From 39cd215cfdfe309152e6546f3e8e91c31c926511 Mon Sep 17 00:00:00 2001
From: unknown <npc.strider@gmail.com>
Date: Fri, 26 Feb 2021 17:45:57 +0800
Subject: [PATCH] 21w08b

---
 RESULTS/abs_freq.html        |   4 +-
 RESULTS/abs_freq.png         | Bin 269875 -> 414477 bytes
 RESULTS/rel_freq.html        |   4 +-
 RESULTS/rel_freq.png         | Bin 261976 -> 405549 bytes
 RESULTS_21w07a/abs_freq.html |  18 +++++
 RESULTS_21w07a/abs_freq.png  | Bin 0 -> 407714 bytes
 RESULTS_21w07a/rel_freq.html |  18 +++++
 RESULTS_21w07a/rel_freq.png  | Bin 0 -> 408567 bytes
 RESULTS_ALL__21w08b.json     |   1 +
 export_graph.py              |   4 +-
 graph.py                     | 132 +++++++++++++++++++++++------------
 pyanvil_read.py              |   2 +-
 12 files changed, 131 insertions(+), 52 deletions(-)
 create mode 100644 RESULTS_21w07a/abs_freq.html
 create mode 100644 RESULTS_21w07a/abs_freq.png
 create mode 100644 RESULTS_21w07a/rel_freq.html
 create mode 100644 RESULTS_21w07a/rel_freq.png
 create mode 100644 RESULTS_ALL__21w08b.json

diff --git a/RESULTS/abs_freq.html b/RESULTS/abs_freq.html
index df51729..8e6c997 100644
--- a/RESULTS/abs_freq.html
+++ b/RESULTS/abs_freq.html
@@ -6,12 +6,12 @@
 
