Added RPC env variable. New updated data

data/all_trades_profitability.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:54a498cf077943ef9e50a6c8359e43b5577f6377dc81889b129b6c8964f9987f
-size 1522788
+oid sha256:93705929fc62c990a18bcd01e5524328a4d514ecc6fea1ba2f4ce31563316abb
+size 1574355

data/delivers.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:48fd7da78b67a6f0d08d2280e96c328413767bf4eb5008c8e4f8621c9af961df
-size 421626330
+oid sha256:18c5c1bdf59d4e6be3c9964cc33c00985b90596103011c3213a5c7967b3d067d
+size 461745927

data/fpmmTrades.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0ad6be9794feae019e62609969208b27fea643f9784491f1e03e915883b6799
-size 4918148
+oid sha256:7b0025f18ea3f19eb7288b74a7ea0b131cb86d07ec62fe7d70c743d4fc6f4a07
+size 4979104

data/fpmms.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d048fdde8de6ee49cfeb543b558007295fa260fb7ebdf23064df4d5f238a2b9f
-size 373210
+oid sha256:c333068cdd68f47d092633d9d47d80a11d3a58d9edc65b78750d199ba462bfe9
+size 378079

data/invalid_trades.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fb96a8b15d362395a0a7e243bff84b3b6354e265307b9a234c4fb508b67f7d7a
-size 219557
+oid sha256:dc913d782e4faea4d79636c858598aa157140f6739df7454eecfe37307f6d61f
+size 284309

data/requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0cfc1cf7ec277e43cfa933e1298746fc337cc09f511c5162542ce876e3607fcb
-size 12785056
+oid sha256:581d197f07231927fda68e37130d3fb25a08de5a40cb20136b6ad944b83e8551
+size 12741805

data/summary_profitability.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:114c068eabf942a79389765a0a217b35c58c58811dc024d1b65e21f938ec7237
-size 33911
+oid sha256:0f401498cb4bd5a7d6974cd0e90f0454593cb621dc7d2d1c782d6153bb04a396
+size 30517

data/t_map.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:42e0e362a115167660577f6504e2b92d9002cc837dbbe27d58ef2fb3b9dd14b2
-size 11623107
+oid sha256:2fd5ea8aef676670d7f3e0b9a63e16ba3568da98434880822be7846ba650b61b
+size 12051980

data/tools.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:684f2b596ae39c06c36fbf3fe1eec93c5bb095861a6090b9cb5e917e29768337
-size 423650336
+oid sha256:8e150b223fc99fe111b5b2b9aac841ce4cff6cbab3fbebd9a1b4397932258bad
+size 465552676

data/tools_accuracy.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:747914de5faf66fbefb889636fa9dd249adaca84bd0d40ae7462f1d66d395b56
+oid sha256:8ac964c50d037f954d2f3a733ec722883a29efa820aed537a77ce3b224640aa6
 size 1008

