);

    // Calculate the target value in the range [min, max]
    let range = max - min;
    let percentage = capped_target as f32 / 100.0;
    min + (range * percentage)
}

/// Determine MIME type based on file extension
/// OpenAI documentation: https://platform.openai.com/docs/assistants/tools/supported-files
pub(crate) fn get_mime_type(file_name: &str) -> Option<&str> {
    match Path::new(file_name)
        .extension()
        .and_then(std::ffi::OsStr::to_str)
    {
        Some("pdf") => Some("application/pdf"),
        Some("json") => Some("application/json"),
        Some("txt") => Some("text/plain"),
        Some("html") => Some("text/html"),
        Some("c") => Some("text/x-c"),
        Some("cpp") => Some("text/x-c++"),
        Some("docx") => {
            Some("application/vnd.openxmlformats-officedocument.wordprocessingml.document")
        }
        Some("java") => Some("text/x-java"),
        Some("md") => Some("text/markdown"),
        Some("php") => Some("text/x-php"),
        Some("pptx") => {
            Some("application/vnd.openxmlformats-officedocument.presentationml.presentation")
        }
        Some("py") => Some("text/x-python"),
        Some("rb") => Some("text/x-ruby"),
        Some("tex") => Some("text/x-tex"),
        //The below are currently only supported for Code Interpreter but NOT Retrieval
        Some("css") => Some("text/css"),
        Some("jpeg") | Some("jpg") => Some("image/jpeg"),
        Some("js") => Some("text/javascript"),
        Some("gif") => Some("image/gif"),
        Some("png") => Some("image/png"),
        Some("tar") => Some("application/x-tar"),
        Some("ts") => Some("application/typescript"),
        Some("xlsx") => Some("application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"),
        Some("xml") => Some("application/xml"),
        Some("zip") => Some("application/zip"),
        _ => None,
    }
}

/// Checks if an `Option<&[T]>` has meaningful values, i.e., is `Some` and the slice is not empty
pub fn has_values<T>(opt_slice: Option<&[T]>) -> bool {
    opt_slice.is_some_and(|s| !s.is_empty())
}

#[cfg(test)]
mod tests {
    use schemars::schema::{InstanceType, ObjectValidation, RootSchema, Schema, SchemaObject};
    use schemars::JsonSchema;
    use serde::{Deserialize, Serialize};
    use serde_json::Value;

    use crate::llm_models::OpenAIModels;
    use crate::utils::{
        fix_value_schema, get_tokenizer, get_type_schema, has_values, map_to_range,
        map_to_range_f32, remove_schema_wrappers, remove_think_reasoner_wrapper,
    };

    #[derive(JsonSchema, Serialize, Deserialize)]
    struct SimpleStruct {
        id: i32,
        name: String,
    }

    #[derive(JsonSchema, Serialize, Deserialize)]
    struct StructWithValue {
        data: serde_json::Value,
    }

    #[derive(JsonSchema, Serialize, Deserialize)]
    struct NestedStruct {
        info: SimpleStruct,
        optional_field: Option<String>,
    }

    // Tokenizer tests
    #[test]
    fn it_computes_gpt3_5_tokenization() {
        let bpe = get_tokenizer(&OpenAIModels::Gpt4_32k).unwrap();
        let tokenized: Result<Vec<_>, _> = bpe
            .split_by_token_iter("This is a test         with a lot of spaces", true)
            .collect();
        let tokenized = tokenized.unwrap();
        assert_eq!(
            tokenized,
            vec!["This", " is", " a", " test", "        ", " with", " a", " lot", " of", " spaces"]
        );
    }

    // Generating correct schema for types
    #[test]
    fn test_get_type_schema_simple_struct() {
        let schema_result = get_type_schema::<SimpleStruct>();

        assert!(
            schema_result.is_ok(),
            "Expected schema generation to succeed"
        );

        let schema_json = schema_result.unwrap();
        let schema_value: Value = serde_json::from_str(&schema_json).unwrap();

