From 70e9df9b33861f565f7cda1a652118701ce770c6 Mon Sep 17 00:00:00 2001
From: Minimega12121 <architdabral1234567890@gmail.com>
Date: Thu, 19 Sep 2024 17:56:33 +0530
Subject: [PATCH 1/3] Reproducibility Service contribution

---
 .../reproducibility_service/APP-REQ/logo.png  | Bin 0 -> 13468 bytes
 .../APP-REQ/ro-crate-info.yaml                |  33 ++
 .../APP-REQ/status_table.png                  | Bin 0 -> 79292 bytes
 .../tools/reproducibility_service/README.md   |  54 ++
 .../compss_reproducibility_service            | 219 +++++++
 .../data_persistance_false.py                 | 522 +++++++++++++++++
 .../file_operations.py                        | 157 +++++
 .../reproducibility_service/file_verifier.py  | 111 ++++
 .../reproducibility_service/get_workflow.py   | 146 +++++
 .../new_dataset_backend.py                    |  50 ++
 .../provenance_backend.py                     | 102 ++++
 .../reproducibility_service/pseudocode.txt    |  54 ++
 .../reproducibility_service/remote_dataset.py |  55 ++
 .../reproducibility_methods/__init__.py       |   1 +
 .../reproducibility_methods/address_mapper.py | 147 +++++
 .../generate_command_line.py                  | 185 ++++++
 .../reproducibility_methods/utilsr.py         |  58 ++
 compss/tools/reproducibility_service/utils.py | 539 ++++++++++++++++++
 18 files changed, 2433 insertions(+)
 create mode 100644 compss/tools/reproducibility_service/APP-REQ/logo.png
 create mode 100644 compss/tools/reproducibility_service/APP-REQ/ro-crate-info.yaml
 create mode 100644 compss/tools/reproducibility_service/APP-REQ/status_table.png
 create mode 100644 compss/tools/reproducibility_service/README.md
 create mode 100755 compss/tools/reproducibility_service/compss_reproducibility_service
 create mode 100644 compss/tools/reproducibility_service/data_persistance_false.py
 create mode 100644 compss/tools/reproducibility_service/file_operations.py
 create mode 100644 compss/tools/reproducibility_service/file_verifier.py
 create mode 100644 compss/tools/reproducibility_service/get_workflow.py
 create mode 100644 compss/tools/reproducibility_service/new_dataset_backend.py
 create mode 100644 compss/tools/reproducibility_service/provenance_backend.py
 create mode 100644 compss/tools/reproducibility_service/pseudocode.txt
 create mode 100644 compss/tools/reproducibility_service/remote_dataset.py
 create mode 100644 compss/tools/reproducibility_service/reproducibility_methods/__init__.py
 create mode 100644 compss/tools/reproducibility_service/reproducibility_methods/address_mapper.py
 create mode 100644 compss/tools/reproducibility_service/reproducibility_methods/generate_command_line.py
 create mode 100644 compss/tools/reproducibility_service/reproducibility_methods/utilsr.py
 create mode 100644 compss/tools/reproducibility_service/utils.py

diff --git a/compss/tools/reproducibility_service/APP-REQ/logo.png b/compss/tools/reproducibility_service/APP-REQ/logo.png
new file mode 100644
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diff --git a/compss/tools/reproducibility_service/APP-REQ/ro-crate-info.yaml b/compss/tools/reproducibility_service/APP-REQ/ro-crate-info.yaml
new file mode 100644
index 0000000000..6765e8df2b
--- /dev/null
+++ b/compss/tools/reproducibility_service/APP-REQ/ro-crate-info.yaml
@@ -0,0 +1,33 @@
+# NOTE: NO NEED TO FILL BELOW INFORMATION AS IT WILL BE FILLED AUTOMATICALLY BY THE RS SERVICE
+COMPSs Workflow Information:
+  name: Name of your COMPSs application
+  description: Detailed description of your COMPSs application
+  license: Apache-2.0
+  sources: [/absolute_path_to/dir_1/, relative_path_to/dir_2/, main_file.py, relative_path/aux_file_1.py, /abs_path/aux_file_2.py]
+  sources_main_file: my_main_file.py
+  # CURRENTLY ONLY DATA PERSISTENCE FALSE IS SUPPORTED BY THE RS SERVICE
+  data_persistence: False
+
+# NOTE: AUTHORS INFORMATION WILL BE EXTRACTED FROM THE CRATE
+Authors:
+  - name: Author_1 Name
+    e-mail: author_1@email.com
+    orcid: https://orcid.org/XXXX-XXXX-XXXX-XXXX
+    organisation_name: Institution_1 name
+    ror: https://ror.org/XXXXXXXXX
+      # Find them in ror.org
+  - name: Author_2 Name
+    e-mail: author2@email.com
+    orcid: https://orcid.org/YYYY-YYYY-YYYY-YYYY
+    organisation_name: Institution_2 name
+    ror: https://ror.org/YYYYYYYYY
+      # Find them in ror.org
+
+# NOTE: PLEASE FILL THE SUBMITTER INFORMATION
+Submitter:
+  name: Name
+  e-mail: submitter@email.com
+  orcid: https://orcid.org/XXXX-XXXX-XXXX-XXXX
+  organisation_name: Submitter Institution name
+  ror: https://ror.org/XXXXXXXXX
+    # Find them in ror.org
diff --git a/compss/tools/reproducibility_service/APP-REQ/status_table.png b/compss/tools/reproducibility_service/APP-REQ/status_table.png
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diff --git a/compss/tools/reproducibility_service/README.md b/compss/tools/reproducibility_service/README.md
new file mode 100644
index 0000000000..afa669721d
--- /dev/null
+++ b/compss/tools/reproducibility_service/README.md
@@ -0,0 +1,54 @@
+# COMPSs-Reproducibility-Service
+
+<p align="center">
+  <img src="./APP-REQ/logo.png" alt="Logo">
+</p>
+
+This is an automatic reproducibility service designed to help reproduce COMPSs workflows on your local machine or on a SLURM cluster. Below are the prerequisites and instructions for proper functioning.
+
+## Pre-requisites
+
+- COMPSs must be installed on your local machine, or the COMPSs module must be loaded on the cluster. For installation guidance, refer to the [COMPSs Official Installation Guide](https://compss-doc.readthedocs.io/en/stable/Sections/01_Installation.html).
+- Ensure that all dependencies for the experiment you wish to reproduce are satisfied on the machine where you want to resubmit the application.
+
+## How to Use
+
+- Take the remote URL to the workflow (i.e. from WorkflowHub) or the path to the RO-Crate (a folder or a zip file) and pass it as the first argument to the service:
+  ```bash
+  python3 reproducibility_service.py <link_or_path>
+- The rest of the steps are self-explanatory and occur as interactions with the program, allowing the following features:
+
+## Features
+
+1. **Provenance Generation**: The program prompts you for a provenance flag (`-p` flag for `runcompss`). It automatically fetches the experiment details from the metadata and only asks for the `Submitter` details.
+
+2. **New Dataset Feature**: If you want to reproduce the same experiment with a new dataset, simply provide the path to the new dataset.
+   > **Note**: The new dataset should follow the exact same directory structure as the old one for the paths to be correctly mapped.
+
+3. **Flag Addition**: You can review the `runcompss` command line generated by the service and pass additional flags according to the needs of your new run.
+
+4. **File Verification**: The service verifies file integrity against metadata such as file size or modification date. It generates a status table displaying the results of the verification.
+<p align="center">
+  <img src="./APP-REQ/status_table.png" alt="Logo" style="width: 75%; height: auto;">
+</p>
+
+5. **Sub-directory Feature**: The service execution occurs in a separate subdirectory named `reproducibility_service_{timestamp}`, ensuring that it does not interfere with the current working directory (cwd).
+
+6. **Results**: Any results generated by the experiment are stored in `reproducibility_service_{timestamp}/Results`. If provenance is requested, the generated RO-Crate is also stored in this directory.
+
+7. **Logging**: Logs from the reproducibility service, such as `err.log`, `out.log`, and `rs_log`, are stored in `reproducibility_service_{timestamp}/log`.
+
+## Known Issues (or Future Plans)
+
+- Third party software dependencies: neither automatic detection nor loading those dependencies on a SLURM cluster are implemented. Currently, they need to be solved manually by the user.
+- No support for workflows with `data_persistence = False` with all datasets as remote files.
+
+### Experiment Requirements
+
+1. If a folder path is provided in the `compss_submission_command_line`, the path should end with a `/`.
+2. The service does not support experiments with file paths inside the source code, as these paths cannot be easily mapped.
+3. The `data_persistence = False` examples are only supposed to work on the original SLURM cluster where paths related to the experiment are accessible (i.e. the new Submitter may need to request access permissions).
+
+---
+
+I hope you find this service helpful!
diff --git a/compss/tools/reproducibility_service/compss_reproducibility_service b/compss/tools/reproducibility_service/compss_reproducibility_service
new file mode 100755
index 0000000000..ca9cff9648
--- /dev/null
+++ b/compss/tools/reproducibility_service/compss_reproducibility_service
@@ -0,0 +1,219 @@
+#!/usr/bin/env python3
+
+#
+#  Copyright 2002-2022 Barcelona Supercomputing Center (www.bsc.es)
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+#  Authors: Archit Dabral and Raül Sirvent
+
+
+"""
+Reproducibility Service Main Module
+
+This module serves as the entry point for the Reproducibility Service, a tool designed to automate
+the process of reproducing computational experiments and workflows. It integrates various components
+and modules to ensure that experiments can be consistently and accurately reproduced, either using
+existing datasets or new ones.
+
+"""
+
+import os
+import sys
+import signal
+from rocrate.rocrate import ROCrate
+
+from reproducibility_methods import generate_command_line
+from file_operations import move_results_created,create_new_execution_directory
+from file_verifier import files_verifier
+from utils import (
+    check_compss_version,check_slurm_cluster,executor,
+    get_compss_crate_version,get_data_persistence_status,get_instument,
+    get_objects_dict,get_previous_flags,get_yes_or_no,print_colored,
+    print_welcome_message,TextColor,get_create_action_name
+)
+from new_dataset_backend import new_dataset_info_collector
+from provenance_backend import provenance_info_collector, update_yaml, provenance_checker
+from get_workflow import get_workflow, get_more_flags, get_change_values
+from remote_dataset import remote_dataset
+from data_persistance_false import data_persistence_false_verifier, run_dpf
+
+SUB_DIRECTORY_PATH:str = None
+SERVICE_PATH:str = None
+COMPSS_VERSION:str = None
+SLURM_CLUSTER:bool = None
+DPF: bool = False
+CRATE_PATH: str = None
+DATA_PERSISTENCE: bool = False
+
+def interrupt_handler(signum, frame): # signal handler for cleaning up in case of an interrupt
+    """
+    Signal handler for safely exiting in case of interrupt.
+    """
+    print_colored(f"Reproducibility Service has been interrupted with signal {signum}.", TextColor.RED)
+    print_colored("Exiting the program.", TextColor.RED)
+    sys.exit(0)
+
+signal.signal(signal.SIGINT, interrupt_handler) # register the signal handler
+
+class Unbuffered:
+    """
+    Unbuffered class for logging purposes.
+    """
+    def __init__(self, stream):
+        self.stream = stream
+
+    def write(self, data):
+        self.stream.write(data)
+        self.stream.flush()
+        te.write(data)
+
+    def flush(self):
+        self.stream.flush()
+        te.flush()
+
+class ReproducibilityService:
+    """
+        Reproducibility Service class for executing the reproducibility service.
+
+        __init__: Initialises the Reproducibility Service with the given flags.
+            And verifies the files and fills other necessary information.
+
+        run(): Run the reproducibility service by submitting the final command to the executor.
+    """
+    def __init__(self, provenance_flag:bool, new_dataset_flag:bool) -> bool:
+        global CRATE_PATH
+        self.crate_directory = CRATE_PATH
+        self.provenance_flag = provenance_flag
+        self.new_dataset_flag = new_dataset_flag
+        self.root_folder = SERVICE_PATH
+        self.remote_dataset_flag = False
+
+        crate_compss_version:str = get_compss_crate_version(self.crate_directory)
+        print_colored(f"COMPSs version used in the original run: {crate_compss_version}", TextColor.BLUE)
+
+        # not using currently to run 3.3.1,3.3 examples on a 3.3 or 3.3.1 compss machine
+        if COMPSS_VERSION != crate_compss_version:
+            print_colored(f"WARNING: The crate was created with COMPSs version: {get_compss_crate_version(self.crate_directory)}, which differs with the COMPSs version found locally: {COMPSS_VERSION}", TextColor.YELLOW)
+
+        try:
+            crate = ROCrate(self.crate_directory)
+            print_colored(f"THE RUN WAS: {get_create_action_name(crate)}", TextColor.YELLOW)
+            global DATA_PERSISTENCE
+            if not DATA_PERSISTENCE:
+                data_persistence_false_verifier(self.crate_directory)
+                global DPF
+                DPF = True
+                return
+
+            if new_dataset_flag:
+                new_dataset_info_collector(self.crate_directory)
+            else: # verify the metadata only if the old dataset is used
+                # print("Reproducing the crate on the old dataset.")
