TeamAidemy · renovate · May 16, 2024 · May 16, 2024
diff --git a/.python-version b/.python-version
@@ -0,0 +1 @@
+3.11.6
diff --git a/README.md b/README.md
@@ -1 +1,11 @@
-# parse-csv-sample
+# Lab Bank CSVエクスポートデータ活用サンプル
+
+本リポジトリは[Lab Bank](https://labbank.jp/)で出力されたCSVエクスポートデータを活用するための、サンプルコードを格納しております。
+
+```
+.
+├── README.md ... 本ドキュメント
+├── export ... サンプルコード向けのダミーのエクスポートデータ
+├── libs ... pandasを簡単に扱うための関数
+└── sample.ipynb ... サンプルコード
+```
diff --git a/export/project.csv b/export/project.csv
@@ -0,0 +1,5 @@
+project.__id,project.__record_name,project.client_name,project.deadline,project.purpose,project.memo
+プロジェクト.ID,プロジェクト.プロジェクト名,プロジェクト.顧客名,プロジェクト.期限,プロジェクト.目的,プロジェクト.メモ
+text,text,text,date,text,text
+df9d5402-218b-4d0d-87f0-c486340896ea,test,test,2024/5/29,aaaaa,
+cfd451e2-8e25-4632-9890-33695f583ac6,test2,test2,2024/5/22,test2,test2
diff --git a/export/theme_b_breaking_evaluation_conditions.csv b/export/theme_b_breaking_evaluation_conditions.csv
@@ -0,0 +1,6 @@
+theme_b_breaking_evaluation_conditions.__id,theme_b_breaking_evaluation_conditions.speed,theme_b_breaking_evaluation_conditions.wet_road,theme_b_breaking_evaluation_conditions.vehicle
+制動性能評価.条件ID,制動性能評価.開始速度,制動性能評価.ウェット路面,制動性能評価.試験車両
+text,number,boolean,text
+43dcdd39-f9ed-456c-b1bc-17918e866061,60,true,10daf7c0-941a-42e9-8913-07cb65ad6e81
+e187d3b1-e610-49b3-9879-fd070b792ed3,80,true,10daf7c0-941a-42e9-8913-07cb65ad6e81
+35960a3e-5d72-482b-82ae-f8b068a65a4d,100,true,10daf7c0-941a-42e9-8913-07cb65ad6e81
diff --git a/export/theme_b_breaking_evaluation_results.csv b/export/theme_b_breaking_evaluation_results.csv
@@ -0,0 +1,33 @@
+theme_b_breaking_evaluation_results.__id,theme_b_breaking_evaluation_results.condition_id,make_form.__id,theme_b_breaking_evaluation_results.distance,theme_b_breaking_evaluation_results.duration,theme_b_breaking_evaluation_results.uneven_wear,theme_b_breaking_evaluation_results.squeal_sound,theme_b_breaking_evaluation_results.date,theme_b_breaking_evaluation_results.image
+制動性能評価.結果ID,制動性能評価.条件ID,成形.ID,制動性能評価.制動距離,制動性能評価.制動時間,制動性能評価.偏摩耗,制動性能評価.スキール音,制動性能評価.実施日,制動性能評価.参考画像
+text,text,text,number,number,boolean,number,date,number
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diff --git a/export/theme_b_carbon_black.csv b/export/theme_b_carbon_black.csv
@@ -0,0 +1,8 @@
+theme_b_carbon_black.__id,theme_b_carbon_black.name,theme_b_carbon_black.param1,theme_b_carbon_black.param2,theme_b_carbon_black.maker
+カーボンブラック.ID,カーボンブラック.名前,カーボンブラック.物性1,カーボンブラック.物性2,カーボンブラック.製造元
+text,text,number,number,text
+1c9acec0-fe04-4c11-960e-ef1c50edb503,carbon_black1,100,38,ef47e88b-c316-4503-9e62-1597778a72c0
+b29bd7a2-a6d5-4c0a-b0a0-24c6e878d681,carbon_black2,120,40,1ac9039b-ac81-4b9c-8f22-3c285adcb508
+1be837e0-a159-4e95-9cfb-f06ada79e8cc,carbon_black3,98,42,838ec269-6d25-4f14-81bd-b09e14da4ade
+c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,carbon_black4,121,39,24cbf099-108a-4ce1-a6c9-4f96e636734d
+38dbf93a-5ae1-4a70-a671-ec6533a1b2a5,carbon_black5,94.5,36,eacb7a51-9eb4-45e1-932c-72711fea02c1
