updateMktDepthL2 - IndexError: list assignment index out of range

I have started getting following errors recently. It works fine for a while and then suddenly it starts flooding the log with these:
06-21 15:06:49 - ERROR - decoder.py:166 - Error for updateMktDepthL2:
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/ib_async/decoder.py", line 164, in handler
    method(*args)
  File "/usr/local/lib/python3.11/site-packages/ib_async/wrapper.py", line 1169, in updateMktDepthL2
    dom[position] = DOMLevel(price, size, marketMaker)
    ~~~^^^^^^^^^^
IndexError: list assignment index out of range
06-21 15:06:49 - ERROR - decoder.py:166 - Error for updateMktDepthL2:
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/ib_async/decoder.py", line 164, in handler
    method(*args)
  File "/usr/local/lib/python3.11/site-packages/ib_async/wrapper.py", line 1169, in updateMktDepthL2
    dom[position] = DOMLevel(price, size, marketMaker)
    ~~~^^^^^^^^^^

Anyone else seeing these for market depth requests?

details? how was it called? what symbols were used?
You could do a quick edit of decoder.py near line 164 to also show the arguments in the error (we should also add this to the actual project for easier future debugging).
From:
                except Exception:
                    self.logger.exception(f"Error for {methodName}:")

To:
                except Exception:
                    self.logger.exception(f"Error for {methodName}({args}):")

This is how I request the market depth data:
ib.reqMktDepth(self._ib_ticker.contract, numRows=200, isSmartDepth=True)
where contract is Stock(symbol, "SMART", "USD").
The market depth works fine for hours, I'm cancelling the requests and making new ones during that time. Usually it takes hours for the error to reproduce.
I guess I'll have to start adding debug logs to the ib_async.

Is having 200 rows useful? I usually limit my depth requests to just 40 rows (and only query for about 3 seconds per usage before stopping the request). Even then only about 3 to 10 levels have usable information and the remainder is just noise.

I don't know, depends on the amount of orders and depth of the book I guess. It shouldn't hurt, I'm anyways filtering out rows too far away from the spread

I modified the function as follows:
        elif operation == 1:
            if position < len(dom):
                dom[position] = DOMLevel(price, size, marketMaker)
            else:
                self._logger.error(f"updateMktDepthL2 called with update operation with invalid position: {position}, size: {len(dom)}, reqId: {reqId}")
                dom.insert(position, DOMLevel(price, size, marketMaker))

Got following logs throughout the day:
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 0, size: 0, reqId: 17145
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 22, size: 1, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 22, size: 2, reqId: 17113
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 22, size: 3, reqId: 17145
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 22, size: 4, reqId: 17185
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 6, size: 6, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 7, size: 7, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 8, size: 8, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 9, size: 9, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 10, size: 10, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 11, size: 11, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 12, size: 12, reqId: 17084
06-24 14:23:20 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 13, size: 13, reqId: 17084
...

06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 1, size: 1, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 2, size: 2, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 3, size: 3, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 4, size: 4, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 5, size: 5, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 6, size: 6, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 7, size: 7, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 8, size: 8, reqId: 17426
06-24 17:07:07 - ERROR - wrapper.py:1172 - updateMktDepthL2 called with update operation with invalid position: 9, size: 9, reqId: 17426
...

thanks for those details!
In theory, IBKR should be returning exactly correct position updates. In practice, they are either confusing some update operations with "insert at end" or there is a synchronization problem (which then brings into question whether the existing state remains correct at all).
These updates can also fail if callers are removing elements from the domBids and domAsks directly because the API is giving users access to the internal lists used for updates.
It looks like some of the errors also happen after the depth request is canceled because I can see these after my cancel request completes. Maybe we can track down an internal race condition between confirming the cancel and the data structures going away:
ERROR: REQUESTED TO WRITE POSITION 11 WHEN ONLY HAVE 0 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 15 WHEN ONLY HAVE 1 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 16 WHEN ONLY HAVE 2 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 17 WHEN ONLY HAVE 3 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 18 WHEN ONLY HAVE 4 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 19 WHEN ONLY HAVE 5 ELEMENTS!

ERROR: REQUESTED TO WRITE POSITION 0 WHEN ONLY HAVE 0 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 1 WHEN ONLY HAVE 1 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 2 WHEN ONLY HAVE 2 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 3 WHEN ONLY HAVE 3 ELEMENTS!
ERROR: REQUESTED TO WRITE POSITION 4 WHEN ONLY HAVE 4 ELEMENTS!

For now, the best fix is what you suggested. I'll make a note to get it added eventually. The only weird problem is list.insert() doesn't add missing elements if the index is larger than the end of the list, so if a = [1, 2, 3] and we do a.insert(100, "hello") the list just becomes [1, 2, 3, "hello"] and then all the indexes are still technically broken until a full reset.
I guess the real question is: is it more accurate to just drop invalid updates to non-existing positions or attempt to make non-existing positions exist? The correct fix may actually require two checks: if the update request is to extend the list by only one element then we append a single new position, but if the request is for many elements beyond the list, we just drop the updates because our logic is clearly out of sync now.
We should also make a live debug checker for the domTicks= field because it logs all market depth updates with the (side, position) details too. The domTicks= field of in the pendingTickers event should be able to verify if the depth logic remains sequential after any failed updates.

another idea: maybe the update event isn't updating us with a sequential guarantee, but maybe it's just replicating an IBKR depth book we don't see. Perhaps they try to send an initial in-order snapshot of their depth book, then send sequential updates, but it doesn't always arrive in-order as expected.
Then the problem is just we are using the wrong data structure (just a flat list indexed by element position) for the book updates if all position updates are valid and they can just arrive in any order.
The technically correct data structure here would be a map ordered by keys where the keys are the position of the depth entry. Then any update gaps just exist naturally as missing data. To retain API compatibility, we would convert the sorted dict values back to a list for the domBids and domAsks after each update, but we'd maintain their actual positions internally (this would also mean if users modify the domBids or domAsks lists directly nothing would break either).

I was also thinking about the map approach and converting to list when needed. But as you mentioned, it would good to understand why IB is giving us updates with incorrect indices. Is it related to cancelling of the request?
Can IB update the slots out of order? If that is the case then a dict/map would be better data structure, as you said.
I haven't gotten any errors today.

it would good to understand why IB is giving us updates with incorrect indices

I think it will just be one of the unknowable mysteries of the universe. The IBKR systems aren't exactly modern or well documented, but we just have to use what we've got.
I already made the change to record depth updates a sorted map and it's working fine for me (tested by watching my account's remaining small balance I needed to live on just evaporate as the market collapses these past 5 days). I'll get it updated into a packaged release probably by the end of the day.
The update adds ticker.domAsksDict and ticker.domBidsDict if people want to access the underlying key-ordered dict directly, but ticker.domAsks and ticker.domBids will remain a list after each update too.