+                instrument = get_instument(crate)
+                objects = get_objects_dict(crate)
+                # download the remote data-set if it exists and return true if it exists
+                (self.remote_dataset_flag, remote_dataset_dict) = remote_dataset(crate, self.crate_directory)
+                files_verifier(self.crate_directory, instrument, objects, remote_dataset_dict)
+            if provenance_flag: #update the sources inside the yaml file
+                update_yaml(self.crate_directory)
+
+        except Exception as e:
+            print_colored(e,TextColor.RED)
+            sys.exit(1)
+
+        self.log_folder = os.path.join(SUB_DIRECTORY_PATH, 'log')
+
+    def run(self):
+        try:
+            new_command = generate_command_line(self, SUB_DIRECTORY_PATH)
+            initial_files = set(os.listdir(os.getcwd()))
+            if self.provenance_flag: # add the provenance flag to the command
+                new_command.insert(1, "--provenance")
+
+            previous_flags = get_previous_flags(self.crate_directory)# get the previous flags to show the user as reference
+            new_command = get_more_flags(new_command, previous_flags) # ask user for more flags he/she wants to add to the final compss command
+            new_command = get_change_values(new_command)
+
+            result = executor(new_command,SUB_DIRECTORY_PATH)
+            move_results_created(initial_files, SUB_DIRECTORY_PATH)
+
+            return result
+
+        except Exception as e:
+            print_colored(e, TextColor.RED)
+            return False
+
+if __name__ == "__main__":
+    try:
+        if len(sys.argv) < 2:
+            print_colored("Please provide the link or the path to the RO-Crate.", TextColor.RED)
+            sys.exit(1)
+        if len(sys.argv) > 2:
+            print_colored("Too many arguments provided. Please provide only the link or the path to the RO-Crate.", TextColor.RED)
+            sys.exit(1)
+        print_welcome_message()
+        NEW_DATASET_FLAG = False
+        PROVENANCE_FLAG = False
+        COMPSS_VERSION:str = check_compss_version() # To check if compss is installed, if yes extract the version, else exit the program
+        SLURM_CLUSTER = check_slurm_cluster()[0] # To check if the program is running on the SLURM cluster
+        print("Slurm cluster:", SLURM_CLUSTER)
+        SERVICE_PATH= os.path.dirname(os.path.abspath(__file__))
+        print("Service path is:", SERVICE_PATH)
+        SUB_DIRECTORY_PATH = create_new_execution_directory(SERVICE_PATH)
+        print("Sub-directory path is:", SUB_DIRECTORY_PATH)
+
+        te = open(os.path.join(SUB_DIRECTORY_PATH,'log/rs_log.txt'), 'w', encoding='utf-8')  #  for logging purposes
+
+        sys.stdout = Unbuffered(sys.stdout) # for logging
+
+        link_or_path =  sys.argv[1] # take the link or path given by the user
+        print(f"Source for crate: {link_or_path}")
+        CRATE_PATH = get_workflow(SUB_DIRECTORY_PATH, link_or_path)
+        # print("Crate path is:",CRATE_PATH)
+        DATA_PERSISTENCE = get_data_persistence_status(CRATE_PATH)
+        print_colored(f"DATA PERSISTENCE IN THE CRATE WAS: {DATA_PERSISTENCE}", TextColor.YELLOW)
+        os.chdir(SUB_DIRECTORY_PATH) # Avoid problems when relative paths are used as parameter
+
+        if not SLURM_CLUSTER:
+            NEW_DATASET_FLAG = get_yes_or_no("Do you want to reproduce the crate on a new dataset?")
+
+        if not SLURM_CLUSTER or DATA_PERSISTENCE: #can generate provenance for dpt
+            PROVENANCE_FLAG = provenance_info_collector(SUB_DIRECTORY_PATH, SERVICE_PATH)
+
+        rs = ReproducibilityService(PROVENANCE_FLAG, NEW_DATASET_FLAG)
+        RESULT = False #default value
+        if DPF:
+            # print(rs.crate_directory)
+            RESULT = run_dpf(SUB_DIRECTORY_PATH, rs.crate_directory)
+        else:
+            RESULT = rs.run()
+        if RESULT:
+            print_colored("Reproducibility Service has been executed successfully", TextColor.GREEN)
+        else:
+            print_colored("Reproducibility Service has failed", TextColor.RED)
+
+        if PROVENANCE_FLAG and not SLURM_CLUSTER:
+            provenance_checker(SUB_DIRECTORY_PATH)
+
+    except FileNotFoundError as e:
+        print_colored(e, TextColor.RED)
+        sys.exit(1)
+    except ValueError as e:
+        print_colored(e, TextColor.RED)
+        sys.exit(1)
+    except Exception as e:
+        print_colored(e,TextColor.RED)
+        sys.exit(1)
+
+    sys.exit(0)
diff --git a/compss/tools/reproducibility_service/data_persistance_false.py b/compss/tools/reproducibility_service/data_persistance_false.py
new file mode 100644
index 0000000000..b0ba057b03
--- /dev/null
+++ b/compss/tools/reproducibility_service/data_persistance_false.py
@@ -0,0 +1,522 @@
+"""
+    Data Persistance False (DPF) Module
+
+    This is for the worflow where the data persistance is set to false. It is exclusively for SLURM clusters.
+    This module verifies the accessibility of the files in the crate and checks if the files are accessible.
+    It also verifies the files in the crate against their metadata. It also checks if the crate was created
+    with data persistance set to false and runs the workflow on the cluster in which the dataset paths are available.
+"""
+import os
+import datetime as dt
+import re
+import shlex
+
+from urllib.parse import urlparse
+from rocrate.rocrate import ROCrate
+from utils import print_colored, TextColor, get_objects, get_by_id, get_instument, get_objects_dict
+from utils import get_results_dict, check_slurm_cluster, executor, get_previous_flags
+from utils import get_file_names, generate_file_status_table
+from get_workflow import get_more_flags, get_change_values
+
+RESULT_PATH:str = None
+OUTPUT_NUM:int = 0
+
+
+def check_file_accessibility(crate: ROCrate) -> tuple[bool,dict]:
+    """
+    Check if the specified file paths are accessible.
+
+    Parameters:
+    file_paths (list): A list of file paths to check.
+
+    Returns:
+    dict: A dictionary with file paths as keys and a boolean indicating if the file is accessible as values.
+    """
+    file_paths = get_objects(crate)
+    accessibility = {}
+    flag = True
+    for path in file_paths:
+        if path.startswith("http"):
+            # do not consider remote path for cluster due to no connection
+           continue
+        parsed_url = urlparse(path)
+        # Remove the 'file://<id>' prefix
+        file_path = path.replace(f"file://{parsed_url.netloc}", "")
+
+        if file_path:
+            accessibility[file_path] = os.access(file_path, os.R_OK)
+            if accessibility[file_path] == False:
+                flag = False
+            #     print(file_path+ "\n" + "INACCESSIBLE")
+            # else:
+            #     print(file_path+ "\n" + "ACCESSIBLE")
+
+    return flag,accessibility
+
+def files_verifier_dpf(crate_path: str):
+    """
+    Verify files within an RO-Crate against their metadata.
+
+    Args:
+        crate_path (str): Path to the root directory of the RO-Crate.
+        instrument (str): Identifier of the instrument file within the RO-Crate.
+        objects (list[str]): List of identifiers for objects/inputs within the RO-Crate.
+
+    Raises:
+        FileNotFoundError: If any referenced file in the RO-Crate does not exist in the directory.
+        ValueError:If the content size of any file does not match the recorded size in the RO-Crate.
+
+    Notes:
+        This function verifies the existence and size of files referenced in the RO-Crate
+        against the actual files in the specified directory. Optionally, it can also verify
+        modification dates, although this feature is currently commented out.
+    """
+    crate = ROCrate(crate_path)
+    instrument  = get_instument(crate)
+    size_verifier = True
+    date_verifier = True
+    temp_size = []
+    temp_date = []
+    crate = ROCrate(crate_path)
+    instrument_path = os.path.join(crate_path, instrument)
+
+    file_verifer = [] # tuple of (file_name, file_path, Date_modified ,file_size)
+    instrument_tuple = (instrument, instrument_path, 1, 1)
+    if not os.path.getsize(instrument_path) == get_by_id(crate, instrument)["contentSize"]:
+        size_verifier = False
+        temp_size.append(instrument_path)
+        instrument_tuple = (instrument_tuple[0], instrument_tuple[1], instrument_tuple[2], 0)
+    file_verifer.append(instrument_tuple)
+    #Verify the objects/inputs
+    crate = ROCrate(crate_path)
+    file_paths = get_objects(crate)
+    for path in file_paths:
+        if path.startswith("http"):
+        # do not consider remote path for cluster due to no connection
+           continue
+
+        parsed_url = urlparse(path)
+        # Remove the 'file://<id>' prefix
+        file_path = path.replace(f"file://{parsed_url.netloc}", "")
+
+        file_object = get_by_id(crate, path)
+        file_tuple = (path, file_path, 1, 2)
+        if "contentSize" in file_object:
+            content_size = file_object["contentSize"] # Verify the above content size with the actual file size
+            # Get the actual file size
+            actual_size = os.path.getsize(file_path)
+
+            # Verify the content size with the actual file size
+            if actual_size != content_size:
+                file_tuple = (file_tuple[0], file_tuple[1], file_tuple[2], 0)
+                # print(f"Size of {file_path} is incorrect")
+                size_verifier = False
+                temp_size.append(file_path)
+            else:
+                file_tuple = (file_tuple[0], file_tuple[1], file_tuple[2], 1)
+                # print(f"Size of {file_path} is correct")
+
+        actual_modified_date = dt.datetime.utcfromtimestamp(os.path.getmtime(file_path)).replace(microsecond=0).isoformat()
+        if "dateModified" in file_object and actual_modified_date != file_object["dateModified"][:-6]:
+            # print(f"DateModified of {file_path} is incorrect\n")
+            date_verifier = False
+            temp_date.append(file_path)
+            file_tuple = (file_tuple[0], file_tuple[1], 0, file_tuple[3])
+        # else:
+        #     print(f"DateModified of {file_path} is correct")
+        file_verifer.append(file_tuple)
+
+    print_colored("STATUS TABLE (the crate includes REFERENCES to the files the workflow needs to run, data persistence was FALSE):", TextColor.YELLOW)
+
+    generate_file_status_table(file_verifer, "Mod. Date")
+    if date_verifier:
+        print_colored("All files have correct Modification Date", TextColor.GREEN)
+    else:
+        print_colored("WARNING: Modification Date mismatch in the application input files. Re-execution may not work or may lead to different results.", TextColor.RED)
+
+    if size_verifier:
+        print_colored("All files have correct Sizes", TextColor.GREEN)
+    else:
+        print_colored(
+            "WARNING: File Size mismatch in the application input files. Re-execution may not work or may lead to different results.",
+            TextColor.RED)
+
+def data_persistence_false_verifier(crate_path:str):
+    """
+    Verify if the crate was created with data persistance set to false.
+
+    Args:
+        crate_path (str): the path to the root directory of the RO-Crate.
+
+    Raises:
+        ValueError: If some files are not accessible 
+    """
+    # if check_slurm_cluster()[0]:
+    #     print("Slurm cluster")
+    # else:
+    #     print("Not a Slurm cluster")
+    #     raise ValueError ("The crate was created with data persistence set to false. Please run the crate on the cluster in which the dataset paths are available.")
+
+    crate = ROCrate(crate_path)
+
+    (accessible,access_map) = check_file_accessibility(crate)
+
+    if not accessible:
+        print_colored("The following paths are not accessible:", TextColor.RED)
+        for p in access_map:
+            if not access_map[p]:
+                print_colored(p, TextColor.RED)
+        raise ValueError
+
+    else:
+        print_colored("All files are accessible", TextColor.GREEN)
+        # print("Checking file sizes...")
+        try:
+            files_verifier_dpf(crate_path)
+        except ValueError as e:
+            print_colored(str(e), TextColor.RED)
+
+def addr_extractor(path: str) -> dict:
+    """
+    Extracts the addresses of datasets in the given path. For this particular case,
+    it is used to extract the mapping of filenames in the crate/dataset and
+    crate/application_sources directories.
+
+    Args:
+        path (str): The path to the directory containing the datasets.
+
+    Returns:
+        dict: A dictionary mapping dataset filenames to a value of 1.
+    """
+    if not os.path.exists(path):
+        os.makedirs(path)
+    hash_map = {}
+    for filename in os.listdir(path):
+        hash_map[filename] = 1
+
+    return hash_map
+def address_converter_backend(path: str, addr: str, dataset_hashmap: dict) -> str:
+    """
+    Converts the given address to a mapped address inside the RO_Crate
+    based on the dataset hashmap.
+
+    Args:
+        path (str): The base path of the dataset.
+        addr (str): The address to be converted.
+        dataset_hashmap (dict): A dictionary containing the mapping of dataset addresses.
+
+    Returns:
+        str: The mapped address corresponding to the given address.
+
+    Raises:
+        FileNotFoundError: If the mapped address for the given address is not found.
+    """
+    filename = None
+    mapped_addr = None
+
+    if addr.startswith("./"):
+        addr = addr[1:]
+
+    if not addr.startswith("/"):
+        addr = "/" + addr
+
+    # Check if the address is a file or a directory and split it accordingly
+    if addr.endswith("/"):
+        addr_list = addr.split("/")
+    else:
+        addr_list = addr.split("/")
+        filename = addr_list.pop()
+
+    for i in range(1, len(addr_list)):
+        if addr_list[i] in dataset_hashmap:
+            temp_addr = os.path.join(path, addr_list[i])
+            for j in range(i + 1, len(addr_list)):
+                temp_addr = os.path.join(temp_addr, addr_list[j])
+
+            if os.path.exists(temp_addr):
+                mapped_addr = temp_addr
+                break
+
+    # If the address is a file, append the filename and check if exists
+    if filename:
+        if not mapped_addr:
+            mapped_addr = path
+        mapped_addr = os.path.join(mapped_addr, filename)
+        if not os.path.exists(mapped_addr):
+            return None
+
+    return mapped_addr
+
+def address_mapper_dpf(addr:str, object_list: list, result_list: list, application_sources_hash_map: dict, path:str) -> str:
+    """
+    Map the given address to a path inside the RO-Crate based on the given object and result lists.
