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tap_elasticsearch
Commit 2721f15e authored by Felipe Andrade's avatar Felipe Andrade
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      ### Python template
      # Byte-compiled / optimized / DLL files
      __pycache__/
      *.py[cod]
      *$py.class
      # C extensions
      *.so
      # Distribution / packaging
      .Python
      env/
      build/
      develop-eggs/
      dist/
      downloads/
      eggs/
      .eggs/
      lib/
      lib64/
      parts/
      sdist/
      var/
      wheels/
      *.egg-info/
      .installed.cfg
      *.egg
      # PyInstaller
      # Usually these files are written by a python script from a template
      # before PyInstaller builds the exe, so as to inject date/other infos into it.
      *.manifest
      *.spec
      # Installer logs
      pip-log.txt
      pip-delete-this-directory.txt
      # Unit test / coverage reports
      htmlcov/
      .tox/
      .coverage
      .coverage.*
      .cache
      nosetests.xml
      coverage.xml
      *.cover
      .hypothesis/
      # Translations
      *.mo
      *.pot
      # Sphinx documentation
      docs/_build/
      # Jetbrain's IDEA
      .idea/
      # PyBuilder
      target/
      # Jupyter Notebook
      .ipynb_checkpoints
      # pyenv
      .python-version
      # celery beat schedule file
      celerybeat-schedule
      # SageMath parsed files
      *.sage.py
      # dotenv
      .env
      .env-target
      # virtualenv
      .venv
      venv/
      ENV/
      # Spyder project settings
      .spyderproject
      .spyproject
      # Rope project settings
      .ropeproject
      # mkdocs documentation
      /site
      # mypy
      .mypy_cache/
      config-stitch.json
      .vscode/settings.json 0 → 100644
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      {
      "python.pythonPath": "/home/felipe/Documents/testes/tap-elasticsearch/env/bin/python3.6"
      }
      \ No newline at end of file
      LICENSE.md 0 → 100644
      View file @ 2721f15e
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      HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
      OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
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      16. Limitation of Liability.
      IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
      WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
      THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
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      EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
      SUCH DAMAGES.
      17. Interpretation of Sections 15 and 16.
      If the disclaimer of warranty and limitation of liability provided
      above cannot be given local legal effect according to their terms,
      reviewing courts shall apply local law that most closely approximates
      an absolute waiver of all civil liability in connection with the
      Program, unless a warranty or assumption of liability accompanies a
      copy of the Program in return for a fee.
      END OF TERMS AND CONDITIONS
      How to Apply These Terms to Your New Programs
      If you develop a new program, and you want it to be of the greatest
      possible use to the public, the best way to achieve this is to make it
      free software which everyone can redistribute and change under these terms.
      To do so, attach the following notices to the program. It is safest
      to attach them to the start of each source file to most effectively
      state the exclusion of warranty; and each file should have at least
      the "copyright" line and a pointer to where the full notice is found.
      <one line to give the program's name and a brief idea of what it does.>
      Copyright (C) <year> <name of author>
      This program is free software: you can redistribute it and/or modify
      it under the terms of the GNU General Public License as published by
      the Free Software Foundation, either version 3 of the License, or
      (at your option) any later version.
      This program is distributed in the hope that it will be useful,
      but WITHOUT ANY WARRANTY; without even the implied warranty of
      MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
      GNU General Public License for more details.
      You should have received a copy of the GNU General Public License
      along with this program. If not, see <http://www.gnu.org/licenses/>.
      Also add information on how to contact you by electronic and paper mail.
      If the program does terminal interaction, make it output a short
      notice like this when it starts in an interactive mode:
      <program> Copyright (C) <year> <name of author>
      This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
      This is free software, and you are welcome to redistribute it
      under certain conditions; type `show c' for details.
      The hypothetical commands `show w' and `show c' should show the appropriate
      parts of the General Public License. Of course, your program's commands
      might be different; for a GUI interface, you would use an "about box".
      You should also get your employer (if you work as a programmer) or school,
      if any, to sign a "copyright disclaimer" for the program, if necessary.
      For more information on this, and how to apply and follow the GNU GPL, see
      <http://www.gnu.org/licenses/>.
      The GNU General Public License does not permit incorporating your program
      into proprietary programs. If your program is a subroutine library, you
      may consider it more useful to permit linking proprietary applications with
      the library. If this is what you want to do, use the GNU Lesser General
      Public License instead of this License. But first, please read
      <http://www.gnu.org/philosophy/why-not-lgpl.html>.
      Makefile 0 → 100644
      View file @ 2721f15e
      .DEFAULT_GOAL := test
      install:
      python3 -m pip install -e '.[dev]'
      README.md 0 → 100644
      View file @ 2721f15e
      # tap-elasticsearch
      This is a [Singer](https://singer.io) tap that produces JSON-formatted data following the [Singer spec](https://github.com/singer-io/getting-started/blob/master/SPEC.md).