diff --git a/export/theme_b_make_form.csv b/export/theme_b_make_form.csv
@@ -0,0 +1,13 @@
+theme_b_make_form.__id,dependencyDevStep.__id,theme_b_make_form.tread_width,theme_b_make_form.carcass_length
+成形.ID,前工程.ID,成形.トレッド幅,成形.カーカス長
+text,text,number,number
+3277d707-df85-4444-b3ef-10b988e005a6,2ed6f86e-9e23-4baa-ae57-33ef1817e160,225,450
+82a44f81-0f9e-43ed-8b42-3b774a5a3124,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,225,450
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+193a304b-2e7b-4b01-8bb2-6aff8ff7df5f,f56206b8-1766-4d3e-85f9-3eea07661c45,225,450
+0542caed-ebe0-47c2-8a9e-ec9dc137853c,66c2148c-df73-4896-b4b0-5e83aedb3f7a,225,450
+229d1635-2af7-4bab-9c14-c610a7cc9aaf,2ed6f86e-9e23-4baa-ae57-33ef1817e160,230,450
+5a1e704e-c53e-4b91-b7f4-74782f9bf153,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,230,450
+d9a8b647-4591-46f5-a6d5-a8d10b74c81b,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,230,450
+39109815-1f26-41d3-ad70-50201cc2c674,f56206b8-1766-4d3e-85f9-3eea07661c45,230,450
+1dd85480-95d5-4383-b998-0709e6eaf020,66c2148c-df73-4896-b4b0-5e83aedb3f7a,230,450
diff --git a/export/theme_b_maker.csv b/export/theme_b_maker.csv
@@ -0,0 +1,8 @@
+theme_b_maker.__id,theme_b_maker.name
+製造元.ID,製造元.社名
+text,text
+ef47e88b-c316-4503-9e62-1597778a72c0,Aidemy
+1ac9039b-ac81-4b9c-8f22-3c285adcb508,Bidemy
+838ec269-6d25-4f14-81bd-b09e14da4ade,Cidemy
+24cbf099-108a-4ce1-a6c9-4f96e636734d,Didemy
+eacb7a51-9eb4-45e1-932c-72711fea02c1,Eidemy
diff --git a/export/theme_b_recipe_material_amounts.csv b/export/theme_b_recipe_material_amounts.csv
@@ -0,0 +1,22 @@
+theme_b_recipe_material_amounts.__id,theme_b_recipe_material_amounts.__sub_recipe_id,theme_b_recipe_material_amounts.__master_name,theme_b_recipe_material_amounts.__master_id,theme_b_recipe_material_amounts.amount
+レシピ.ID,レシピ.サブレシピID,レシピ.材料マスタ,レシピ.材料マスタID,レシピ.分量
+text,text,text,text,text
+137bb1d9-4132-4044-9e30-1463f5967079,b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,100
+e770e3ca-6721-4b13-af09-7fc991c99110,b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,50
+f0a33669-3b15-41e4-9783-9294c33fdd1f,45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,80
+be83a8c0-5999-4362-b8de-828ab10491d6,45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,70
+3113a3ab-8c50-416f-9131-bbbc5feb3887,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,70
+67ea7357-874d-4d5f-af35-d3311773ae68,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,40
+62551a2c-c73d-411f-8b47-cfd559cff1c5,07c6f1a1-2032-40dc-9f3e-b8102915a981,theme_b_carbon_black,1be837e0-a159-4e95-9cfb-f06ada79e8cc,40
+7846d7de-588d-4f6b-8aa5-9c4e14fe36d7,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_rubber,aa610527-eb34-4430-bbc0-fb1bbfb3f27d,50
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+94521e16-662b-492f-bae3-d4ca0280a471,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_carbon_black,1be837e0-a159-4e95-9cfb-f06ada79e8cc,30