+
+    Args:
+        addr (str): the address to map
+        object_list (_type_): list of objects from metadata
+        result_list (_type_): list of results from metadata
+        application_sources_hash_map (dict): hashmap of application sources
+        path (str): the path to the RO-Crate
+
+    Raises:
+        FileNotFoundError: if the mapped path does not exist
+
+    Returns:
+        str: mapped path
+    """
+    filename = None
+    mapped_addr = None
+    application_path = os.path.join(path, "application_sources")
+
+    mapped_addr =  address_converter_backend(application_path, addr, application_sources_hash_map) #check if the path is in application sources inside the crate
+
+    if mapped_addr:
+        return mapped_addr # if the path is in application sources then return the path as it is
+
+    if addr.startswith("./"):
+        addr = addr[1:]
+
+    if not addr.startswith("/"):
+        addr = "/" + addr
+
+    # Check if the address is a file or a directory and split it accordingly
+    if addr.endswith("/"):
+        addr_list = addr.split("/")
+    else:
+        addr_list = addr.split("/")
+        filename = addr_list.pop()
+
+    matched_len = -1
+    result_flag = False
+
+    for i in range(len(addr_list)-1,-1,-1):
+        len_matched_result = 0
+        temp_addr_object = None
+        len_matched_object = 0
+        for ls in result_list:
+            if addr_list[i] in ls:
+                temp_addr =""
+                j= len(ls)-1
+                while j>=0 and ls[j] != addr_list[i]:
+                    j-=1
+                if j==-1: #nothing matched
+                    break
+                for k in range(0,j+1): # join the complete matched part
+                    temp_addr = os.path.join(temp_addr, ls[k])
+                len_matched_result = j #storing how much comman is addr with any result path
+                for j in range(i + 1, len(addr_list)):
+                    temp_addr = os.path.join(temp_addr, addr_list[j])
+
+                if not os.path.exists(f"/{temp_addr}"):
+                    len_matched_result = 0
+
+        for ls in object_list:
+            if addr_list[i] in ls:
+                temp_addr =""
+                j= len(ls)-1
+                while j>=0 and ls[j] != addr_list[i]:
+                    j-=1
+                if j==-1: #nothing matched
+                    break
+                for k in range(0,j+1): # join the complete matched part
+                    temp_addr = os.path.join(temp_addr, ls[k])
+                len_matched_object = j #storing how much comman is addr with any result path
+                for j in range(i + 1, len(addr_list)):
+                    temp_addr = os.path.join(temp_addr, addr_list[j])
+
+                if os.path.exists(f"/{temp_addr}"):
+                    temp_addr_object = temp_addr
+                else:
+                    len_matched_object = 0
+
+        if len_matched_object==0 and len_matched_result ==0:
+            continue
+
+        if len_matched_result>len_matched_object:# Assigning the one with more common path
+            if len_matched_result>matched_len:
+                matched_len = len_matched_result
+                mapped_addr = RESULT_PATH
+                result_flag = True
+        else:
+            if len_matched_object>matched_len:
+                matched_len = len_matched_object
+                mapped_addr = temp_addr_object
+                result_flag = False
+
+    if result_flag:
+        global OUTPUT_NUM
+        os.makedirs(os.path.join(RESULT_PATH,f"new_output_{OUTPUT_NUM}/"), exist_ok=True)
+        mapped_addr = os.path.join(RESULT_PATH,f"new_output_{OUTPUT_NUM}/")
+        OUTPUT_NUM+=1
+        return mapped_addr
+    # If the address is a file, append the filename and check if exists
+    if mapped_addr and filename:
+        mapped_addr = os.path.join(mapped_addr, filename)
+        mapped_addr = "/"+mapped_addr
+        if not os.path.exists(mapped_addr):
+            raise FileNotFoundError(f"Could not find the mapped address for: {addr}")
+        else:
+            return mapped_addr
+
+    #Could not find such directory or file
+    if not mapped_addr:
+        raise FileNotFoundError(f"Could not find the mapped address for: {addr}")
+
+    mapped_addr = "/"+mapped_addr # since in dpf path is always absolute and starts with /
+    return mapped_addr
+
+def url_splitter(addr: str)-> list[str]:
+    """
+    Split the given URL into a list of its components.
+
+    Args:
+        addr (str): The URL to split.
+
+    Returns:
+        list[str]: A list of the components of the URL.
+    """
+    parsed_url = urlparse(addr)
+    addr = addr.replace(f"file://{parsed_url.netloc}", "")
+    if addr.startswith("./"):
+        addr = addr[1:]
+
+    if not addr.startswith("/"):
+        addr = "/" + addr
+
+    # Check if the address is a file or a directory and split it accordingly
+    if addr.endswith("/"):
+        addr_list = addr.split("/")
+    else:
+        addr_list = addr.split("/")
+        addr_list.pop()
+    addr_list = addr_list[1:]
+
+    return addr_list
+
+def command_line_generator_dpf(command: str,path:str) -> list[str]:
+    """
+    Modify the command line arguments to map the paths to the paths
+    defined inside the ro-crate-metadata.json file.
+
+    Args:
+        command (str): Original command line string.
+        path (str): Path to the RO_Crate directory.
+
+    Returns:
+        list[str]: Modified command line arguments with mapped paths.
+    """
+    crate = ROCrate(path)
+    objects = get_objects_dict(crate)
+    results = get_results_dict(crate)
+    files_a = get_file_names(os.path.join(path, "application_sources"))
+    application_sources_hashmap = addr_extractor(os.path.join(path, "application_sources"))
+    result_list = []
+    object_list = []
+
+    for _,val in objects.items():
+        object_list.append(url_splitter(val))
+
+    for _,val in results.items():
+        result_list.append(url_splitter(val))
+
+    object_list = [item for item in object_list if item not in result_list]
+
+    command = shlex.split(command)
+    flags = []
+    paths = []
+    values = []
+
+    for i, cmd in enumerate(command):
+        if cmd.startswith("--") or cmd.startswith("-"):
+            if not (cmd.startswith("--provenance") or cmd.startswith("-p")):
+                flags.append((cmd, i))
+        elif re.compile(r'[/\\]').search(cmd): # Pattern for detecting paths
+            paths.append((cmd, i))
+        else:
+            if cmd in files_a:
+                values.append((files_a[cmd], i))
+            else:# still to verify if the value is a file among the objects
+                possible = False
+                value = None
+                for _, id in objects.items():
+                    if get_by_id(crate,id)["name"] == cmd:
+                        possible = True
+                        parsed_url = urlparse(id)
+                         # Remove the 'file://<id>' prefix
+                        value = id.replace(f"file://{parsed_url.netloc}", "")
+                        break
+                if possible:
+                    values.append((value, i))
+                else: # else it is considered a value
+                    values.append((cmd, i))
+
+    new_paths = []
+
+    for filepath in paths:
+        new_filepath = address_mapper_dpf(filepath[0], object_list, result_list, application_sources_hashmap, path)
+        new_paths.append((new_filepath, filepath[1]))
+
+    paths = new_paths
+
+    p1 = 0
+    p2 = 0
+
+    new_command = []
+
+    while p1 < len(paths) and p2 < len(values):
+        if paths[p1][1] < values[p2][1]:
+            new_command.append(paths[p1][0])
+            p1 += 1
+        else:
+            new_command.append(values[p2][0])
+            p2 += 1
+
+    while p1 < len(paths):
+        new_command.append(paths[p1][0])
+        p1 += 1
+
+    while p2 < len(values):
+        new_command.append(values[p2][0])
+        p2 += 1
+
+    if check_slurm_cluster()[0]:
+        new_command[0] = "enqueue_compss"
+    else:
+        new_command[0] = "runcompss"
+
+    return new_command
+
+def run_dpf(execution_path:str, crate_path: str) ->bool:
+    """
+    Run the workflow on the cluster in which the dataset paths are available
+
+    Args:
+        execution_path (str): the path to the execution directory
+        crate_path (str): the path to the root directory of the RO-Crate
+
+    Returns:
+        bool: True if the workflow was executed successfully, False otherwise
+    """
+    try:
+        global RESULT_PATH
+        RESULT_PATH = os.path.join(execution_path,"Result")
+        compss_submission_command_path = os.path.join(crate_path, "compss_submission_command_line.txt")
+
+        with open(compss_submission_command_path, 'r', encoding='utf-8') as file:
+            compss_submission_command = next(file).strip()
+
+        new_command = command_line_generator_dpf(compss_submission_command,crate_path)
+        # print("New command is:",new_command)
+        previous_flags = get_previous_flags(crate_path) # get the flags from the previous command
+        new_command = get_more_flags(new_command, previous_flags) # ask user for more flags he/she wants to add to the final compss command
+
+        new_command = get_change_values(new_command)
+
+        result = executor(new_command,execution_path)
+
+        return result
+    except Exception as e:
+        print_colored(e, TextColor.RED)
+        return False
+
+
diff --git a/compss/tools/reproducibility_service/file_operations.py b/compss/tools/reproducibility_service/file_operations.py
new file mode 100644
index 0000000000..c1e31f3d02
--- /dev/null
+++ b/compss/tools/reproducibility_service/file_operations.py
@@ -0,0 +1,157 @@
+"""
+RS File Operations Module
+
+This module provides functions for handling file operations such as removing temporary files,
+moving newly created files to a 'Result' folder, and copying files from specific directories
+to the current working directory.
+
+"""
+
+import os
+import shutil
+import datetime
+
+def move_results_created(initial_files, execution_path: str):
+    """
+    Removes temporary files and moves newly created files to a 'Result' folder.
+
+    Args:
+    initial_files (set): Set of initial files before operation.
+    temp (list): List of temporary files to be removed.
+
+    """
+    result_folder_path = os.path.join(execution_path, 'Result')
+    # Get the current list of files in the CWD and remove the clean-up files, that were copied for the execution
+    cwd = os.getcwd()
+    current_files = set(os.listdir(cwd))
+    # Determine the new files by comparing current files with initial files
+    new_files = current_files - initial_files
+
+    if new_files:
+        if not os.path.exists(result_folder_path):
+            os.makedirs(result_folder_path)
+        # Move the new files to the Result folder
+        for new_file in new_files:
+            if new_file.startswith("reproducibility_service_"): #cannot move the execution directory into itself
+                continue
+            if new_file == "__pycache__": # Do not consider the cache files
+                continue
+            src_path = os.path.join(cwd, new_file)
+            dest_path = os.path.join(result_folder_path, new_file)
+            shutil.move(src_path, dest_path)
+
+# def remote_dataset_mover(directory: str) -> set[str]:
+#     """
+#     Copies all files from the 'remote_dataset' folder in the current working directory
+#     to the current working directory.
+
+#     Args:
+#     directory (str): Path to the 'remote_dataset' directory.
+
+#     Returns:
+#     set: A set of names of the files and directories copied to the current working directory.
+#     """
+#     remote_dataset_folder = os.path.join(directory, "remote_dataset")
+#     return  copy_all_to_cwd(remote_dataset_folder)
+
+# def dataset_mover_and_application_mover(crate_directory) -> set[str]:
+#     """
+#     Copies all files from 'application_sources' and 'dataset' folders in the
+#     crate directory to the current working directory. Can tackle some cases of
+#     hard-coded paths in the application.
+
+#     Args:
+#     crate_directory (str): Path to the RO-Crate directory.
+
+#     Returns:
+#     set: A set of names of the files copied to the current working directory.
+#     """
+#     application_folder = os.path.join(crate_directory, "application_sources")
+#     dataset_folder = os.path.join(crate_directory, "dataset")
+#     input_files_copied = set()
+#     input1 = copy_all_files_to_cwd(application_folder)
+#     input2 = copy_all_files_to_cwd(dataset_folder)
+#     input_files_copied = input1.union(input2)
+
+#     return input_files_copied
+
+def copy_all_files_to_cwd(src_path) -> set[str]:
+    """
+    Copies all files from the specified source path to the current working directory.
+
+    Parameters:
+    src_path (str): The path to the source directory containing files to be copied.
+
+    Returns:
+    Set[str]: A set of names of the files copied to the current working directory.
+    """
+    if not os.path.isdir(src_path):
+        print(f"The provided path '{src_path}' is not a valid directory.")
+        return set()
+
+    cwd = os.getcwd()
+    copied_files = set()
+
+    for item in os.listdir(src_path):
+        src_item_path = os.path.join(src_path, item)
+        if os.path.isfile(src_item_path):
+            dst_item_path = os.path.join(cwd, item)
+            shutil.copy2(src_item_path, dst_item_path)
+            copied_files.add(os.path.relpath(dst_item_path, cwd))
+
+    return copied_files
+
+def copy_all_to_cwd(src_path) -> set[str]:
+    """
+    Copies all files and folders from the specified source path to the current working directory.
+
+    Parameters:
+    src_path (str): The path to the source directory containing files and folders to be copied.
+
+    Returns:
+    Set[str]: A set of names of the files and directories copied to the current working directory.
+    """
+    if not os.path.isdir(src_path):
+        print(f"The provided path '{src_path}' is not a valid directory.")
+        return set()
+
+    cwd = os.getcwd()
+    copied_items = set()
+
+    def copy_item(src_item_path, dst_item_path):
+        if os.path.isdir(src_item_path):
+            if not os.path.exists(dst_item_path):
+                os.makedirs(dst_item_path)
+            items = os.listdir(src_item_path)
+            for item in items:
+                copy_item(os.path.join(src_item_path, item), os.path.join(dst_item_path, item))
+        else:
+            shutil.copy2(src_item_path, dst_item_path)
+        copied_items.add(os.path.relpath(dst_item_path, cwd))
+
+    for item in os.listdir(src_path):
+        src_item_path = os.path.join(src_path, item)
+        dst_item_path = os.path.join(cwd, item)
+        copy_item(src_item_path, dst_item_path)
+
+    return copied_items
+
+# def cleanup(temp: set):
+#     cwd = os.getcwd()
+#     for filename in temp:
+#         file_path = os.path.join(cwd, filename)
+#         if os.path.isfile(file_path):
+#             os.unlink(file_path)
+#         elif os.path.isdir(file_path):
+#             shutil.rmtree(file_path)
+
+def create_new_execution_directory(SERVICE_PATH: str):
+    # Create a unique sub-directory name based on the current timestamp
+    timestamp = datetime.datetime.now().strftime('%Y%m%d_%H%M%S')
+    new_execution_dir = os.path.join(os.getcwd(), f'reproducibility_service_{timestamp}')
+    # Create the new sub-directory
+    os.makedirs(new_execution_dir)
+    # required directories for the service
+    os.makedirs(os.path.join(new_execution_dir, 'log'))
+    os.makedirs(os.path.join(new_execution_dir, 'Workflow'))
+    return new_execution_dir
\ No newline at end of file
diff --git a/compss/tools/reproducibility_service/file_verifier.py b/compss/tools/reproducibility_service/file_verifier.py
new file mode 100644
index 0000000000..fff69931ac
--- /dev/null
+++ b/compss/tools/reproducibility_service/file_verifier.py
@@ -0,0 +1,111 @@
+"""
+RS File Verification Module
+
+This module verifies files referenced in an RO-Crate against their metadata,
+ensuring their existence and optionally their size and modification date.
