[MIRROR] Fixes silo graphing tool [MDB IGNORE] (#23747)

* Fixes silo graphing tool (#78346)

## About The Pull Request

Looks like we made some changes to the standard silo.json log files
produced on the public logs.

This fixes the silo_graph_script tool so that it works properly again.

## Why It's Good For The Game

It's good for us to host tools that are downloaded with the base code to
actually work.

## Changelog

Zero player facing changes.

## BONUS TEXT

Unrelated, but here's the silo graphing tool's output, taken on a new
sample study of 224 rounds I took the past few days!

************Grand totals************ (Total material sheets consumed
over all rounds)
iron net: 47596.13 | spent total: 103975.14 | obtained total: 151571.27
glass net: 34136.42 | spent total: 33126.63 | obtained total: 67263.05
silver net: 17185.94 | spent total: 5885.23 | obtained total: 23071.17
gold net: 14934.01 | spent total: 7654.18 | obtained total: 22588.19
uranium net: 9592.75 | spent total: 3910.68 | obtained total: 13503.43
titanium net: 16823.75 | spent total: 3483.5 | obtained total: 20307.25
bluespace crystal net: 2736.84 | spent total: 2126.68 | obtained total:
4863.52
diamond net: 4318.85 | spent total: 2211.15 | obtained total: 6530.0
plasma net: 26496.6 | spent total: 11724.65 | obtained total: 38221.25
bananium net: 729.05 | spent total: 85.95 | obtained total: 815.0
plastic net: 2823.02 | spent total: 1292.98 | obtained total: 4116.0

************AVERAGES************ (Average material sheets consumed per
round paired with their percentages utilized)
iron net: 213.44 | spent total: 466.26 | obtained total: 679.69 |
percentage spent: 68.60%
glass net: 153.08 | spent total: 148.55 | obtained total: 301.63 |
percentage spent: 49.25%
silver net: 77.07 | spent total: 26.39 | obtained total: 103.46 |
percentage spent: 25.51%
gold net: 66.97 | spent total: 34.32 | obtained total: 101.29 |
percentage spent: 33.89%
uranium net: 43.02 | spent total: 17.54 | obtained total: 60.55 |
percentage spent: 28.96%
titanium net: 75.44 | spent total: 15.62 | obtained total: 91.06 |
percentage spent: 17.15%
bluespace crystal net: 12.27 | spent total: 9.54 | obtained total: 21.81
| percentage spent: 43.73%
diamond net: 19.37 | spent total: 9.92 | obtained total: 29.28 |
percentage spent: 33.86%
plasma net: 118.82 | spent total: 52.58 | obtained total: 171.4 |
percentage spent: 30.68%
bananium net: 3.27 | spent total: 0.39 | obtained total: 3.65 |
percentage spent: 10.55%
plastic net: 12.66 | spent total: 5.8 | obtained total: 18.46 |
percentage spent: 31.41%

This is equivalent to a total of an average **117616** mineral tiles
(Assuming mean output), or **527** mineral walls mined per round.

* Fixes silo graphing tool

---------

Co-authored-by: ArcaneMusic <41715314+ArcaneMusic@users.noreply.github.com>

tools/silo_grapher/silo_graph_script.py

@@ -11,6 +11,7 @@ import os
 import matplotlib.pyplot as plt
 
 show_json_figures = False  # Set to True to show all JSON-specific figures at the end
+sheet_amount = 100 # How many units of material are a sheet worth right now?
 
 materials = {
     "iron": {"total": 0, "spent": 0, "obtained": 0},
@@ -40,11 +41,13 @@ grand_total = {
     "plastic": {"grand_total": 0, "grand_spent": 0, "grand_obtained": 0},
 }
 
-log_folder = "logs"
+log_folder = "tools\silo_grapher\logs"
 total_files = 0
 first_time_value = None
 first_time_setup = True
 
+total_ores_mined = 0
+
 for filename in os.listdir(log_folder):
     with open(os.path.join(log_folder, filename), "r") as file:
         total_files += 1
@@ -60,7 +63,7 @@ for filename in os.listdir(log_folder):
                 log = json.loads(line)
                 raw_materials = log.get("data", {}).get("raw_materials", "")
                 if first_time_setup:
-                    first_time_value = log["timestamp"]
+                    first_time_value = float(log["ts"])
                     first_time_setup = False
                 if not raw_materials:
                     continue
@@ -73,7 +76,8 @@ for filename in os.listdir(log_folder):
                     else:
                         materials[material]["obtained"] += int(quantity[1:])
                         materials[material]["total"] += int(quantity[1:])
-                    time[material].append((int(log["timestamp"]) - int(first_time_value)) / 10)
+                        total_ores_mined += int(quantity[1:])
+                    time[material].append((float(log["w-state"]["timestamp"]) - float(first_time_value)) / 10.0)
                     y[material].append(int(materials[material]["total"]))
 
             except Exception as e:
@@ -116,12 +120,18 @@ plt.show()
 
 for material, values in grand_total.items():
     if values["grand_obtained"] != 0:
-        grand_total[material]["grand_spent_percentage"] = values["grand_spent"] / values["grand_obtained"] * 100
+        grand_total[material]["grand_spent_percentage"] = values["grand_spent"] / values["grand_obtained"] * sheet_amount
     else:
         grand_total[material]["grand_spent_percentage"] = 0
 
-print("Grand totals:")
+print("************Grand totals************")
 for material, values in grand_total.items():
     print(
-        f"{material} total: {values['grand_total']} | spent total: {values['grand_spent']} | obtained total: {values['grand_obtained']} | percentage spent: {values['grand_spent_percentage']:.2f}%"
+        f"{material} net: {values['grand_total']/sheet_amount} | spent total: {values['grand_spent']/sheet_amount} | obtained total: {values['grand_obtained']/sheet_amount}"
     )
+print("************AVERAGES************")
+for material, values in grand_total.items():
+    print(
+        f"{material} net: {round(values['grand_total']/(sheet_amount*total_files), 2)} | spent total: {round(values['grand_spent']/(sheet_amount*total_files), 2)} | obtained total: {round(values['grand_obtained']/(sheet_amount*total_files), 2)} | percentage spent: {values['grand_spent_percentage'] :.2f}%"
+    )
+print(f"This is equivalent to a total of an average {int(total_ores_mined/(sheet_amount*3))} mineral tiles, or {int(total_ores_mined/(sheet_amount*3*total_files))} mineral walls per round.")