+3f8d58c5-3b99-48b6-90f3-f3189d90da98,f0c69b4b-235b-446b-ba8d-13a210cfd19d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,50
+51e1fd6b-20ff-4413-857e-1af5eb0fe1e8,f5047c36-d953-459f-b681-464fd43b2c1d,theme_b_carbon_black,c9b28d45-c80c-4bdc-b8d2-ad75fb67c403,50
+a0defa20-c751-4510-b879-99343c9a8d98,f5047c36-d953-459f-b681-464fd43b2c1d,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,100
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+0d0d1771-d0b8-47ac-989e-87ffa52147fa,09687ba8-6c96-4d74-a83d-bd875bbc73d5,theme_b_rubber,df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,30
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+671affa3-666f-4dd0-a24e-c8bd607710fb,ca89ec11-ef1f-4141-8826-9fef6ab8739d,theme_b_carbon_black,1c9acec0-fe04-4c11-960e-ef1c50edb503,15
diff --git a/export/theme_b_recipe_recipes.csv b/export/theme_b_recipe_recipes.csv
@@ -0,0 +1,8 @@
+theme_b_recipe_recipes.__id,theme_b_recipe_recipes.__recipe_name,project.__id,theme_b_recipe_recipes.temp,theme_b_recipe_recipes.additive
+レシピ.ID,レシピ.レシピ名,プロジェクト.ID,レシピ.温度,レシピ.添加剤
+text,text,text,number,boolean
+2ed6f86e-9e23-4baa-ae57-33ef1817e160,レシピ1,df9d5402-218b-4d0d-87f0-c486340896ea,150,true
+e51ee3f1-2ef9-4685-9bb1-717dedecd32a,レシピ2,df9d5402-218b-4d0d-87f0-c486340896ea,150,false
+7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,レシピ3,df9d5402-218b-4d0d-87f0-c486340896ea,200,true
+f56206b8-1766-4d3e-85f9-3eea07661c45,レシピ4,df9d5402-218b-4d0d-87f0-c486340896ea,200,false
+66c2148c-df73-4896-b4b0-5e83aedb3f7a,レシピ5,df9d5402-218b-4d0d-87f0-c486340896ea,120,true
diff --git a/export/theme_b_recipe_sub_recipes.csv b/export/theme_b_recipe_sub_recipes.csv
@@ -0,0 +1,13 @@
+theme_b_recipe_sub_recipes.__id,theme_b_recipe_recipes.__id,theme_b_recipe_sub_recipes.__name,theme_b_recipe_sub_recipes.additive
+レシピ.サブレシピID,レシピ.レシピID,レシピ.サブレシピ名,レシピ.添加剤
+text,text,text,boolean
+b12cd3a9-2b87-4aea-964a-4e64f4bdf0cc,2ed6f86e-9e23-4baa-ae57-33ef1817e160,配合ステップ1,false
+45c3aafd-d8ed-418f-8ac4-60a6bacc4e06,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,配合ステップ1,false
+07c6f1a1-2032-40dc-9f3e-b8102915a981,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,配合ステップ1,true
+f0c69b4b-235b-446b-ba8d-13a210cfd19d,f56206b8-1766-4d3e-85f9-3eea07661c45,配合ステップ1,true
+f5047c36-d953-459f-b681-464fd43b2c1d,66c2148c-df73-4896-b4b0-5e83aedb3f7a,配合ステップ1,false
+71cf5a34-ecf5-4481-828d-ab48b00ec23d,2ed6f86e-9e23-4baa-ae57-33ef1817e160,配合ステップ2,true
+a0a85502-aca2-4efa-bdac-4631b9366b35,e51ee3f1-2ef9-4685-9bb1-717dedecd32a,配合ステップ2,false
+09687ba8-6c96-4d74-a83d-bd875bbc73d5,7ffb28c8-ad14-42f2-938b-c83bc2c2eae9,配合ステップ2,true
+200a639c-4973-4f4a-ac13-b4d90870232e,f56206b8-1766-4d3e-85f9-3eea07661c45,配合ステップ2,false
+ca89ec11-ef1f-4141-8826-9fef6ab8739d,66c2148c-df73-4896-b4b0-5e83aedb3f7a,配合ステップ2,true
diff --git a/export/theme_b_rubber.csv b/export/theme_b_rubber.csv
@@ -0,0 +1,8 @@
+theme_b_rubber.__id,theme_b_rubber.name,theme_b_rubber.param1,theme_b_rubber.param2,theme_b_rubber.maker
+ゴム.ID,ゴム.名前,ゴム.物性1,ゴム.物性2,ゴム.製造元
+text,text,number,number,text
