From aec45ed1bc17f4e9abfa6c6634d6005e153a0ce9 Mon Sep 17 00:00:00 2001 From: siddharth0248 Date: Thu, 12 Sep 2024 15:12:45 -0500 Subject: [PATCH] api --- ...bed-ghg-concentrations_User_Notebook.ipynb | 27 ++++++++++++------- ...bed-ghg-concentrations_User_Notebook.ipynb | 18 +++++++++---- ...bed-ghg-concentrations_User_Notebook.ipynb | 10 ++++--- 3 files changed, 37 insertions(+), 18 deletions(-) diff --git a/user_data_notebooks/influx-testbed-ghg-concentrations_User_Notebook.ipynb b/user_data_notebooks/influx-testbed-ghg-concentrations_User_Notebook.ipynb index 2f879e5b..7d9afca7 100644 --- a/user_data_notebooks/influx-testbed-ghg-concentrations_User_Notebook.ipynb +++ b/user_data_notebooks/influx-testbed-ghg-concentrations_User_Notebook.ipynb @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -96,15 +96,15 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Function to fetch CSV data for a station with a limit parameter\n", "def get_station_data_csv(station_code, gas_type, frequency, elevation_m, limit=100000):\n", " # Use the ?f=csv and limit query to get more rows\n", - " url = f\"https://dev.ghg.center/api/features/collections/public.nist_testbed_influx_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", - " \n", + " url = f\"https://earth.gov/ghgcenter/api/features/collections/public.nist_flux_in_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", + " print(url)\n", " try:\n", " response = requests.get(url)\n", " \n", @@ -138,17 +138,26 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Failed to fetch data for site01. Status code: 404\n", - "Failed to fetch data for site09. Status code: 404\n", - "No data available for one or both stations. Exiting.\n" + "https://earth.gov/ghgcenter/api/features/collections/public.nist_flux_in_site01_ch4_hourly_concentrations/items?f=csv&elevation_m=256&limit=10000\n", + "https://earth.gov/ghgcenter/api/features/collections/public.nist_flux_in_site09_ch4_hourly_concentrations/items?f=csv&elevation_m=277&limit=10000\n" ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ diff --git a/user_data_notebooks/lam-testbed-ghg-concentrations_User_Notebook.ipynb b/user_data_notebooks/lam-testbed-ghg-concentrations_User_Notebook.ipynb index b319df6b..80a88aeb 100644 --- a/user_data_notebooks/lam-testbed-ghg-concentrations_User_Notebook.ipynb +++ b/user_data_notebooks/lam-testbed-ghg-concentrations_User_Notebook.ipynb @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -96,15 +96,15 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Function to fetch CSV data for a station with a limit parameter\n", "def get_station_data_csv(station_code, gas_type, frequency, elevation_m, limit=100000):\n", " # Use the ?f=csv and limit query to get more rows\n", - " url = f\"https://dev.ghg.center/api/features/collections/public.nist_testbed_lam_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", - " \n", + " url = f\"https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_lam_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", + " print(url)\n", " try:\n", " response = requests.get(url)\n", " \n", @@ -138,9 +138,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_lam_sci_co2_hourly_concentrations/items?f=csv&elevation_m=489&limit=10000\n", + "https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_lam_com_co2_hourly_concentrations/items?f=csv&elevation_m=9&limit=10000\n" + ] + }, { "data": { "image/png": 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", diff --git a/user_data_notebooks/nec-testbed-ghg-concentrations_User_Notebook.ipynb b/user_data_notebooks/nec-testbed-ghg-concentrations_User_Notebook.ipynb index 1886a153..1ae956b4 100644 --- a/user_data_notebooks/nec-testbed-ghg-concentrations_User_Notebook.ipynb +++ b/user_data_notebooks/nec-testbed-ghg-concentrations_User_Notebook.ipynb @@ -96,15 +96,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Function to fetch CSV data for a station with a limit parameter\n", "def get_station_data_csv(station_code, gas_type, frequency, elevation_m, limit=10000):\n", " # Use the ?f=csv and limit query to get more rows\n", - " url = f\"https://dev.ghg.center/api/features/collections/public.nist_testbed_nec_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", - " \n", + " url = f\"https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_nec_{station_code}_{gas_type}_{frequency}_concentrations/items?f=csv&elevation_m={elevation_m}&limit={limit}\"\n", + " print(url)\n", " try:\n", " response = requests.get(url)\n", " print(response)\n", @@ -138,14 +138,16 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_nec_uny_ch4_hourly_concentrations/items?f=csv&elevation_m=483&limit=10000\n", "\n", + "https://earth.gov/ghgcenter/api/features/collections/public.nist_testbed_nec_tmd_ch4_hourly_concentrations/items?f=csv&elevation_m=561&limit=10000\n", "\n" ] },