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diff --git a/RESULTS/abs_freq.png b/RESULTS/abs_freq.png
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diff --git a/RESULTS_ALL__21w08b.json b/RESULTS_ALL__21w08b.json
new file mode 100644
index 0000000..71bbf4e
--- /dev/null
+++ b/RESULTS_ALL__21w08b.json
@@ -0,0 +1 @@
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"minecraft:water": 10}, {"minecraft:air": 4175470, "minecraft:stone": 8412, "minecraft:snow": 4668, "minecraft:dirt": 2626, "minecraft:grass_block": 1728, "minecraft:grass": 12, "minecraft:gravel": 116, "minecraft:coal_ore": 62, "minecraft:cave_air": 1170, "minecraft:oak_log": 8, "minecraft:spruce_leaves": 16, "minecraft:spruce_log": 4, "minecraft:water": 4, "minecraft:poppy": 8}, {"minecraft:air": 4180010, "minecraft:stone": 6360, "minecraft:dirt": 2048, "minecraft:grass_block": 1580, "minecraft:snow": 3106, "minecraft:grass": 8, "minecraft:gravel": 62, "minecraft:coal_ore": 86, "minecraft:cave_air": 934, "minecraft:oak_log": 8, "minecraft:spruce_log": 4, "minecraft:oak_leaves": 92, "minecraft:water": 6}, {"minecraft:air": 4182886, "minecraft:dirt": 2210, "minecraft:grass_block": 838, "minecraft:snow": 2958, "minecraft:stone": 4372, "minecraft:grass": 18, "minecraft:oak_log": 10, "minecraft:cave_air": 748, "minecraft:coal_ore": 68, "minecraft:oak_leaves": 164, "minecraft:spruce_leaves": 20, "minecraft:water": 4, "minecraft:poppy": 4, "minecraft:gravel": 4}, {"minecraft:air": 4185504, "minecraft:grass_block": 1154, "minecraft:snow": 1444, "minecraft:dirt": 1886, "minecraft:grass": 12, "minecraft:oak_leaves": 144, "minecraft:oak_log": 10, "minecraft:stone": 3506, "minecraft:cave_air": 574, "minecraft:emerald_ore": 4, "minecraft:dandelion": 28, "minecraft:gravel": 8, "minecraft:coal_ore": 22, "minecraft:spruce_leaves": 4, "minecraft:poppy": 4}, {"minecraft:air": 4187138, "minecraft:snow": 1850, "minecraft:grass_block": 1040, "minecraft:dirt": 1316, "minecraft:oak_leaves": 90, "minecraft:oak_log": 6, "minecraft:stone": 2602, "minecraft:cave_air": 240, "minecraft:grass": 12, "minecraft:gravel": 4, "minecraft:coal_ore": 6}, {"minecraft:air": 4189068, "minecraft:snow": 1616, "minecraft:grass_block": 756, "minecraft:oak_leaves": 30, "minecraft:oak_log": 2, "minecraft:dirt": 962, "minecraft:stone": 1788, "minecraft:coal_ore": 10, "minecraft:emerald_ore": 4, "minecraft:grass": 12, "minecraft:cave_air": 56}, {"minecraft:air": 4190722, "minecraft:snow": 1240, "minecraft:oak_leaves": 10, "minecraft:grass_block": 554, "minecraft:dirt": 556, "minecraft:stone": 1216, "minecraft:coal_ore": 6}, {"minecraft:air": 4191962, "minecraft:snow": 998, "minecraft:grass_block": 354, "minecraft:dirt": 348, "minecraft:stone": 642}, {"minecraft:air": 4192960, "minecraft:snow": 722, "minecraft:grass_block": 174, "minecraft:dirt": 234, "minecraft:stone": 206, "minecraft:grass": 8}, {"minecraft:air": 4193690, "minecraft:snow": 314, "minecraft:grass_block": 88, "minecraft:dirt": 156, "minecraft:stone": 48, "minecraft:grass": 8}, {"minecraft:air": 4194012, "minecraft:snow": 128, "minecraft:grass_block": 104, "minecraft:dirt": 52, "minecraft:stone": 8}, {"minecraft:air": 4194140, "minecraft:snow": 112, "minecraft:grass_block": 48, "minecraft:dirt": 4}, {"minecraft:air": 4194252, "minecraft:snow": 48, "minecraft:grass_block": 4}, {"minecraft:air": 4194300, "minecraft:snow": 4}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}, {"minecraft:air": 4194304}]
\ No newline at end of file
diff --git a/export_graph.py b/export_graph.py
index 584d69d..b252c2d 100644
--- a/export_graph.py
+++ b/export_graph.py
@@ -10,7 +10,7 @@ plot = main(style='default',
             show_bounds=False,
             linewidth=2,
             dpi=100,
-            size=[16,10])
+            size=[16,15])
 mpld3.save_html(plot[1][0], str(output_path / Path('abs_freq.html')), template_type='simple')
 mpld3.save_html(plot[1][1], str(output_path / Path('rel_freq.html')), template_type='simple')
 plt.close("all")
@@ -19,7 +19,7 @@ plot = main(style='dark_background',
             show_bounds=True,
             linewidth=0.75,
             dpi=100,
-            size=[16,10])
+            size=[16,15])
 plot[1][0].savefig(str(output_path / Path('abs_freq.png')))
 plot[1][1].savefig(str(output_path / Path('rel_freq.png')))
 plot[0].show()
diff --git a/graph.py b/graph.py
index ca2cb94..01dfda9 100644
--- a/graph.py
+++ b/graph.py
@@ -1,18 +1,32 @@
 
 import matplotlib.pyplot as plt
 from cycler import cycler
-
 from matplotlib.ticker import MultipleLocator
+
+from copy import deepcopy
 import json
 
+DATA_FILES = [
+    './RESULTS_ALL__1.16.5.json',
+    './RESULTS_ALL__21w07a.json',
+    './RESULTS_ALL__21w08b.json'
+]
 
-with open('./RESULTS_ALL__NEW_ORGEN_TEST.json', 'r') as file:
-    NEW_DATA = json.loads(file.read())
-with open('./RESULTS_ALL__OLD_ORE_GEN.json', 'r') as file:
-    OLD_DATA = json.loads(file.read())
+DATA = []
 
-def list_distribution(block, data):
-    return [ y[block] if block in y else 0 for y in data ]
+for datafile in DATA_FILES:
+    with open(datafile, 'r') as file:
+        DATA.append(json.loads(file.read()))
+
+def list_distribution(blocks, data):
+    slices = []
+    for yslice in data:
+        c = 0
+        for block in blocks.split('||'):
+            if block in yslice: c += yslice[block]
+        slices.append(c)
+    return slices   
+    # return [ y[block] if block in y else 0 for y in data ]
 