That's awesome, looking forward to trying it out! Have you pushed the changes somewhere?
Just came to my mind that insert operations are more costly with the map, if we use the index as a key. We would need to shift all indexes that come after the inserted one by one.

Maybe a deque would work better?

Have you pushed the changes somewhere?

Soon... I'm bundling in some of the other waiting changes and verifying everything works under my own clients before pushing untested things out.

if we use the index as a key. We would need to shift all indexes that come after the inserted one by one.

ooooh, I think I see what you're saying. The word "insert" may be confusing because I think the API is just treating "insert" as "add new value at a position that never existed before" versus the update calls of "replace index N with new value" (technically a delete + insert at previous position).
So if it were bids of {0: 4.99, 1: 2.99, 2: 3.99} we should never get "insert" for anything below 3. Any request for 0, 1, 2 would only be REPLACE or UPDATE operations.
My view of the API is the IBKR API is directly telling us "you requested 40 DOM levels, so here are 40 bids and 40 asks (if available)."  Then, over time, it just yells "UPDATE POSITION 3 to NEW PRICE" or "DELETE POSITION 39" (I think it would only delete the end elements?)
Here are some tests with added logging. The OPERATION 0 is "insert" and the OPERATION 1 is "update" and I can't get it to emit OPERATION 2 (delete) from these quick tests (after hours depth isn't much anyway)
With these big logs, we see it only runs INSERT when first populating the DOM, then it only runs UPDATE/REPLACE operations. It never deletes anything, so the insert operations are more "create something at position X" then the further operations just "update position X" instead of actually inserting-and-shifting combined with delete-and-shrink elements all the time.
tests of DOM operation requests
GOOGL (my announcer app won't stop saying GOOGLE NEW ATH all day today)
live> depth GOOGL 10
2024-06-25 13:10:59.983 | WARNING  | icli.lang:run:906 - [GOOGL] Depth not populated. Failing warm-up check 1.
2024-06-25 13:11:00.135 | WARNING  | icli.lang:run:906 - [GOOGL] Depth not populated. Failing warm-up check 2.
2024-06-25 13:11:00.288 | WARNING  | icli.lang:run:906 - [GOOGL] Depth not populated. Failing warm-up check 3.
2024-06-25 13:11:00.441 | WARNING  | icli.lang:run:906 - [GOOGL] Depth not populated. Failing warm-up check 4.
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
2024-06-25 13:11:00.598 | INFO     | icli.lang:run:1015 - GOOGL :: 1 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:00.601 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.44    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:00.626 | ERROR    | eventkit.event:emit:205 - API Error [orderId 28120] [code 2152]: Exchanges - Depth: IEX; Top: BYX; AMEX; PEARL; MEMX; OVERNIGHT; EDGEA; CHX; IBEOS; NYSENAT; PSX; LTSE; ISE; DRCTEDGE; Need additional market data permissions - Depth: NASDAQ; BATS; ARCA; BEX; NYSE;  for Stock(conId=208813719, symbol='GOOGL', exchange='SMART', primaryExchange='ISLAND', currency='USD', localSymbol='GOOGL', tradingClass='NMS')
OPERATION 1
2024-06-25 13:11:01.606 | INFO     | icli.lang:run:1015 - GOOGL :: 2 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:01.608 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:02.613 | INFO     | icli.lang:run:1015 - GOOGL :: 3 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:02.615 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:03.620 | INFO     | icli.lang:run:1015 - GOOGL :: 4 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:03.622 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:04.627 | INFO     | icli.lang:run:1015 - GOOGL :: 5 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:04.629 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:05.634 | INFO     | icli.lang:run:1015 - GOOGL :: 6 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:05.636 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:06.641 | INFO     | icli.lang:run:1015 - GOOGL :: 7 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:06.642 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:07.647 | INFO     | icli.lang:run:1015 - GOOGL :: 8 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:07.649 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.41    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
OPERATION 1
2024-06-25 13:11:08.655 | INFO     | icli.lang:run:1015 - GOOGL :: 9 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:08.657 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.45    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:09.662 | INFO     | icli.lang:run:1015 - GOOGL :: 10 of 10 :: GOOGL Grouped by Price :: Row count: 7
2024-06-25 13:11:09.663 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price size marketMaker
0    184.45    100  [DRCTEDGE]  184.56  200  [DRCTEDGE]
1    184.20    200       [CHX]  184.90  100      [MEMX]
2    183.00    100      [MEMX]  185.00  200       [CHX]
3    174.00    500       [BYX]  188.00  100      [AMEX]
4    170.37    100     [EDGEA]  188.65  100       [BYX]
sum      -1  1,000          -1      -1  800          -1
5        -1     -1          -1  193.97  100     [EDGEA]
2024-06-25 13:11:09.664 | INFO     | icli.cli:dorepl:3299 - [depth] Duration: 9.7603