        // Verify basic structure of the schema
        assert!(
            schema_value.is_object(),
            "Expected schema to be a JSON object"
        );
        let properties = schema_value["properties"].as_object().unwrap();
        assert!(properties.contains_key("id"), "Schema should contain 'id'");
        assert!(
            properties.contains_key("name"),
            "Schema should contain 'name'"
        );
    }

    #[test]
    fn test_get_type_schema_struct_with_value() {
        let schema_result = get_type_schema::<StructWithValue>();

        assert!(
            schema_result.is_ok(),
            "Expected schema generation to succeed"
        );

        let schema_json = schema_result.unwrap();
        let schema_value: Value = serde_json::from_str(&schema_json).unwrap();

        // Verify that the `data` field has been replaced with a proper object schema
        let data_schema = &schema_value["properties"]["data"];
        assert!(
            data_schema.is_object(),
            "Expected 'data' to be a JSON object"
        );
        assert_eq!(
            data_schema["type"].as_str(),
            Some("object"),
            "Expected 'data' field to be of type 'object'"
        );
    }

    #[test]
    fn test_get_type_schema_removes_schema_and_title() {
        let schema_result = get_type_schema::<SimpleStruct>();

        assert!(
            schema_result.is_ok(),
            "Expected schema generation to succeed"
        );

        let schema_json = schema_result.unwrap();
        let schema_value: Value = serde_json::from_str(&schema_json).unwrap();

        // Ensure `$schema` and `title` are removed
        assert!(
            !schema_value.as_object().unwrap().contains_key("$schema"),
            "Schema should not contain '$schema'"
        );
        assert!(
            !schema_value.as_object().unwrap().contains_key("title"),
            "Schema should not contain 'title'"
        );
    }

    #[test]
    fn test_get_type_schema_handles_nested_struct() {
        let schema_result = get_type_schema::<NestedStruct>();

        assert!(
            schema_result.is_ok(),
            "Expected schema generation to succeed"
        );

        let schema_json = schema_result.unwrap();
        let schema_value: Value = serde_json::from_str(&schema_json).unwrap();

        // Verify nested structure
        let info_schema = &schema_value["properties"]["info"];
        assert!(
            info_schema.is_object(),
            "Expected 'info' to be a JSON object"
        );

        // Check that `info` references `SimpleStruct`
        assert!(
            info_schema.get("$ref").is_some(),
            "Expected 'info' to have a $ref to a definition"
        );

        let ref_path = info_schema["$ref"].as_str().unwrap();
        assert_eq!(ref_path, "#/definitions/SimpleStruct");

        // Verify the `SimpleStruct` definition
        let simple_struct_schema = &schema_value["definitions"]["SimpleStruct"];
        let simple_struct_properties = simple_struct_schema["properties"].as_object().unwrap();

        assert!(
            simple_struct_properties.contains_key("id"),
            "SimpleStruct schema should contain 'id'"
        );
        assert!(
            simple_struct_properties.contains_key("name"),
            "SimpleStruct schema should contain 'name'"
        );
    }

    #[test]
    fn test_get_type_schema_pretty_printed_json() {
        let schema_result = get_type_schema::<SimpleStruct>();

        assert!(
            schema_result.is_ok(),
            "Expected schema generation to succeed"
        );

        let schema_json = schema_result.unwrap();

        // Verify pretty-printed formatting by checking indentation
        assert!(
            schema_json.contains('\n'),
            "Expected pretty-printed JSON with line breaks"
        );
        assert!(
            schema_json.contains("  "),
            "Expected pretty-printed JSON with indentation"
        );
    }

    // Fixing how Value is represented in schema
    #[test]
    fn test_fix_value_schema_replaces_bool_true() {
        let mut schema = RootSchema {
            schema: SchemaObject {
                object: Some(Box::new(ObjectValidation {
                    properties: {
                        let mut map = std::collections::BTreeMap::new();
                        map.insert(
                            "test_property".to_string(),
                            Schema::Bool(true), // This should be replaced
                        );
                        map
                    },
                    ..Default::default()
                })),
                ..Default::default()
            },
            ..Default::default()
        };

        fix_value_schema(&mut schema);