 ABSOLUTE_BLOCKS_OLD = [
     'minecraft:diamond_ore',
@@ -24,7 +38,14 @@ ABSOLUTE_BLOCKS_OLD = [
     'minecraft:coal_ore',
     # 'minecraft:lava'
 ]
-ABSOLUTE_BLOCKS_NEW = ABSOLUTE_BLOCKS_OLD+[
+ABSOLUTE_BLOCKS_NEW = [
+    'minecraft:diamond_ore||minecraft:deepslate_diamond_ore',
+    'minecraft:redstone_ore||minecraft:deepslate_redstone_ore',
+    'minecraft:emerald_ore',
+    'minecraft:gold_ore||minecraft:deepslate_gold_ore',
+    'minecraft:lapis_ore',
+    'minecraft:iron_ore||minecraft:deepslate_iron_ore',
+    'minecraft:coal_ore',
     'minecraft:copper_ore',
     'minecraft:amethyst_block',
 ]
@@ -32,13 +53,26 @@ ABSOLUTE_BLOCKS_NEW = ABSOLUTE_BLOCKS_OLD+[
 RELATIVE_BLOCKS_OLD = ABSOLUTE_BLOCKS_OLD+[ #BLOCKS to show in the relative frequency distribution.
     'minecraft:lava'
 ]
-RELATIVE_BLOCKS_NEW = RELATIVE_BLOCKS_OLD+[
-    'minecraft:copper_ore',
-    'minecraft:amethyst_block',
+RELATIVE_BLOCKS_NEW = deepcopy(ABSOLUTE_BLOCKS_NEW)
+RELATIVE_BLOCKS_NEW.insert(-2, 'minecraft:lava')
+
+ABSOLUTE_AX_PROPERTIES = [
+    {"title":"1.16.5 generation", "ylabel":r'$\Sigma ore$', "xlabel":'Elevation above void (m)'},
+    {"title":"21w07a generation", "ylabel":r'$\Sigma ore$', "xlabel":'Elevation above grimstone (m)'},
+    {"title":"21w08b generation", "ylabel":r'$\Sigma ore$', "xlabel":'Elevation above grimstone (m)'}
+]
+RELATIVE_AX_PROPERTIES = [
+    {"title":"1.16.5 generation", "ylabel":'Relative Frequency (%)', "xlabel":'Elevation above void (m)'},
+    {"title":"21w07a generation", "ylabel":'Relative Frequency (%)', "xlabel":'Elevation above grimstone (m)'},
+    {"title":"21w08b generation", "ylabel":'Relative Frequency (%)', "xlabel":'Elevation above grimstone (m)'}
 ]
 
 x = list(range(-64,321))
 
+#
+#
+#
+
 def cfg_naxis(axes):
     for axis in axes:
         axis.grid(True, color='white', linewidth=0.2, linestyle='--', which="major")
@@ -59,10 +93,11 @@ def orechunk(y):
     return y / (2*sample_r/16)**2
 def sigmaore(x):
     return x * (2*sample_r/16)**2
-def gen_maxis(axis):
-    secax = axis.secondary_yaxis('right', functions=(orechunk, sigmaore))
-    secax.minorticks_on()
-    secax.set_ylabel(r'$ore\cdot chunk\_layer^{-1}$')
+def gen_maxis(axes):
+    for axis in axes:
+        secax = axis.secondary_yaxis('right', functions=(orechunk, sigmaore))
+        secax.minorticks_on()
+        secax.set_ylabel(r'$ore\cdot chunk\_layer^{-1}$')
 
 def set_figure(fig, dpi, size):
     fig.set_dpi(100)
@@ -78,6 +113,14 @@ def plot_absolute(axis, blocks, data, padl, padu, width):
 def plot_relative(axis, blocks, data, padl, padu, width):
     [ axis.plot(x, [0 for x in range(padl[0],padl[1])]+[p/sum(tmp)*100 for p in tmp]+[0 for x in range(padu[0],padu[1])], label=ore, linewidth=width) for ore in blocks if (tmp := list_distribution(ore, data))]
 