AAPL
live> depth AAPL 20
2024-06-25 13:11:17.364 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 1.
2024-06-25 13:11:17.515 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 2.
2024-06-25 13:11:17.667 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 3.
2024-06-25 13:11:17.821 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 4.
2024-06-25 13:11:17.830 | ERROR    | eventkit.event:emit:205 - API Error [orderId 28122] [code 2152]: Exchanges - Depth: IEX; Top: BYX; PEARL; AMEX; MEMX; OVERNIGHT; EDGEA; CHX; IBEOS; NYSENAT; PSX; LTSE; ISE; DRCTEDGE; Need additional market data permissions - Depth: BATS; NASDAQ; ARCA; BEX; NYSE;  for Stock(conId=265598, symbol='AAPL', exchange='SMART', primaryExchange='ISLAND', currency='USD', localSymbol='AAPL', tradingClass='NMS')
2024-06-25 13:11:17.973 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 5.
2024-06-25 13:11:18.126 | WARNING  | icli.lang:run:906 - [AAPL] Depth not populated. Failing warm-up check 6.
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:11:18.282 | INFO     | icli.lang:run:1015 - AAPL :: 1 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:18.283 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.15    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.80  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:19.292 | INFO     | icli.lang:run:1015 - AAPL :: 2 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:19.293 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.15    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.80  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:20.303 | INFO     | icli.lang:run:1015 - AAPL :: 3 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:20.304 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.15    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.80  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:21.311 | INFO     | icli.lang:run:1015 - AAPL :: 4 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:21.313 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.15    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.80  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:22.319 | INFO     | icli.lang:run:1015 - AAPL :: 5 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:22.321 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.15    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:23.326 | INFO     | icli.lang:run:1015 - AAPL :: 6 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:23.328 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:24.336 | INFO     | icli.lang:run:1015 - AAPL :: 7 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:24.338 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:25.342 | INFO     | icli.lang:run:1015 - AAPL :: 8 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:25.344 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:26.353 | INFO     | icli.lang:run:1015 - AAPL :: 9 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:26.355 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:27.364 | INFO     | icli.lang:run:1015 - AAPL :: 10 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:27.366 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:28.373 | INFO     | icli.lang:run:1015 - AAPL :: 11 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:28.374 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:29.381 | INFO     | icli.lang:run:1015 - AAPL :: 12 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:29.382 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:30.388 | INFO     | icli.lang:run:1015 - AAPL :: 13 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:30.389 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.18    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:31.395 | INFO     | icli.lang:run:1015 - AAPL :: 14 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:31.396 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.28    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:32.401 | INFO     | icli.lang:run:1015 - AAPL :: 15 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:32.403 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.20    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:33.408 | INFO     | icli.lang:run:1015 - AAPL :: 16 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:33.410 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.20    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
2024-06-25 13:11:34.416 | INFO     | icli.lang:run:1015 - AAPL :: 17 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:34.418 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    100  [DRCTEDGE]  209.20    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,400          -1      -1  2,400          -1
OPERATION 1
2024-06-25 13:11:35.424 | INFO     | icli.lang:run:1015 - AAPL :: 18 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:35.426 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    200  [DRCTEDGE]  209.20    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,500          -1      -1  2,400          -1
2024-06-25 13:11:36.432 | INFO     | icli.lang:run:1015 - AAPL :: 19 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:36.434 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    200  [DRCTEDGE]  209.20    100  [DRCTEDGE]
1    208.80  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,500          -1      -1  2,400          -1
OPERATION 1
OPERATION 1
2024-06-25 13:11:37.440 | INFO     | icli.lang:run:1015 - AAPL :: 20 of 20 :: AAPL Grouped by Price :: Row count: 6
2024-06-25 13:11:37.442 | FRAME    | icli.lang:run:1015 -
       Bids                       Asks
      price   size marketMaker   price   size marketMaker
0    209.00    200  [DRCTEDGE]  209.18    100  [DRCTEDGE]
1    208.60  2,000       [CHX]  209.40    100      [MEMX]
2    208.53    100      [MEMX]  209.60  2,000       [CHX]
3    199.22    100     [EDGEA]  220.20    100     [EDGEA]
4    199.13    100       [BYX]  220.23    100       [BYX]
sum      -1  2,500          -1      -1  2,400          -1
2024-06-25 13:11:37.442 | INFO     | icli.cli:dorepl:3299 - [depth] Duration: 20.1601