notebooks/weekly_analysis.ipynb

@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -511,229 +511,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>trader_address</th>\n",
-       "      <th>trade_id</th>\n",
-       "      <th>creation_timestamp</th>\n",
-       "      <th>title</th>\n",
-       "      <th>market_status</th>\n",
-       "      <th>collateral_amount</th>\n",
-       "      <th>outcome_index</th>\n",
-       "      <th>trade_fee_amount</th>\n",
-       "      <th>outcomes_tokens_traded</th>\n",
-       "      <th>current_answer</th>\n",
-       "      <th>is_invalid</th>\n",
-       "      <th>winning_trade</th>\n",
-       "      <th>earnings</th>\n",
-       "      <th>redeemed</th>\n",
-       "      <th>redeemed_amount</th>\n",
-       "      <th>num_mech_calls</th>\n",
-       "      <th>mech_fee_amount</th>\n",
-       "      <th>net_earnings</th>\n",
-       "      <th>roi</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0x022b36c50b85b8ae7addfb8a35d76c59d5814834</td>\n",
-       "      <td>0x017947579ab51313c31fe1cc562c0f1726ec09c90x02...</td>\n",
-       "      <td>2024-05-19 01:26:30+00:00</td>\n",
-       "      <td>Will Google's Pixel 9 lineup be officially rel...</td>\n",
-       "      <td>CLOSED</td>\n",
-       "      <td>0.638</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0.013</td>\n",
-       "      <td>1.206</td>\n",
-       "      <td>1</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.206</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.206</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.000</td>\n",
-       "      <td>0.556</td>\n",
-       "      <td>0.854</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0x022b36c50b85b8ae7addfb8a35d76c59d5814834</td>\n",
-       "      <td>0x027f6bc849e273477f4a63085192714084917fcc0x02...</td>\n",
-       "      <td>2024-06-12 01:16:55+00:00</td>\n",
-       "      <td>Will the 2D-animated Paramount Plus show 'Tale...</td>\n",
-       "      <td>CLOSED</td>\n",
-       "      <td>1.000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0.020</td>\n",
-       "      <td>1.840</td>\n",
-       "      <td>1</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.840</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.840</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0.050</td>\n",
-       "      <td>0.770</td>\n",
-       "      <td>0.719</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0x022b36c50b85b8ae7addfb8a35d76c59d5814834</td>\n",
-       "      <td>0x027f6bc849e273477f4a63085192714084917fcc0x02...</td>\n",
-       "      <td>2024-06-12 15:08:00+00:00</td>\n",
-       "      <td>Will the 2D-animated Paramount Plus show 'Tale...</td>\n",
-       "      <td>CLOSED</td>\n",
-       "      <td>0.800</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0.016</td>\n",
-       "      <td>1.518</td>\n",
-       "      <td>1</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.518</td>\n",
-       "      <td>True</td>\n",
-       "      <td>1.518</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0.050</td>\n",
-       "      <td>0.652</td>\n",
-       "      <td>0.753</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0x022b36c50b85b8ae7addfb8a35d76c59d5814834</td>\n",
-       "      <td>0x027f6bc849e273477f4a63085192714084917fcc0x02...</td>\n",
-       "      <td>2024-06-13 07:22:55+00:00</td>\n",
-       "      <td>Will the 2D-animated Paramount Plus show 'Tale...</td>\n",
-       "      <td>CLOSED</td>\n",
-       "      <td>0.456</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.009</td>\n",
-       "      <td>1.003</td>\n",
-       "      <td>1</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0.000</td>\n",
-       "      <td>True</td>\n",
-       "      <td>0.000</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0.050</td>\n",
-       "      <td>-0.515</td>\n",
-       "      <td>-1.000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0x022b36c50b85b8ae7addfb8a35d76c59d5814834</td>\n",
-       "      <td>0x027f6bc849e273477f4a63085192714084917fcc0x02...</td>\n",
-       "      <td>2024-06-14 03:01:20+00:00</td>\n",
-       "      <td>Will the 2D-animated Paramount Plus show 'Tale...</td>\n",
-       "      <td>CLOSED</td>\n",
-       "      <td>0.704</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.014</td>\n",
-       "      <td>1.198</td>\n",
-       "      <td>1</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0.000</td>\n",
-       "      <td>True</td>\n",
-       "      <td>0.000</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0.050</td>\n",
-       "      <td>-0.768</td>\n",
-       "      <td>-1.000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                               trader_address  \\\n",
-       "0  0x022b36c50b85b8ae7addfb8a35d76c59d5814834   \n",
-       "1  0x022b36c50b85b8ae7addfb8a35d76c59d5814834   \n",
-       "2  0x022b36c50b85b8ae7addfb8a35d76c59d5814834   \n",
-       "3  0x022b36c50b85b8ae7addfb8a35d76c59d5814834   \n",
-       "4  0x022b36c50b85b8ae7addfb8a35d76c59d5814834   \n",
-       "\n",
-       "                                            trade_id  \\\n",
-       "0  0x017947579ab51313c31fe1cc562c0f1726ec09c90x02...   \n",
-       "1  0x027f6bc849e273477f4a63085192714084917fcc0x02...   \n",
-       "2  0x027f6bc849e273477f4a63085192714084917fcc0x02...   \n",
-       "3  0x027f6bc849e273477f4a63085192714084917fcc0x02...   \n",
-       "4  0x027f6bc849e273477f4a63085192714084917fcc0x02...   \n",
-       "\n",
-       "         creation_timestamp  \\\n",
-       "0 2024-05-19 01:26:30+00:00   \n",
-       "1 2024-06-12 01:16:55+00:00   \n",
-       "2 2024-06-12 15:08:00+00:00   \n",
-       "3 2024-06-13 07:22:55+00:00   \n",
