Added aicg

.gitattributes

@@ -52,3 +52,17 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+aicg/aicg.json filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230415_122514.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230415_132110.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230415_134333.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_152213.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_165354.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_174922.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_183445.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_191610.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_195418.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_203437.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/Log_20230417_210300.csv filter=lfs diff=lfs merge=lfs -text
+aicg/csvs/merged.csv filter=lfs diff=lfs merge=lfs -text
+aicg/instruct_output.json filter=lfs diff=lfs merge=lfs -text

aicg/aicg.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57845dd4c2c4d7f284a59653a79694ca6e9336df00c96e67e05b5f70297c7ed2
+size 563689805

aicg/clean.py

@@ -0,0 +1,30 @@
+# Import the os and re modules
+import os
+import re
+
+# Define the directory where the csv files are located
+directory = "."
+
+# Define a function to remove invalid characters from a csv file
+def remove_invalid_chars(file):
+    # Open the file in read mode with UTF-8 encoding and ignore errors
+    with open(file, "r", encoding="utf-8", errors="ignore") as infile:
+        # Read the file content as a string
+        content = infile.read()
+        # Remove any null bytes from the string
+        content = content.replace("\x00", "")
+        # Remove any non-printable characters from the string
+        # content = re.sub(r"[^\x20-\x7E]", "", content)
+    # Open the file in write mode with UTF-8 encoding
+    with open(file, "w", encoding="utf-8") as outfile:
+        # Write the modified content to the file
+        outfile.write(content)
+
+# Loop through each file in the directory
+for file in os.listdir(directory):
+    # Check if the file is a csv file
+    if file.endswith(".csv"):
+        # Remove invalid characters from the csv file and print the result
+        print(f"Removing invalid characters from {file}...")
+        remove_invalid_chars(os.path.join(directory, file))
+        print(f"{file} is cleaned.")

aicg/convert-to-instruct.py

@@ -0,0 +1,24 @@
+import json
+
+input_file = "aicg.json"
+output_file = "instruct_output.json"
+
+with open(input_file, "r", encoding="utf-8") as infile:
+	input_data = json.load(infile)
+	output_data = []
+	
+	for item in input_data:
+		
+		prompt_string = item["prompt string"]
+		response = item["response"]
+		
+		output_item = {
+			"input": "",
+			"instruction": prompt_string,
+			"output": response
+		}
+		
+		output_data.append(output_item)
+
+with open(output_file, "w", encoding="utf-8") as outfile:
+	json.dump(output_data, outfile, indent=4)

aicg/csv-to-json.py

@@ -0,0 +1,27 @@
+# Import the csv and json modules
+import csv
+import json
+
+# Define the input and output file names
+csv_file = "merged.csv"
+json_file = "output.json"
+
+# Open the csv file in read mode
+with open(csv_file, "r", encoding="utf-8") as infile:
+    # Create a csv reader object
+    reader = csv.reader(infile)
+    # Get the header row
+    header = next(reader)
+    # Create an empty list to store the data
+    data = []
+    # Loop through the rest of the rows
+    for row in reader:
+        # Create a dictionary for each row using the header as keys
+        record = dict(zip(header, row))
+        # Append the dictionary to the data list
+        data.append(record)
+
+# Open the json file in write mode
+with open(json_file, "w", encoding="utf-8") as outfile:
+    # Dump the data list as json to the output file
+    json.dump(data, outfile, indent=4)

aicg/csvs/Log_20230415_122514.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:375ede0bd2239dfda37b692fcecc359a5e7bcf1d66d2290dc0a702a958c54d3d
+size 30458190

aicg/csvs/Log_20230415_132110.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75b1d6379abde0f27a66bc0b70f37ef5a6f9c14cec80b854348f0d28c7fb7827
+size 37042193

aicg/csvs/Log_20230415_134333.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8649306e1ab2cf4915ee387a8587ffc74a5a26900954ad067473eb43de3c585
+size 15184269

aicg/csvs/Log_20230417_152213.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c23e3c36d5df6eeadfea4ea84847357ebe2e7beafe43ab25029806e1fc829fd1
+size 63633917

aicg/csvs/Log_20230417_165354.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd9ab1ef0c80ce5550ebfac1de5f2b8cd90a88fc4d466b718032a415ed61ff51
+size 59353852

aicg/csvs/Log_20230417_174922.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a77d6128705e9107328e139ca2d9c5aed20550d4c2d153936d891d0cce724550
+size 60828096

