From 1a9d78a2f4337b5834cc317c615c694dfe4a56fe Mon Sep 17 00:00:00 2001
From: abaucher <achille.baucher@inria.fr>
Date: Fri, 4 Mar 2022 15:51:23 +0100
Subject: [PATCH] World3 class in Worl3 module

---
 examples/LimitsToGrowth03.ipynb               | 48 +++++++++----------
 pydynamo/__init__.py                          | 12 +----
 pydynamo/world2/__init__.py                   | 12 +++++
 pydynamo/world3/__init__.py                   | 24 ++--------
 pydynamo/world3/data_world3.py                | 23 +++++++++
 .../world3_class.py}                          |  9 +++-
 6 files changed, 72 insertions(+), 56 deletions(-)
 create mode 100644 pydynamo/world3/data_world3.py
 rename pydynamo/{world3_utils.py => world3/world3_class.py} (96%)

diff --git a/examples/LimitsToGrowth03.ipynb b/examples/LimitsToGrowth03.ipynb
index 44dcd1f1..8e0c6371 100644
--- a/examples/LimitsToGrowth03.ipynb
+++ b/examples/LimitsToGrowth03.ipynb
@@ -91,7 +91,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -311,7 +311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -358,7 +358,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -382,7 +382,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -426,7 +426,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -460,7 +460,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -494,7 +494,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -538,7 +538,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -568,7 +568,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -616,7 +616,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -646,7 +646,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -684,7 +684,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -716,7 +716,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -776,7 +776,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -824,7 +824,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -848,7 +848,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -881,7 +881,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -917,7 +917,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -961,7 +961,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
@@ -994,7 +994,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
@@ -1048,7 +1048,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -1074,7 +1074,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -1135,7 +1135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -1161,7 +1161,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
diff --git a/pydynamo/__init__.py b/pydynamo/__init__.py
index 320c1168..db99ea1a 100644
--- a/pydynamo/__init__.py
+++ b/pydynamo/__init__.py
@@ -7,15 +7,5 @@ from pydynamo.core.parse_system import new_cst_politic, new_table_politic, new_v
 from pydynamo.core.plot_system import *
 # import pydynamo.core.dynamo_converter
 from pydynamo.core import psdsystem
-from .world3_utils import World3
+from .world3 import World3
 
-
-
-
-def get_w2():
-    w2 = system_from_lines(w2_code)
-    w2.add_comments(w2_defs)
-    return w2
-
-def plot_w2(w2, title=''):
-    plot_system(w2, scales_w2, scales=scales_w2, title=title)
diff --git a/pydynamo/world2/__init__.py b/pydynamo/world2/__init__.py
index 05f49e50..f8b14630 100644
--- a/pydynamo/world2/__init__.py
+++ b/pydynamo/world2/__init__.py
@@ -1,6 +1,18 @@
 import json
 import os
 
+from pydynamo.core.plot_system import *
+from pydynamo.core.parse_system import new_system
+
 w2_defs = json.load(open(os.path.join(os.path.dirname(__file__),'definitions_w2.json')))
 w2_code = open(os.path.join(os.path.dirname(__file__),'code_pydynamo_w2.py')).readlines()
 scales_w2={'nr': 1e12, 'ql':2,  'ci': 20e9,'p':8e9,'polr':40}
+
+
+def get_w2():
+    w2 = system_from_lines(w2_code)
+    w2.add_comments(w2_defs)
+    return w2
+
+def plot_w2(w2, title=''):
+    plot_system(w2, scales_w2, scales=scales_w2, title=title)
diff --git a/pydynamo/world3/__init__.py b/pydynamo/world3/__init__.py
index 106e1df8..b43fec96 100644
--- a/pydynamo/world3/__init__.py
+++ b/pydynamo/world3/__init__.py
@@ -1,25 +1,11 @@
-__version__ = "0.1"
+"""
+World3 package. 
+
+"""
 
 from .plot_utils import plot_world_with_scales, plot_world_03
-from .infos import get_sectors, get_definitions
-from .infos.get_sectors import sector_color
 from .scenarios_limits_to_growth import scenarios
-import os
-import json
-
-code_file = os.path.join(os.path.dirname(__file__),'code_pydynamo_w3.py')
-
-w3_defs = json.load(open(os.path.join(os.path.dirname(__file__),'definitions_w3.json')))
-w3_code = open(code_file).readlines()
-
-var_sector, var_subsector = get_sectors.get_sectors(code_file)
-sector_vars = {sector: [] for sector in var_sector.values()}
-for var in var_sector:
-    sector_vars[var_sector[var]].append(var)
-    
-var_color = {v: sector_color[sector] for v, sector in var_sector.items()}
-
-
+from .world3_class import World3
 
 """
 code_file = 'world3/code/limits_to_growth_pydynamo_code.py'
diff --git a/pydynamo/world3/data_world3.py b/pydynamo/world3/data_world3.py
new file mode 100644
index 00000000..d554ed17
--- /dev/null
+++ b/pydynamo/world3/data_world3.py
@@ -0,0 +1,23 @@
+"""
+Data used to build world3 model.
+
+Pydynamo code, colors, definitions
+"""
+
+from .infos import get_sectors, get_definitions
+from .infos.get_sectors import sector_color
+
+import os
+import json
+
+code_file = os.path.join(os.path.dirname(__file__),'code_pydynamo_w3.py')
+
+w3_defs = json.load(open(os.path.join(os.path.dirname(__file__),'definitions_w3.json')))
+w3_code = open(code_file).readlines()
+
+var_sector, var_subsector = get_sectors.get_sectors(code_file)
+sector_vars = {sector: [] for sector in var_sector.values()}
+for var in var_sector:
+    sector_vars[var_sector[var]].append(var)
+    
+var_color = {v: sector_color[sector] for v, sector in var_sector.items()}
diff --git a/pydynamo/world3_utils.py b/pydynamo/world3/world3_class.py
similarity index 96%
rename from pydynamo/world3_utils.py
rename to pydynamo/world3/world3_class.py
index 2a34daeb..5d3b37ef 100644
--- a/pydynamo/world3_utils.py
+++ b/pydynamo/world3/world3_class.py
@@ -1,8 +1,13 @@
+"""
+Define World3 class
+
+"""
 from pydynamo.core.system import System
 from pydynamo.core.plot_system import *
 from pydynamo.core.parse_system import new_cst_politic, new_table_politic, new_var_politic,new_system, system_from_lines, system_from_fun, system_from_file
-from .world3 import w3_code, w3_defs, plot_world_03, plot_world_with_scales, var_color, scenarios
-
+from .data_world3 import w3_code, w3_defs, var_color
+from .plot_utils import plot_world_03, plot_world_with_scales
+from .scenarios_limits_to_growth import scenarios
 
 def get_w3():
     w3 = system_from_lines(w3_code)
-- 
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