From 4f6e519ecce7eacf994aa05cf81ff3a25daeb63c Mon Sep 17 00:00:00 2001 From: William Chen Date: Tue, 21 May 2024 13:39:27 +1000 Subject: [PATCH 1/2] allow mharvester to use max_id --- backend/harvesters/Mastodon/mharvester.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/backend/harvesters/Mastodon/mharvester.py b/backend/harvesters/Mastodon/mharvester.py index 04996f4..5358d04 100644 --- a/backend/harvesters/Mastodon/mharvester.py +++ b/backend/harvesters/Mastodon/mharvester.py @@ -104,12 +104,12 @@ def ingest(recents_only = True, max_id = None): oldest_doc = response['rows'][0] print(oldest_doc) print(f'continuing retrieval of old data from {oldest_doc[0]}') - max_id = 112475922112584533 #oldest_doc[1] + max_id = max_id if max_id else oldest_doc[1] since_date = since_date.replace(tzinfo=utc) done = False while not done: - print(f'fetching toots with since_id:{since_id}, max_id:{max_id}, and up_to:{since_date}') + print(f'fetching toots with since_id:{since_id}, max_id:{max_id}, and since the date:{since_date}') # Returns toots more recent than since_id, less recent than max_id toots = m.timeline(timeline='public', since_id=since_id, max_id=max_id, limit=100) to_add = [] @@ -132,7 +132,7 @@ def ingest(recents_only = True, max_id = None): if toots and len(toots) > 0: max_id = toots[-1]['id'] - print(f'Toots had oldest date {created_at} and oldest id {max_id}') + print(f'Toots had oldest date {created_at} and largest id {max_id}') else: print(f'toots was empty') From cbdae87fbd33f374012326f68046339f31ddd90a Mon Sep 17 00:00:00 2001 From: William Chen Date: Tue, 21 May 2024 14:42:35 +1000 Subject: [PATCH 2/2] add new graph real time. Improve harvester --- backend/backend.py | 4 +- backend/harvesters/Mastodon/mharvester.py | 3 +- backend/querying/query_path_constants.py | 3 +- backend/querying/sentiment_weather_queries.py | 43 ++++++++++++- frontend/Weather vs Sentiment Analysis.ipynb | 62 ++++++++++++++++--- 5 files changed, 102 insertions(+), 13 deletions(-) diff --git a/backend/backend.py b/backend/backend.py index b302626..0fe505c 100644 --- a/backend/backend.py +++ b/backend/backend.py @@ -210,7 +210,9 @@ def sentiment_weather_queries_endpoint(): if resource == AVG_MONTHLY_ANALYSIS: return jsonify({'result': get_averaged_by_month(es)}), 200 if resource == UPDATING_ANALYSIS: - return jsonify({'result': get_recent_averaged_by_daily(es)}), 200 + return jsonify({'result': get_recent_averaged_sentiment_by_hourly(es)}), 200 + if resource == MESSAGE_COUNTS_HOURLY: + return jsonify({'result': get_recent_total_sentiment_by_hourly(es)}), 200 else: return jsonify({'Resource in headers is not valid': resource}), 400 diff --git a/backend/harvesters/Mastodon/mharvester.py b/backend/harvesters/Mastodon/mharvester.py index 5358d04..ec68403 100644 --- a/backend/harvesters/Mastodon/mharvester.py +++ b/backend/harvesters/Mastodon/mharvester.py @@ -90,7 +90,8 @@ def ingest(recents_only = True, max_id = None): since_date = datetime.now().replace(tzinfo=utc) - timedelta(minutes=5) if len(doc)>0: val = doc[0] - since_id = val['_id'] + print(val) + since_id = val['_source']['id'] else: print('backfilling old') since_date = datetime.now().replace(tzinfo=utc) - timedelta(days=5) # a random post on 15/05/2024 diff --git a/backend/querying/query_path_constants.py b/backend/querying/query_path_constants.py index 4f013ef..aaab5b2 100644 --- a/backend/querying/query_path_constants.py +++ b/backend/querying/query_path_constants.py @@ -4,4 +4,5 @@ FOR_STATISTICAL_ANALYSIS = 'stat_analysis' FOR_SPATIAL_ANALYSIS = 'spatial_analysis' AVG_MONTHLY_ANALYSIS = 'avg_monthly_analysis' -UPDATING_ANALYSIS = 'updateing_analysis' \ No newline at end of file +UPDATING_ANALYSIS = 'updateing_analysis' +MESSAGE_COUNTS_HOURLY = 'message_counts_hourly' \ No newline at end of file diff --git a/backend/querying/sentiment_weather_queries.py b/backend/querying/sentiment_weather_queries.py index 24fce38..69bf7ae 100644 --- a/backend/querying/sentiment_weather_queries.py +++ b/backend/querying/sentiment_weather_queries.py @@ -5,7 +5,7 @@ from querying.make_query import