+
+"""
+
+import os
+
+from rocrate.rocrate import ROCrate
+from utils import get_by_id, print_colored, TextColor, generate_file_status_table
+
+def files_verifier(crate_path: str, instrument: str, objects: dict, remote_dataset_dict: dict):
+    """
+    Verify files within an RO-Crate against their metadata.
+
+    Args:
+        crate_path (str): Path to the root directory of the RO-Crate.
+        instrument (str): Identifier of the instrument file within the RO-Crate.
+        objects (list[str]): List of identifiers for objects/inputs within the RO-Crate.
+
+    Raises:
+        FileNotFoundError: If any referenced file in the RO-Crate does not exist in the directory.
+        ValueError:If the content size of any file does not match the recorded size in the RO-Crate.
+
+    Notes:
+        This function verifies the existence and size of files referenced in the RO-Crate
+        against the actual files in the specified directory. Optionally, it can also verify
+        modification dates, although this feature is currently commented out.
+    """
+    print_colored("Verifying the files in the crate", TextColor.YELLOW)
+    file_verifier = [] # tuple of (file_name, file_path, content_size, actual_size)
+    verified = True
+    size_verifier = True
+    # date_verifier = True
+    temp_size = []
+    temp_path = []
+    # temp_date = []
+    crate = ROCrate(crate_path)
+    instrument_path = os.path.join(crate_path, instrument)
+    instrument_tuple = (instrument, instrument_path, 1, 1)
+    # Verify the instrument file
+    if not os.path.exists(instrument_path):
+        verified = False
+        temp_path.append(instrument_path)
+        instrument_tuple = (instrument_tuple[0], instrument_tuple[1], 0, 0)
+
+    if not os.path.getsize(instrument_path) == get_by_id(crate, instrument)["contentSize"]:
+        size_verifier = False
+        temp_size.append(instrument_path)
+        instrument_tuple = (instrument_tuple[0], instrument_tuple[1], instrument_tuple[2], 1)
+
+    file_verifier.append(instrument_tuple)
+    #Verify the objects/inputs
+    crate = ROCrate(crate_path)
+
+    if not objects:
+        print_colored("No objects found in the crate, so nothing to verify", TextColor.GREEN)
+        return
+
+    for name,input in objects.items():
+        if not remote_dataset_dict and name[0] in remote_dataset_dict: # Do not verifiy the local objects if remote dataset exists
+            continue
+        # Skip the remote objects
+        if input.startswith("http"):
+            continue
+        file_path = os.path.join(crate_path, input)
+        file_tuple = (name[0], file_path, 1, 2)
+        if not os.path.exists(file_path):
+            verified = False
+            temp_path.append(file_path)
+            file_tuple = (name[0], file_path, 0, 0)
+            file_verifier.append(file_tuple)
+            continue
+        # else:
+        #     print(file_path+"\n"+"FILE EXISTS")
+        file_object = get_by_id(crate, input)
+        if "contentSize" in file_object:
+            content_size = file_object["contentSize"]
+            # Verify the above content size with the actual file size
+            # Get the actual file size
+            actual_size = os.path.getsize(file_path)
+
+            # Verify the content size with the actual file size
+            if actual_size != content_size:
+                # print(name[0]+"\n"+file_path+"\n"+"SIZE MISMATCH")
+                size_verifier = False
+                temp_size.append(os.path.join(crate_path, input))
+                file_tuple = (file_tuple[0], file_tuple[1], file_tuple[2], 0)
+            else:
+                file_tuple = (file_tuple[0], file_tuple[1], file_tuple[2], 1)
+                # print(os.path.join(crate_path, input)+"\n"+"SIZE VERIFIED")
+
+        file_verifier.append(file_tuple)
+
+    print_colored("STATUS TABLE (the crate includes the DATASETS needed by the workflow to run, data persistence was TRUE):", TextColor.YELLOW)
+
+    generate_file_status_table(file_verifier, "Included")
+
+    if not size_verifier:
+        if verified:
+            raise ValueError(f"Content size mismatch in files: {temp_size}")
+        else:
+            raise ValueError(f"Content size mismatch in files: {temp_size}\nFiles missing: {temp_path}")
+    if not verified:
+        raise FileNotFoundError(f"Files missing in directory: {temp_path}")
+
+    print_colored("All files in the crate have been verified successfully", TextColor.GREEN)
+
+
diff --git a/compss/tools/reproducibility_service/get_workflow.py b/compss/tools/reproducibility_service/get_workflow.py
new file mode 100644
index 0000000000..b1316bc172
--- /dev/null
+++ b/compss/tools/reproducibility_service/get_workflow.py
@@ -0,0 +1,146 @@
+"""
+Get Workflow Module
+
+Does different operations such as to get the workflow, get more flags,
+and change values in the final command
+
+"""
+import os
+import shutil
+import zipfile
+import urllib.parse
+
+from utils import print_colored,print_colored_ns, TextColor, executor, get_yes_or_no
+
+def get_workflow(execution_path: str, link_or_path: str) -> str:
+    """
+    Get the workflow from the path or link provided by the user.
+    If path it may need to extract it to the workflow directory.
+
+    Args:
+        execution_path (str): The path to the execution directory.
+        link_or_path (str): The link or path to the workflow.
+
+    Raises:
+        ValueError: It can occur if the file is not a valid zip file or the link is not a valid URL.
+    Returns:
+        str: The path to the workflow
+    """
+    workflow_path = os.path.join(execution_path, "Workflow")
+    workflow_source = None
+
+    if link_or_path.startswith("http"):
+        workflow_source = 'link'
+    else:
+        workflow_source = 'path'
+
+    if workflow_source == 'path':
+        print_colored("WARNING: Please ensure this is the path to a zip file or a directory", TextColor.YELLOW)
+        crate_path = os.path.abspath(link_or_path)
+
+        if zipfile.is_zipfile(crate_path):
+            shutil.copy(crate_path, os.path.join(workflow_path, "my_crate.zip"))
+        elif os.path.isdir(crate_path):
+            return crate_path
+        else:
+            raise ValueError(f"The file at path {crate_path} is not a valid")
+
+    elif workflow_source == 'link':
+        print_colored("WARNING: Please try using the wget command to ensure the link works before submitting the link here.", TextColor.YELLOW)
+        print_colored("Example: wget -O my_crate.zip https://example.com/my_crate.zip", TextColor.YELLOW)
+        crate_link = link_or_path
+        # print("The link to download the crate is:", crate_link)
+        if not urllib.parse.urlparse(crate_link).scheme in ['http', 'https']:
+            raise ValueError("The link provided is not a valid URL.")
+
+        executor(["wget", "-O", os.path.join(workflow_path, "my_crate.zip"), crate_link], execution_path)
+
+    else:
+        raise ValueError("Invalid input. Please enter 'path' or 'link'.")
+
+    crate_zip_path = os.path.join(workflow_path, "my_crate.zip")
+
+    try:
+        with zipfile.ZipFile(crate_zip_path, 'r') as zip_ref:
+            zip_ref.extractall(workflow_path)
+        print(f"The workflow has been successfully extracted to {workflow_path}")
+        return workflow_path # returns crate path
+    except zipfile.BadZipFile as e:
+        raise ValueError(f"The file {crate_zip_path} is not a valid zip file or it is corrupted.")
+    finally:
+        os.remove(crate_zip_path)
+
+def get_more_flags(command: list[str], previous_flags: list[str]) -> list[str]:
+    """
+    Get more flags from the user to add to the final command.
+
+    Args:
+        command (list[str]): current command
+        previous_flags (list[str]): old flags as reference
+
+    Returns:
+        list[str]: new command
+    """
+    print_colored("The current command is as follows:", TextColor.YELLOW)
+    print_colored(" ".join(command), TextColor.YELLOW)
+    previous_flags_str = " ".join(previous_flags)
+    print_colored(f"For Reference) The previously applied flags are as follows: {previous_flags_str}", TextColor.BLUE)
+    more = get_yes_or_no("Do you want to add more flags to the compss runtime command shown above")
+
+    if not more: # return if no more flags are needed
+        return command
+
+    print_colored("WARNING: Submit the flags in one go. Example) Please enter the flags you want to add: --lang=python -d -p",TextColor.RED)
+    flag = input("Please enter the flags you want to add: ")
+    flags: list[str] = flag.split(" ")
+    for f in flags:
+        command.insert(1, f)
+
+    return command
+
+def get_change_values(command : list[str]) -> list[str]:
+    """
+    Change the values of the final command based on the user input.
+
+    Args:
+        command (list[str]): The current command
+
+    Raises:
+        ValueError: If the user enters an invalid integer.
+
+    Returns:
+        list[str]: The new command
+    """
+    print_colored("The current command is as follows:", TextColor.YELLOW)
+    print_colored_ns(" ".join(command), TextColor.YELLOW)
+    if not get_yes_or_no("Do you want to change anything from the above command?"):
+        return command
+    else:
+        n = len(command)
+        print_colored("The current command indexed is as follows:", TextColor.YELLOW)
+        for i in range(n):
+            print_colored_ns(f"{i+1}. {command[i]}", TextColor.YELLOW)
+        satisfied = True
+        while satisfied:
+            try:
+                m = int(input("How many values do you want to change? Enter the number: "))
+            except ValueError:
+                print("Invalid input. Please enter a valid integer.")
+                return command
+
+            for i in range(m):
+                try:
+                    index = int(input(f"Enter the index of the value you want to change (1-{len(command)}): "))
+                    if index < 1 or index > len(command):
+                        raise ValueError
+                except ValueError:
+                    print("Invalid input. Please enter a valid integer between 1 and the number of values.")
+                    return command
+
+                command[index-1] = input(f"Enter the new value for index {index}: ").strip()
+
+            for i in range(n):
+                print_colored_ns(f"{i+1}. {command[i]}", TextColor.YELLOW)
+            print_colored("Are you happy with the changes above?", TextColor.YELLOW)
+            satisfied = not get_yes_or_no("")
+        return command
\ No newline at end of file
diff --git a/compss/tools/reproducibility_service/new_dataset_backend.py b/compss/tools/reproducibility_service/new_dataset_backend.py
new file mode 100644
index 0000000000..10b4c83770
--- /dev/null
+++ b/compss/tools/reproducibility_service/new_dataset_backend.py
@@ -0,0 +1,50 @@
+"""
+New Dataset Backend
+
+This module asks the user if they want to add the new_dataset and gives the
+directory structure of the old dataset as reference.
+"""
+import os
+from utils import print_colored, TextColor, get_yes_or_no
+
+def print_directory_contents(path:str, level=0):
+    """
+    Print the contents of a directory with indentation.
+    To show the directory structure in a tree-like format
+
+    Args:
+        path (str): path to the directory
+        level (int, optional): Defaults to 0.
+    """
+    try:
+        # List all the entries in the directory
+        for entry in os.listdir(path):
+            entry_path = os.path.join(path, entry)
+            # Print the entry (file or directory) with indentation
+            print(' ' * level * 4 + entry)
+            # If the entry is a directory, recursively call the function for the sub-directory
+            if os.path.isdir(entry_path):
+                print_directory_contents(entry_path, level + 1)
+    except PermissionError:
+        # Handle the case where the program does not have permission to access the directory
+        print(' ' * level * 4 + '[Permission Denied]')
+
+
+def new_dataset_info_collector(crate_directory:str):
+    """
+    Collect information about the new dataset.
+    Whether the user wants to add a new dataset or not.
+
+    Args:
+        crate_directory (str): the path to the root directory of the RO-Crate.
+    """
+    new_dataset_path = os.path.join(crate_directory, "new_dataset")
+    os.makedirs(new_dataset_path)
+    print("\nPlease copy the new dataset to the 'new_dataset' folder :\n")
+    print_colored("New dataset path: " + new_dataset_path, TextColor.BLUE)
+    print_colored("WARNING| MAKE SURE THE NEW DATASET FOLLOWS THE SAME DIRECTORY STRUCTURE AS THE OLD DATASET", TextColor.RED)
+    print("The old directory structure for reference is as follows:\n")
+    print_directory_contents(os.path.join(crate_directory, "dataset"))
+    check = False
+    while not check:
+        check = get_yes_or_no("Have you copied the new dataset to the 'new_dataset' folder?")
diff --git a/compss/tools/reproducibility_service/provenance_backend.py b/compss/tools/reproducibility_service/provenance_backend.py
new file mode 100644
index 0000000000..dc9bf9b2e0
--- /dev/null
+++ b/compss/tools/reproducibility_service/provenance_backend.py
@@ -0,0 +1,102 @@
+"""
+RS provenance flag logic Module
+
+This module gets used in case the user triggers the provenance flag. It does the necessary
+steps to generate the provenence for COMPSs Runtime
+
+"""
+import os
+import time
+
+from rocrate.rocrate import ROCrate
+from ruamel.yaml import YAML
+from utils import get_instument, get_yes_or_no, get_name_and_description, get_ro_crate_info, print_colored, TextColor
+
+def update_yaml(crate_path: str):
+    """
+    Update the 'ro-crate-info.yaml' file with workflow metadata.