aicg/csvs/Log_20230417_183445.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66f96c676c5dd68f368d6dd7bf9f4d85e5d27b54a7ca5d4053ca96a8101aec2d
+size 57428666

aicg/csvs/Log_20230417_191610.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06d6e7f1aca98c87b00cc839d9366c0ec7695f3c4db9adf72765708d56a51a56
+size 61793735

aicg/csvs/Log_20230417_195418.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fa499f5a46c3a5c4b9e1287e9b21c6125e49e2c55fa7abe4a854d7c808b7298
+size 63951564

aicg/csvs/Log_20230417_203437.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab2888292b3ebd7e0fb398077882f48d4054da82209d63072eb280ba90e656f6
+size 44427578

aicg/csvs/Log_20230417_210300.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b674b368cf55587a7261e2b77d1ca8d5d0344ec2a7997d84ffaabb47e4e27ab
+size 54080658

aicg/csvs/merged.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8558133a33cf42a5a3d137bf256a3102e3100a638c4f8648b4eec744fd974b87
+size 549763229

aicg/dedup-clean.py

@@ -0,0 +1,40 @@
+# Import the json and os modules
+import json
+import os
+
+# Define the directory where the json files are located
+directory = "./test"
+
+# Define a function to deduplicate and clean a json file
+def dedup_and_clean(file):
+    # Open the file in read mode
+    with open(file, "r", encoding="utf-8") as infile:
+        # Load the file as a json object
+        data = json.load(infile)
+        # Create an empty list to store the unique and non-empty items
+        new_data = []
+        # Create an empty set to store the seen items
+        seen = set()
+        # Loop through each item in the data
+        for item in data:
+            # Convert the item to a string for hashing
+            item_str = json.dumps(item, sort_keys=True)
+            # Check if the item is not empty and not seen before
+            if item_str != "{}" and item_str not in seen:
+                # Add the item to the new data list
+                new_data.append(item)
+                # Add the item string to the seen set
+                seen.add(item_str)
+    # Open the file in write mode
+    with open(file, "w", encoding="utf-8") as outfile:
+        # Dump the new data list as json to the file
+        json.dump(new_data, outfile, indent=4)
+
+# Loop through each file in the directory
+for file in os.listdir(directory):
+    # Check if the file is a json file
+    if file.endswith(".json"):
+        # Deduplicate and clean the json file and print the result
+        print(f"Deduplicating and cleaning {file}...")
+        dedup_and_clean(os.path.join(directory, file))
+        print(f"{file} is done.")

aicg/instruct_output.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:491db4599e8a94f6afbb1716682d7fbd9eff4e85341686cd8b5483158fabdc5d
+size 282729208

aicg/merge.py

@@ -0,0 +1,23 @@
+# Import the os and pandas modules
+import os
+import pandas as pd
+
+# Define the directory where the csv files are located
+directory = "."
+
+# Create an empty list to store the data frames
+data_frames = []
+
+# Loop through each file in the directory
+for file in os.listdir(directory):
+    # Check if the file is a csv file
+    if file.endswith(".csv"):
+        # Read the csv file as a data frame and append it to the list
+        data_frame = pd.read_csv(os.path.join(directory, file))
+        data_frames.append(data_frame)
+
+# Concatenate all the data frames into one
+merged_data_frame = pd.concat(data_frames)
+
+# Save the merged data frame as a new csv file
+merged_data_frame.to_csv("merged.csv", index=False, encoding="utf-8")

aicg/validatecsv.py

@@ -0,0 +1,39 @@
+# Import the csv and os modules
+import csv
+import os
+
+# Define the directory where the csv files are located
+directory = "."
+
+# Define a function to validate a csv file
+def validate_csv(file):
+    # Open the file in read mode
+    with open(file, "r", encoding="utf-8") as f:
+        # Create a csv reader object
+        reader = csv.reader(f)
+        # Get the header row
+        header = next(reader)
+        # Check if the header has the expected number of columns
+        if len(header) != 4:
+            # Return False if not
+            return False
+        # Loop through the rest of the rows
+        for row in reader:
+            # Check if each row has the same number of columns as the header
+            if len(row) != len(header):
+                # Return False if not
+                return False
+    # Return True if no errors are found
+    return True
+
+# Loop through each file in the directory
+for file in os.listdir(directory):
+    # Check if the file is a csv file
+    if file.endswith(".csv"):
+        # Validate the csv file and print the result
+        print(f"Validating {file}...")
+        result = validate_csv(os.path.join(directory, file))
+        if result:
+            print(f"{file} is valid.")
+        else:
+            print(f"{file} is invalid.")