twitter-fetcher: update connector
Signed-off-by: Alexis Pentori <alexis@status.im>
This commit is contained in:
parent
58c1ea967e
commit
11efa92811
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@ -10,7 +10,7 @@ data:
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connectorSubtype: api
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connectorSubtype: api
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connectorType: source
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connectorType: source
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definitionId: 1c448bfb-8950-478c-9ae0-f03aaaf4e920
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definitionId: 1c448bfb-8950-478c-9ae0-f03aaaf4e920
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dockerImageTag: '0.0.1'
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dockerImageTag: '0.2.0'
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dockerRepository: status-im/airbyte/source-twitter-fetcher
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dockerRepository: status-im/airbyte/source-twitter-fetcher
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githubIssueLabel: source-twitter-fetcher
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githubIssueLabel: source-twitter-fetcher
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icon: twitter-fetcher.svg
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icon: twitter-fetcher.svg
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@ -1,15 +1,10 @@
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{
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{
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"api_key": "some_key",
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"credentials":{
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"accounts": [
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"client_id": "some-id",
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"Logos_network",
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"client_secret": "some-secret",
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"Codex_storage",
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"access_token": "some-access-token",
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"Waku_org",
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"refresh_token": "some-refresh-token",
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"ethnimbus",
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"token_expiry_date": ""
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"ac1d_info",
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},
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"HashingItOutPod",
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"start_time": "2024-01-01"
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"vacp2p",
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"InstituteFT"
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],
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"start_time": "2024-01-01",
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"stop_time": "2024-01-26"
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}
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}
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@ -2,7 +2,7 @@
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"streams": [
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"streams": [
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{
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{
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"stream": {
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"stream": {
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"name": "twitter_account_data",
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"name": "account",
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"json_schema": {
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"json_schema": {
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"$schema": "http://json-schema.org/draft-04/schema#",
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"$schema": "http://json-schema.org/draft-04/schema#",
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"type": "object"
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"type": "object"
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@ -16,7 +16,7 @@
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},
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},
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{
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{
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"stream": {
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"stream": {
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"name": "twitter_tweet",
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"name": "tweet",
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"json_schema": {
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"json_schema": {
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"$schema": "http://json-schema.org/draft-04/schema#",
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"$schema": "http://json-schema.org/draft-04/schema#",
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"type": "object"
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"type": "object"
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@ -28,6 +28,5 @@
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"sync_mode": "incremental",
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"sync_mode": "incremental",
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"destination_sync_mode": "overwrite"
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"destination_sync_mode": "overwrite"
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}
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}
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]
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]
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}
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}
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@ -0,0 +1,35 @@
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"type": "object",
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"properties": {
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"id": {
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"type": [ "null", "string" ]
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},
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"name": {
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"type": [ "null", "string" ]
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},
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"username": {
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"type": [ "null", "string" ]
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},
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"public_metrics": {
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"type": ["null", "object" ],
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"properties": {
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"tweet_count": {
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"type": [ "null", "number" ]
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},
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"like_count": {
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"type": [ "null", "number" ]
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},
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"following_count": {
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"type": [ "null", "number" ]
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},
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"follower_count": {
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"type": [ "null", "number" ]
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},
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"listed_count": {
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"type": [ "null", "number" ]
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}
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}
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}
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}
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}
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@ -0,0 +1,33 @@
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"type": "object",
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"properties": {
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"id": {
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"type": [ "null", "string" ]
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},
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"name": {
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"type": [ "null", "string" ]
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},
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"username": {
