Update example to work with elasticsearch 6.0
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+21
-57
@@ -45,10 +45,7 @@ def create_git_index(client, index):
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}
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},
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'mappings': {
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'commits': {
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'_parent': {
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'type': 'repos'
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},
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'doc': {
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'properties': {
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'repository': {'type': 'keyword'},
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'author': user_mapping,
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@@ -59,17 +56,6 @@ def create_git_index(client, index):
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'description': {'type': 'text', 'analyzer': 'snowball'},
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'files': {'type': 'text', 'analyzer': 'file_path', "fielddata": True}
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}
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},
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'repos': {
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'properties': {
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'owner': user_mapping,
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'created_at': {'type': 'date'},
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'description': {
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'type': 'text',
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'analyzer': 'snowball',
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},
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'tags': {'type': 'keyword'}
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}
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}
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}
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}
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@@ -95,7 +81,6 @@ def parse_commits(head, name):
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for commit in head.traverse():
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yield {
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'_id': commit.hexsha,
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'_parent': name,
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'repository': name,
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'committed_date': datetime.fromtimestamp(commit.committed_date),
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'committer': {
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@@ -125,15 +110,6 @@ def load_repo(client, path=None, index='git'):
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create_git_index(client, index)
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# create the parent document in case it doesn't exist
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client.create(
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index=index,
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doc_type='repos',
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id=repo_name,
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body={},
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ignore=409 # 409 - conflict - would be returned if the document is already there
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)
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# we let the streaming bulk continuously process the commits as they come
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# in - since the `parse_commits` function is a generator this will avoid
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# loading all the commits into memory
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@@ -141,11 +117,11 @@ def load_repo(client, path=None, index='git'):
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client,
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parse_commits(repo.refs.master.commit, repo_name),
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index=index,
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doc_type='commits',
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doc_type='doc',
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chunk_size=50 # keep the batch sizes small for appearances only
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):
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action, result = result.popitem()
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doc_id = '/%s/commits/%s' % (index, result['_id'])
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doc_id = '/%s/doc/%s' % (index, result['_id'])
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# process the information from ES whether the document has been
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# successfully indexed
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if not ok:
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@@ -154,20 +130,19 @@ def load_repo(client, path=None, index='git'):
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print(doc_id)
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# we manually create es repo document and update elasticsearch-py to include metadata
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REPO_ACTIONS = [
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{'_type': 'repos', '_id': 'elasticsearch', '_source': {
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'owner': {'name': 'Shay Bannon', 'email': '[email protected]'},
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'created_at': datetime(2010, 2, 8, 15, 22, 27),
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'tags': ['search', 'distributed', 'lucene'],
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'description': 'You know, for search.'}
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# we manually update some documents to add additional information
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UPDATES = [
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{
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'_type': 'doc',
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'_id': '20fbba1230cabbc0f4644f917c6c2be52b8a63e8',
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'_op_type': 'update',
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'doc': {'initial_commit': True}
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},
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{'_type': 'repos', '_id': 'elasticsearch-py', '_op_type': 'update', 'doc': {
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'owner': {'name': u'Honza Král', 'email': '[email protected]'},
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'created_at': datetime(2013, 5, 1, 16, 37, 32),
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'tags': ['elasticsearch', 'search', 'python', 'client'],
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'description': 'For searching snakes.'}
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{
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'_type': 'doc',
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'_id': 'ae0073c8ca7e24d237ffd56fba495ed409081bf4',
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'_op_type': 'update',
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'doc': {'release': '5.0.0'}
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},
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]
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@@ -198,27 +173,16 @@ if __name__ == '__main__':
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load_repo(es, path=args.path)
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# run the bulk operations
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success, _ = bulk(es, REPO_ACTIONS, index='git', raise_on_error=True)
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success, _ = bulk(es, UPDATES, index='git')
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print('Performed %d actions' % success)
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# we can now make docs visible for searching
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es.indices.refresh(index='git')
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# now we can retrieve the documents
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es_repo = es.get(index='git', doc_type='repos', id='elasticsearch')
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print('%s: %s' % (es_repo['_id'], es_repo['_source']['description']))
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initial_commit = es.get(index='git', doc_type='doc', id='20fbba1230cabbc0f4644f917c6c2be52b8a63e8')
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print('%s: %s' % (initial_commit['_id'], initial_commit['_source']['committed_date']))
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# update - add java to es tags
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es.update(
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index='git',
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doc_type='repos',
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id='elasticsearch',
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body={
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"script": {
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"inline" : "ctx._source.tags.add(params.tag)",
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"params" : {
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"tag" : "java"
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}
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}
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}
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)
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# refresh to make the documents available for search
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es.indices.refresh(index='git')
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