AH 16:15 option
live> depth :25 20
2024-06-25 13:13:58.793 | WARNING  | icli.lang:run:906 - [SPY   241220C00600000] Depth not populated. Failing warm-up check 1.
2024-06-25 13:13:58.945 | WARNING  | icli.lang:run:906 - [SPY   241220C00600000] Depth not populated. Failing warm-up check 2.
2024-06-25 13:13:59.097 | WARNING  | icli.lang:run:906 - [SPY   241220C00600000] Depth not populated. Failing warm-up check 3.
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
2024-06-25 13:13:59.252 | INFO     | icli.lang:run:1015 - SPY :: 1 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 4
2024-06-25 13:13:59.253 | FRAME    | icli.lang:run:1015 -
     Bids                                                     Asks
    price   size                                 marketMaker price   size                            marketMaker
0    4.46    107                                      [BATS]  4.51  1,004  [BATS, CBOE, CBOE2, EDGX, MEMX, MIAX]
1    4.45    813  [CBOE, CBOE2, EDGX, MEMX, NASDAQBX, PEARL]  4.52    154                      [NASDAQBX, PEARL]
2    4.44    135                                [MIAX, PHLX]  4.53     64                                 [PHLX]
sum    -1  1,055                                          -1    -1  1,222                                     -1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:13:59.579 | ERROR    | eventkit.event:emit:205 - API Error [orderId 28127] [code 2152]: Exchanges - Depth: AMEX; PSE; ISE; NASDAQOM; Top: EDGX; BATS; PHLX; PEARL; EMERALD; CBOE2; NASDAQBX; MEMX; MIAX; CBOE; Need additional market data permissions - Depth: MERCURY; BOX; GEMINI;  for Option(conId=533954733, symbol='SPY', lastTradeDateOrContractMonth='20241220', strike=600.0, right='C', multiplier='100', exchange='SMART', currency='USD', localSymbol='SPY   241220C00600000', tradingClass='SPY')
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:00.258 | INFO     | icli.lang:run:1015 - SPY :: 2 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 26
2024-06-25 13:14:00.261 | FRAME    | icli.lang:run:1015 -
     Bids                                                                        Asks
    price   size                                                    marketMaker price   size                                          marketMaker
0    4.46    107                                                         [BATS]  4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]  4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]  4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]  4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]  4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]  5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]  5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]  6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]  6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]  6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]  6.60     11                                      [ISE, NASDAQOM]
11   2.58     11                                                         [AMEX]  6.62     11                                                [ISE]
12   2.46      1                                                         [AMEX]  6.67      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]  6.69      1                                           [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]  6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]  6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]  6.94      1                                           [NASDAQOM]
17   2.20      1                                                     [NASDAQOM]  6.99      1                                           [NASDAQOM]
18   2.10      1                                                     [NASDAQOM]  7.00      1                                           [NASDAQOM]
19   2.00      1                                                     [NASDAQOM]  7.07      1                                           [NASDAQOM]
20   1.99      1                                                     [NASDAQOM]  7.10      1                                           [NASDAQOM]
21   1.94      1                                                     [NASDAQOM]  7.94      1                                           [NASDAQOM]
22   1.73      1                                                     [NASDAQOM]  8.25      1                                           [NASDAQOM]
23   1.69      1                                                     [NASDAQOM]  8.97      1                                           [NASDAQOM]
24   0.01     17                                                     [NASDAQOM]  9.30      1                                           [NASDAQOM]
sum    -1  3,209                                                             -1    -1  3,428                                                   -1
OPERATION 2
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:01.267 | INFO     | icli.lang:run:1015 - SPY :: 3 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 27
2024-06-25 13:14:01.270 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                          marketMaker
0    4.46    107                                                         [BATS]   4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]   4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]   4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]   5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]   5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]   6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]   6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]   6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]   6.60     10                                                [ISE]
11   2.58     11                                                         [AMEX]   6.62     11                                                [ISE]
12   2.46      1                                                         [AMEX]   6.67      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.69      1                                           [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]   6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]   6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.94      1                                           [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   6.99      1                                           [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.00      1                                           [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.07      1                                           [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.10      1                                           [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   7.94      1                                           [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.25      1                                           [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   8.97      1                                           [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                   -1
24     -1     -1                                                             -1   9.30      1                                           [NASDAQOM]
25     -1     -1                                                             -1  10.00      3                                           [NASDAQOM]
2024-06-25 13:14:02.282 | INFO     | icli.lang:run:1015 - SPY :: 4 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 27
2024-06-25 13:14:02.285 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                          marketMaker
0    4.46    107                                                         [BATS]   4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]   4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]   4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]   5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]   5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]   6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]   6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]   6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]   6.60     10                                                [ISE]
11   2.58     11                                                         [AMEX]   6.62     11                                                [ISE]
12   2.46      1                                                         [AMEX]   6.67      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.69      1                                           [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]   6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]   6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.94      1                                           [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   6.99      1                                           [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.00      1                                           [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.07      1                                           [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.10      1                                           [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   7.94      1                                           [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.25      1                                           [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   8.97      1                                           [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                   -1
24     -1     -1                                                             -1   9.30      1                                           [NASDAQOM]
25     -1     -1                                                             -1  10.00      3                                           [NASDAQOM]
2024-06-25 13:14:03.295 | INFO     | icli.lang:run:1015 - SPY :: 5 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 27
2024-06-25 13:14:03.298 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                          marketMaker
0    4.46    107                                                         [BATS]   4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]   4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]   4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]   5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]   5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]   6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]   6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]   6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]   6.60     10                                                [ISE]
11   2.58     11                                                         [AMEX]   6.62     11                                                [ISE]
12   2.46      1                                                         [AMEX]   6.67      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.69      1                                           [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]   6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]   6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.94      1                                           [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   6.99      1                                           [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.00      1                                           [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.07      1                                           [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.10      1                                           [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   7.94      1                                           [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.25      1                                           [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   8.97      1                                           [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                   -1