+aa610527-eb34-4430-bbc0-fb1bbfb3f27d,rubber1,50,12,ef47e88b-c316-4503-9e62-1597778a72c0
+df2225e3-67d4-4670-9dcb-5bfd0e42bc7b,rubber2,80,11.5,1ac9039b-ac81-4b9c-8f22-3c285adcb508
+00c40efd-3a6b-46fd-9d9b-89c3af0b277c,rubber3,88,22.1,838ec269-6d25-4f14-81bd-b09e14da4ade
+5c7bcbc8-9dd6-4757-b29d-c3643c07612a,rubber4,90,18.6,24cbf099-108a-4ce1-a6c9-4f96e636734d
+4f581462-34b2-40b5-9488-0de1b17ec7de,rubber5,56.3,11,eacb7a51-9eb4-45e1-932c-72711fea02c1
diff --git a/export/theme_b_vehicle.csv b/export/theme_b_vehicle.csv
@@ -0,0 +1,5 @@
+theme_b_vehicle.__id,theme_b_vehicle.name,theme_b_vehicle.weight
+試験車両.ID,試験車両.車体番号,試験車両.車体重量
+text,text,number
+b63d5516-89ad-4f19-b98d-da67d1de5d97,001,1200
+10daf7c0-941a-42e9-8913-07cb65ad6e81,002,1480
diff --git a/libs/combine.py b/libs/combine.py
@@ -0,0 +1,33 @@
+import pandas as pd
+
+
+def merge_columns_df(df: pd.DataFrame, target_keys: list[str], merged_key: str) -> pd.DataFrame:
+    """
+    target_keysで指定された列を結合し、新しくmerged_keyで指定された列を作成する。
+    同じ行の中でNaNではない値が存在する場合はそれを採用する、そのため欠損値がNaN以外の場合は動作しない。
+    複数の列でNaN以外が存在する場合は、target_keysのインデックスが小さい値が優先される。
+    また関数が実行されると、引数で渡されたdfの元の変数も書き換わる。
+
+    ex.
+    --- code ---
+    df = pd.DataFrame({
+        'a': [1, 2, 3],
+        'b': [4, NaN, 6],
+        'c': [NaN, 8, NaN]
+    })
+    merge_columns_df(df, ['b', 'c'], 'd')
+    print(df)
+
+    --- output ---
+    0  a  d
+    1  1  4
+    2  2  8
+    3  3  6
+    """
+
+    def merge_value(row: pd.Series) -> str:
+        return list(filter(lambda v: not pd.isna(v), [row[k] for k in target_keys]))[0]
+
+    df[merged_key] = df.apply(merge_value, axis=1)
+    df.drop(target_keys, axis=1, inplace=True)
+    return df
diff --git a/libs/read_csv.py b/libs/read_csv.py
@@ -0,0 +1,39 @@
+import pandas as pd
+
+
+def csv_to_df(path: str):
+    """
+    CSVデータを読み込んでpandasのDataFrameに変換する
+    """
+
+    # CSVは3行のヘッダがある
+    # 英語カラム名: CSVの中で一意、操作やクエリの実行は英語カラム名を指定
+    # 日本語カラム名: CSVの中で一意ではないため操作やクエリには使わない、表示などに使用する
+    # 型: text, number, dateなどそれぞれの値をどういった型として扱うべきかを示す
+
+    # CSVの型表記とpandasのdtype表記の対応
+    to_dtype = {
+        "number": "float",
+        "boolean": "bool",
+        "text": "object",
+        "date": "object",
+        "datetime": "object",
+    }
+    type_df = (pd.read_csv(path, header=0, na_filter=True))[1:2]
+    dtypes = {k: to_dtype[type_df[k][1]] for k in type_df.columns}
+
+    # データフレームのヘッダとして扱うのは0=1行目、以降2行(日本語カラム名、型)を読み飛ばし
+    data = pd.read_csv(path, header=0, na_filter=True).drop([0, 1])
+    return data.astype(dtypes)
+
+
+def key_to_display_name(paths: list[str]):
+    """
+    DataFrameのヘッダと表示用の日本語表記の対応を辞書型で返す
+    """
+    res = dict()
+    for p in paths:
+        df = pd.read_csv(p, header=0, na_filter=True)[0:1]
+        for k in df.columns:
+            res[k] = df[k][0]
+    return res
diff --git a/renovate.json b/renovate.json
@@ -0,0 +1,6 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": [
+    "config:recommended"
+  ]
+}
diff --git a/sample.ipynb b/sample.ipynb