make_query import numpy as np -def get_recent_averaged_by_daily(es): +def get_recent_averaged_sentiment_by_hourly(es): data_start = datetime(2024, 5, 17, tzinfo=UTC) joined = {} @@ -26,7 +26,7 @@ def get_recent_averaged_by_daily(es): query = f""" SELECT HISTOGRAM(created_at, INTERVAL 1 HOUR) as hour, - SUM(sentiment) as avg_sentiment + SUM(sentiment) as sum_sentiment FROM {MASTODON} WHERE sentiment <> 0.0 GROUP BY hour @@ -38,7 +38,44 @@ def get_recent_averaged_by_daily(es): joined[hour][2] = avg_sent rows = [[hour]+stats for hour, stats in joined.items()] - columns = ['hour', 'average air temp', 'total rainfall', 'average sentiment'] + columns = ['hour', 'average air temp', 'total rainfall', 'sum sentiment'] + return {'columns': columns, 'rows': rows } + + +def get_recent_total_sentiment_by_hourly(es): + data_start = datetime(2024, 5, 17, tzinfo=UTC) + joined = {} + + query = f""" + SELECT + HISTOGRAM(DATETIME_PARSE(aifstime_utc,'yyyyMMddHHmmss'), INTERVAL 1 HOUR) as hour, + AVG(air_temp) as air_temp, + SUM(rain_trace) as total_rain + + FROM {BOM_OBSERVATIONS} + GROUP BY hour + """ + weather_rows = make_query(es, query)['rows'] + for hour, avg_temp, total_rain in weather_rows: + if datetime.strptime(hour, "%Y-%m-%dT%H:%M:%S.%fZ").replace(tzinfo=UTC) >= data_start: + joined[hour] = joined.get(hour, [avg_temp, total_rain, 0]) + + query = f""" + SELECT + HISTOGRAM(created_at, INTERVAL 1 HOUR) as hour, + SUM(1) as message_count + FROM {MASTODON} + WHERE sentiment <> 0.0 + GROUP BY hour + """ + sentiment_rows = make_query(es, query)['rows'] + for hour, avg_sent in sentiment_rows: + if datetime.strptime(hour, "%Y-%m-%dT%H:%M:%S.%fZ").replace(tzinfo=UTC) >= data_start: + if hour in joined.keys(): + joined[hour][2] = avg_sent + + rows = [[hour]+stats for hour, stats in joined.items()] + columns = ['hour', 'average air temp', 'total rainfall', 'message counts'] return {'columns': columns, 'rows': rows } diff --git a/frontend/Weather vs Sentiment Analysis.ipynb b/frontend/Weather vs Sentiment Analysis.ipynb index c496576..43ab010 100644 --- a/frontend/Weather vs Sentiment Analysis.ipynb +++ b/frontend/Weather vs Sentiment Analysis.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -181,7 +181,7 @@ "11 December 83.787354 27.254600 157.336219" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -388,7 +388,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -407,12 +407,12 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -425,7 +425,7 @@ "plt.figure(figsize=(10, 8))\n", "plt.plot(df['hour'], df['total rainfall']/100, color='blue', label='Total Rainfall (in Hundreds of Millimetres)')\n", "plt.plot(df['hour'], df['average air temp'], color='red', label='Average Temp (°C)')\n", - "plt.plot(df['hour'], df['average sentiment']/100, color='green', label='Average Sentiment (Scaled by 100)')\n", + "plt.plot(df['hour'], df['sum sentiment']/100, color='green', label='Summed Sentiment (Scaled by 100)')\n", "plt.xlabel('Date and Hour (UTC)')\n", "plt.ylabel('Values')\n", "plt.title('Total Rainfall, Average Temperature, and Total Sentiment by Hour')\n", @@ -434,6 +434,54 @@ "plt.xticks(rotation=25)\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fetching from http://localhost:9090/data/sentiment_weather/message_counts_hourly\n" + ] + } + ], + "source": [ + "df = dataframe_from_url_ext(f'/data/sentiment_weather/{query_constants.MESSAGE_COUNTS_HOURLY}')\n", + "df['hour'] = pd.to_datetime(df['hour'])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(df['hour'], df['total rainfall']/100, color='blue', label='Total Rainfall (in Hundreds of Millimetres)')\n", + "plt.plot(df['hour'], df['average air temp'], color='red', label='Average Temp (°C)')\n", + "plt.plot(df['hour'], df['message counts']/1000, color='green', label='Message Counts (in Thousands)')\n", + "plt.xlabel('Date and Hour (UTC)')\n", + "plt.ylabel('Values')\n", + "plt.title('Total Rainfall, Average Temperature, and Total Message Counts by Hour')\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True)\n", + "plt.xticks(rotation=25)\n", + "plt.show()" + ] } ], "metadata": {