24     -1     -1                                                             -1   9.30      1                                           [NASDAQOM]
25     -1     -1                                                             -1  10.00      3                                           [NASDAQOM]
2024-06-25 13:14:04.309 | INFO     | icli.lang:run:1015 - SPY :: 6 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 27
2024-06-25 13:14:04.312 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                          marketMaker
0    4.46    107                                                         [BATS]   4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]   4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]   4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]   5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]   5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]   6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]   6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]   6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]   6.60     10                                                [ISE]
11   2.58     11                                                         [AMEX]   6.62     11                                                [ISE]
12   2.46      1                                                         [AMEX]   6.67      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.69      1                                           [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]   6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]   6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.94      1                                           [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   6.99      1                                           [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.00      1                                           [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.07      1                                           [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.10      1                                           [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   7.94      1                                           [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.25      1                                           [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   8.97      1                                           [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                   -1
24     -1     -1                                                             -1   9.30      1                                           [NASDAQOM]
25     -1     -1                                                             -1  10.00      3                                           [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:05.322 | INFO     | icli.lang:run:1015 - SPY :: 7 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 26
2024-06-25 13:14:05.325 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                               marketMaker
0    4.46    107                                                         [BATS]   4.51  1,284  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX, PSE]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428                    [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                                    [PHLX]
3    4.28     10                                                          [ISE]   4.72    228                                               [AMEX, ISE]
4    4.24     99                                                          [PSE]   5.02  1,366                                          [AMEX, ISE, PSE]
5    4.21     79                                                         [AMEX]   5.90      1                                                     [PSE]
6    4.20    149                                                          [ISE]   6.33      1                                                     [PSE]
7    3.98      1                                                          [PSE]   6.34     11                                                    [AMEX]
8    3.90    894                                                     [ISE, PSE]   6.48      1                                                    [AMEX]
9    3.89    471                                                         [AMEX]   6.62     11                                                     [ISE]
10   2.94      2                                                [NASDAQOM, PSE]   6.67      1                                                [NASDAQOM]
11   2.58     11                                                         [AMEX]   6.69      1                                                [NASDAQOM]
12   2.46      1                                                         [AMEX]   6.72     10                                                     [ISE]
13   2.35      1                                                     [NASDAQOM]   6.73      1                                                [NASDAQOM]
14   2.28      1                                                     [NASDAQOM]   6.77     10                                                [NASDAQOM]
15   2.27     10                                                          [ISE]   6.94      1                                                [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.99      1                                                [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   7.00      1                                                [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.07      1                                                [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.10      1                                                [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.94      1                                                [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   8.25      1                                                [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.97      1                                                [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   9.30      1                                                [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                        -1
24     -1     -1                                                             -1  10.00      3                                                [NASDAQOM]
OPERATION 2
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:06.334 | INFO     | icli.lang:run:1015 - SPY :: 8 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 26
2024-06-25 13:14:06.338 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                               marketMaker
0    4.46    107                                                         [BATS]   4.51  1,284  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX, PSE]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428                    [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                                    [PHLX]
3    4.28     10                                                          [ISE]   4.72    228                                               [AMEX, ISE]
4    4.24     99                                                          [PSE]   5.02  1,366                                          [AMEX, ISE, PSE]
5    4.21     79                                                         [AMEX]   5.90      1                                                     [PSE]
6    4.20    149                                                          [ISE]   6.33      1                                                     [PSE]
7    3.98      1                                                          [PSE]   6.34     11                                                    [AMEX]
8    3.90    894                                                     [ISE, PSE]   6.48      1                                                    [AMEX]
9    3.89    471                                                         [AMEX]   6.62     11                                                     [ISE]
10   2.94      2                                                [NASDAQOM, PSE]   6.69      1                                                [NASDAQOM]
11   2.58     11                                                         [AMEX]   6.72     10                                                     [ISE]
12   2.46      1                                                         [AMEX]   6.73      1                                                [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.77     10                                                [NASDAQOM]
14   2.27     10                                                          [ISE]   6.94      1                                                [NASDAQOM]
15   2.26     10                                                     [NASDAQOM]   6.99      1                                                [NASDAQOM]
16   2.10      1                                                     [NASDAQOM]   7.00      1                                                [NASDAQOM]
17   2.00      1                                                     [NASDAQOM]   7.07      1                                                [NASDAQOM]
18   1.99      1                                                     [NASDAQOM]   7.10      1                                                [NASDAQOM]
19   1.94      1                                                     [NASDAQOM]   7.94      1                                                [NASDAQOM]
20   1.73      1                                                     [NASDAQOM]   8.25      1                                                [NASDAQOM]
21   1.69      1                                                     [NASDAQOM]   8.97      1                                                [NASDAQOM]
22   0.01     17                                                     [NASDAQOM]   9.30      1                                                [NASDAQOM]
sum    -1  3,207                                                             -1     -1  3,430                                                        -1
23     -1     -1                                                             -1  10.00      3                                                [NASDAQOM]
24     -1     -1                                                             -1  10.49      1                                                [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:07.349 | INFO     | icli.lang:run:1015 - SPY :: 9 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 27
2024-06-25 13:14:07.352 | FRAME    | icli.lang:run:1015 -
     Bids                                                                         Asks
    price   size                                                    marketMaker  price   size                                          marketMaker
0    4.46    107                                                         [BATS]   4.51  1,185  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, MIAX]
1    4.45  1,022  [CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQBX, PEARL, PSE]   4.52    428               [AMEX, NASDAQBX, NASDAQOM, PEARL, PSE]
2    4.44    317                                   [AMEX, MIAX, NASDAQOM, PHLX]   4.53     64                                               [PHLX]
3    4.28     10                                                          [ISE]   4.68     99                                                [PSE]