        // Assert that the `Bool(true)` was replaced with a `SchemaObject`
        if let Some(object) = &schema.schema.object {
            if let Schema::Object(subschema) = object.properties.get("test_property").unwrap() {
                assert_eq!(subschema.instance_type, Some(InstanceType::Object.into()));
            } else {
                panic!("Expected Schema::Object, but found something else");
            }
        } else {
            panic!("Expected object validation in schema, but none found");
        }
    }

    #[test]
    fn test_fix_value_schema_ignores_other_schemas() {
        let mut schema = RootSchema {
            schema: SchemaObject {
                object: Some(Box::new(ObjectValidation {
                    properties: {
                        let mut map = std::collections::BTreeMap::new();
                        map.insert(
                            "test_property".to_string(),
                            Schema::Object(SchemaObject {
                                instance_type: Some(InstanceType::String.into()),
                                ..Default::default()
                            }), // This should remain unchanged
                        );
                        map
                    },
                    ..Default::default()
                })),
                ..Default::default()
            },
            ..Default::default()
        };

        fix_value_schema(&mut schema);

        // Assert that the schema with `InstanceType::String` remains unchanged
        if let Some(object) = &schema.schema.object {
            if let Schema::Object(subschema) = object.properties.get("test_property").unwrap() {
                assert_eq!(subschema.instance_type, Some(InstanceType::String.into()));
            } else {
                panic!("Expected Schema::Object, but found something else");
            }
        } else {
            panic!("Expected object validation in schema, but none found");
        }
    }

    #[test]
    fn test_fix_value_schema_handles_missing_properties() {
        let mut schema = RootSchema {
            schema: SchemaObject {
                object: Some(Box::new(ObjectValidation {
                    properties: std::collections::BTreeMap::new(),
                    ..Default::default()
                })),
                ..Default::default()
            },
            ..Default::default()
        };

        fix_value_schema(&mut schema);

        // Assert that the properties map is still empty
        if let Some(object) = &schema.schema.object {
            assert!(object.properties.is_empty());
        } else {
            panic!("Expected object validation in schema, but none found");
        }
    }

    #[test]
    fn test_fix_value_schema_handles_missing_object() {
        let mut schema = RootSchema {
            schema: SchemaObject {
                object: None, // No object validation
                ..Default::default()
            },
            ..Default::default()
        };

        fix_value_schema(&mut schema);

        // Assert that the schema's object field is still None
        assert!(schema.schema.object.is_none());
    }

    // Mapping % target to temperature range
    #[test]
    fn test_target_at_min() {
        assert_eq!(map_to_range(0, 100, 0), 0.0);
        assert_eq!(map_to_range(10, 20, 0), 10.0);
    }

    #[test]
    fn test_target_at_max() {
        assert_eq!(map_to_range(0, 100, 100), 100.0);
        assert_eq!(map_to_range(10, 20, 100), 20.0);
    }

    #[test]
    fn test_target_in_middle() {
        assert_eq!(map_to_range(0, 100, 50), 50.0);
        assert_eq!(map_to_range(10, 20, 50), 15.0);
        assert_eq!(map_to_range(0, 1, 50), 0.5);
    }

    #[test]
    fn test_target_out_of_bounds() {
        assert_eq!(map_to_range(0, 100, 3000), 100.0); // Cap to 100
        assert_eq!(map_to_range(0, 100, 200), 100.0); // Cap to 100
        assert_eq!(map_to_range(10, 20, 200), 20.0); // Cap to 100
    }

    #[test]
    fn test_zero_range() {
        assert_eq!(map_to_range(10, 10, 50), 10.0); // Always return min if min == max
        assert_eq!(map_to_range(5, 5, 100), 5.0); // Even at max target
    }

    #[test]
    fn test_negative_behavior_not_applicable() {
        // Not applicable for unsigned inputs but could test edge cases:
        assert_eq!(map_to_range(0, 100, 0), 0.0);
    }

