diff --git a/Cargo.lock b/Cargo.lock
index 8167628..fd48ec2 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -106,6 +106,7 @@ dependencies = [
  "bincode",
  "clap",
  "criterion",
+ "csv",
  "env_logger",
  "hound",
  "inverse_distance_weight",
@@ -117,6 +118,7 @@ dependencies = [
  "rustfft",
  "splines",
  "tempfile",
+ "thiserror",
  "wavbrro",
 ]
 
@@ -316,7 +318,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.87",
 ]
 
 [[package]]
@@ -412,9 +414,9 @@ checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
 
 [[package]]
 name = "csv"
-version = "1.3.0"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac574ff4d437a7b5ad237ef331c17ccca63c46479e5b5453eb8e10bb99a759fe"
+checksum = "acdc4883a9c96732e4733212c01447ebd805833b7275a73ca3ee080fd77afdaf"
 dependencies = [
  "csv-core",
  "itoa",
@@ -1080,7 +1082,7 @@ checksum = "e0cd7e117be63d3c3678776753929474f3b04a43a080c744d6b0ae2a8c28e222"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.87",
 ]
 
 [[package]]
@@ -1265,9 +1267,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.72"
+version = "2.0.87"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc4b9b9bf2add8093d3f2c0204471e951b2285580335de42f9d2534f3ae7a8af"
+checksum = "25aa4ce346d03a6dcd68dd8b4010bcb74e54e62c90c573f394c46eae99aba32d"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1302,6 +1304,26 @@ dependencies = [
  "windows-sys",
 ]
 
+[[package]]
+name = "thiserror"
+version = "2.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c006c85c7651b3cf2ada4584faa36773bd07bac24acfb39f3c431b36d7e667aa"
+dependencies = [
+ "thiserror-impl",
+]
+
+[[package]]
+name = "thiserror-impl"
+version = "2.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f077553d607adc1caf65430528a576c757a71ed73944b66ebb58ef2bbd243568"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.87",
+]
+
 [[package]]
 name = "tinytemplate"
 version = "1.2.1"
@@ -1435,7 +1457,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.87",
  "wasm-bindgen-shared",
 ]
 
@@ -1457,7 +1479,7 @@ checksum = "e94f17b526d0a461a191c78ea52bbce64071ed5c04c9ffe424dcb38f74171bb7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.87",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -1628,5 +1650,5 @@ checksum = "125139de3f6b9d625c39e2efdd73d41bdac468ccd556556440e322be0e1bbd91"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.72",
+ "syn 2.0.87",
 ]
diff --git a/atsc/Cargo.toml b/atsc/Cargo.toml
index 7eb0585..c9bb4c8 100644
--- a/atsc/Cargo.toml
+++ b/atsc/Cargo.toml
@@ -22,6 +22,8 @@ wavbrro = { path = "../wavbrro" }
 splines = "4.3.0"
 inverse_distance_weight = "0.1.1"
 num-traits = "0.2"
+csv = "1.3.1"
+thiserror = "2.0.3"
 