4    4.24     99                                                          [PSE]   4.72    228                                          [AMEX, ISE]
5    4.21     79                                                         [AMEX]   5.02  1,366                                     [AMEX, ISE, PSE]
6    4.20    149                                                          [ISE]   5.90      1                                                [PSE]
7    3.98      1                                                          [PSE]   6.33      1                                                [PSE]
8    3.90    894                                                     [ISE, PSE]   6.34     11                                               [AMEX]
9    3.89    471                                                         [AMEX]   6.48      1                                               [AMEX]
10   2.94      2                                                [NASDAQOM, PSE]   6.62     11                                                [ISE]
11   2.58     11                                                         [AMEX]   6.66      1                                           [NASDAQOM]
12   2.46      1                                                         [AMEX]   6.69      1                                           [NASDAQOM]
13   2.35      1                                                     [NASDAQOM]   6.72     10                                                [ISE]
14   2.28      1                                                     [NASDAQOM]   6.73      1                                           [NASDAQOM]
15   2.27     10                                                          [ISE]   6.77     10                                           [NASDAQOM]
16   2.26     10                                                     [NASDAQOM]   6.94      1                                           [NASDAQOM]
17   2.10      1                                                     [NASDAQOM]   6.99      1                                           [NASDAQOM]
18   2.00      1                                                     [NASDAQOM]   7.00      1                                           [NASDAQOM]
19   1.99      1                                                     [NASDAQOM]   7.07      1                                           [NASDAQOM]
20   1.94      1                                                     [NASDAQOM]   7.10      1                                           [NASDAQOM]
21   1.73      1                                                     [NASDAQOM]   7.94      1                                           [NASDAQOM]
22   1.69      1                                                     [NASDAQOM]   8.25      1                                           [NASDAQOM]
23   0.01     17                                                     [NASDAQOM]   8.97      1                                           [NASDAQOM]
sum    -1  3,208                                                             -1     -1  3,430                                                   -1
24     -1     -1                                                             -1   9.30      1                                           [NASDAQOM]
25     -1     -1                                                             -1  10.00      3                                           [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 2
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
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2024-06-25 13:14:08.364 | INFO     | icli.lang:run:1015 - SPY :: 10 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 32
2024-06-25 13:14:08.368 | FRAME    | icli.lang:run:1015 -
     Bids                                                                    Asks
    price   size                                               marketMaker  price   size        marketMaker
0    4.44    616  [BATS, CBOE, MEMX, MIAX, NASDAQBX, NASDAQOM, PEARL, PSE]   4.52      5         [NASDAQBX]
1    4.41    148                                                 [EMERALD]   4.53    262   [CBOE2, EMERALD]
2    4.40    418                                        [CBOE2, EDGX, ISE]   4.54    855  [CBOE, EDGX, ISE]
3    4.27    250                                                    [PHLX]   4.55    341             [BATS]
4    4.24     99                                                     [PSE]   4.65    250             [PHLX]
5    4.21     79                                                    [AMEX]   4.70    113              [PSE]
6    3.98      1                                                     [PSE]   4.72    227       [AMEX, MIAX]
7    3.91    423                                                     [ISE]   5.02  1,366   [AMEX, ISE, PSE]
8    3.90    471                                                     [PSE]   5.90      1              [PSE]
9    3.89    471                                                    [AMEX]   6.00      1            [PEARL]
10   2.94      2                                           [NASDAQOM, PSE]   6.33      1              [PSE]
11   2.58     11                                                    [AMEX]   6.34     11             [AMEX]
12   2.47      1                                                [NASDAQOM]   6.48      2        [AMEX, PSE]
13   2.46      1                                                    [AMEX]   6.49      1         [NASDAQOM]
14   2.28      1                                                [NASDAQOM]   6.62     11              [ISE]
15   2.27     20                                               [AMEX, ISE]   6.66      1         [NASDAQOM]
16   2.26     10                                                [NASDAQOM]   6.69      2   [AMEX, NASDAQOM]
17   2.23     11                                                     [ISE]   6.70      1             [MEMX]
18   2.10      1                                                [NASDAQOM]   6.72     10              [ISE]
19   2.00     11                                           [ISE, NASDAQOM]   6.73      1         [NASDAQOM]
20   1.99      1                                                [NASDAQOM]   6.77     20    [ISE, NASDAQOM]
21   1.94      1                                                [NASDAQOM]   6.94      1         [NASDAQOM]
22   1.73      1                                                [NASDAQOM]   6.99      1         [NASDAQOM]
23   0.01     17                                                [NASDAQOM]   7.00      1         [NASDAQOM]
sum    -1  3,065                                                        -1     -1  3,494                 -1
24     -1     -1                                                        -1   7.10      1         [NASDAQOM]
25     -1     -1                                                        -1   7.94      1         [NASDAQOM]
26     -1     -1                                                        -1   8.25      1         [NASDAQOM]
27     -1     -1                                                        -1   8.97      1         [NASDAQOM]
28     -1     -1                                                        -1   9.30      1         [NASDAQOM]
29     -1     -1                                                        -1  10.00      3         [NASDAQOM]
30     -1     -1                                                        -1  10.49      1         [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
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OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
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OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:09.373 | INFO     | icli.lang:run:1015 - SPY :: 11 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 32
2024-06-25 13:14:09.377 | FRAME    | icli.lang:run:1015 -
     Bids                                                                    Asks
    price   size                                               marketMaker  price   size              marketMaker
0    4.44    616  [BATS, CBOE, MEMX, MIAX, NASDAQBX, NASDAQOM, PEARL, PSE]   4.52      5               [NASDAQBX]
1    4.41    148                                                 [EMERALD]   4.53    262         [CBOE2, EMERALD]
2    4.40    707                                        [CBOE2, EDGX, ISE]   4.54  1,303  [CBOE, EDGX, ISE, MIAX]
3    4.27    250                                                    [PHLX]   4.55    341                   [BATS]
4    4.24     99                                                     [PSE]   4.65    250                   [PHLX]
5    4.21     79                                                    [AMEX]   4.70    113                    [PSE]
6    3.98      1                                                     [PSE]   4.72     78                   [AMEX]
7    3.91    423                                                     [ISE]   5.02  1,366         [AMEX, ISE, PSE]
8    3.90    471                                                     [PSE]   5.90      1                    [PSE]
9    3.89    471                                                    [AMEX]   6.00      1                  [PEARL]
10   3.25      1                                                [NASDAQOM]   6.33      1                    [PSE]
11   2.96      1                                                [NASDAQOM]   6.34     11                   [AMEX]
12   2.94      2                                           [NASDAQOM, PSE]   6.48      2              [AMEX, PSE]
13   2.91      1                                                [NASDAQOM]   6.62     11                    [ISE]
14   2.58     11                                                    [AMEX]   6.66      1               [NASDAQOM]
15   2.46      1                                                    [AMEX]   6.69      2         [AMEX, NASDAQOM]
16   2.28      1                                                [NASDAQOM]   6.70      1                   [MEMX]
17   2.27     20                                               [AMEX, ISE]   6.72     10                    [ISE]
18   2.26     10                                                [NASDAQOM]   6.73      1               [NASDAQOM]
19   2.23     11                                                     [ISE]   6.77     20          [ISE, NASDAQOM]
20   2.00     11                                           [ISE, NASDAQOM]   6.99      1               [NASDAQOM]
21   1.99      1                                                [NASDAQOM]   7.00      1               [NASDAQOM]
22   1.73      1                                                [NASDAQOM]   7.67      1               [NASDAQOM]
23   0.01     17                                                [NASDAQOM]   7.91      1               [NASDAQOM]
sum    -1  3,354                                                        -1     -1  3,793                       -1
24     -1     -1                                                        -1   7.94      1               [NASDAQOM]
25     -1     -1                                                        -1   7.96      1               [NASDAQOM]
26     -1     -1                                                        -1   8.25      1               [NASDAQOM]
27     -1     -1                                                        -1   8.97      1               [NASDAQOM]
28     -1     -1                                                        -1   9.30      1               [NASDAQOM]
29     -1     -1                                                        -1  10.00      3               [NASDAQOM]
30     -1     -1                                                        -1  10.49      1               [NASDAQOM]
OPERATION 2
OPERATION 1
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OPERATION 1
OPERATION 1
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OPERATION 1
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OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 0
OPERATION 1
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OPERATION 1
