jashing/TimeSeries01

1import json2 3 4def prepare():5    file_path = 'energy_train.jsonl.txt'6    targets = []7 8    # Open the JSON file and read it line by line9    with open(file_path, 'r') as file:10        for line in file:11            #print (line)12            try:13                # Parse the JSON string in each line14                data = json.loads(line)15 16                # Extract the values of "timestamp" and "target" keys17                #timestamp = data.get("timestamp")18                target = data.get("target")19 20                if target is not None:21                    #timestamps.append(timestamp)22                    targets.append(target)23 24            except json.JSONDecodeError:25                print(f"Skipping invalid JSON: {line}")26 27    # Now, you have the extracted values in the "timestamps" and "targets" lists28    # You can use these lists as needed29    #print("Timestamps:", timestamps)30    #print("Targets:", targets)31 32    hist_size = 1033    prd_size = 134 35    while targets:36        # Get the first 5 elements and join them with spaces37        history = ' '.join(map(str, targets[:hist_size]))38        out = ' '.join(map(str,targets[hist_size:hist_size+prd_size]))39 40        # Construct the JSON string41        json_str = json.dumps({"color": out, "description": history})42 43        print (json_str)44        # Remove the first 6 elements from the float array45        targets = targets[1:]46        if len(targets) == hist_size:47            break48    49 50if __name__ == "__main__":51    #import fire52    #fire.Fire(prepare)53    prepare()54 55