-       "4 2024-06-14 03:01:20+00:00   \n",
-       "\n",
-       "                                               title market_status  \\\n",
-       "0  Will Google's Pixel 9 lineup be officially rel...        CLOSED   \n",
-       "1  Will the 2D-animated Paramount Plus show 'Tale...        CLOSED   \n",
-       "2  Will the 2D-animated Paramount Plus show 'Tale...        CLOSED   \n",
-       "3  Will the 2D-animated Paramount Plus show 'Tale...        CLOSED   \n",
-       "4  Will the 2D-animated Paramount Plus show 'Tale...        CLOSED   \n",
-       "\n",
-       "   collateral_amount outcome_index  trade_fee_amount  outcomes_tokens_traded  \\\n",
-       "0              0.638             1             0.013                   1.206   \n",
-       "1              1.000             1             0.020                   1.840   \n",
-       "2              0.800             1             0.016                   1.518   \n",
-       "3              0.456             0             0.009                   1.003   \n",
-       "4              0.704             0             0.014                   1.198   \n",
-       "\n",
-       "   current_answer  is_invalid  winning_trade  earnings  redeemed  \\\n",
-       "0               1       False           True     1.206      True   \n",
-       "1               1       False           True     1.840      True   \n",
-       "2               1       False           True     1.518      True   \n",
-       "3               1       False          False     0.000      True   \n",
-       "4               1       False          False     0.000      True   \n",
-       "\n",
-       "   redeemed_amount  num_mech_calls  mech_fee_amount  net_earnings    roi  \n",
-       "0            1.206               0            0.000         0.556  0.854  \n",
-       "1            1.840               5            0.050         0.770  0.719  \n",
-       "2            1.518               5            0.050         0.652  0.753  \n",
-       "3            0.000               5            0.050        -0.515 -1.000  \n",
-       "4            0.000               5            0.050        -0.768 -1.000  "
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "all_trades.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -741,31 +519,31 @@
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "RangeIndex: 18941 entries, 0 to 18940\n",
+      "RangeIndex: 17067 entries, 0 to 17066\n",
       "Data columns (total 19 columns):\n",
       " #   Column                  Non-Null Count  Dtype              \n",
       "---  ------                  --------------  -----              \n",
-      " 0   trader_address          18941 non-null  object             \n",
-      " 1   trade_id                18941 non-null  object             \n",
-      " 2   creation_timestamp      18941 non-null  datetime64[ns, UTC]\n",
-      " 3   title                   18941 non-null  object             \n",
-      " 4   market_status           18941 non-null  object             \n",
-      " 5   collateral_amount       18941 non-null  float64            \n",
-      " 6   outcome_index           18941 non-null  object             \n",
-      " 7   trade_fee_amount        18941 non-null  float64            \n",
-      " 8   outcomes_tokens_traded  18941 non-null  float64            \n",
-      " 9   current_answer          18941 non-null  int64              \n",
-      " 10  is_invalid              18941 non-null  bool               \n",
-      " 11  winning_trade           18941 non-null  bool               \n",
-      " 12  earnings                18941 non-null  float64            \n",
-      " 13  redeemed                18941 non-null  bool               \n",
-      " 14  redeemed_amount         18941 non-null  float64            \n",
-      " 15  num_mech_calls          18941 non-null  int64              \n",
-      " 16  mech_fee_amount         18941 non-null  float64            \n",
-      " 17  net_earnings            18941 non-null  float64            \n",
-      " 18  roi                     18941 non-null  float64            \n",
+      " 0   trader_address          17067 non-null  object             \n",
+      " 1   trade_id                17067 non-null  object             \n",
+      " 2   creation_timestamp      17067 non-null  datetime64[ns, UTC]\n",
+      " 3   title                   17067 non-null  object             \n",
+      " 4   market_status           17067 non-null  object             \n",
+      " 5   collateral_amount       17067 non-null  float64            \n",
+      " 6   outcome_index           17067 non-null  object             \n",
+      " 7   trade_fee_amount        17067 non-null  float64            \n",
+      " 8   outcomes_tokens_traded  17067 non-null  float64            \n",
+      " 9   current_answer          17067 non-null  int64              \n",
+      " 10  is_invalid              17067 non-null  bool               \n",
+      " 11  winning_trade           17067 non-null  bool               \n",
+      " 12  earnings                17067 non-null  float64            \n",
+      " 13  redeemed                17067 non-null  bool               \n",
+      " 14  redeemed_amount         17067 non-null  float64            \n",
+      " 15  num_mech_calls          17067 non-null  int64              \n",
+      " 16  mech_fee_amount         17067 non-null  float64            \n",
+      " 17  net_earnings            17067 non-null  float64            \n",
+      " 18  roi                     17067 non-null  float64            \n",
       "dtypes: bool(3), datetime64[ns, UTC](1), float64(8), int64(2), object(5)\n",
-      "memory usage: 2.4+ MB\n"
+      "memory usage: 2.1+ MB\n"
      ]
     }
    ],