    #[test]
    fn test_target_at_min_f32() {
        assert_eq!(map_to_range_f32(0.0, 100.0, 0), 0.0);
        assert_eq!(map_to_range_f32(10.0, 20.0, 0), 10.0);
    }

    #[test]
    fn test_target_at_max_f32() {
        assert_eq!(map_to_range_f32(0.0, 100.0, 100), 100.0);
        assert_eq!(map_to_range_f32(10.0, 20.0, 100), 20.0);
    }

    #[test]
    fn test_target_in_middle_f32() {
        assert_eq!(map_to_range_f32(0.0, 100.0, 50), 50.0);
        assert_eq!(map_to_range_f32(10.0, 20.0, 50), 15.0);
        assert_eq!(map_to_range_f32(0.0, 1.0, 50), 0.5);
    }

    #[test]
    fn test_target_out_of_bounds_f32() {
        assert_eq!(map_to_range_f32(0.0, 100.0, 3000), 100.0); // Cap to 100
        assert_eq!(map_to_range_f32(0.0, 100.0, 200), 100.0); // Cap to 100
        assert_eq!(map_to_range_f32(10.0, 20.0, 200), 20.0); // Cap to 100
    }

    #[test]
    fn test_zero_range_f32() {
        assert_eq!(map_to_range_f32(10.0, 10.0, 50), 10.0); // Always return min if min == max
        assert_eq!(map_to_range_f32(5.0, 5.0, 100), 5.0); // Even at max target
    }

    #[test]
    fn test_fractional_range_f32() {
        assert_eq!(map_to_range_f32(0.0, 0.5, 50), 0.25);
        assert_eq!(map_to_range_f32(1.5, 3.0, 25), 1.875);
        assert_eq!(map_to_range_f32(-1.0, 1.0, 75), 0.5);
    }

    #[test]
    fn test_large_range_f32() {
        assert_eq!(map_to_range_f32(-1000.0, 1000.0, 50), 0.0); // Midpoint of the range
        assert_eq!(map_to_range_f32(-500.0, 500.0, 25), -250.0); // Quarter point
        assert_eq!(map_to_range_f32(-2000.0, 0.0, 75), -500.0); // Three-quarters
    }

    // Removing <think></think> wrapper
    #[test]
    fn test_remove_think_text() {
        assert_eq!(
            remove_think_reasoner_wrapper("Hello <think>ignore this</think> World"),
            "Hello  World"
        );
        assert_eq!(
            remove_think_reasoner_wrapper("<think>Only this</think>"),
            ""
        );
        assert_eq!(
            remove_think_reasoner_wrapper("No markers here"),
            "No markers here"
        );
        assert_eq!(
            remove_think_reasoner_wrapper(
                "Multiple <think>first</think> parts <think>second</think> remain"
            ),
            "Multiple  parts  remain"
        );
    }

    // Tests for remove_properties_wrapper
    #[test]
    fn test_remove_schema_wrappers_with_wrapper() {
        let input = r#"{
            "properties": {
                "name": "John",
                "age": 30
            }
        }"#;
        let expected = r#"{
            "name": "John",
            "age": 30
        }"#;
        let result = remove_schema_wrappers(input);

        // Parse both strings into Value to compare the actual data structure
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should remove properties wrapper"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_without_wrapper() {
        let input = r#"{
            "name": "John",
            "age": 30
        }"#;
        let result = remove_schema_wrappers(input);

        // Parse both strings into Value to compare the actual data structure
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let input_value: Value = serde_json::from_str(input).unwrap();
        assert_eq!(
            result_value, input_value,
            "Should return original string when no properties wrapper exists"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_with_nested_structure() {
        let input = r#"{
            "properties": {
                "user": {
                    "properties": {
                        "name": "John",
                        "age": 30
                    }
                }
            }
        }"#;
        let expected = r#"{
            "user": {
                "name": "John",
                "age": 30
            }
        }"#;
        let result = remove_schema_wrappers(input);