      This tap:
      - Pulls raw data from a Elasticsearch Server
      - Outputs the schema for each resource
      - Incrementally pulls data based on the input state
      ---
      Copyright &copy; 2018 Armando Miani
      setup.py 0 → 100644
      View file @ 2721f15e
      from setuptools import setup, find_packages
      setup(
      name="tap-elasticsearch",
      version="0.0.2",
      description="Singer.io tap for extracting data from Elasticsearch",
      author="Armando Miani",
      author_email="armando.miani@gmail.com",
      url="http://singer.io",
      classifiers=["Programming Language :: Python :: 3 :: Only"],
      py_modules=["tap_elasticsearch"],
      install_requires=[
      'singer-python',
      'requests',
      'strconv',
      'elasticsearch'
      ],
      entry_points="""
      [console_scripts]
      tap-elasticsearch=tap_elasticsearch:main
      """,
      packages=find_packages(),
      include_package_data=True
      )
      stitchconfig.json 0 → 100644
      View file @ 2721f15e
      {
      "client_id" : 103525,
      "token" : "9b662c4cfabf49d905e4f2a68e9d30109c156e98213f42ef8ce8eec138a1a623"
      }
      tap_elasticsearch/LICENSE.md 0 → 100644
      View file @ 2721f15e
      GNU GENERAL PUBLIC LICENSE
      Version 3, 29 June 2007
      Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
      Everyone is permitted to copy and distribute verbatim copies
      of this license document, but changing it is not allowed.
      Preamble
      The GNU General Public License is a free, copyleft license for
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      it under the terms of the GNU General Public License as published by
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      but WITHOUT ANY WARRANTY; without even the implied warranty of
      MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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      under certain conditions; type `show c' for details.
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      into proprietary programs. If your program is a subroutine library, you
      may consider it more useful to permit linking proprietary applications with
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      <http://www.gnu.org/philosophy/why-not-lgpl.html>.
      tap_elasticsearch/__init__.py 0 → 100644
      View file @ 2721f15e
      from datetime import datetime, timezone
      import singer
      from .args import parse_args
      from .es_util import (
      get_schemas,
      search_rows,
      scroll
      )
      from .bypass import names
      logger = singer.get_logger()
      now = datetime.now(timezone.utc).isoformat()
      default_page_size = 1000
      schemas = None
      def main():
      params = parse_args()
      schemas = get_schemas(params)
      for s in schemas:
      columns = schemas[s]['columns']
      logger.info('Schema: {}'.format(s))
      logger.info('{} Columns:'.format(len(columns)))
      logger.info('-' * 30)
      __export_schema(s, columns)
      __export_data(params, s, columns)
      def __export_schema(s, columns):
      logger.info('Exporting Schema...')
      properties = {'id': {'type': 'string', 'key': True}}
      for c in columns:
      properties[c['column']] = {
      'type': c['type']
      }
      singer.write_schema(s, {'properties': properties}, key_properties="id")
      def __export_data(params, s, columns):
      start_from = 0
      logger.info('Fetching first page...')
      logger.info('Starting at: {}'.format(start_from))
      result, scroll_id = search_rows(
      params, doc_type=s, start_from=start_from, size=default_page_size)
      total_rows_found = int(result['hits']['total'])
      page_data = result['hits']['hits']
      page_rows = len(page_data)
      __export_page(s, page_data)
      logger.info('Total rows found: {}'.format(total_rows_found))
      logger.info('Rows in this page: {}'.format(page_rows))
      while page_rows == default_page_size:
      start_from += page_rows
      result = scroll(params, scroll_id)
      page_data = result['hits']['hits']
      page_rows = len(page_data)
      __export_page(s, page_data)
      percent_completed = (start_from / total_rows_found) * 100
      logger.info('{}% completed - {} of {}'.format(
      percent_completed, start_from, total_rows_found))
      def __export_page(s, page_rows):
      rows = []
      [rows.append(__combine_row(r)) for r in page_rows]
      singer.write_records(s, rows)
      def __combine_row(r):
      row = r['_source']
      row['id'] = r['_id']
      for bc in names['force_types']:
      if bc not in row:
      continue
      target_type = type(row[bc])
      if target_type is dict:
      row[bc] = [row[bc]]
      return row
      tap_elasticsearch/args.py 0 → 100644
      View file @ 2721f15e
      import sys
      import getopt
      def parse_args():
      opts, args = getopt.getopt(sys.argv[1:], 'h:i:')
      params = {}
      for k, v in opts:
      params[k] = v
      return params
      tap_elasticsearch/bypass.py 0 → 100644
      View file @ 2721f15e
      names = {
      'force_types': {
      'contrato_fiador': 'array',
      'contrato_proprietarios': 'array',
      'imovel_proprietarios': 'array',
      'contrato_inquilino': 'array',
      'contrato_cobrancas': 'array'
      }
      }
      tap_elasticsearch/es_util.py 0 → 100644
      View file @ 2721f15e
      import singer
      from elasticsearch.client import Elasticsearch
      from elasticsearch.exceptions import NotFoundError
      logger = singer.get_logger()
      conn = {}
      scroll_time = '1d'
      def get_connection(es_params):
      if 'es' not in conn:
      conn['es'] = Elasticsearch([es_params['-h']], verify_certs=True)
      return conn['es']
      def get_schemas(es_params):
      mappings = get_mappings(es_params)
      if not mappings:
      raise Exception('Index not Found.')