scripts/pull_data.py

@@ -18,7 +18,7 @@ from tools import (
     update_tools_accuracy,
 )
 from profitability import run_profitability_analysis
-from utils import get_question, current_answer
+from utils import get_question, current_answer, RPC
 from get_mech_info import get_mech_info_last_60_days
 from update_tools_accuracy import compute_tools_accuracy
 import gc
@@ -47,8 +47,7 @@ def parallelize_timestamp_conversion(df: pd.DataFrame, function: callable) -> li
     return results
 
 
-def updating_timestamps(rpc: str):
-    web3 = Web3(Web3.HTTPProvider(rpc))
+def add_current_answer():
     # Get currentAnswer from FPMMS
     fpmms = pd.read_parquet(DATA_DIR / MARKETS_FILENAME)
     tools = pd.read_parquet(DATA_DIR / TOOLS_FILENAME)
@@ -60,12 +59,24 @@ def updating_timestamps(rpc: str):
 
     tools["currentAnswer"] = tools["currentAnswer"].str.replace("yes", "Yes")
     tools["currentAnswer"] = tools["currentAnswer"].str.replace("no", "No")
+    # Save the tools data after the updates on the content
+    tools.to_parquet(DATA_DIR / TOOLS_FILENAME, index=False)
+    del fpmms
+
+
+def updating_timestamps(rpc: str):
+    web3 = Web3(Web3.HTTPProvider(rpc))
+
+    tools = pd.read_parquet(DATA_DIR / TOOLS_FILENAME)
 
     # Convert block number to timestamp
     logging.info("Converting block number to timestamp")
     t_map = pickle.load(open(DATA_DIR / "t_map.pkl", "rb"))
     tools["request_time"] = tools["request_block"].map(t_map)
 
+    no_data = tools["request_time"].isna().sum()
+    logging.info(f"Total rows with no request time info = {no_data}")
+
     # Identify tools with missing request_time and fill them
     missing_time_indices = tools[tools["request_time"].isna()].index
     if not missing_time_indices.empty:
@@ -104,14 +115,13 @@ def updating_timestamps(rpc: str):
 
     # clean and release all memory
     del tools
-    del fpmms
     del t_map
     gc.collect()
 
 
 def weekly_analysis():
     """Run weekly analysis for the FPMMS project."""
-    rpc = "https://lb.nodies.app/v1/406d8dcc043f4cb3959ed7d6673d311a"
+    rpc = RPC
 
     # Run markets ETL
     logging.info("Running markets ETL")
@@ -137,8 +147,12 @@ def weekly_analysis():
         rpc=rpc,
     )
     logging.info("Profitability analysis completed")
-
-    updating_timestamps(rpc)
+    add_current_answer()
+    try:
+        updating_timestamps(rpc)
+    except Exception as e:
+        logging.error("Error while updating timestamps of tools")
+        print(e)
 
     compute_tools_accuracy()
 