        // Parse both strings into Value to compare the actual data structure
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should handle nested properties wrappers"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_with_invalid_json() {
        let input = "invalid json";
        let result = remove_schema_wrappers(input);
        assert_eq!(
            result, input,
            "Should return original string for invalid JSON"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_with_array() {
        let input = r#"{
            "properties": {
                "items": [1, 2, 3]
            }
        }"#;
        let expected = r#"{
            "items": [1, 2, 3]
        }"#;
        let result = remove_schema_wrappers(input);

        // Parse both strings into Value to compare the actual data structure
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should handle arrays within properties"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_with_complex_structure() {
        let input = r#"{
            "properties": {
                "responses": {
                    "properties": {
                        "items": [
                            {
                                "confidence": 100,
                                "source": "test",
                                "value": {
                                    "date": "2024-03-20",
                                    "post": "test",
                                    "check": false,
                                    "url": "https://example.com"
                                }
                            }
                        ]
                    }
                }
            }
        }"#;
        let expected = r#"{
            "responses": [
                {
                    "confidence": 100,
                    "source": "test",
                    "value": {
                        "date": "2024-03-20",
                        "post": "test",
                        "check": false,
                        "url": "https://example.com"
                    }
                }
            ]
        }"#;
        let result = remove_schema_wrappers(input);

        // Parse both strings into Value to compare the actual data structure
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should handle complex nested structures"
        );
    }

    #[test]
    fn test_remove_schema_wrappers_with_items() {
        // Test case 1: items in a named field
        let input = r#"{
            "properties": {
                "responses": {
                    "items": [
                        {"id": 1},
                        {"id": 2}
                    ]
                }
            }
        }"#;
        let expected = r#"{
            "responses": [
                {"id": 1},
                {"id": 2}
            ]
        }"#;

        let result = remove_schema_wrappers(input);
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should remove items wrapper when it's in a named field"
        );

        // Test case 2: items in an unnamed (top-level) object
        let input = r#"{
            "items": [
                {"id": 1},
                {"id": 2}
            ]
        }"#;
        let expected = r#"{
            "items": [
                {"id": 1},
                {"id": 2}
            ]
        }"#;

        let result = remove_schema_wrappers(input);
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should preserve items when it's in an unnamed object"
        );

        // Test case 3: items as one of multiple fields
        let input = r#"{
            "properties": {
                "data": {
                    "items": [1, 2, 3],
                    "count": 3
                }
            }
        }"#;
        let expected = r#"{
            "data": {
                "items": [1, 2, 3],
                "count": 3
            }
        }"#;

        let result = remove_schema_wrappers(input);
        let result_value: Value = serde_json::from_str(&result).unwrap();
        let expected_value: Value = serde_json::from_str(expected).unwrap();
        assert_eq!(
            result_value, expected_value,
            "Should preserve items when it's not the only field"
        );
    }

    // Tests for has_values
    #[test]
    fn test_has_values_with_none() {
        let opt_slice: Option<&[i32]> = None;
        assert!(!has_values(opt_slice), "None should return false");
    }

    #[test]
    fn test_has_values_with_empty_slice() {
        let empty: [i32; 0] = [];
        let opt_slice: Option<&[i32]> = Some(&empty);
        assert!(
            !has_values(opt_slice),
            "Some(empty slice) should return false"
        );
    }

    #[test]
    fn test_has_values_with_non_empty_slice() {
        let values = [1, 2, 3];
        let opt_slice: Option<&[i32]> = Some(&values);
        assert!(
            has_values(opt_slice),
            "Some(non-empty slice) should return true"
        );
    }

    #[test]
    fn test_has_values_with_string_slice() {
        let strings = ["hello".to_string()];
        let opt_slice: Option<&[String]> = Some(&strings);
        assert!(
            has_values(opt_slice),
            "Some(slice with one string) should return true"
        );
    }

    #[test]
    fn test_has_values_with_vec_slice() {
        let vec = vec![1, 2, 3];
        let opt_slice: Option<&[i32]> = Some(&vec);
        assert!(
            has_values(opt_slice),
            "Some(vec as slice) should return true"
        );
    }
}