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"type": [ "null", "string" ]
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},
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"created_at": {
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"type": [ "null", "string" ]
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},
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"location": {
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"type": [ "null", "string" ]
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},
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"url": {
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"type": [ "null", "string" ]
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},
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"description": {
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"type": [ "null", "string" ]
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},
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"verified": {
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"type": [ "null", "boolean" ]
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},
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"verified_type": {
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"type": [ "null", "string" ]
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}
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}
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}
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@ -0,0 +1,98 @@
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"type": "object",
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"properties": {
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"id": {
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"type": [ "null", "string"]
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},
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"text": {
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"type": [ "null", "string"]
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},
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"created_at": {
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"type": [ "null", "string"]
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},
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"author_id": {
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"type": [ "null", "string"]
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},
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"conversation_id": {
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"type": [ "null", "string"]
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},
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"reply_settings": {
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"type": ["null", "string"]
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},
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"referenced_tweets": {
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"type": [ "null", "array" ],
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"items": {
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"type": ["object"],
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"properties":{
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"type": {
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"type": [ "null", "string" ]
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},
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"id": {
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"type": [ "null", "number" ]
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}
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}
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}
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},
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"public_metrics": {
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"type": ["null", "object" ],
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"properties": {
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"retweet_count": {
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"type": [ "null", "number" ]
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},
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"reply_count": {
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"type": [ "null", "number" ]
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},
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"like_count": {
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"type": [ "null", "number" ]
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},
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"quote_count": {
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"type": [ "null", "number" ]
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},
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"impression_count": {
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"type": [ "null", "number" ]
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},
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"bookmark_count": {
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"type": [ "null", "number" ]
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}
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}
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},
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"non_public_metrics": {
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"type": ["null", "object" ],
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"properties": {
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"impression_count": {
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"type": [ "null", "number" ]
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},
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"url_link_clicks": {
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"type": [ "null", "number" ]
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},
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"user_profile_clicks": {
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"type": [ "null", "number" ]
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}
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}
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},
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"organic_metrics": {
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"type": ["null", "object" ],
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"properties": {
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"impression_count": {
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"type": [ "null", "number" ]
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},
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"url_link_clicks": {
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"type": [ "null", "number" ]
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},
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"user_profile_clicks": {
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"type": [ "null", "number" ]
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},
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"retweet_count": {
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"type": [ "null", "number" ]
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},
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"reply_count": {
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"type": [ "null", "number" ]
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},
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"like_count": {
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"type": [ "null", "number" ]
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}
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}
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}
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}
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}
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@ -1,54 +0,0 @@
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"type": "object",
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"properties": {
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"account_id": {
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"type": [
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"null",
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"string"
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]
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},
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"account_name": {
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"type": [
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"null",
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"string"
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]
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},
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"username": {
