feat:Add Data Processing List, Add, Delete APIs, and Dockerfile

data-processing/.gitignore

@@ -4,4 +4,6 @@ __pycache__
 
 mock_data
 
-log
+log
+
+file_handle/temp_file

data-processing/Dockerfile

@@ -0,0 +1,47 @@
+FROM python:3.10.13-slim
+
+ENV TZ=Asia/Shanghai
+
+RUN sed -i 's/deb.debian.org/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list.d/debian.sources
+
+RUN export DEBIAN_FRONTEND=noninteractive \
+    && apt-get update \
+    && apt-get install -y tzdata \
+    && ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \
+    && dpkg-reconfigure --frontend noninteractive tzdata \
+    && apt-get install -y python3-distutils curl python3-pip \
+    && apt-get install -y wget
+
+RUN wget https://github.com/explosion/spacy-models/releases/download/zh_core_web_sm-3.5.0/zh_core_web_sm-3.5.0-py3-none-any.whl -O /tmp/zh_core_web_sm-3.5.0-py3-none-any.whl \
+    && pip3 install /tmp/zh_core_web_sm-3.5.0-py3-none-any.whl -i https://pypi.org/simple \
+    && rm /tmp/zh_core_web_sm-3.5.0-py3-none-any.whl
+
+
+ENV MINIO_ACCESSKEY=minio_accesskey
+ENV MINIO_SECRETKEY=minio_secretkey
+ENV MINIO_API_URL=localhost:9000
+ENV MINIO_SECURE=False
+
+ENV ZHIPUAI_API_KEY=xxxxx
+
+ENV KNOWLEDGE_CHUNK_SIZE=500
+ENV KNOWLEDGE_CHUNK_OVERLAP=50
+
+ENV PG_HOST=localhost
+ENV PG_PORT=5432
+ENV PG_USER=postgres
+ENV PG_PASSWORD=xxxxx
+ENV PG_DATABASE=data_process
+
+EXPOSE 28888
+
+ADD . /arcadia_app/
+WORKDIR /arcadia_app
+
+RUN chmod 777 /arcadia_app/entrypoint.sh
+
+RUN pip install -r requirements.txt
+
+ENTRYPOINT ["./entrypoint.sh"]
+
+

data-processing/data_manipulation/common/config.py

@@ -21,7 +21,14 @@
 minio_secure = os.getenv('MINIO_SECURE', False)
 
 # zhipuai api_key
-zhipuai_api_key = os.getenv('ZHIPUAI_API_KEY', 'xxxxx')
+zhipuai_api_key = os.getenv('ZHIPUAI_API_KEY', 'xxxxxx')
 
 knowledge_chunk_size = os.getenv("KNOWLEDGE_CHUNK_SIZE", 500)
-knowledge_chunk_overlap = os.getenv("KNOWLEDGE_CHUNK_OVERLAP", 50)
+knowledge_chunk_overlap = os.getenv("KNOWLEDGE_CHUNK_OVERLAP", 50)
+
+# pg数据库
+pg_host = os.getenv("PG_HOST", "localhost")
+pg_port = os.getenv("PG_PORT", 5432)
+pg_user = os.getenv("PG_USER", "postgres")
+pg_password = os.getenv("PG_PASSWORD", "xxxxx")
+pg_database = os.getenv("PG_DATABASE", "data_process")

data-processing/data_manipulation/common/special_characters.py

@@ -0,0 +1,39 @@
+# Copyright 2023 KubeAGI.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import string
+
+import emoji
+
+# special characters
+MAIN_SPECIAL_CHARACTERS = string.punctuation + string.digits \
+                          + string.whitespace
+OTHER_SPECIAL_CHARACTERS = (
+    "’ “— ™ – •‘œ　   ˜ ‚ƒ„’“”–ー一▬…✦�­£​•€«»°·═"
+    "×士＾˘⇓↓↑←→（）§″′´¿−±∈¢ø‚„½¼¾¹²³―⁃，ˌ¸‹›ʺˈʻ¦‐⠀‰……‑≤≥‖"
+    "◆●■►▼▲▴∆▻¡★☆✱ːº。¯˜¥ɪ≈†上ン：∼⁄・♡✓⊕․．⋅÷１‟；،、¨ाাी्े◦˚"
+    "゜ʼ≖ʼ¤ッツシ℃√！【】‿∞➤～πه۩☛₨➩☻๑٪♥ıॽ《‘©﴿٬？▷Г♫∟™ª₪®「—❖"
+    "」﴾》"
+)
+EMOJI = list(emoji.EMOJI_DATA.keys())
+SPECIAL_CHARACTERS = set(MAIN_SPECIAL_CHARACTERS + OTHER_SPECIAL_CHARACTERS)
+SPECIAL_CHARACTERS.update(EMOJI)
+
+# various whitespaces for whitespace normalization
+# whitespaces in unicode can be found here:
+# https://en.wikipedia.org/wiki/Whitespace_character
+VARIOUS_WHITESPACES = {
+    ' ', '	', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ',
+    ' ', ' ', ' ', '　', '​', '‌', '‍', '⁠', '', '„'
+}