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OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:10.383 | INFO     | icli.lang:run:1015 - SPY :: 12 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 32
2024-06-25 13:14:10.386 | FRAME    | icli.lang:run:1015 -
     Bids                                                                    Asks
    price   size                                               marketMaker  price   size             marketMaker
0    4.44    453  [BATS, CBOE, MEMX, MIAX, NASDAQBX, NASDAQOM, PEARL, PSE]   4.52      5              [NASDAQBX]
1    4.41    148                                                 [EMERALD]   4.53    824  [CBOE, CBOE2, EMERALD]
2    4.40    707                                        [CBOE2, EDGX, ISE]   4.54    741       [EDGX, ISE, MIAX]
3    4.27    250                                                    [PHLX]   4.55    341                  [BATS]
4    4.24     99                                                     [PSE]   4.65    250                  [PHLX]
5    4.21     79                                                    [AMEX]   4.70    113                   [PSE]
6    3.98      1                                                     [PSE]   4.72     78                  [AMEX]
7    3.91    423                                                     [ISE]   5.02  1,366        [AMEX, ISE, PSE]
8    3.90    471                                                     [PSE]   5.90      1                   [PSE]
9    3.89    471                                                    [AMEX]   6.00      1                 [PEARL]
10   3.29      1                                                [NASDAQOM]   6.33      1                   [PSE]
11   2.94      2                                           [NASDAQOM, PSE]   6.34     11                  [AMEX]
12   2.91      1                                                [NASDAQOM]   6.48      2             [AMEX, PSE]
13   2.58     11                                                    [AMEX]   6.62     11                   [ISE]
14   2.46      1                                                    [AMEX]   6.66      1              [NASDAQOM]
15   2.30      1                                                [NASDAQOM]   6.69      2        [AMEX, NASDAQOM]
16   2.28      1                                                [NASDAQOM]   6.70      1                  [MEMX]
17   2.27     20                                               [AMEX, ISE]   6.72     10                   [ISE]
18   2.26     10                                                [NASDAQOM]   6.73      1              [NASDAQOM]
19   2.23     11                                                     [ISE]   6.77     20         [ISE, NASDAQOM]
20   2.00     11                                           [ISE, NASDAQOM]   6.99      1              [NASDAQOM]
21   1.99      1                                                [NASDAQOM]   7.00      1              [NASDAQOM]
22   1.73      1                                                [NASDAQOM]   7.30      1              [NASDAQOM]
23   0.01     17                                                [NASDAQOM]   7.75      1              [NASDAQOM]
sum    -1  3,191                                                        -1     -1  3,793                      -1
24     -1     -1                                                        -1   7.91      1              [NASDAQOM]
25     -1     -1                                                        -1   7.94      1              [NASDAQOM]
26     -1     -1                                                        -1   8.25      1              [NASDAQOM]
27     -1     -1                                                        -1   8.97      1              [NASDAQOM]
28     -1     -1                                                        -1   9.30      1              [NASDAQOM]
29     -1     -1                                                        -1  10.00      3              [NASDAQOM]
30     -1     -1                                                        -1  10.49      1              [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:11.392 | INFO     | icli.lang:run:1015 - SPY :: 13 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 32
2024-06-25 13:14:11.396 | FRAME    | icli.lang:run:1015 -
     Bids                                                                    Asks
    price   size                                               marketMaker  price   size             marketMaker
0    4.44    490  [BATS, CBOE, MEMX, MIAX, NASDAQBX, NASDAQOM, PEARL, PSE]   4.52      5              [NASDAQBX]
1    4.41    148                                                 [EMERALD]   4.53    824  [CBOE, CBOE2, EMERALD]
2    4.40    707                                        [CBOE2, EDGX, ISE]   4.54    741       [EDGX, ISE, MIAX]
3    4.27    250                                                    [PHLX]   4.55    341                  [BATS]
4    4.24     99                                                     [PSE]   4.65    250                  [PHLX]
5    4.21     79                                                    [AMEX]   4.70    113                   [PSE]
6    3.98      1                                                     [PSE]   4.72     78                  [AMEX]
7    3.91    423                                                     [ISE]   5.02  1,366        [AMEX, ISE, PSE]
8    3.90    471                                                     [PSE]   5.90      1                   [PSE]
9    3.89    471                                                    [AMEX]   6.00      1                 [PEARL]
10   3.29      1                                                [NASDAQOM]   6.33      1                   [PSE]
11   3.05      1                                                [NASDAQOM]   6.34     11                  [AMEX]
12   2.94      2                                           [NASDAQOM, PSE]   6.48      2             [AMEX, PSE]
13   2.91      1                                                [NASDAQOM]   6.62     11                   [ISE]
14   2.58     11                                                    [AMEX]   6.66      1              [NASDAQOM]
15   2.46      1                                                    [AMEX]   6.69      2        [AMEX, NASDAQOM]
16   2.28      1                                                [NASDAQOM]   6.70      1                  [MEMX]
17   2.27     20                                               [AMEX, ISE]   6.72     10                   [ISE]
18   2.26     10                                                [NASDAQOM]   6.73      1              [NASDAQOM]
19   2.23     11                                                     [ISE]   6.77     20         [ISE, NASDAQOM]
20   2.00     11                                           [ISE, NASDAQOM]   6.99      1              [NASDAQOM]
21   1.99      1                                                [NASDAQOM]   7.00      1              [NASDAQOM]
22   1.73      1                                                [NASDAQOM]   7.75      1              [NASDAQOM]
23   0.01     17                                                [NASDAQOM]   7.91      1              [NASDAQOM]
sum    -1  3,228                                                        -1     -1  3,793                      -1
24     -1     -1                                                        -1   7.94      1              [NASDAQOM]
25     -1     -1                                                        -1   8.05      1              [NASDAQOM]
26     -1     -1                                                        -1   8.25      1              [NASDAQOM]
27     -1     -1                                                        -1   8.97      1              [NASDAQOM]
28     -1     -1                                                        -1   9.30      1              [NASDAQOM]
29     -1     -1                                                        -1  10.00      3              [NASDAQOM]
30     -1     -1                                                        -1  10.49      1              [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 0
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:12.401 | INFO     | icli.lang:run:1015 - SPY :: 14 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 28
2024-06-25 13:14:12.405 | FRAME    | icli.lang:run:1015 -
     Bids                                                                        Asks
    price   size                                                   marketMaker  price   size                         marketMaker
0    4.45    691  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQOM, PSE]   4.51    683   [BATS, CBOE2, EMERALD, ISE, MEMX]
1    4.44    337                                 [AMEX, MIAX, NASDAQBX, PEARL]   4.52    374  [CBOE, EDGX, NASDAQBX, PEARL, PSE]
2    4.43    135                                              [NASDAQOM, PHLX]   4.53    317        [AMEX, MIAX, NASDAQOM, PHLX]
3    4.40     76                                                         [ISE]   4.54     76                               [ISE]
4    4.24     99                                                         [PSE]   4.70    113                               [PSE]
5    4.21    227                                                   [AMEX, ISE]   4.72     78                              [AMEX]
6    3.98      1                                                         [PSE]   4.74    148                               [ISE]
7    3.91    423                                                         [ISE]   5.02  1,366                    [AMEX, ISE, PSE]
8    3.90    471                                                         [PSE]   5.90      1                               [PSE]
9    3.89    471                                                        [AMEX]   6.33      1                               [PSE]
10   3.29      1                                                    [NASDAQOM]   6.34     11                              [AMEX]
11   3.05      1                                                    [NASDAQOM]   6.48      1                              [AMEX]
12   2.94      2                                               [NASDAQOM, PSE]   6.62     11                               [ISE]
13   2.91      1                                                    [NASDAQOM]   6.66      1                          [NASDAQOM]
14   2.58     11                                                        [AMEX]   6.69      1                          [NASDAQOM]
15   2.46      1                                                        [AMEX]   6.73      1                          [NASDAQOM]
16   2.28      1                                                    [NASDAQOM]   6.77     10                          [NASDAQOM]
17   2.27     10                                                         [ISE]   6.99      1                          [NASDAQOM]
18   2.26     10                                                    [NASDAQOM]   7.00      1                          [NASDAQOM]
19   2.00      1                                                    [NASDAQOM]   7.31      1                          [NASDAQOM]
20   1.99      1                                                    [NASDAQOM]   7.75      1                          [NASDAQOM]
21   1.73      1                                                    [NASDAQOM]   7.94      1                          [NASDAQOM]
22   0.01     17                                                    [NASDAQOM]   8.05      1                          [NASDAQOM]
sum    -1  2,989                                                            -1     -1  3,205                                  -1
23     -1     -1                                                            -1   8.25      1                          [NASDAQOM]
24     -1     -1                                                            -1   8.97      1                          [NASDAQOM]
25     -1     -1                                                            -1   9.30      1                          [NASDAQOM]