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"type": [
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"null",
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"string"
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]
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},
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"tweet_count": {
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"type": [
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"null",
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"number"
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]
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},
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"like_count": {
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"type": [
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"null",
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"number"
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]
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},
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"following_count": {
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"type": [
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"null",
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"number"
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]
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},
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"follower_count": {
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"type": [
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"null",
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"number"
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]
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},
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"listed_count": {
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"type": [
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"null",
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"number"
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]
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}
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}
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}
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"type": "object",
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"properties": {
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"id": {
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"type": [
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"null",
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"string"
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]
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},
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"id": {
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"created_at": [
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"null",
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"string"
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]
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},
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"retweet_count": {
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"type": [
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"null",
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"number"
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]
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},
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"reply_count": {
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"type": [
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"null",
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"number"
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]
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},
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"like_count": {
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"type": [
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"null",
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"number"
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]
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},
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"quote_count": {
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"type": [
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"null",
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"number"
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]
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},
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"referenced_tweets": {
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"type": [
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"null",
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"string"
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]
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}
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}
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}
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@ -12,7 +12,8 @@ from datetime import datetime
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from airbyte_cdk.sources import AbstractSource
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from airbyte_cdk.sources import AbstractSource
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from airbyte_cdk.sources.streams import Stream
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from airbyte_cdk.sources.streams import Stream
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from airbyte_cdk.sources.streams.http import HttpStream, HttpSubStream
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from airbyte_cdk.sources.streams.http import HttpStream, HttpSubStream
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from airbyte_cdk.sources.streams.http.auth import TokenAuthenticator
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from airbyte_cdk.sources.streams.http.auth.core import HttpAuthenticator
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from airbyte_cdk.sources.streams.http.requests_native_auth import SingleUseRefreshTokenOauth2Authenticator
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logger = logging.getLogger("airbyte")
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logger = logging.getLogger("airbyte")
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@ -20,44 +21,29 @@ class TwitterStream(HttpStream):
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url_base = "https://api.twitter.com/2/"
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url_base = "https://api.twitter.com/2/"
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def __init__(self, api_key: str=None, accounts: List=None, start_time: str = None, stop_time: str = None, **kwargs):
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def __init__(self, start_time: str = None, stop_time: str = None, **kwargs):
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super().__init__(**kwargs)
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super().__init__(**kwargs)
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self.api_key = api_key
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self.accounts = accounts
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self.start_time = start_time
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self.start_time = start_time
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self.stop_time = stop_time;
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self.stop_time = stop_time;
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def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
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def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
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return None
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return None
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class TwitterAccountData(TwitterStream):
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primary_key = "account_id"
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class Account(TwitterStream):
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primary_key = "id"
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@property
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@property
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def use_cache(self) -> bool:
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def use_cache(self) -> bool:
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return True
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return True
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def stream_slices(self, **kwargs) -> Iterable[Optional[Mapping[str, Any]]]:
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for account in self.accounts:
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yield {
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"name": account
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}