      result = {}
      for m in mappings[es_params['-i']]['mappings']:
      columns = get_columns(
      mappings[es_params['-i']]['mappings'][m]['properties'])
      result[m] = {
      'columns': columns
      }
      return result
      def get_columns(columns):
      from .bypass import names
      result = []
      for cn in columns:
      if 'type' not in columns[cn]:
      subcolumns = get_columns(columns[cn]['properties'])
      special_datatype = 'object'
      if cn in names['force_types']:
      special_datatype = 'array'
      result.append({
      'column': cn,
      'type': special_datatype,
      'columns': subcolumns
      })
      else:
      result.append({
      'column': cn,
      'type': __convert_datatype(columns[cn]['type'])
      })
      return result
      def get_mappings(es_params):
      es = get_connection(es_params)
      try:
      return es.indices.get(es_params['-i'])
      except NotFoundError as e:
      logger.warn('Index {} not found.'.format(es_params['-i']))
      return None
      def search_rows(es_params, doc_type, start_from, size):
      es = get_connection(es_params)
      result = es.search(
      index=es_params['-i'],
      doc_type=doc_type,
      from_=start_from,
      size=size,
      scroll='1d')
      return result, result['_scroll_id']
      def scroll(es_params, scroll_id):
      es = get_connection(es_params)
      return es.scroll(scroll_id, scroll='1d')
      def __convert_datatype(datatype):
      if datatype == 'text':
      return 'string'
      return datatype
      tap_elasticsearch/utils.py 0 → 100644
      View file @ 2721f15e
      import strconv
      def handle_value(value, schema_type):
      v, t = strconv.convert(value, include_type=True)
      if t == 'date':
      return v.strftime('%Y-%m-%d 00:00:00')
      if value == '' and 'null' in schema_type:
      return None
      if 'string' in schema_type:
      return str(v)
      return v
      def compare_dicts(dict1, dict2):
      return [k1 for k1 in dict1 if k1 not in dict2]
      test.py 0 → 100644
      View file @ 2721f15e
      from elasticsearch.client import Elasticsearch
      from elasticsearch.exceptions import NotFoundError
      from pprint import pprint
      conn = {}
      def __convert_datatype(datatype):
      if datatype == 'text':
      return 'string'
      return datatype
      def get_columns(columns):
      names = {
      'force_types': {
      'contrato_fiador': 'array',
      'contrato_proprietarios': 'array',
      'imovel_proprietarios': 'array',
      'contrato_inquilino': 'array',
      'contrato_cobrancas': 'array'
      }
      }
      result = []
      for cn in columns:
      if 'type' not in columns[cn]:
      subcolumns = get_columns(columns[cn]['properties'])
      special_datatype = 'object'
      if cn in names['force_types']:
      special_datatype = 'array'
      result.append({
      'column': cn,
      'type': special_datatype,
      'columns': subcolumns
      })
      else:
      result.append({
      'column': cn,
      'type': __convert_datatype(columns[cn]['type'])
      })
      return result
      if 'es' not in conn:
      conn['es'] = Elasticsearch(['https://search-imobiliarias-e4447lzy47ngcfxgcurvnq4uwe.us-east-1.es.amazonaws.com'], verify_certs=True)
      mappings = conn['es'].indices.get('bigdata')
      schema = {}
      for m in mappings['bigdata']['mappings']:
      columns = get_columns(
      mappings['bigdata']['mappings'][m]['properties'])
      schema[m] = {
      'columns': columns
      }
      print(schema.keys())
      #start_from = 0
      start_from = 0
      default_page_size = 1
      result = conn['es'].search(
      index='bigdata',
      doc_type='contratos',
      from_=start_from,
      size=default_page_size,
      scroll='1d')
      scroll_id = 'DnF1ZXJ5VGhlbkZldGNoBQAAAAAAAhmAFlk3N3QwaGQ3Uk0yNjFScjdiWHp1Q2cAAAAAAAIZgRZZNzd0MGhkN1JNMjYxUnI3Ylh6dUNnAAAAAAACGYIWWTc3dDBoZDdSTTI2MVJyN2JYenVDZwAAAAAAAhmDFlk3N3QwaGQ3Uk0yNjFScjdiWHp1Q2cAAAAAAAIZhBZZNzd0MGhkN1JNMjYxUnI3Ylh6dUNn'
      test = conn['es'].scroll(scroll_id, scroll='1d')
      print(test)
      pprint(result)
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