 [dev-dependencies]
 criterion = "0.5.1"
@@ -33,4 +35,4 @@ harness= false
 
 [[bench]]
 name = "polynomial_bench"
-harness= false
\ No newline at end of file
+harness= false
diff --git a/atsc/src/csv.rs b/atsc/src/csv.rs
new file mode 100644
index 0000000..eb08d9b
--- /dev/null
+++ b/atsc/src/csv.rs
@@ -0,0 +1,252 @@
+use std::fs::{File, OpenOptions};
+use std::path::Path;
+
+#[derive(Debug, thiserror::Error)]
+pub enum Error {
+    #[error("Failed to open csv file")]
+    OpenFileFailed,
+
+    #[error("Timestamp filed is not found")]
+    TimestampFieldNotFound,
+
+    #[error("Value field is not found")]
+    ValueFieldNotFound,
+
+    #[error("Parsing timestamp is failed")]
+    ParsingTimestampFailed,
+
+    #[error("Parsing value is failed")]
+    ParsingValueFailed,
+
+    #[error("Unexpected error occurred")]
+    Unexpected,
+}
+
+type Result<T> = std::result::Result<T, Error>;
+
+#[derive(Debug, PartialEq)]
+pub struct Sample {
+    pub timestamp: i64,
+    pub value: f64,
+}
+
+/// read_samples_with_headers reads samples from the given file.
+/// It expects that timestamps are stored under timestamp_field field header
+/// and values are stored under value_field.
+pub fn read_samples_with_headers(
+    filepath: &Path,
+    timestamp_field: &str,
+    value_field: &str,
+) -> Result<Vec<Sample>> {
+    let mut reader = open_csv_reader(filepath, true)?;
+    let headers = reader.headers().map_err(|_| Error::Unexpected)?;
+
+    // Find the index of the timestamp and value fields
+    let _ = headers
+        .iter()
+        .position(|h| h == timestamp_field)
+        .ok_or(Error::TimestampFieldNotFound)?;
+
+    let value_idx = headers
+        .iter()
+        .position(|h| h == value_field)
+        .ok_or(Error::ValueFieldNotFound)?;
+
+    // Collect samples
+    let mut samples = Vec::new();
+    for record in reader.records() {
+        let record = record.unwrap();
+        // let timestamp: DateTime<Utc> = record.get(timestamp_idx).unwrap().parse()?;
+        let value: f64 = record
+            .get(value_idx)
+            .unwrap()
+            .parse()
+            .map_err(|_| Error::ParsingValueFailed)?;
+
+        samples.push(Sample {
+            timestamp: 0,
+            value,
+        });
+    }
+
+    Ok(samples)
+}
+
+/// read_samples reads samples from the given file.
+/// It assumes that file contains no headers and
+/// consists of only a single field with values.
+pub fn read_samples(filepath: &Path) -> Result<Vec<Sample>> {
+    let mut reader = open_csv_reader(filepath, false)?;
+
+    // Collect samples
+    let mut samples = Vec::new();
+    for record in reader.records() {
+        let record = record.unwrap();
+        let value: f64 = record
+            .get(0) // assuming that there is only a single field with values inside
+            .unwrap()
+            .parse()
+            .map_err(|_| Error::ParsingValueFailed)?;
+
+        samples.push(Sample {
+            timestamp: 0,
+            value,
+        });
+    }
+
+    Ok(samples)
+}
+
+fn open_csv_reader(filepath: &Path, has_headers: bool) -> Result<csv::Reader<File>> {
+    let file = OpenOptions::new()
+        .read(true)
+        .open(filepath)
+        .map_err(|_| Error::OpenFileFailed)?;
+
+    let reader = csv::ReaderBuilder::new()
+        .has_headers(has_headers)
+        .from_reader(file);
+    Ok(reader)
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use std::fs::File;
+    use std::io::Write;
+    use std::path::Path;
+    use tempfile::tempdir;
+
+    fn create_csv_file(content: &str, filepath: &Path) {
+        let mut file = File::create(filepath).expect("Failed to create test CSV file");
+        file.write_all(content.as_bytes())
+            .expect("Failed to write to test CSV file");
+    }
+
+    #[test]
+    fn test_valid_csv() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_valid.csv");
+
+        let content = "timestamp,value\n1625097600,123.45\n1625184000,678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples_with_headers(&filepath, "timestamp", "value");
+        assert!(result.is_ok());
+
+        let samples = result.unwrap();
+        assert_eq!(
+            samples,
+            vec![
+                Sample {
+                    timestamp: 0,
+                    value: 123.45
+                },
+                Sample {
+                    timestamp: 0,
+                    value: 678.90
+                },
+            ]
+        );
+    }
+
+    #[test]
+    fn test_single_column_csv_no_headers() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_single_column.csv");
+
+        let content = "123.45\n678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples(&filepath);
+        assert!(result.is_ok());
+
+        let samples = result.unwrap();
+        assert_eq!(
+            samples,
+            vec![
+                Sample {
+                    timestamp: 0,
+                    value: 123.45
+                },
+                Sample {
+                    timestamp: 0,
+                    value: 678.90
+                },
+            ]
+        );
+    }
+
+    #[test]
+    fn test_incorrect_format_single_column() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_incorrect_format.csv");
+
+        let content = "value\n123.45\ninvalid_value\n678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples(&filepath);
+        assert!(matches!(result, Err(Error::ParsingValueFailed)));
+    }
+
+    #[test]
+    fn test_missing_timestamp_column() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir
+            .into_path()
+            .join("test_missing_timestamp_column.csv");
+
+        let content = "time,value\n1625097600,123.45\n1625184000,678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples_with_headers(&filepath, "timestamp", "value");
+        assert!(matches!(result, Err(Error::TimestampFieldNotFound)));
+    }
+
+    #[test]
+    fn test_missing_value_column() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_missing_value_column.csv");
+
+        let content = "timestamp,price\n1625097600,123.45\n1625184000,678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples_with_headers(&filepath, "timestamp", "value");
+        assert!(matches!(result, Err(Error::ValueFieldNotFound)));
+    }
+
+    #[test]
+    fn test_parsing_error_value() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_parsing_error_value.csv");
+
+        let content = "timestamp,value\n1625097600,invalid_value\n1625184000,678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples_with_headers(&filepath, "timestamp", "value");
+        assert!(matches!(result, Err(Error::ParsingValueFailed)));
+    }
+
+    #[test]
+    fn test_unopenable_file() {
+        let filepath = Path::new("/invalid/path/to/non_existent_file.csv");
+
+        let result = read_samples_with_headers(filepath, "timestamp", "value");
+        assert!(matches!(result, Err(Error::OpenFileFailed)));
+
+        let result = read_samples(filepath);
+        assert!(matches!(result, Err(Error::OpenFileFailed)));
+    }
+
+    #[test]
+    fn test_no_headers_csv() {
+        let temp_dir = tempdir().unwrap();
+        let filepath = temp_dir.into_path().join("test_no_headers.csv");
+
+        let content = "timestamp,value\n1625097600,123.45\n1625184000,678.90\n";
+        create_csv_file(content, &filepath);
+
+        let result = read_samples(&filepath);
+        assert!(matches!(result, Err(Error::ParsingValueFailed)));
+    }
+}
diff --git a/atsc/src/lib.rs b/atsc/src/lib.rs
index 5d07de7..83b5a3c 100644
--- a/atsc/src/lib.rs
+++ b/atsc/src/lib.rs
@@ -17,6 +17,7 @@ limitations under the License.
 #![allow(clippy::new_without_default)]
 // TODO: re-enable dead code checks
 #![allow(dead_code)]
+extern crate core;
 
 pub mod compressor;
 pub mod data;
@@ -24,4 +25,5 @@ pub mod frame;
 pub mod header;
 pub mod utils;
 
+pub mod csv;
 pub mod optimizer;
diff --git a/atsc/src/main.rs b/atsc/src/main.rs
index c698452..671a816 100644
--- a/atsc/src/main.rs
+++ b/atsc/src/main.rs
@@ -15,6 +15,7 @@ limitations under the License.
 */
 
 use atsc::compressor::Compressor;
+use atsc::csv::{read_samples, read_samples_with_headers};
 use atsc::data::CompressedStream;
 use atsc::optimizer::OptimizerPlan;
 use atsc::utils::readers::bro_reader;
@@ -80,12 +81,41 @@ fn process_single_file(mut file_path: PathBuf, arguments: &Args) -> Result<(), B
             file_path.set_extension("wbro");
             WavBrro::to_file_with_data(&file_path, &decompressed_data)
         }
+    } else if arguments.csv {
+        // Read samples from csv and compress it
+        let samples = if arguments.no_header {
+            debug!("Reading samples from csv with no header");
+            read_samples(&file_path)?
+        } else {
+            debug!("Reading samples from csv with headers");
+            let headers_option = match arguments.fields.clone() {
+                Some(fields) => fields,
+                None => "time, value".to_string(),
+            };
+            let headers: Vec<_> = headers_option.split(",").collect();
+            // Assuming that header[0] is a time field and header[1] is value field
+            read_samples_with_headers(&file_path, headers[0], headers[1])?
+        };
+
+        let data: Vec<f64> = samples.into_iter().map(|sample| sample.value).collect();
+
+        if arguments.verbose {
+            println!("Input={:?}", data);
+        }
+
+        // Compress
+        let compressed_data = compress_data(&data, arguments);
+
+        // Write
+        file_path.set_extension("bro");
+        std::fs::write(file_path, compressed_data)?;
     } else {
         // Read an WavBRRO file and compress it
         let data = WavBrro::from_file(&file_path)?;
         if arguments.verbose {
             println!("Input={:?}", data);
         }
+
         //compress
         let compressed_data = compress_data(&data, arguments);
 
@@ -169,6 +199,21 @@ struct Args {
     /// Verbose output, dumps everysample in the input file (for compression) and in the ouput file (for decompression)
     #[arg(long, action)]
     verbose: bool,
+
+    /// Defines user input as a CSV file
+    #[arg(long, action)]
+    csv: bool,
+
+    /// Defines if the CSV has no header
+    #[arg(long, action)]
+    no_header: bool,
+
+    /// Defines names of fields in CSV file. It should follow this format:
+    ///   --fields=TIME_FIELD_NAME,VALUE_FIELD_NAME
+    /// It assumes that the one before comma is a name of time field and the one
+    /// after comma is value field.
+    #[arg(long, default_value = "time,value")]
+    fields: Option<String>,
 }
 
 #[derive(clap::ValueEnum, Default, Clone, Debug)]
diff --git a/atsc/tests/csv/cpu_utilization.csv b/atsc/tests/csv/cpu_utilization.csv
new file mode 100644
index 0000000..1b9dc7a
--- /dev/null
+++ b/atsc/tests/csv/cpu_utilization.csv
@@ -0,0 +1,2855 @@
+time,value
+1730419200,60.486139011651275
+1730419220,65.44663767146203
+1730419240,68.66631313800875
+1730419260,60.99319727891156
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diff --git a/atsc/tests/csv/cpu_utilization_no_headers_only_values.csv b/atsc/tests/csv/cpu_utilization_no_headers_only_values.csv
new file mode 100644
index 0000000..accc16d
--- /dev/null
+++ b/atsc/tests/csv/cpu_utilization_no_headers_only_values.csv
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diff --git a/atsc/tests/e2e.rs b/atsc/tests/e2e.rs
index 004539a..62a2d63 100644
--- a/atsc/tests/e2e.rs
+++ b/atsc/tests/e2e.rs
@@ -1,3 +1,4 @@
+use atsc::csv::{read_samples, read_samples_with_headers};
 use atsc::utils::error::calculate_error;
 use std::fs;
 use std::path::{Path, PathBuf};
@@ -47,6 +48,108 @@ fn test_compressor_auto_lossy() {
     test_lossy_compression("auto")
 }
 
+#[test]
+fn test_csv_input_compression_with_header() {
+    let filepath = Path::new("./tests/csv/cpu_utilization.csv");
+    let test_dir = prepare_test_dir_and_copy_file(filepath);
+    let csv_file_path = test_dir.join("cpu_utilization.csv");
+
+    run_compressor(&[
+        "--compressor",
+        "noop",
+        "--error",
+        "5",
+        "--csv",
+        "--fields=time,value",
+        csv_file_path.to_str().unwrap(),
+    ]);
+
+    run_compressor(&["-u", test_dir.join("cpu_utilization.bro").to_str().unwrap()]);
+
+    let uncompressed_samples = WavBrro::from_file(&test_dir.join("cpu_utilization.wbro")).unwrap();
+    let original_samples = read_values_from_csv(&csv_file_path, false);
+
+    let err = calculate_error(&original_samples, &uncompressed_samples);
+
+    assert!(
+        err <= 0.05,
+        "Error: {}\nOriginal    : {:?}\nUncompressed: {:?}",
+        err,
+        original_samples,
+        uncompressed_samples
+    );
+}
+
+#[test]
+fn test_csv_input_compression_with_header_no_fields() {
+    let filepath = Path::new("./tests/csv/cpu_utilization.csv");
+    let test_dir = prepare_test_dir_and_copy_file(filepath);
+    let csv_file_path = test_dir.join("cpu_utilization.csv");
+
+    run_compressor(&[
+        "--compressor",
+        "noop",
+        "--error",
+        "5",
+        "--csv",
+        csv_file_path.to_str().unwrap(),
+    ]);
+
+    run_compressor(&["-u", test_dir.join("cpu_utilization.bro").to_str().unwrap()]);
+
+    let uncompressed_samples = WavBrro::from_file(&test_dir.join("cpu_utilization.wbro")).unwrap();
+    let original_samples = read_values_from_csv(&csv_file_path, false);
+
+    let err = calculate_error(&original_samples, &uncompressed_samples);
+
+    assert!(
+        err <= 0.05,
+        "Error: {}\nOriginal    : {:?}\nUncompressed: {:?}",
+        err,
+        original_samples,
+        uncompressed_samples
+    );
+}
+
+#[test]
+fn test_csv_input_compression_without_header() {
+    let filepath = Path::new("./tests/csv/cpu_utilization_no_headers_only_values.csv");
+    let test_dir = prepare_test_dir_and_copy_file(filepath);
+    let csv_file_path = test_dir.join("cpu_utilization_no_headers_only_values.csv");
+
+    run_compressor(&[
+        "--compressor",
+        "noop",
+        "--error",
+        "5",
+        "--csv",
+        "--no-header",
+        csv_file_path.to_str().unwrap(),
+    ]);
+
+    run_compressor(&[
+        "-u",
+        test_dir
+            .join("cpu_utilization_no_headers_only_values.bro")
+            .to_str()
+            .unwrap(),
+    ]);
+
+    let uncompressed_samples =
+        WavBrro::from_file(&test_dir.join("cpu_utilization_no_headers_only_values.wbro")).unwrap();
+    let original_samples = read_values_from_csv(&csv_file_path, true);
+
+    let err = calculate_error(&original_samples, &uncompressed_samples);
+
+    assert!(
+        err <= 0.05,
+        "Error: {}\nOriginal    : {:?}\nUncompressed: {:?}",
+        err,
+        original_samples,
+        uncompressed_samples
+    );
+}
+
 fn test_lossless_compression(compressor: &str) {
     test_compression_decompression_flow(compressor, 0, compare_samples_lossless)
 }
@@ -115,6 +218,13 @@ fn prepare_test_dir() -> PathBuf {
     test_dir
 }
 
+/// Prepares test directory and copies file to it.
+fn prepare_test_dir_and_copy_file(filepath: &Path) -> PathBuf {
+    let test_dir = tempfile::tempdir().unwrap().into_path();
+    fs::copy(filepath, test_dir.join(filepath.file_name().unwrap())).unwrap();
+    test_dir
+}
+
 /// Runs compressor binary with provided arguments.
 fn run_compressor(args: &[&str]) {
     let compressor_bin = env!("CARGO_BIN_EXE_atsc");
@@ -147,3 +257,15 @@ fn compare_samples_with_allowed_error(original: &Path, uncompressed: &Path) {
         uncompressed_samples
     );
 }
+
+/// Reads csv file and returns the content of value field.
+/// If no_headers = false it assumes --fields="time,value"
+fn read_values_from_csv(csv_file_path: &Path, no_headers: bool) -> Vec<f64> {
+    let samples = if no_headers {
+        read_samples(csv_file_path).unwrap()
+    } else {
+        read_samples_with_headers(csv_file_path, "time", "value").unwrap()
+    };
+
+    samples.into_iter().map(|sample| sample.value).collect()
+}