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def path(
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def path(
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self, stream_state: Mapping[str, Any] = None, stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
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self, stream_state: Mapping[str, Any] = None,
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stream_slice: Mapping[str, Any] = None,
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next_page_token: Mapping[str, Any] = None
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) -> str:
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) -> str:
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return f"users/by/username/{stream_slice['name']}?user.fields=public_metrics"
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return f"users/me?user.fields=public_metrics"
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def request_headers(
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self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, any] = None, next_page_token: Mapping[str, Any] = None
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) -> MutableMapping[str, Any]:
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return {
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"Authorization" : f"Bearer {self.api_key}",
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"User-Agent": "v2RecentSearchPython"
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}
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def parse_response(
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def parse_response(
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self,
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self,
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@ -65,59 +51,33 @@ class TwitterAccountData(TwitterStream):
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stream_slice: Mapping[str, Any] = None,
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stream_slice: Mapping[str, Any] = None,
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**kwargs
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**kwargs
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) -> Iterable[Mapping]:
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) -> Iterable[Mapping]:
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logger.info("Getting data of %s account", stream_slice['name'])
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logger.info("Response: %s", response.json())
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logger.info("Response: %s", response.json())
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data=response.json()['data']
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data=response.json()['data']
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yield {
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yield data
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"account_id": data['id'],
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# Wait to avoid reaching API limit
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"username": data['username'],
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"account_name": data['name'],
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"tweet_count": data['public_metrics']['tweet_count'],
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"like_count": data['public_metrics']['like_count'],
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"following_count": data['public_metrics']['following_count'],
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"follower_count": data['public_metrics']['followers_count'],
|
|
||||||
"listed_count": data['public_metrics']['listed_count'],
|
|
||||||
}
|
|
||||||
time.sleep(2)
|
time.sleep(2)
|
||||||
|
|
||||||
|
|
||||||
class TwitterTweet(HttpSubStream, TwitterAccountData):
|
class Tweet(HttpSubStream, Account):
|
||||||
#TODO: See how to get the account ID
|
primary_key = "id"
|
||||||
primary_key = ""
|
|
||||||
def __init__(self, **kwargs):
|
def __init__(self, **kwargs):
|
||||||
super().__init__(TwitterAccountData(**kwargs),**kwargs)
|
super().__init__(Account(**kwargs),**kwargs)
|
||||||
|
|
||||||
def path(
|
def path(
|
||||||
self, stream_state: Mapping[str, Any] = None, stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
|
self, stream_state: Mapping[str, Any] = None,
|
||||||
|
stream_slice: Mapping[str, Any] = None,
|
||||||
|
next_page_token: Mapping[str, Any] = None
|
||||||
) -> str:
|
) -> str:
|
||||||
account_id = stream_slice.get("parent").get("account_id")
|
account_id = stream_slice.get("parent").get("id")
|
||||||
return f"users/{account_id}/tweets?tweet.fields=text,public_metrics,author_id,referenced_tweets,created_at&start_time={self.start_time}"
|
logger.info("Account id %s", account_id)
|
||||||
|
return f"users/{account_id}/tweets?tweet.fields=text,public_metrics,non_public_metrics,organic_metrics,author_id,referenced_tweets,created_at"
|
||||||
def request_headers(
|
|
||||||
self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, any] = None, next_page_token: Mapping[str, Any] = None
|
|
||||||
) -> MutableMapping[str, Any]:
|
|
||||||
return {
|
|
||||||
"Authorization" : f"Bearer {self.api_key}",
|
|
||||||
"User-Agent": "v2RecentSearchPython"
|
|
||||||
}
|
|
||||||
|
|
||||||
def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapping]:
|
def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapping]:
|
||||||
|
logger.debug("Twtter Response: %s", response.json())
|
||||||
data=response.json()['data']
|
data=response.json()['data']
|
||||||
logger.info("Response: %s", response.json())
|
|
||||||
referenced_tweets=""
|
|
||||||
for t in data:
|
for t in data:
|
||||||
if "referenced_tweets" in t:
|
yield t
|
||||||
for rt in t.get('referenced_tweets'):
|
|
||||||
referenced_tweets += f"{rt.get('type')}:{rt.get('id')};"
|
|
||||||
yield {
|
|
||||||
"id": t['id'],
|
|
||||||
"created_at": t.get('created_at'),
|
|
||||||
"retweet_count": t.get('public_metrics').get('retweet_count'),
|
|
||||||
"reply_count": t.get('public_metrics').get('reply_count'),
|
|
||||||
"like_count": t.get('public_metrics').get('like_count'),
|
|
||||||
"quote_count": t.get('public_metrics').get('quote_count'),
|
|
||||||
"referenced_tweets": referenced_tweets
|
|
||||||
}
|
|
||||||
time.sleep(2)
|
time.sleep(2)
|
||||||
|
|
||||||
# Source
|
# Source
|
||||||
|
@ -126,13 +86,11 @@ class SourceTwitterFetcher(AbstractSource):
|
||||||
return True, None
|
return True, None
|
||||||
|
|
||||||
def streams(self, config: Mapping[str, Any]) -> List[Stream]:
|
def streams(self, config: Mapping[str, Any]) -> List[Stream]:
|
||||||
|
auth=SingleUseRefreshTokenOauth2Authenticator(
|
||||||
|
config, token_refresh_endpoint="https://api.twitter.com/2/oauth2/token")
|
||||||
return [
|
return [
|
||||||
TwitterAccountData(
|
Account(authenticator=auth),
|
||||||
api_key=config['api_key'],
|
Tweet(authenticator=auth, start_time=config['start_time'],
|
||||||
accounts=config['accounts']),
|
stop_time=datetime.now().isoformat()
|
||||||
TwitterTweet(
|
)
|
||||||
api_key=config['api_key'],
|
|
||||||
accounts=config['accounts'],
|
|
||||||
start_time=config['start_time'],
|
|
||||||
stop_time=datetime.now().isoformat())
|
|
||||||
]
|
]
|
||||||
|
|
|
@ -4,19 +4,37 @@ connectionSpecification:
|
||||||
title: Twitter Fetcher
|
title: Twitter Fetcher
|
||||||
type: object
|
type: object
|
||||||
required:
|
required:
|
||||||
- api_key
|
- credentials
|
||||||
- accounts
|
|
||||||
- start_time
|
- start_time
|
||||||
properties:
|
properties:
|
||||||
api_key:
|
credentials:
|
||||||
|
title: Twitter Dev account Credentials
|
||||||
|
type: object
|
||||||
|
properties:
|
||||||
|
client_id:
|
||||||
|
title: client_id
|
||||||
type: string
|
type: string
|
||||||
description: "API Key to authentify to twitter"
|
description: "Client ID of Twitter Application"
|
||||||
airbyte_secret: true
|
airbyte_secret: true
|
||||||
accounts:
|
client_secret:
|
||||||
type: array
|
title: client_secret
|
||||||
description: "List of accounts needing to be extracted"
|
|
||||||
items:
|
|
||||||
type: string
|
type: string
|
||||||
|
description: "Client secret of Twitter Application"
|
||||||
|
airbyte_secret: true
|
||||||
|
access_token:
|
||||||
|
title: access_token
|
||||||
|
type: string
|
||||||
|
description: "Access Token of Twitter Dev Account link"
|
||||||
|
airbyte_secret: true
|
||||||
|
refresh_token:
|
||||||
|
title: refresh_token
|
||||||
|
type: string
|
||||||
|
description: "Access Token of Twitter Dev Account link"
|
||||||
|
airbyte_secret: true
|
||||||
|
token_expiry_date:
|
||||||
|
title: token_expiry_date
|
||||||
|
type: string
|
||||||
|
description: "Access Token of Twitter Dev Account link"
|
||||||
start_time:
|
start_time:
|
||||||
type: string
|
type: string
|
||||||
description: "Start date of fetching data"
|
description: "Start date of fetching data"
|
||||||
|
|
Loading…
Reference in New Issue