@@ -147,5 +161,5 @@ def weekly_analysis():
 
 if __name__ == "__main__":
     weekly_analysis()
-    # rpc = "https://lb.nodies.app/v1/406d8dcc043f4cb3959ed7d6673d311a"
+    # rpc = RPC
     # updating_timestamps(rpc)

scripts/tools.py

@@ -166,20 +166,25 @@ def get_events(
                         )
                         break
                     sleep = SLEEP * retries
-                    if (
-                        (
-                            isinstance(exc, ValueError)
-                            and re.match(
-                                RE_RPC_FILTER_ERROR, exc.args[0].get("message", "")
-                            )
-                            is None
-                        )
-                        and not isinstance(exc, ValueError)
-                        and not isinstance(exc, MismatchedABI)
-                    ):
-                        tqdm.write(
-                            f"An error was raised from the RPC: {exc}\n Retrying in {sleep} seconds."
-                        )
+                    # error_message = ""
+                    # if isinstance(exc.args[0], str):
+                    #     error_message = exc.args[0]
+                    # elif isinstance(exc, ValueError):
+                    #     error_message = exc.args[0].get("message", "")
+                    # if (
+                    #     (
+                    #         isinstance(exc, ValueError)
+                    #         and re.match(RE_RPC_FILTER_ERROR, error_message) is None
+                    #     )
+                    #     and not isinstance(exc, ValueError)
+                    #     and not isinstance(exc, MismatchedABI)
+                    # ):
+
+                    tqdm.write(
+                        f"An error was raised from the RPC: {exc}\n Retrying in {sleep} seconds."
+                    )
+                    if hasattr(exc, "message"):
+                        tqdm.write(f"Error message: {exc.messge}\n")
                     time.sleep(sleep)
 
             from_block += batch_size
@@ -514,11 +519,16 @@ def update_tools_accuracy(
 
     print("Wins dataset")
     print(wins.head())
-    timeline = tools_non_error.groupby(["tool"])["request_time"].agg(["min", "max"])
-
-    print("timeline dataset")
-    print(timeline.head())
-    acc_info = wins.merge(timeline, how="left", on="tool")
+    no_timeline_info = False
+    try:
+        timeline = tools_non_error.groupby(["tool"])["request_time"].agg(["min", "max"])
+        print("timeline dataset")
+        print(timeline.head())
+        acc_info = wins.merge(timeline, how="left", on="tool")
+    except:
+        print("NO REQUEST TIME INFORMATION AVAILABLE")
+        no_timeline_info = True
+        acc_info = wins
 
     if tools_acc is None:
         print("Creating accuracy file for the first time")
@@ -534,8 +544,12 @@ def update_tools_accuracy(
         if tool in existing_tools:
             new_accuracy = acc_info[acc_info["tool"] == tool]["tool_accuracy"].values[0]
             new_volume = acc_info[acc_info["tool"] == tool]["total_requests"].values[0]
-            new_min_timeline = acc_info[acc_info["tool"] == tool]["min"].values[0]
-            new_max_timeline = acc_info[acc_info["tool"] == tool]["max"].values[0]
+            if no_timeline_info:
+                new_min_timeline = None
+                new_max_timeline = None
+            else:
+                new_min_timeline = acc_info[acc_info["tool"] == tool]["min"].values[0]
+                new_max_timeline = acc_info[acc_info["tool"] == tool]["max"].values[0]
             tools_acc.loc[tools_acc["tool"] == tool, "tool_accuracy"] = new_accuracy
             tools_acc.loc[tools_acc["tool"] == tool, "total_requests"] = new_volume
             tools_acc.loc[tools_acc["tool"] == tool, "min"] = new_min_timeline

scripts/utils.py

@@ -47,6 +47,7 @@ INC_TOOLS = [
 ]
 
 SUBGRAPH_API_KEY = os.environ.get("SUBGRAPH_API_KEY", None)
+RPC = os.environ.get("RPC", None)
 
 
 class MechEventName(Enum):