26     -1     -1                                                            -1  10.00      3                          [NASDAQOM]
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 2
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
OPERATION 1
2024-06-25 13:14:13.410 | INFO     | icli.lang:run:1015 - SPY :: 15 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 28
2024-06-25 13:14:13.413 | FRAME    | icli.lang:run:1015 -
     Bids                                                                        Asks
    price   size                                                   marketMaker  price   size                              marketMaker
0    4.45  1,071  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQOM, PSE]   4.51    867  [BATS, CBOE2, EMERALD, ISE, MEMX, MIAX]
1    4.44    407                       [AMEX, MIAX, NASDAQBX, NASDAQOM, PEARL]   4.52    564       [CBOE, EDGX, NASDAQBX, PEARL, PSE]
2    4.43     64                                                        [PHLX]   4.53    246                   [AMEX, NASDAQOM, PHLX]
3    4.27     10                                                         [ISE]   4.70     99                                    [PSE]
4    4.24     99                                                         [PSE]   4.72     78                                   [AMEX]
5    4.21    227                                                   [AMEX, ISE]   4.74    148                                    [ISE]
6    3.98      1                                                         [PSE]   5.02  1,366                         [AMEX, ISE, PSE]
7    3.91    423                                                         [ISE]   5.90      1                                    [PSE]
8    3.90    471                                                         [PSE]   6.33      1                                    [PSE]
9    3.89    471                                                        [AMEX]   6.34     11                                   [AMEX]
10   3.29      1                                                    [NASDAQOM]   6.48      1                                   [AMEX]
11   2.94      2                                               [NASDAQOM, PSE]   6.62     11                                    [ISE]
12   2.91      1                                                    [NASDAQOM]   6.66      1                               [NASDAQOM]
13   2.58     11                                                        [AMEX]   6.69      1                               [NASDAQOM]
14   2.46      1                                                        [AMEX]   6.72     10                                    [ISE]
15   2.28      1                                                    [NASDAQOM]   6.73      1                               [NASDAQOM]
16   2.27     10                                                         [ISE]   6.77     10                               [NASDAQOM]
17   2.26     10                                                    [NASDAQOM]   6.99      2                               [NASDAQOM]
18   2.00      1                                                    [NASDAQOM]   7.00      1                               [NASDAQOM]
19   1.99      2                                                    [NASDAQOM]   7.31      1                               [NASDAQOM]
20   1.73      1                                                    [NASDAQOM]   7.75      1                               [NASDAQOM]
21   0.01     17                                                    [NASDAQOM]   7.94      1                               [NASDAQOM]
sum    -1  3,302                                                            -1     -1  3,429                                       -1
22     -1     -1                                                            -1   8.25      1                               [NASDAQOM]
23     -1     -1                                                            -1   8.97      1                               [NASDAQOM]
24     -1     -1                                                            -1   9.30      1                               [NASDAQOM]
25     -1     -1                                                            -1  10.00      3                               [NASDAQOM]
26     -1     -1                                                            -1  10.49      1                               [NASDAQOM]
2024-06-25 13:14:14.418 | INFO     | icli.lang:run:1015 - SPY :: 16 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 28
2024-06-25 13:14:14.421 | FRAME    | icli.lang:run:1015 -
     Bids                                                                        Asks
    price   size                                                   marketMaker  price   size                              marketMaker
0    4.45  1,071  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQOM, PSE]   4.51    867  [BATS, CBOE2, EMERALD, ISE, MEMX, MIAX]
1    4.44    407                       [AMEX, MIAX, NASDAQBX, NASDAQOM, PEARL]   4.52    564       [CBOE, EDGX, NASDAQBX, PEARL, PSE]
2    4.43     64                                                        [PHLX]   4.53    246                   [AMEX, NASDAQOM, PHLX]
3    4.27     10                                                         [ISE]   4.70     99                                    [PSE]
4    4.24     99                                                         [PSE]   4.72     78                                   [AMEX]
5    4.21    227                                                   [AMEX, ISE]   4.74    148                                    [ISE]
6    3.98      1                                                         [PSE]   5.02  1,366                         [AMEX, ISE, PSE]
7    3.91    423                                                         [ISE]   5.90      1                                    [PSE]
8    3.90    471                                                         [PSE]   6.33      1                                    [PSE]
9    3.89    471                                                        [AMEX]   6.34     11                                   [AMEX]
10   3.29      1                                                    [NASDAQOM]   6.48      1                                   [AMEX]
11   2.94      2                                               [NASDAQOM, PSE]   6.62     11                                    [ISE]
12   2.91      1                                                    [NASDAQOM]   6.66      1                               [NASDAQOM]
13   2.58     11                                                        [AMEX]   6.69      1                               [NASDAQOM]
14   2.46      1                                                        [AMEX]   6.72     10                                    [ISE]
15   2.28      1                                                    [NASDAQOM]   6.73      1                               [NASDAQOM]
16   2.27     10                                                         [ISE]   6.77     10                               [NASDAQOM]
17   2.26     10                                                    [NASDAQOM]   6.99      2                               [NASDAQOM]
18   2.00      1                                                    [NASDAQOM]   7.00      1                               [NASDAQOM]
19   1.99      2                                                    [NASDAQOM]   7.31      1                               [NASDAQOM]
20   1.73      1                                                    [NASDAQOM]   7.75      1                               [NASDAQOM]
21   0.01     17                                                    [NASDAQOM]   7.94      1                               [NASDAQOM]
sum    -1  3,302                                                            -1     -1  3,429                                       -1
22     -1     -1                                                            -1   8.25      1                               [NASDAQOM]
23     -1     -1                                                            -1   8.97      1                               [NASDAQOM]
24     -1     -1                                                            -1   9.30      1                               [NASDAQOM]
25     -1     -1                                                            -1  10.00      3                               [NASDAQOM]
26     -1     -1                                                            -1  10.49      1                               [NASDAQOM]
2024-06-25 13:14:15.427 | INFO     | icli.lang:run:1015 - SPY :: 17 of 20 :: SPY   241220C00600000 Grouped by Price :: Row count: 28
2024-06-25 13:14:15.430 | FRAME    | icli.lang:run:1015 -
     Bids                                                                        Asks
    price   size                                                   marketMaker  price   size                              marketMaker
0    4.45  1,071  [BATS, CBOE, CBOE2, EDGX, EMERALD, ISE, MEMX, NASDAQOM, PSE]   4.51    867  [BATS, CBOE2, EMERALD, ISE, MEMX, MIAX]
1    4.44    407                       [AMEX, MIAX, NASDAQBX, NASDAQOM, PEARL]   4.52    564       [CBOE, EDGX, NASDAQBX, PEARL, PSE]
2    4.43     64                                                        [PHLX]   4.53    246                   [AMEX, NASDAQOM, PHLX]
3    4.27     10                                                         [ISE]   4.70     99                                    [PSE]
4    4.24     99                                                         [PSE]   4.72     78                                   [AMEX]
5    4.21    227                                                   [AMEX, ISE]   4.74    148                                    [ISE]
6    3.98      1                                                         [PSE]   5.02  1,366                         [AMEX, ISE, PSE]
7    3.91    423                                                         [ISE]   5.90      1                                    [PSE]
8    3.90    471                                                         [PSE]   6.33      1                                    [PSE]
9    3.89    471                                                        [AMEX]   6.34     11                                   [AMEX]
10   3.29      1                                                    [NASDAQOM]   6.48      1                                   [AMEX]
11   2.94      2                                               [NASDAQOM, PSE]   6.62     11                                    [ISE]
12   2.91      1                                                    [NASDAQOM]   6.66      1                               [NASDAQOM]
13   2.58     11                                                        [AMEX]   6.69      1                               [NASDAQOM]
14   2.46      1                                                        [AMEX]   6.72     10                                    [ISE]
15   2.28      1                                                    [NASDAQOM]   6.73      1                               [NASDAQOM]
16   2.27     10                                                         [ISE]   6.77     10                               [NASDAQOM]
17   2.26     10                                                    [NASDAQOM]   6.99      2                               [NASDAQOM]
18   2.00      1                                                    [NASDAQOM]   7.00      1                               [NASDAQOM]
19   1.99      2                                                    [NASDAQOM]   7.31      1                               [NASDAQOM]
20   1.73      1                                                    [NASDAQOM]   7.75      1                               [NASDAQOM]
21   0.01     17                                                    [NASDAQOM]   7.94      1                               [NASDAQOM]
sum    -1  3,302                                                            -1     -1  3,429                                       -1