diff --git a/docker-compose.yml b/docker-compose.yml index 2c2bc5e..5e739c2 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,5 +1,5 @@ --- -version: '3' +version: '3.9' services: zookeeper: image: confluentinc/cp-zookeeper:${CONF_VER} @@ -13,7 +13,7 @@ services: start_period: 15s interval: 5s timeout: 10s - retries: 10 + retries: 30 environment: ZOOKEEPER_CLIENT_PORT: 2181 ZOOKEEPER_TICK_TIME: 2000 @@ -34,7 +34,7 @@ services: start_period: 15s interval: 5s timeout: 10s - retries: 20 + retries: 30 environment: KAFKA_BROKER_ID: 1 KAFKA_ZOOKEEPER_CONNECT: 'zookeeper:2181' @@ -67,18 +67,16 @@ services: - "8081:8081" healthcheck: test: nc -z localhost 8081 || exit -1 - start_period: 15s - interval: 5s - timeout: 10s - retries: 10 + start_period: 30s + interval: 20s + timeout: 60s + retries: 300 environment: SCHEMA_REGISTRY_HOST_NAME: schema-registry SCHEMA_REGISTRY_KAFKASTORE_BOOTSTRAP_SERVERS: 'broker:29092' SCHEMA_REGISTRY_LISTENERS: http://0.0.0.0:8081 connect: - # image: cnfldemos/cp-server-connect-datagen:0.5.0-6.2.0 - # image: confluentinc/cp-server-connect:${CONF_VER} build: context: ./kafka-connect dockerfile: Dockerfile @@ -95,7 +93,7 @@ services: start_period: 15s interval: 5s timeout: 10s - retries: 10 + retries: 30 environment: CONNECT_BOOTSTRAP_SERVERS: 'broker:29092' CONNECT_REST_ADVERTISED_HOST_NAME: connect @@ -130,7 +128,6 @@ services: condition: service_healthy connect: condition: service_healthy - # - ksqldb-server ports: - "9021:9021" healthcheck: @@ -138,7 +135,7 @@ services: start_period: 15s interval: 5s timeout: 10s - retries: 10 + retries: 30 environment: CONTROL_CENTER_BOOTSTRAP_SERVERS: 'broker:29092' CONTROL_CENTER_CONNECT_CONNECT-DEFAULT_CLUSTER: 'http://connect:8083' @@ -180,77 +177,24 @@ services: /usr/bin/mc policy set public minio/mastodon; exit 0; " - - # jupyter: - # image: jupyter/scipy-notebook - # ports: - # - "8888:8888" - # volumes: - # - ./notebooks:/home/jovyan/ - # environment: - # JUPYTER_ENABLE_LAB: "yes" - # JUPYTER_RUNTIME_DIR: "/tmp" - # command: "start-notebook.sh --NotebookApp.token='' --NotebookApp.password=''" - - - # ksqldb-server: - # image: confluentinc/cp-ksqldb-server:${CONF_VER} - # platform: linux/amd64 - # hostname: ksqldb-server - # container_name: ksqldb-server - # depends_on: - # - broker - # - connect - # ports: - # - "8088:8088" - # environment: - # KSQL_CONFIG_DIR: "/etc/ksql" - # KSQL_BOOTSTRAP_SERVERS: "broker:29092" - # KSQL_HOST_NAME: ksqldb-server - # KSQL_LISTENERS: "http://0.0.0.0:8088" - # KSQL_CACHE_MAX_BYTES_BUFFERING: 0 - # KSQL_KSQL_SCHEMA_REGISTRY_URL: "http://schema-registry:8081" - # KSQL_PRODUCER_INTERCEPTOR_CLASSES: "io.confluent.monitoring.clients.interceptor.MonitoringProducerInterceptor" - # KSQL_CONSUMER_INTERCEPTOR_CLASSES: "io.confluent.monitoring.clients.interceptor.MonitoringConsumerInterceptor" - # KSQL_KSQL_CONNECT_URL: "http://connect:8083" - # KSQL_KSQL_LOGGING_PROCESSING_TOPIC_REPLICATION_FACTOR: 1 - # KSQL_KSQL_LOGGING_PROCESSING_TOPIC_AUTO_CREATE: 'true' - # KSQL_KSQL_LOGGING_PROCESSING_STREAM_AUTO_CREATE: 'true' - - # ksqldb-cli: - # image: confluentinc/cp-ksqldb-cli:${CONF_VER} - # platform: linux/amd64 - # container_name: ksqldb-cli - # depends_on: - # - broker - # - connect - # - ksqldb-server - # entrypoint: /bin/sh - # tty: true - - - # elasticsearch: - # image: docker.elastic.co/elasticsearch/elasticsearch:${ELST_VER} - # platform: linux/amd64 - # container_name: elasticsearch - # ports: - # - 9200:9200 - # environment: - # xpack.security.enabled: "false" - # ES_JAVA_OPTS: "-Xms1g -Xmx1g" - # discovery.type: "single-node" - - - # kibana: - # image: docker.elastic.co/kibana/kibana:${ELST_VER} - # platform: linux/amd64 - # container_name: kibana - # hostname: kibana - # depends_on: - # - elasticsearch - # ports: - # - 5601:5601 - # environment: - # xpack.security.enabled: "false" - # discovery.type: "single-node" + jupyter: + image: jupyter/scipy-notebook + ports: + - "8888:8888" + healthcheck: + test: nc -z localhost 8888 || exit -1 + start_period: 15s + interval: 5s + timeout: 10s + retries: 10 + volumes: + - ./notebooks:/home/jovyan/ + user: root + environment: + JUPYTER_ENABLE_LAB: "yes" + JUPYTER_RUNTIME_DIR: "/tmp" + NB_USER: simonaubury + CHOWN_HOME: 'yes' + CHOWN_HOME_OPTS: '-R' + command: "start-notebook.sh --allow-root --ip=0.0.0.0 --NotebookApp.token='' --NotebookApp.password=''" diff --git a/docs/app_usage.png b/docs/app_usage.png index 8331e99..b24e92a 100644 Binary files a/docs/app_usage.png and b/docs/app_usage.png differ diff --git a/docs/hr_of_day_usage.png b/docs/hr_of_day_usage.png index e025d51..3240a0d 100644 Binary files a/docs/hr_of_day_usage.png and b/docs/hr_of_day_usage.png differ diff --git a/duckdb/go.sql b/duckdb/go.sql index f94fd8a..8e3f12a 100644 --- a/duckdb/go.sql +++ b/duckdb/go.sql @@ -87,6 +87,22 @@ select , mastodon_text from read_parquet('20230213/mastodon-topic/partition=0/*.parquet'); +insert into toots +select + m_id +, created_at +, created_at_str +, app +, url +, base_url +, language +, favourites +, username +, bot +, tags +, characters +, mastodon_text +from read_parquet('20230216/mastodon-topic/partition=0/*.parquet'); create table all_toots diff --git a/kafka-connect/Dockerfile b/kafka-connect/Dockerfile index 56f21c2..5421d31 100644 --- a/kafka-connect/Dockerfile +++ b/kafka-connect/Dockerfile @@ -1,6 +1,3 @@ -# FROM confluentinc/cp-server-connect-base:7.3.1 FROM confluentinc/cp-server-connect:7.1.0 RUN confluent-hub install --no-prompt confluentinc/kafka-connect-s3:10.3.0 - -# ENTRYPOINT ["tail", "-f", "/dev/null"] diff --git a/notebooks/mastodon-analysis.ipynb b/notebooks/mastodon-analysis.ipynb index 0be6fa8..48d9d05 100644 --- a/notebooks/mastodon-analysis.ipynb +++ b/notebooks/mastodon-analysis.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 108, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 109, "metadata": {}, "outputs": [ { @@ -47,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 110, "metadata": {}, "outputs": [ { @@ -84,7 +84,7 @@ "Index: []" ] }, - "execution_count": 9, + "execution_count": 110, "metadata": {}, "output_type": "execute_result" } @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 124, "metadata": {}, "outputs": [ { @@ -127,7 +127,7 @@ " \n", " \n", " 0\n", - " 1622149\n", + " 2292149\n", " \n", " \n", "\n", @@ -135,10 +135,10 @@ ], "text/plain": [ " Count\n", - "0 1622149" + "0 2292149" ] }, - "execution_count": 10, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -186,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 125, "metadata": {}, "outputs": [ { @@ -210,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 126, "metadata": {}, "outputs": [ { @@ -219,13 +219,13 @@ "" ] }, - "execution_count": 71, + "execution_count": 126, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -240,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 131, "metadata": {}, "outputs": [ { @@ -271,6 +271,9 @@ " Most freq non-bot\n", " Most freq bot\n", " Most freq host\n", + " cnt_balloon\n", + " cnt_earthquake\n", + " cnt_superbowl\n", " \n", " \n", " \n", @@ -283,6 +286,9 @@ " gnutiez\n", " cnexnews\n", " https://mastodon.social\n", + " 656\n", + " 2240\n", + " 101\n", " \n", " \n", " 1\n", @@ -293,6 +299,9 @@ " worldeconomicfella\n", " cnexnews\n", " https://mastodon.social\n", + " 250\n", + " 2023\n", + " 104\n", " \n", " \n", " 2\n", @@ -303,6 +312,9 @@ " gnutiez\n", " cnexnews\n", " https://mastodon.social\n", + " 462\n", + " 1756\n", + " 201\n", " \n", " \n", " 3\n", @@ -313,6 +325,9 @@ " EwonRael\n", " cnexnews\n", " https://mastodon.social\n", + " 632\n", + " 1639\n", + " 320\n", " \n", " \n", " 4\n", @@ -323,6 +338,48 @@ " EwonRael\n", " J1gold\n", " https://mastodon.social\n", + " 675\n", + " 1589\n", + " 404\n", + " \n", + " \n", + " 5\n", + " 2023/02/13 Mon\n", + " 221940\n", + " 53654\n", + " 4614\n", + " gnutiez\n", + " cnexnews\n", + " https://mastodon.social\n", + " 1174\n", + " 1463\n", + " 7107\n", + " \n", + " \n", + " 6\n", + " 2023/02/14 Tue\n", + " 213096\n", + " 