+
+    Args:
+        crate_path (str): Path to the root directory of the RO-Crate.
+
+    Raises:
+        FileNotFoundError: If the specified files or directories do not exist.
+
+    Notes:
+        This function updates the 'ro-crate-info.yaml' file with metadata such as sources,
+        main file, name, and description retrieved from the RO-Crate.
+    """
+    crate = ROCrate(crate_path)
+    instrument = get_instument(crate)
+    sources_main_file = os.path.join(crate_path, instrument)
+    sources = os.path.join(crate_path, "application_sources")
+    name, description, authors = get_name_and_description(crate_path)
+    # Create a YAML instance
+    yaml = YAML()
+    yaml.preserve_quotes = True
+    yaml_file_path = os.path.join(os.getcwd(), "ro-crate-info.yaml")
+    # Read the YAML content from the file
+    with open(yaml_file_path, 'r', encoding='utf-8') as file:
+        data = yaml.load(file)
+
+    # Update the name and description fields
+    # Update the fields in the loaded YAML content
+    data['COMPSs Workflow Information']['sources'] = sources
+    data['COMPSs Workflow Information']['sources_main_file'] = sources_main_file
+    data['COMPSs Workflow Information']['name'] = name
+    data['COMPSs Workflow Information']['description'] = description
+    data['Authors'] = authors
+
+    # Ask for submitter details
+    print_colored("Please provide the submitter's detail for provenance generation: ", TextColor.YELLOW)
+    submitter_details = data['Submitter']
+    submitter_details['name'] = input("Submitter's Name [Name]: ").strip() or "Name"
+    submitter_details['e-mail'] = input("Submitter's E-mail [submitter@email.com]: ").strip() or "submitter@email.com"
+    submitter_details['orcid'] = input("Submitter's ORCID [https://orcid.org/XXXX-XXXX-XXXX-XXXX]: ").strip() or "https://orcid.org/XXXX-XXXX-XXXX-XXXX"
+    submitter_details['organisation_name'] = input("Submitter's Organisation Name [Submitter Institution name]: ").strip() or "Submitter Institution name"
+    submitter_details['ror'] = input("Submitter's ROR [https://ror.org/XXXXXXXXX]: ").strip() or "https://ror.org/XXXXXXXXX"
+
+    # Write the updated dictionary back to the YAML file
+    with open(yaml_file_path, 'w', encoding='utf-8') as file:
+        yaml.dump(data, file)
+
+    print("Updated the ro-crate-info.yaml file with the workflow information.")
+
+def provenance_info_collector(execution_path:str, service_path: str) -> bool:
+    """
+    Collect provenance information for the workflow based on user input.
+
+    Returns:
+        bool: True if provenance collection is enabled; False otherwise.
+
+    Notes:
+        This function prompts the user to confirm if they want to collect provenance information.
+        If confirmed, it checks for the existence of 'ro-crate-info.yaml' file and prompts the user
+        to ensure it is filled correctly. If not found or verified, it invokes 'get_ro_crate_info'
+        to generate the file. It returns True if provenance collection is enabled, False otherwise.
+    """
+    provenance_flag = get_yes_or_no("Do you want to generate the provenance of your workflow run?")
+    # print("Provenance_flag:",provenance_flag)
+    if provenance_flag:
+        files = os.listdir(os.getcwd())
+        already_exists = "ro-crate-info.yaml" in files
+        if not already_exists:
+            get_ro_crate_info(execution_path, service_path)
+
+    return provenance_flag
+
+def provenance_checker(execution_path: str) :
+    # for file in os.listdir(os.getcwd()):
+    #     if file == "ro-crate-info.yaml":
+    #         os.unlink(os.path.join(os.getcwd(), file))
+    #         break
+    result_path = os.path.join(execution_path, 'Result')
+    if not os.path.exists(result_path):
+        contains_crate = False
+    else:
+        contains_crate = any(name.startswith('COMPSs_RO-Crate_') for name in os.listdir(result_path) if os.path.isdir(os.path.join(result_path, name)))
+
+    if contains_crate:
+        print_colored(f"RO_CRATE has been generated successfully inside {result_path}", TextColor.GREEN)
+    else:
+        print_colored("Could not generate the RO_CRATE for provenance, please see the above provenance log for more details", TextColor.RED)
diff --git a/compss/tools/reproducibility_service/pseudocode.txt b/compss/tools/reproducibility_service/pseudocode.txt
new file mode 100644
index 0000000000..51925ed33a
--- /dev/null
+++ b/compss/tools/reproducibility_service/pseudocode.txt
@@ -0,0 +1,54 @@
+"""
+Just a pseudocode to show the main steps of the workflow. This is not a real code, and it is not intended to be executed.
+"""
+# Getting the crate
+link = ask_user_for_ro-crate_link:
+if link.startswith('http'):
+    download_and_unzip in Workflow/
+    crate_path = Workflow/
+elif zipfile.is_zipfile(link):
+    unzip in Workflow/
+    crate_path = Workflow/
+elif os.path.isdir(link):
+    check_that_exists(ro-crate-metadata.json, application_sources/, compss_submission_command_line.txt, any_name.yaml)  # os.path.isdir and isfile
+    crate_path = link  # Use the original crate folder, without modifying it
+else:
+    report_error_wrong_crate
+
+
+# Preparing files and verifiying
+if data_persistence:
+    check_that_exists(dataset/)  # os.path.isdir
+	verified = verify_all_object_files_from_ro-crate with dataset/
+    # If the crate was already a dir in the local machine, not only contentSize, but also dateModified can be verified. Rest of cases, only contentSize.
+	if not verified:  # Check if any files still not verified can be found in the remote datasets. This code could go inside verify_all_object_files_from_ro-crate
+		if remote_files_exist:
+			download_files to remote_datasets/
+			verified = verify_missing_files with remote_dataset/
+    if not verified:
+        error_report_files_missing_or_wrong
+
+if not data_persistence:
+    print CreateAction["name"]  # Show the user, where the original run was made
+    verified = verify_all_object_files_from_ro-crate with their_original_paths  # Check if they can be accessed, exist, and have the same contentSize and dateModified
+    if not verified:
+        repeat_remote_files_steps_from above  # download and verify missing files
+    if not verified:
+        error_report_files_missing_or_wrong
+
+
+# Resubmission
+if verified:
+    match = check_compss_version  # compare installed COMPSs version with the one used in the ro-crate-metadata.json
+    if not match:
+        print_warning to the user
+
+    build_new_command  # but leaving outputs in Results/ NOT overwriting the original or downloaded crate
+    print_used_flags_for_the_run
+    if flags_must_be_changed:
+        ask_the_user_for_the_new_flags
+    resubmit_application  # Use runcompss if no SLURM is detected (can be tested running 'squeue'), enqueue_compss if SLURM is detecte
+
+
+# Possible final step for the future
+check_all_result_files_from_ro-crate  # diff files at CreateAction["result"] to the new results created by the application
\ No newline at end of file
diff --git a/compss/tools/reproducibility_service/remote_dataset.py b/compss/tools/reproducibility_service/remote_dataset.py
new file mode 100644
index 0000000000..b1256a989d
--- /dev/null
+++ b/compss/tools/reproducibility_service/remote_dataset.py
@@ -0,0 +1,55 @@
+"""_
+Remote Dataset Module
+
+This module is used to download the remote datasets mentioned in the metadata file
+and verify their size.
+"""
+import os
+import sys
+
+from rocrate.rocrate import ROCrate
+from utils import download_file, get_Create_Action, print_colored, TextColor, get_by_id
+
+
+def remote_dataset(crate: ROCrate,crate_directory: str) -> bool:
+    """
+    Download the remote datasets mentioned in the metadata file and verify their size.
+    Args:
+        crate (ROCrate): ROCrate object.
+        crate_directory (str): the path to the root directory of the RO-Crate.
+
+    Returns:
+        bool: True if the remote datasets exist, False otherwise.
+    """
+
+    create_action = get_Create_Action(crate)
+    remote_datasets= {}
+    if "object" in  create_action:
+        temp = create_action["object"]
+    else:
+        return (False, {})
+
+    for input in temp: # get the remote_datasets mapped with their names
+        if (input.id).startswith("http"):
+            remote_datasets[input["name"]] = input.id
+
+    for key,val in remote_datasets.items(): # download the remote datasets with the specified names
+        try:
+            print_colored(f"Please wait while remote file {key} is being downloaded from {val} ...", TextColor.YELLOW)
+            download_file(val, os.path.join(crate_directory,"remote_dataset")
+                          ,key)
+
+            if "contentSize" in get_by_id(crate,val):
+                if get_by_id(crate,val)["contentSize"] == os.path.getsize(os.path.join(crate_directory,"remote_dataset",key)):
+                    print_colored(f"Remote file {key} has been successfully downloaded with size verified.", TextColor.GREEN)
+            else:
+                print_colored(f"Remote file {key} has been successfully downloaded.Could not verify size as it is not mentioned in the metadata", TextColor.GREEN)
+
+        except ValueError:
+            print(f"Remote dataset {key} could not be downloaded.")
+            sys.exit(1)
+
+    if len(remote_datasets) == 0:
+        return (False, {})
+
+    return (True, remote_datasets)
diff --git a/compss/tools/reproducibility_service/reproducibility_methods/__init__.py b/compss/tools/reproducibility_service/reproducibility_methods/__init__.py
new file mode 100644
index 0000000000..132643492b
--- /dev/null
+++ b/compss/tools/reproducibility_service/reproducibility_methods/__init__.py
@@ -0,0 +1 @@
+from .generate_command_line import generate_command_line
diff --git a/compss/tools/reproducibility_service/reproducibility_methods/address_mapper.py b/compss/tools/reproducibility_service/reproducibility_methods/address_mapper.py
new file mode 100644
index 0000000000..43ccefe675
--- /dev/null
+++ b/compss/tools/reproducibility_service/reproducibility_methods/address_mapper.py
@@ -0,0 +1,147 @@
+"""
+Address Mapper Module
+
+This module provides functionality to map and convert addresses of datasets
+within a given directory structure. It includes the following functions:
+
+# Problems:
+# IF THE DIRECTORY IS TAKEN IN THE FORM OF DATA/INPUT INSTED OF DATA/INPUT/
+# THEN IT WILL NOT BE ABLE TO FIND THE DIRECTORY
+# DO NOT INCLUDE DOUBLE SLASHES IN THE PATHS LIKE INPUT//TEXT.TXT IT WILL NOT FIND IT
+"""
+
+import os
+
+# TO-DO:
+# change address converter backend such that if a file/directory matches with
+# any result object then mak a new folder with same name if directory inside the Results/ and map it there
+# else it is assumed to be a application source or a dataset file/dir
+def address_converter_backend(path: str, addr: str, dataset_hashmap: dict) -> str:
+    """
+    Converts the given address to a mapped address inside the RO_Crate
+    based on the dataset hashmap.
+
+    Args:
+        path (str): The base path of the dataset.
+        addr (str): The address to be converted.
+        dataset_hashmap (dict): A dictionary containing the mapping of dataset addresses.
+
+    Returns:
+        str: The mapped address corresponding to the given address.
+
+    Raises:
+        FileNotFoundError: If the mapped address for the given address is not found.
+    """
+    filename = None
+    mapped_addr = None
+
+    if addr.startswith("./"):
+        addr = addr[1:]
+
+    if not addr.startswith("/"):
+        addr = "/" + addr
+
+    # Check if the address is a file or a directory and split it accordingly
+    if addr.endswith("/"):
+        addr_list = addr.split("/")
+    else:
+        addr_list = addr.split("/")
+        filename = addr_list.pop()
+
+    for i in range(1, len(addr_list)):
+        if addr_list[i] in dataset_hashmap:
+            temp_addr = os.path.join(path, addr_list[i])
+            for j in range(i + 1, len(addr_list)):
+                temp_addr = os.path.join(temp_addr, addr_list[j])
+
+            if os.path.exists(temp_addr):
+                mapped_addr = temp_addr
+                break
+
+    # If the address is a file, append the filename and check if exists
+    if filename:
+        if not mapped_addr:
+            mapped_addr = path
+        mapped_addr = os.path.join(mapped_addr, filename)
+        if not os.path.exists(mapped_addr):
+            raise FileNotFoundError(f"Could not find the mapped address for: {addr}")
+
+    # Could not find such directory or file
+    if not mapped_addr:
+        raise FileNotFoundError(f"Could not find the mapped address for: {addr}")
+
+    return mapped_addr
+
+def address_converter(path: str, addr: str, dataset_hashmap: dict,
+                      application_sources_hashmap: dict,remote_dataset_hashmap:dict, dataset_flags: tuple[bool, bool]) -> str:
+    """
+    Attempts to convert the given address first using the dataset hashmap and
+    then using the application sources hashmap. Raises a `FileNotFoundError` if
+    the address  cannot be mapped in either case.
+
+    Args:
+        path (str): Path to the RO_Crate directory.
+        addr (str): Address to be converted.
+        dataset_hashmap (dict): Hashmap generated from addr_extractor.
+        application_sources_hashmap (dict): Hashmap generated from addr_extractor.
+        remote_dataset_hashmap (dict): Hashmap generated from addr_extractor.
+        dataset_flags (tuple[bool, bool]): (remote_dataset_flag, new_dataset_flag)
+
+    Raises:
+        FileNotFoundError: Cannot find the address inside the RO_Crate.
+
+    Returns:
+        str: The mapped address.
+    """
+    errors = []
+
+    if dataset_flags[1]:
+        dataset_path = os.path.join(path, "new_dataset")
+    else:
+        dataset_path = os.path.join(path, "dataset")
+    application_sources_path = os.path.join(path, "application_sources")
+
+     # Define the paths to try for address conversion
+    paths_to_try = [
+        (dataset_path, dataset_hashmap, "Dataset Error"),
+        (application_sources_path, application_sources_hashmap, "Application Sources Error")
+    ]
+
+    if dataset_flags[0]:
+        paths_to_try.insert(0,(os.path.join(path, "remote_dataset"), remote_dataset_hashmap, "Remote Dataset Error"))
+
+    for path, hashmap, error_context in paths_to_try: # try all the paths one by one and return where
+        try:                                           # file is found,if not found append the error to the list
+            return address_converter_backend(path, addr, hashmap)
+        except FileNotFoundError as e:
+            errors.append((error_context, e))
+
+    handle_address_conversion_failure(addr, errors)
+def addr_extractor(path: str) -> dict:
+    """
+    Extracts the addresses of datasets in the given path. For this particular case,
+    it is used to extract the mapping of filenames in the crate/dataset and
+    crate/application_sources directories.
+
+    Args:
+        path (str): The path to the directory containing the datasets.
+
+    Returns:
+        dict: A dictionary mapping dataset filenames to a value of 1.
+    """
+    if not os.path.exists(path):
+        os.makedirs(path)
+    hash_map = {}
+    for filename in os.listdir(path):
+        hash_map[filename] = 1
+
+    return hash_map
+
+def handle_address_conversion_failure(addr:str, errors: list):
+    """
+    Used for raising a `FileNotFoundError` when the address conversion fails.
+    """
+    error_messages = "\n".join(f"{context}: {err}" for context, err in errors)
+    raise FileNotFoundError(
+        f"Could not find the mapped address for: {addr}\n{error_messages}"
+    ) from errors[-1][1]
\ No newline at end of file
diff --git a/compss/tools/reproducibility_service/reproducibility_methods/generate_command_line.py b/compss/tools/reproducibility_service/reproducibility_methods/generate_command_line.py
new file mode 100644
index 0000000000..0ea41b1e88
--- /dev/null
+++ b/compss/tools/reproducibility_service/reproducibility_methods/generate_command_line.py
@@ -0,0 +1,185 @@
+"""
+Command Line Generator Module
+
+This module provides functions to generate and modify command line arguments,
+particularly handling paths for datasets and application sources.
+
+Problems:
+Anything with r'/' ot r'\' is considered a path, but it could be a flag or a value
+Plus if the command is " runcompss main.py " it will not convert the path for main.py
+so it must be declared as " runcompss /main.py "
+"""
+
+import os
+import shlex
+import re
+
+from rocrate.rocrate import ROCrate
+from .address_mapper import address_converter, addr_extractor
+from .utilsr import get_file_names, get_results_dict, check_slurm_cluster
+
+def generate_command_line(self, sub_directory_path:str) -> list[str]:
+    """
+    Generates a modified command line based on the contents of a compss_submission_command_line.txt
+    file and the mappings of dataset and application sources in the crate directory.
+
+    Args:
+    crate_directory (str): Path to the crate directory containing dataset and application sources.
+
+    Returns:
+    list[str]: Modified command line arguments.
+    """
+    # print('\nParsing metadata from: ', self.crate_directory)
+    path = self.crate_directory
+    dataset_flags = (self.remote_dataset_flag, self.new_dataset_flag)
+
+    remote_dataset_hashmap = {}
+    if self.remote_dataset_flag:
+        remote_dataset_hashmap = addr_extractor(os.path.join(path, "remote_dataset"))
+
+    if not self.new_dataset_flag:
+        dataset_hashmap = addr_extractor(os.path.join(path, "dataset"))
+    else:
+        dataset_hashmap = addr_extractor(os.path.join(path, "new_dataset"))
+
+    application_sources_hashmap = addr_extractor(os.path.join(path, "application_sources"))
+
+    compss_submission_command_path = os.path.join(path, "compss_submission_command_line.txt")
+
+    with open(compss_submission_command_path, 'r', encoding='utf-8') as file:
+        compss_submission_command = next(file).strip()
+
+    new_command = command_line_generator(compss_submission_command, path,
+                                     dataset_hashmap, application_sources_hashmap,remote_dataset_hashmap,dataset_flags,self.remote_dataset_flag, sub_directory_path)
+
+    return new_command
+
+def commonsuffix(path1:str,path2:str):
+    paths = [path1, path2]
+    # Reverse the strings in the list to use os.path.commonprefix on the reversed strings
+    reversed_paths = [os.path.dirname(path)[::-1] for path in paths]  # This removes the ending '/' from the directories
+    # Find the common prefix of the reversed strings
+    reversed_common_prefix = os.path.commonprefix(reversed_paths)
+    # Reverse the common prefix back to get the common suffix
+    path1 = path1.split("/")
+    is_possible = reversed_common_prefix[::-1] in path1 # check if the commaon dir
+    if is_possible:
+        return os.path.basename(reversed_common_prefix[::-1])
+    else:
+        return None
+
+def is_result(filepath:str,results_dict:dict, sub_directory_path:str)->str:
+
+    result_path = os.path.join(sub_directory_path, "Result")
+    if not os.path.exists(result_path):
+        os.mkdir(result_path)
+    if os.path.basename(filepath): #if the path is a file
+        if os.path.basename(filepath) in results_dict: #if it is a result
+            return os.path.join(result_path,os.path.basename(filepath))
+    else: # if path is a directory
+        for _, id in results_dict.items():
+            is_possible_result = commonsuffix(filepath, id)
+            if is_possible_result:
+                # print("Result is possible for ", filepath, id)
+                # print(f"Commonsuffix: {is_possible_result}")
+                is_possible_result += '/'
+                if not os.path.exists(os.path.join(result_path, is_possible_result)):
+                    os.mkdir(os.path.join(result_path, is_possible_result))
+                return os.path.join(result_path, is_possible_result)
+
+    return None # if it is not a result
+
+def command_line_generator(command: str, path: str, dataset_hashmap: dict,
+                           application_sources_hashmap: dict, remote_dataset_hashmap: dict, dataset_flags: tuple[bool,bool],remote_dataset_flag:bool, sub_directory_path:str) -> list[str]:
+    """
+    Generates a modified command line by replacing paths in the command with their
+    mapped counterparts based on the dataset and application sources mappings.
+    Acts as the main logic behind generate_command_line.
+
+    Args:
+        command (str): Original command line string.
+        path (str): Path to the RO_Crate directory.
+        dataset_hashmap (dict): Hashmap generated from addr_extractor.
+        application_sources_hashmap (dict): Hashmap generated from addr_extractor.
+
+    Returns:
+        list[str]: Modified command line arguments with mapped paths.
+    """
+    command = shlex.split(command)
+    flags = []
+    paths = []
+    values = []
+    # print(1)
+    # print(path)
+    files_a = get_file_names(os.path.join(path, "application_sources"))
+    files_d = get_file_names(os.path.join(path, "dataset"))
+    files_r  = get_file_names(os.path.join(path, "remote_dataset"))
+
+    crate = ROCrate(path)
+    results_dict = get_results_dict(crate)
+
+    for i, cmd in enumerate(command):
+        if cmd.startswith("--") or cmd.startswith("-"):
+            if not (cmd.startswith("--provenance") or cmd.startswith("-p")):
+                flags.append((cmd, i))
+        elif re.compile(r'[/\\]').search(cmd): # Pattern for detecting paths
+            paths.append((cmd, i))
+        else:
+            if results_dict and cmd in results_dict:
+                result_path = os.path.join(sub_directory_path, "Result")
+                if not os.path.exists(result_path):
+                    os.mkdir(result_path)
+                values.append((os.path.join(result_path, cmd), i))
+            elif remote_dataset_flag and cmd in files_r:
+                values.append((files_r[cmd], i))
+            elif cmd in files_a:
+                values.append((files_a[cmd], i))
+            elif cmd in files_d:
+                values.append((files_d[cmd], i))
+            else:
+                values.append((cmd, i))
+
+    new_paths = []
+
+    for filepath in paths:
+        pathr = is_result(filepath[0], results_dict, sub_directory_path)
+
+        if pathr: # if it is a result then it is specially mapped inside Result/ in the sub-dir
+            new_paths.append((pathr, filepath[1]))
+
+        else: # it is treated as a normal path inside application_sources or dataset
+            new_filepath = address_converter(path, filepath[0], dataset_hashmap,
+                                    application_sources_hashmap, remote_dataset_hashmap, dataset_flags)
+            new_paths.append((new_filepath, filepath[1]))
+
+
+    paths = new_paths
+
+    p1 = 0
+    p2 = 0
+
+    new_command = []
+    # for this to work paths and value must be sorted by index
+    values = sorted(values, key=lambda x: x[1]) # needed to add this because of appending result paths at the end
+    while p1 < len(paths) and p2 < len(values):
+        if paths[p1][1] < values[p2][1]:
+            new_command.append(paths[p1][0])
+            p1 += 1
+        else:
+            new_command.append(values[p2][0])
+            p2 += 1
+
+    while p1 < len(paths):
+        new_command.append(paths[p1][0])
+        p1 += 1
+
+    while p2 < len(values):
+        new_command.append(values[p2][0])
+        p2 += 1
+
+    if check_slurm_cluster()[0]:
+        new_command[0] = "enqueue_compss"
+    else:
+        new_command[0] = "runcompss"
+
+    return new_command
\ No newline at end of file
diff --git a/compss/tools/reproducibility_service/reproducibility_methods/utilsr.py b/compss/tools/reproducibility_service/reproducibility_methods/utilsr.py
new file mode 100644
index 0000000000..c19aa4664e
--- /dev/null
+++ b/compss/tools/reproducibility_service/reproducibility_methods/utilsr.py
@@ -0,0 +1,58 @@
+"""
+Utils Module for reproducibility_methods module
+
+"""
+import os
+import subprocess
+
+from rocrate.rocrate import ROCrate
+
+def get_file_names(folder_path: str) -> dict:
+    """
+    Get the file names in the folder path
+    """
+    file_names = {}
+    for root,_,files in os.walk(folder_path):
+        for file in files:
+            file_names[file] = os.path.join(root, file)
+    return file_names
+
+
+def get_Create_Action(entity:ROCrate):
+    """
+    Get the Create Action entity from the ROCrate
+    """
+    for entity in entity.get_entities():
+        if entity.type == "CreateAction":
+            return entity
+    return None
+
+def get_results_dict(entity:ROCrate):
+    """
+    Get the results dictionary from the Create Action entity
+    """
+    createAction = get_Create_Action(entity)
+    results= {}
+    if "result" in createAction: # It is not necessary to have inputs/objects in Create Action
+        temp = createAction["result"]
+    else:
+        return None
+
+    for result in temp:
+        results[result["name"]] = result.id
+    return results
+
+def check_slurm_cluster() -> tuple[bool, str]:
+    """
+    To check if the program is running on a SLURM cluster.
+
+    Returns:
+        tuple[bool, str]: tuple of a boolean indicating if the program
+            is running on a SLURM cluster and a message.
+    """
+    try:
+        result = subprocess.run(['squeue'], capture_output=True, text=True)
+        if result.returncode == 0:
+            return True, result.stdout
+    except Exception as e:
+        return False, str(e)
diff --git a/compss/tools/reproducibility_service/utils.py b/compss/tools/reproducibility_service/utils.py
new file mode 100644
index 0000000000..f9d0b42b92
--- /dev/null
+++ b/compss/tools/reproducibility_service/utils.py
@@ -0,0 +1,539 @@
+"""
+Utils Module
+
+It contains utility functions that are used in the main script or other modules.
+"""
+import os
+import yaml
+import shutil
+import subprocess
+import threading
+import time
+import urllib.request
+import zipfile
+
+from ruamel.yaml import YAML
+from rocrate.rocrate import ROCrate
+from tabulate import tabulate
+
+
+class TextColor:
+    RED = '\033[91m'
+    GREEN = '\033[92m'
+    YELLOW = '\033[93m'
+    BLUE = '\033[94m'
+    RESET = '\033[0m'
+
+def print_colored(text, color):
+    """
+    To print colored text in the console.
+    Args:
+        text (str):  The text to be printed.
+        color (str):  The color to be used for printing the text.
+    """
+    print(f"\n{color}{text}{TextColor.RESET}\n")
+
+def print_colored_ns(text, color):
+    """
+    To print colored text in the console without new line.
+    Args:
+        text (str):  The text to be printed.
+        color (str):  The color to be used for printing the text.
+    """
+    print(f"{color}{text}{TextColor.RESET}")
+
+def print_welcome_message():
+    """
+    To print the welcome message in the console.
+    """
+    welcome_text = """
+    ╔════════════════════════════════════════════════════╗
+    ║                                                    ║
+    ║          Welcome to COMPSS Reproducibility         ║
+    ║                 Service v1.0.0                     ║
+    ║                                                    ║
+    ║                COMPSS Version: 3.3.1               ║
+    ║                                                    ║
+    ║   Ensuring reproducibility in computational        ║
+    ║   workflows with precision and reliability.        ║
+    ║                                                    ║
+    ║   Let's make your computations reproducible!       ║
+    ║                                                    ║
+    ╚════════════════════════════════════════════════════╝
+    """
+    print_colored(welcome_text, TextColor.GREEN) # sleep for 1s for the user to see this
+    time.sleep(1)
+
+def get_by_id(entity:ROCrate, id:str):
+    """
+    To parse the ROCrate and get the entity with the specified ID.
+    Args:
+        entity (ROCrate): The ROCrate object.
+        id (str): The ID of the entity to be retrieved.
+
+    Returns:
+        _type_: None if not found else the entity with the specified ID.
+    """
+    # Loop through all entities in the RO-Crate
+    for entity in entity.get_entities():
+        if entity.id == id:
+            return entity
+    return None
+
+def get_Create_Action(crate:ROCrate):
+    """
+    To get the CreateAction entity from the ROCrate.
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        _type_: None if not found else the CreateAction entity.
+    """
+    # Loop through all entities in the RO-Crate
+    for entity in crate.get_entities():
+        if entity.type == "CreateAction":
+            return entity
+    return None
+
+def get_instument(entity:ROCrate):
+    """
+    To get the instrument ID from the CreateAction entity.
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        _type_: The ID of the instrument.
+    """
+    createAction = get_Create_Action(entity)
+    return createAction["instrument"].id
+
+def get_objects(entity:ROCrate) -> list[str]:
+    """
+    To get the objects from the CreateAction entity.
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        _type_: A list of object IDs.
+    """
+    createAction = get_Create_Action(entity)
+    objects = []
+    if "object" in createAction:
+        # It is not necessary to have inputs/objects in Create Action
+        temp = createAction["object"]
+    else:
+        return objects  # Empty
+
+    for val in temp:
+        if "hasPart" in val:
+            for has in val["hasPart"]:
+                objects.append(has.id)
+        else:
+            objects.append(val.id)
+    return objects
+
+def get_results_dict(entity:ROCrate)->dict:
+    """
+    To get the results from the CreateAction entity.
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        _type_: A dictionary mapped from the result name to the result ID.
+    """
+    createAction = get_Create_Action(entity)
+    results= {}
+    if "result" in createAction:
+        # It is not necessary to have inputs/objects in Create Action
+        temp = createAction["result"]
+    else:
+        return results  # Empty
+
+    for result in temp:
+        results[result["name"]] = result.id
+    return results
+
+
+def get_objects_dict(entity:ROCrate)->dict:
+    """
+    To get the objects from the CreateAction entity.
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        dict:A dict of (name,id) -> id , so that it does'nt collide with the same name
+    """
+    createAction = get_Create_Action(entity)
+    objects= {}
+    if "object" in createAction:
+        # It is not necessary to have inputs/objects in Create Action
+        temp = createAction["object"]
+    else:
+        return objects  # Empty
+
+    for input in temp:
+        if "hasPart" in input:
+            # if hasPart exists, it means it is a composite object
+            for has in input["hasPart"]:
+                objects[(has["name"],has.id)] = has.id
+        else:
+            objects[(input["name"],input.id)] = input.id
+            # else it is just a single object
+    return objects
+
+def get_create_action_name(entity: ROCrate) -> str:
+    """
+    Gets the COMPSs execution details in CreateAction["name"].
+    Args:
+        entity (ROCrate): The ROCrate object.
+
+    Returns:
+        str: The CreateAction["name"].
+    """
+    createAction = get_Create_Action(entity)
+    return createAction["name"]
+
+
+def key_exists_with_first_element(d, first_element):
+    return any(key[0] == first_element for key in d)
+
+def get_file_names(folder_path: str) -> dict:
+    """
+        To get the file names from the specified folder path.
+    Args:
+        folder_path (str): path to the folder.
+
+    Returns:
+        dict: dictionary of file names and their full paths.
+    """
+    file_names = {}
+    for root, dirs, files in os.walk(folder_path):
+        for file in files:
+            file_names[file] = os.path.join(root, file)
+    return file_names
+
+def get_compss_crate_version(crate_path: str) ->  str:
+    """
+    Gets the COMPSs version used to create the ROCrate.
+    Args:
+        crate_path (str): The path to the ROCrate.
+
+    Returns:
+        float: The version of COMPSs used to create the ROCrate.
+    """
+    crate = ROCrate(crate_path)
+    compss_object = get_by_id(crate,"#compss")
+    return compss_object["version"]
+
+
+def get_yes_or_no(msg :str) :
+    """
+    To get the user input as 'y' or 'n'.
+    Args:
+        msg (str): The message outputed to the user
+
+    Returns:
+        _type_: True if 'y' else False if 'n'.
+    """
+    while True:
+        user_input = input(f"{msg} (y/n):").lower()
+        if user_input == 'y' or user_input == 'n':
+            if user_input == 'y':
+                return True
+            else:
+                return False
+        else:
+            print("Invalid input. Please enter 'y' or 'n'.")
+
+def get_data_persistence_status(crate_path:str) -> bool:
+    """
+    To get data_persistence status from ro-crate-yaml file.
+    Args:
+        crate_path (str): Path for the crate directory.
+    Raises:
+        FileNotFoundError: If ro-crate-info.yaml file not found in the crate.
+
+    Returns:
+        bool: True if data_persistence is True else False.
+    """
+    #It may not be named ro-crate-info.yaml, eg: 838-1 crate
+    yaml_file_path = None
+    for name in os.listdir(crate_path):
+        if name.endswith(".yaml"):
+            yaml_file_path = f"{crate_path}/{name}"
+            break
+    if not yaml_file_path:
+        raise FileNotFoundError("YAML file not found in the crate")
+    # Open and read the YAML file
+    with open(yaml_file_path, 'r') as file:
+        # Load the content of the YAML file
+        config = yaml.safe_load(file)
+    # Extract the value of data_persistence
+    data_persistence = config.get('COMPSs Workflow Information',
+                                  {}).get('data_persistence', None)
+
+    return data_persistence
+
+def get_name_and_description(crate_path: str) -> tuple:
+    """
+    To get the name and description from the ro-crate-info.yaml file.
+    Args:
+        crate_path (str): Path to the crate directory.
+
+    Returns:
+        tuple: returns tuple of name, description and authors.
+    """
+     #It may not be named ro-crate-info.yaml, eg: 838-1 crate
+    yaml_file_path = None
+    for name in os.listdir(crate_path):
+        if name.endswith(".yaml"):
+            yaml_file_path = f"{crate_path}/{name}"
+            break
+    if not yaml_file_path:
+        raise Exception("ro-crate-info.yaml file not found in the crate")
+    # Open and read the YAML file
+    with open(yaml_file_path, 'r') as file:
+        # Load the content of the YAML file
+        data = YAML().load(file)
+
+    # Extract name and description
+    name = data['COMPSs Workflow Information'].get('name', '')
+    description = data['COMPSs Workflow Information'].get('description', '')
+    authors = data['Authors']
+
+    return name, description, authors
+
+def get_ro_crate_info(execution_path: str, service_path: str):
+    """
+    Copies a ro-crate-info.yaml files to the current working directory.
+
+    """
+    source = os.path.join(service_path,"APP-REQ/ro-crate-info.yaml")
+    # Get the current working directory
+    cwd = os.getcwd()
+    file_name = "ro-crate-info.yaml"
+    # Construct the full destination path
+    destination = os.path.join(cwd, file_name)
+
+    try:
+        # Copy the file to the current working directory
+        shutil.copy(source, destination)
+        #print(f'ro-crate-info.yaml file copied to the current working directory.')
+    except Exception as e:
+        print(f'Error copying ro-crate-info.yaml file from {source}: {e}')
+
+
+def executor(command: list[str], execution_path: str) :
+    """
+    Uses subprocess librray to execute the command and logs the output to a file.
+    Args:
+        command (list[str]): list of str containing the command to be executed
+        execution_path (str): path to the execution directory
+
+    Returns:
+        _type_: True if the command executed successfully else False.
+    """
+    joined_command = " ".join(command)
+    print_colored(f"Executing command: {joined_command}", TextColor.BLUE)
+
+    # Create log directory if it doesn't exist
+    log_dir = os.path.join(execution_path, "log")
+    if not os.path.exists(log_dir):
+        os.makedirs(log_dir)
+
+    # Define log file names
+    stdout_log = os.path.join(log_dir, "out.log")
+    stderr_log = os.path.join(log_dir, "err.log")
+
+    # Start the subprocess
+    process = subprocess.Popen(command, stdout=subprocess.PIPE,
+                               stderr=subprocess.PIPE, text=True)
+
+    # Define functions to read and log output
+    def read_stdout(pipe, log_file):
+        with open(log_file, 'a') as f:
+            for line in iter(pipe.readline, ''):
+                print(line.strip())
+                f.write(line)
+        pipe.close()
+
+    def read_stderr(pipe, log_file):
+        with open(log_file, 'a') as f:
+            for line in iter(pipe.readline, ''):
+                print(line.strip())
+                f.write(line)
+        pipe.close()
+
+    # Create threads to read and log stdout and stderr
+    stdout_thread = threading.Thread(target=read_stdout, args=(process.stdout, stdout_log))
+    stderr_thread = threading.Thread(target=read_stderr, args=(process.stderr, stderr_log))
+
+    stdout_thread.start()
+    stderr_thread.start()
+
+    # Wait for the process to complete
+    process.wait()
+
+    # Ensure all output has been logged
+    stdout_thread.join()
+    stderr_thread.join()
+
+    # Print log file locations
+    print(f"Standard output logged to: {stdout_log}")
+    print(f"Standard error logged to: {stderr_log}")
+
+    # Check the return code
+    if process.returncode == 0:
+        print("Command executed successfully.")
+        return True
+    else:
+        print("Command failed with return code:", process.returncode)
+        return False
+
+def download_file(url: str , download_path: str, file_name: str):
+    """
+    Downloads a file from the specified URL and saves it to the specified path.
+    Args:
+        url (str):  The URL of the file to be downloaded.
+        download_path (str):  The path where the file should be saved.
+        file_name (str):  The name of the file to be saved.
+    """
+    if not os.path.exists(download_path):
+        os.makedirs(download_path)
+    # Create the full path to the file
+    full_path = os.path.join(download_path, file_name)
+    print_colored(f"Downloading {file_name} from {url} to {full_path}, please wait...", TextColor.YELLOW)
+    # Download the file and save it to the specified path
+    urllib.request.urlretrieve(url, full_path)
+    print(f"File downloaded as {full_path}")
+    # Check if the file is a zip file and extract it
+    if zipfile.is_zipfile(full_path):
+        with zipfile.ZipFile(full_path, 'r') as zip_ref:
+            zip_ref.extractall(download_path)
+        print(f"Extracted {file_name} in {download_path}")
+
+        # Remove the zip file after extraction
+        os.remove(full_path)
+        print(f"Removed the zip file {file_name}")
+
+def check_compss_version()-> str:
+    """
+    To check the version of COMPSs installed on the system.
+    Returns:
+        float: The version of COMPSs installed on the system.
+    """
+    try:
+        # Execute the command
+        result = subprocess.run(['runcompss', '-v'], capture_output=True, text=True, check=True)
+
+        # Parse the output
+        output = result.stdout.strip()
+        if "COMPSs version" in output:
+            version = output.split('COMPSs version ')[1].split(" ")[0]
+            print(f"COMPSs Version Found: {version}")
+            return version
+        else:
+            return "COMPSs version not found in the output."
+
+    except subprocess.CalledProcessError as e:
+        return f"An error occurred while trying to get COMPSs version: {e}"
+    except FileNotFoundError:
+        return "runcompss command not found. Please ensure that COMPSs is installed and the command is available in your PATH."
+
+def check_slurm_cluster() -> tuple[bool, str]:
+    """
+    To check if the program is running on a SLURM cluster.
+
+    Returns:
+        tuple[bool, str]: tuple of a boolean indicating if the program
+            is running on a SLURM cluster and a message.
+    """
+    try:
+        result = subprocess.run(['squeue'], capture_output=True, text=True)
+        if result.returncode == 0:
+            return True, result.stdout
+    except Exception as e:
+        return False, str(e)
+
+    return False, "squeue command failed without raising an exception"
+
+def get_previous_flags(crate_path: str) -> list[str]:
+    """
+    To get the previous flags used in the COMPSs submission command.
+
+    Args:
+        crate_path (str): The path to the crate directory.
+
+    Returns:
+        list[str]: A list of the previous flags used in the COMPSs submission command.
+    """
+    compss_submission_command_path = os.path.join(crate_path, "compss_submission_command_line.txt")
+
+    with open(compss_submission_command_path, 'r', encoding='utf-8') as file:
+        command = next(file).strip()
+    previous_flags = []
+    for cmd in command.split():
+        if cmd.startswith("--") or cmd.startswith("-"):
+            if not (cmd.startswith("--provenance") or cmd.startswith("-p")):
+                previous_flags.append(cmd)
+
+    return previous_flags
+
+def print_symbol_reference():
+    """
+    To print the reference line for the symbols used in the file status table
+    """
+    references = {
+        '✔': 'SUCCESS',
+        '✘': 'FAILURE',
+        '–': 'NOT IN METADATA'
+    }
+
+    # Create a single line of references
+    reference_line = ' | '.join(f"{symbol}: {meaning}" for symbol, meaning in references.items())
+
+    print(reference_line)
+
+# Function to convert status codes to symbols
+def get_status_symbol(file_exists, file_size_verified):
+    """
+    To convert the status codes to symbols.
+    """
+    exists_symbol = "✅" if file_exists == 1 else "❌"
+    size_verified_symbol = "✅" if file_size_verified == 1 else "❌" if file_size_verified == 0 else "—"
+    return exists_symbol, size_verified_symbol
+
+# Function to wrap the file path based on a length limit
+def wrap_text(text, width):
+    """
+    To wrap the text based on the specified width.
+    """
+    return '\n'.join([text[i:i+width] for i in range(0, len(text), width)])
+
+# Function to generate the table
+def generate_file_status_table(file_status_list,Third_field:str, path_width_limit=40):
+    """
+    To generate a table to display the file status.
+    Args:
+        file_status_list (): list of tuples containing the file status information.
+        Third_field (str): The name of the third field in the table.
+    """
+    table = []
+    # Adding header row
+    table.append(["", "Metadata File Name", "Host File Path", Third_field , "Size"])
+
+    # Adding file status rows
+    for i, (filename, file_path, file_exists, file_size_verified) in enumerate(file_status_list, start=1):
+        exists_symbol, size_verified_symbol = get_status_symbol(file_exists, file_size_verified)
+
+        # Wrap the file path if it exceeds the specified width limit
+        wrapped_file_path = wrap_text(file_path, path_width_limit)
+        wrapped_filename = wrap_text(filename, path_width_limit)
+
+        table.append([i, wrapped_filename, wrapped_file_path, exists_symbol, size_verified_symbol])
+
+    # Print the table
+    print(tabulate(table, headers="firstrow", tablefmt="grid"))
+    print_symbol_reference()
+
+

From 6d12aabe954881a61cb249d898343a1c1dbfbbcc Mon Sep 17 00:00:00 2001
From: Minimega12121 <architdabral1234567890@gmail.com>
Date: Fri, 20 Sep 2024 00:01:52 +0530
Subject: [PATCH 2/3] Updated chameleon scripts

---
 .../scripts/system/chameleon/chameleon_init   |   4 +-
 .../scripts/utils/chameleon_cluster_setup     | 103 +++++++++---------
 2 files changed, 54 insertions(+), 53 deletions(-)

diff --git a/compss/runtime/scripts/system/chameleon/chameleon_init b/compss/runtime/scripts/system/chameleon/chameleon_init
index 305227069c..c0b74de508 100755
--- a/compss/runtime/scripts/system/chameleon/chameleon_init
+++ b/compss/runtime/scripts/system/chameleon/chameleon_init
@@ -13,10 +13,10 @@ extra_configure() {
   ____ ___  __  __ ____  ____
  / ___/ _ \\|  \\/  |  _ \\/ ___| ___
 | |  | | | | |\\/| | |_) \\___ \\/ __|
-| |__| |_| | |  | |  __/ ___) \\__ \\ 
+| |__| |_| | |  | |  __/ ___) \\__ \\
 \\ \\____\\___/|_|  |_|_|   |____/|___/
 
-Welcome to COMPSs v2.1 at Chameleon!
+Welcome to COMPSs v3.1 at Chameleon!
 EOT
 
   echo "127.0.1.1       COMPSsMaster" >> /etc/hosts
diff --git a/compss/runtime/scripts/utils/chameleon_cluster_setup b/compss/runtime/scripts/utils/chameleon_cluster_setup
index cad6ad8883..0398e500de 100755
--- a/compss/runtime/scripts/utils/chameleon_cluster_setup
+++ b/compss/runtime/scripts/utils/chameleon_cluster_setup
@@ -1,4 +1,4 @@
-#!/bin/bash -e
+  #!/bin/bash -e
 
   #=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-
   #
@@ -12,20 +12,14 @@
   #-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-
 
 
-  # Setting up COMPSs_HOME
-  if [ -z "${COMPSS_HOME}" ]; then
-    COMPSS_HOME="$( cd "$( dirname "${BASH_SOURCE[0]}" )"/../../.. && pwd )/"
-  fi
-  if [ ! "${COMPSS_HOME: -1}" = "/" ]; then
-    COMPSS_HOME="${COMPSS_HOME}/"
-  fi
-  export COMPSS_HOME=${COMPSS_HOME}
+  # Setting up COMPSS_HOME
+  export COMPSS_HOME="/opt/COMPSs/"
 
   ##########################################################
   # Script variables
   user=cc
   instanceCreationTime=10        # Iterations over 30s
-  sshUpTime=8			# Iterations over 30s
+  sshUpTime=8                    # Iterations over 30s
   randomID=$RANDOM
   tmpFile=/tmp/compss-workers-${randomID}.tmp
   HALF_MIN=30s
@@ -38,30 +32,29 @@
   sleep 2s
 
   # Prompt messages to get information
-  echo "Provide the name of the COMPSs Master Instance (this instance):"
-  read -r masterName
-  echo "Provide the reservation ID to deploy COMPSs:"
-  read -r reservationId
-  echo "Provide the number of COMPSs Workers:"
-  read -r numWorkers
-  echo " "
+  read -rp "Provide the name of the COMPSs Master Instance (this instance): " masterName
+  read -rp "Provide the reservation ID to deploy COMPSs: " reservationId
+  read -rp "Provide the number of COMPSs Workers: " numWorkers
+  echo "Type  1 if connected via fabnetv4 network otherwise type 2 if connected via sharednet1"
+  read choice
+
+  NETWORK="sharednet1"
 
   ##########################################################
   # Retrieve other information
   echo "* Retrieving configuration parameters from Chameleon..."
-  image=$(nova show "$masterName" | grep image | tr "|" "\\t" | awk '{ print $2 }')
-  netId=$(neutron net-list | grep sharednet1 | tr "|" "\\t" | awk '{ print $1 }')
-
+  image=$(openstack server show "$masterName" -f value -c image | awk '{print $2}' | sed 's/[()]//g')
+  netId=$(openstack network list | grep "$NETWORK" | awk '{print $2}')
 
   ##########################################################
-  # Launch workers 
+  # Launch workers
   echo "* Launching workers..."
   # Insert COMPSs Master key to OpenStack. Create workers with COMPSsMaster key authorized
-  nova keypair-add --pub_key /home/cc/.ssh/id_rsa.pub COMPSsMaster${randomID}
+  openstack keypair create --public-key /home/cc/.ssh/id_rsa.pub COMPSsMaster${randomID}
 
   # Create workers
   for (( i=1; i<=numWorkers; i++ )); do
-    cmd="nova boot --flavor baremetal --image $image --key-name COMPSsMaster${randomID} --nic net-id=$netId --hint reservation=$reservationId COMPSsWorker$i"
+    cmd="openstack server create --flavor baremetal --image $image --key-name COMPSsMaster${randomID} --nic net-id=$netId --hint reservation=$reservationId COMPSsWorker$i"
     echo "$cmd"
     $cmd
     sleep $SLEEP_BETWEEN_WORKER_CREATION
@@ -78,15 +71,13 @@
 
   for (( i=1; i<=numWorkers; i++ )); do
     # Wait for each worker
-    cmd_status=$(nova list | grep "COMPSsWorker$i" | tr "|" "\\t" | awk '{ print $3 }')
+    cmd_status=$(openstack server list | grep "COMPSsWorker$i" | awk '{print $6}')
     while [ "$cmd_status" != "ACTIVE" ]; do
       sleep ${HALF_MIN}
-      cmd_status=$(nova list | grep "COMPSsWorker$i" | tr "|" "\\t" | awk '{ print $3 }')
+      cmd_status=$(openstack server list | grep "COMPSsWorker$i" | awk '{print $6}')
     done
     echo "   - COMPSsWorker$i is ACTIVE"
   done
-
-
   ##########################################################
   # Retrieving COMPSs Workers information
   echo "* Retrieving COMPSs Workers information..."
@@ -94,18 +85,36 @@
   echo "# Automatically added hostnames by chameleon_cluster_setup" > $tmpFile
   workerIPs=""
   for (( i=1; i<=numWorkers; i++ )); do
-    workerIP=$(nova show COMPSsWorker$i | grep "network" | tr "|" "\\t" | awk '{ print $3 }' | tr "," "\\t" | awk '{ print $1 }')
+    workerIP=$(openstack server show COMPSsWorker$i -f value -c addresses | tr ',' '\n' | grep -oP '\d+\.\d+\.\d+\.\d+' | head -n 1)
     # Update worker list
     workerIPs="$workerIPs $workerIP"
-    # Update hosts tmp file"
-    echo "$workerIP	COMPSsWorker$i" >> $tmpFile
+    # Update hosts tmp file
+    echo "$workerIP       COMPSsWorker$i" >> $tmpFile
     # Log worker IP
     echo "   - COMPSsWorker$i has IP = $workerIP"
   done
 
+  echo "Debugging Information:"
+  echo "user=$user"
+  echo "instanceCreationTime=$instanceCreationTime"
+  echo "sshUpTime=$sshUpTime"
+  echo "randomID=$randomID"
+  echo "tmpFile=$tmpFile"
+  echo "HALF_MIN=$HALF_MIN"
+  echo "SLEEP_BETWEEN_WORKER_CREATION=$SLEEP_BETWEEN_WORKER_CREATION"
+  echo "masterName=$masterName"
+  echo "reservationId=$reservationId"
+  echo "numWorkers=$numWorkers"
+  echo "NETWORK=$NETWORK"
+  echo "image=$image"
+  echo "netId=$netId"
+  echo "workerIPS=$workerIPs"
+  echo " "
+
+
   # Adding configuration to COMPSs Master /etc/hosts file
-  sudo /bin/bash -c "cat $tmpFile >> /etc/hosts"
-  masterIP=$(nova show "$masterName" | grep "network" | tr "|" "\\t" | awk '{ print $3 }' | tr "," "\\t" | awk '{ print $1 }')
+  sudo bash -c "cat $tmpFile >> /etc/hosts"
+  masterIP=$(openstack server show "$masterName" -f value -c addresses | tr ',' '\n' | grep -oP '\d+\.\d+\.\d+\.\d+' | head -n 1)
   echo "$masterIP     COMPSsMaster" >> $tmpFile
 
   # Configuring COMPSs Workers
@@ -117,17 +126,14 @@
   printf "\\n"
 
   for workerIP in $workerIPs; do
-    scp -o StrictHostKeyChecking=no $tmpFile $user@"$workerIP":$tmpFile
-    # shellcheck disable=SC2029
-    ssh -t -t -o StrictHostKeyChecking=no -o BatchMode=yes -o ChallengeResponseAuthentication=no $user@"$workerIP" "sudo /bin/bash -c 'cat $tmpFile >> /etc/hosts'"
-    # shellcheck disable=SC2029
-    ssh -t -t -o StrictHostKeyChecking=no -o BatchMode=yes -o ChallengeResponseAuthentication=no $user@"$workerIP" "rm -f $tmpFile"
-  done 
+      scp -o StrictHostKeyChecking=no $tmpFile $user@$workerIP:$tmpFile
+      ssh -o StrictHostKeyChecking=no -o BatchMode=yes -o ChallengeResponseAuthentication=no $user@$workerIP "sudo bash -c 'cat $tmpFile >> /etc/hosts'"
+      ssh -o StrictHostKeyChecking=no -o BatchMode=yes -o ChallengeResponseAuthentication=no $user@$workerIP "rm -f $tmpFile"
+  done
 
   # Clean tmpfile
   rm -f $tmpFile
 
-
   ##########################################################
   # Update COMPSs project / resources files
   echo "* Updating COMPSs project and resources files..."
@@ -135,14 +141,11 @@
   resources="${COMPSS_HOME}Runtime/configuration/xml/resources/default_resources.xml"
 
   echo ""
-  echo "Provide the application path:"
-  read -r appDir
+  read -rp "Provide the application path: " appDir
 
   #
   # PROJECT.XML
   #
-  # shellcheck source=../system/xmls/generate_project.sh
-  # shellcheck disable=SC1091
   source "${COMPSS_HOME}Runtime/scripts/system/xmls/generate_project.sh"
 
   # Init project file
@@ -150,10 +153,11 @@
   # Add header (from generate_project.sh)
   add_header
   # Add master information (from generate_project.sh)
-  add_master_node ""
+  add_master_node 4 1 0 16 ""
   # Add workers (from generate_project.sh)
   for (( i=1; i<=numWorkers; i++ )); do
-    add_compute_node "COMPSsWorker$i" "/opt/COMPSs/" "/tmp/COMPSsWorker$i" "$user" "$appDir" "" "" "" ""
+  echo "$i"
+  add_compute_node "COMPSsWorker$i" "/opt/COMPSs/" "/tmp/COMPSsWorker$i" "$user" "$appDir" "" "" "" ""
   done
   # Close project (from generate_project.sh)
   add_footer
@@ -161,24 +165,21 @@
   #
   # RESOURCES.XML
   #
-  # shellcheck source=../system/xmls/generate_resources.sh
-  # shellcheck disable=SC1091
   source "${COMPSS_HOME}Runtime/scripts/system/xmls/generate_resources.sh"
-  
+
   # Init resources file
   init "${resources}"
   # Add header (from generate_resources.sh)
   add_header
   # Add workers
   for (( i=1; i<=numWorkers; i++ )); do
-    add_compute_node "COMPSsWorker$i" "24" "0" "0" "125" "43001" "43102" "" ""
+    echo "$i"
+    add_compute_node "COMPSsWorker$i" "24" "0" "125" "43001" "43102" "" ""
   done
   # Close resources (from generate_resources.sh)
   add_footer
 
-
   ##########################################################
   # End
   echo "SUCCESS!"
   exit
-

From e9409ac19aec9a9c0f17da5a1c343d7cfba7af73 Mon Sep 17 00:00:00 2001
From: Minimega12121 <architdabral1234567890@gmail.com>
Date: Wed, 2 Oct 2024 00:27:46 +0530
Subject: [PATCH 3/3] docs: changes to README

---
 compss/tools/reproducibility_service/README.md | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/compss/tools/reproducibility_service/README.md b/compss/tools/reproducibility_service/README.md
index afa669721d..48155440a0 100644
--- a/compss/tools/reproducibility_service/README.md
+++ b/compss/tools/reproducibility_service/README.md
@@ -50,5 +50,20 @@ This is an automatic reproducibility service designed to help reproduce COMPSs w
 3. The `data_persistence = False` examples are only supposed to work on the original SLURM cluster where paths related to the experiment are accessible (i.e. the new Submitter may need to request access permissions).
 
 ---
+### How to Use via Chameleon
 
+If you're unsure how to create an instance on Chameleon, please refer to the official documentation: [Chameleon Documentation](https://chameleoncloud.readthedocs.io/en/latest/index.html).
+
+To utilize this service or run any COMPSs experiments, you can create an instance of the Ubuntu 22.04 appliance with COMPSs 3.3.1 pre-installed. You can find the appliance here: [Ubuntu 22.04 with COMPSs 3.3.1](https://www.chameleoncloud.org/appliances/121/).
+
+After successfully creating an instance of the appliance, execute the following command to set up the environment:
+```bash
+sudo ./working_scripts/basic_config.sh start
+```
+
+Once the setup is complete, you can proceed to run any COMPSs experiments of your choice.
+
+> **Note:** Since Chameleon allows access to remote networks, you can directly clone the Reproducibility Service as well as the RO-Crate of the experiment you want to reproduce.
+
+---
 I hope you find this service helpful!