+def set_ax_properties(axes, ax_properties):
+    i = 0
+    for ax in axes:
+        ax.set_title(ax_properties[i]['title'])
+        ax.set_xlabel(ax_properties[i]['xlabel'])
+        ax.set_ylabel(ax_properties[i]['ylabel'])
+        i += 1
+
 #   quick/hackily converted the script to a function
 def main(style, show_bounds, linewidth, dpi, size):
     plt.style.use(style)
@@ -85,48 +128,47 @@ def main(style, show_bounds, linewidth, dpi, size):
     #
     #   abs frequency.
     #
-    fig0, (ax1, ax2) = plt.subplots(2, sharex=True, sharey=True)
+    
+    fig0, axes = plt.subplots(
+            len(DATA),
+            sharex=True,
+            sharey=True
+        )
     set_figure(fig0, dpi, size)
     plt.subplots_adjust(left=0.05, right=0.95, top=0.9, bottom=0.05)
     fig0.suptitle('New ore generation - Absolute frequency - 1024*1024 area sample size')
 
-    plot_absolute(ax1, ABSOLUTE_BLOCKS_OLD, OLD_DATA, [-64, 1], [256, 320], linewidth)
-    plot_absolute(ax2, ABSOLUTE_BLOCKS_NEW, NEW_DATA, [0, 0], [0, 0], linewidth)
+    plot_absolute(axes[0], ABSOLUTE_BLOCKS_OLD, DATA[0], [-64, 1], [256, 320], linewidth)
+    _ = 1
+    for data in DATA[1:]:
+        plot_absolute(axes[_], ABSOLUTE_BLOCKS_NEW, data, [0, 0], [0, 0], linewidth)
+        _ += 1
 
-    gen_maxis(ax1)
-    gen_maxis(ax2)
-
-    if show_bounds: add_bounds(ax1)
-    ax1.set_title("1.16.5 generation")
-    ax1.set_ylabel(r'$\Sigma ore$')
-    ax1.set_xlabel('Elevation above void (m)')
-
-    ax2.set_title("21w07a generation")
-    ax2.set_ylabel(r'$\Sigma ore$')
-    ax2.set_xlabel('Elevation above grimstone (m)')
-
-    cfg_naxis([ax1, ax2])
+    gen_maxis(axes)
+    if show_bounds: add_bounds(axes[0])
+    set_ax_properties(axes, ABSOLUTE_AX_PROPERTIES)
+    cfg_naxis(axes)
 
     #
     #   Let's also show relative frequency.
     #
-    fig1, (ax1, ax2) = plt.subplots(2, sharex=True, sharey=True)
+    fig1, axes = plt.subplots(
+            len(DATA),
+            sharex=True,
+            sharey=True
+        )
     set_figure(fig1, dpi, size)
     plt.subplots_adjust(left=0.05, right=0.95, top=0.9, bottom=0.05)
     fig1.suptitle('New ore generation - Relative frequency - 1024*1024 area sample size')
 
-    plot_relative(ax1, RELATIVE_BLOCKS_OLD, OLD_DATA, [-64, 1], [256, 320], linewidth)
-    plot_relative(ax2, RELATIVE_BLOCKS_NEW, NEW_DATA, [0, 0], [0, 0], linewidth)
-
-    if show_bounds: add_bounds(ax1)
-    ax1.set_title("1.16.5 generation")
-    ax1.set_ylabel('Relative Frequency (%)')
-    ax1.set_xlabel('Elevation above void (m)')
-
-    ax2.set_title("21w07a generation")
-    ax2.set_ylabel('Relative Frequency (%)')
-    ax2.set_xlabel('Elevation above grimstone (m)')
-
-    cfg_naxis([ax1, ax2])
+    plot_relative(axes[0], RELATIVE_BLOCKS_OLD, DATA[0], [-64, 1], [256, 320], linewidth)
+    _ = 1
+    for data in DATA[1:]:
+        plot_relative(axes[_], RELATIVE_BLOCKS_NEW, data, [0, 0], [0, 0], linewidth)
+        _ += 1
+    
+    if show_bounds: add_bounds(axes[0])
+    set_ax_properties(axes, RELATIVE_AX_PROPERTIES)
+    cfg_naxis(axes)
 
     return [plt, [fig0, fig1]]
\ No newline at end of file
diff --git a/pyanvil_read.py b/pyanvil_read.py
index 6f4e1c3..39a04d2 100644
--- a/pyanvil_read.py
+++ b/pyanvil_read.py
@@ -7,7 +7,7 @@ import timeit
 TIME_START_GLOBAL = timeit.default_timer()
 
 # Load the world folder relative to the current working dir
-WORLD_NAME = 'NEW_ORGEN_TEST'
+WORLD_NAME = '21w08b'
 total_r = 512
 r = 128 # Split ops into these 'blocks' to save memory.
 block_fac = math.floor(total_r/r)