data-processing/data_manipulation/db/data_process_task.py

@@ -0,0 +1,207 @@
+# Copyright 2023 KubeAGI.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+###
+# 数据处理任务
+# @author: wangxinbiao
+# @date: 2023-11-21 13:57:01
+# modify history
+# ==== 2023-11-21 13:57:01 ====
+# author: wangxinbiao
+# content:
+# 1) 基本功能实现
+###
+
+import ulid
+import ujson
+
+from datetime import datetime
+from utils import pg_utils
+from sanic.response import json
+
+
+async def list_by_page(request, opt={}):
+    conn = opt['conn']
+
+    req_json = request.json
+
+    params = {
+        'keyword': '%' + req_json['keyword'] + '%',
+        'page': int(req_json['page']),
+        'pageSize': int(req_json['pageSize'])
+    }
+
+    sql = """
+        select
+          id,
+          name,
+          status,
+          pre_data_set_name,
+          pre_data_set_version,
+          post_data_set_name,
+          post_data_set_version,
+          start_datetime
+        from
+          public.data_process_task
+        where
+          name like %(keyword)s
+        limit %(pageSize)s offset %(page)s
+    """.strip()
+
+    res = await pg_utils.execute_sql(conn,sql,params)
+    return json(res)
+
+
+async def list_by_count(request, opt={}):
+    conn = opt['conn']
+
+    req_json = request.json
+
+    params = {
+        'keyword': '%' + req_json['keyword'] + '%'
+    }
+
+    sql = """
+        select
+          count(*)
+        from
+          public.data_process_task
+        where
+          name like %(keyword)s
+    """.strip()
+
+    res = await pg_utils.execute_count_sql(conn,sql,params)
+    return json(res)
+
+
+async def add(request, opt={}):
+    conn = opt['conn']
+
+    req_json = request.json
+
+    now = datetime.now()
+    user = 'admin'
+    program = '数据处理任务-新增'
+
+    params = {
+        'id': opt['id'],
+        'name': req_json['name'],
+        'file_type': req_json['file_type'],
+        'status': 'processing',
+        'pre_data_set_name': req_json['pre_data_set_name'],
+        'pre_data_set_version': req_json['pre_data_set_version'],
+        'file_names': ujson.dumps(req_json['file_names']),
+        'post_data_set_name': req_json['post_data_set_name'],
+        'post_data_set_version': req_json['post_data_set_version'],
+        'data_process_config_info': ujson.dumps(req_json['data_process_config_info']),
+        'start_datetime': now,
+        'create_datetime': now,
+        'create_user': user,
+        'create_program': program,
+        'update_datetime': now,
+        'update_user': user,
+        'update_program': program
+    }
+
+    sql = """
+        insert into public.data_process_task (
+          id,
+          name,
+          file_type,
+          status,
+          pre_data_set_name,
+          pre_data_set_version,
+          file_names,
+          post_data_set_name,
+          post_data_set_version,
+          data_process_config_info,
+          start_datetime,
+          create_datetime,
+          create_user,
+          create_program,
+          update_datetime,
+          update_user,
+          update_program
+        )
+        values (
+          %(id)s,
+          %(name)s,
+          %(file_type)s,
+          %(status)s,
+          %(pre_data_set_name)s,
+          %(pre_data_set_version)s,
+          %(file_names)s,
+          %(post_data_set_name)s,
+          %(post_data_set_version)s,
+          %(data_process_config_info)s,
+          %(start_datetime)s,
+          %(create_datetime)s,
+          %(create_program)s,
+          %(create_user)s,
+          %(update_datetime)s,
+          %(update_program)s,
+          %(update_user)s 
+        )
+    """.strip()
+
+    return await pg_utils.execute_insert_sql(conn,sql,params)
+
+
+async def delete_by_id(request, opt={}):
+    conn = opt['conn']
+
+    req_json = request.json
+
+    params = {
+        'id': req_json['id']
+    }
+
+    sql = """
+        delete from public.data_process_task 
+        where
+          id = %(id)s
+    """.strip()
+
+    res =  await pg_utils.execute_delete_sql(conn,sql,params)
+    return json(res)
+
+
+async def update_status_by_id(opt={}):
+    conn = opt['conn']
+
+    now = datetime.now()
+    user = 'admin'
+    program = '修改任务状态'
+
+    params = {
+        'id': opt['id'],
+        'status': opt['status'],
+        'update_datetime': now,
+        'update_program': program,
+        'update_user': user
+    }
+
+    sql = """
+        UPDATE public.dataset set
+          status = %(status)s
+          update_datetime = %(update_datetime)s,
+          update_program = %(update_program)s,
+          update_user = %(update_user)s
+        WHERE
+          id = %(id)s
+    """.strip()
+
+    res =  await pg_utils.execute_update_sql(conn,sql,params)
+    return json(res)

data-processing/data_manipulation/file_handle/csv_handle.py

@@ -27,6 +27,8 @@
 import logging
 import os
 
+import asyncio
+
 import pandas as pd
 import ulid
 from transform.text import clean_transform, privacy_transform