53517\n", + " 4650\n", + " gnutiez\n", + " cnexnews\n", + " https://mastodon.social\n", + " 1059\n", + " 1317\n", + " 525\n", + " \n", + " \n", + " 7\n", + " 2023/02/15 Wed\n", + " 227063\n", + " 55870\n", + " 4786\n", + " gnutiez\n", + " cnexnews\n", + " https://mastodon.social\n", + " 683\n", + " 1463\n", + " 110\n", " \n", " \n", "\n", @@ -335,16 +392,32 @@ "2 2023/02/10 Fri 207877 54230 4608 gnutiez \n", "3 2023/02/11 Sat 213085 54624 4649 EwonRael \n", "4 2023/02/12 Sun 201201 49977 4507 EwonRael \n", + "5 2023/02/13 Mon 221940 53654 4614 gnutiez \n", + "6 2023/02/14 Tue 213096 53517 4650 gnutiez \n", + "7 2023/02/15 Wed 227063 55870 4786 gnutiez \n", "\n", - " Most freq bot Most freq host \n", - "0 cnexnews https://mastodon.social \n", - "1 cnexnews https://mastodon.social \n", - "2 cnexnews https://mastodon.social \n", - "3 cnexnews https://mastodon.social \n", - "4 J1gold https://mastodon.social " + " Most freq bot Most freq host cnt_balloon cnt_earthquake \\\n", + "0 cnexnews https://mastodon.social 656 2240 \n", + "1 cnexnews https://mastodon.social 250 2023 \n", + "2 cnexnews https://mastodon.social 462 1756 \n", + "3 cnexnews https://mastodon.social 632 1639 \n", + "4 J1gold https://mastodon.social 675 1589 \n", + "5 cnexnews https://mastodon.social 1174 1463 \n", + "6 cnexnews https://mastodon.social 1059 1317 \n", + "7 cnexnews https://mastodon.social 683 1463 \n", + "\n", + " cnt_superbowl \n", + "0 101 \n", + "1 104 \n", + "2 201 \n", + "3 320 \n", + "4 404 \n", + "5 7107 \n", + "6 525 \n", + "7 110 " ] }, - "execution_count": 102, + "execution_count": 131, "metadata": {}, "output_type": "execute_result" } @@ -358,8 +431,11 @@ ", mode(case when bot='False' then username end) as \"Most freq non-bot\"\n", ", mode(case when bot='True' then username end) as \"Most freq bot\"\n", ", mode(base_url) as \"Most freq host\"\n", + ", sum(case when mastodon_text ilike '%balloon%' then 1 else 0 end) as cnt_balloon\n", + ", sum(case when mastodon_text ilike '%earthquake%' then 1 else 0 end) as cnt_earthquake\n", + ", sum(case when mastodon_text ilike '%superbowl%' then 1 else 0 end) as cnt_superbowl\n", "from mastodon_toot\n", - "where created_tz between TIMESTAMP '2023-02-07 13:00:00' and TIMESTAMP '2023-02-12 12:59:59' \n", + "where created_tz between TIMESTAMP '2023-02-07 13:00:00' and TIMESTAMP '2023-02-15 12:59:59' \n", "group by 1\n", "order by 1\n", ";" @@ -1716,7 +1792,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 132, "metadata": {}, "outputs": [ { @@ -1741,45 +1817,45 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 137, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ]" + "[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" ] }, - "execution_count": 68, + "execution_count": 137, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1790,7 +1866,7 @@ ], "source": [ "# sns.lineplot(data=mastodon_usage_df, x=\"created_hour\", y=\"num\")\n", - "df = mastodon_usage_df[mastodon_usage_df['created_day'].isin(['2023/02/04 Sat', '2023/02/05 Sun', '2023/02/11 Sat', '2023/02/12 Sun'] ) ]\n", + "df = mastodon_usage_df[mastodon_usage_df['created_day'].isin(['2023/02/04 Sat', '2023/02/05 Sun', '2023/02/11 Sat', '2023/02/12 Sun', '2023/02/15 Wed'] ) ]\n", "sns.lineplot(data=df , x=\"created_hour\", y=\"num\", hue=\"created_day\").set_xticks(range(24))" ] }, @@ -1804,7 +1880,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 139, "metadata": {}, "outputs": [ { @@ -1824,7 +1900,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 140, "metadata": {}, "outputs": [ { @@ -1833,13 +1909,13 @@ "" ] }, - "execution_count": 24, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1854,7 +1930,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 141, "metadata": {}, "outputs": [ { @@ -1876,7 +1952,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 142, "metadata": {}, "outputs": [ { @@ -1885,13 +1961,13 @@ "" ] }, - "execution_count": 26, + "execution_count": 142, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ]